html_url
stringlengths 48
51
| title
stringlengths 5
268
| comments
stringlengths 70
51.8k
| body
stringlengths 0
29.8k
| comment_length
int64 16
1.52k
| text
stringlengths 164
54.1k
| embeddings
sequence |
|---|---|---|---|---|---|---|
https://github.com/huggingface/datasets/issues/2128 | Dialogue action slot name and value are reversed in MultiWoZ 2.2 | Hi
Good catch ! Thanks for reporting
If you are interested in contributing, feel free to open a PR to fix this :) | Hi @yjernite, thank you for adding MultiWoZ 2.2 in the huggingface datasets platform. It is beneficial!
I spot an error that the order of Dialogue action slot names and values are reversed.
https://github.com/huggingface/datasets/blob/649b2c469779bc4221e1b6969aa2496d63eb5953/datasets/multi_woz_v22/multi_woz_v22.py#L251-L262 | 23 | Dialogue action slot name and value are reversed in MultiWoZ 2.2
Hi @yjernite, thank you for adding MultiWoZ 2.2 in the huggingface datasets platform. It is beneficial!
I spot an error that the order of Dialogue action slot names and values are reversed.
https://github.com/huggingface/datasets/blob/649b2c469779bc4221e1b6969aa2496d63eb5953/datasets/multi_woz_v22/multi_woz_v22.py#L251-L262
Hi
Good catch ! Thanks for reporting
If you are interested in contributing, feel free to open a PR to fix this :) | [
0.4248684346675873,
-0.34569329023361206,
0.017481282353401184,
0.4803558886051178,
-0.21027450263500214,
-0.0071411458775401115,
0.1827976405620575,
0.11194036900997162,
-0.10078837722539902,
0.238650381565094,
-0.35799118876457214,
0.13056425750255585,
0.023053772747516632,
0.39279165863990784,
-0.023838071152567863,
-0.27589932084083557,
0.09429159015417099,
-0.013856878504157066,
0.04936852678656578,
0.13114479184150696,
-0.43564650416374207,
0.574742317199707,
-0.5933911800384521,
0.6446859240531921,
-0.1071591004729271,
-0.014253587462008,
0.06340254843235016,
0.11113515496253967,
-0.019426384940743446,
-0.05738990381360054,
0.02148459292948246,
0.08640268445014954,
-0.06867863982915878,
0.3353705108165741,
-0.00011619571159826592,
-0.29511579871177673,
0.2519221007823944,
0.11386789381504059,
0.017650417983531952,
-0.03079964406788349,
-0.2642219066619873,
0.08479456603527069,
-0.12489905953407288,
-0.13705843687057495,
0.2321760207414627,
0.18954376876354218,
-0.07462390512228012,
-0.08015922456979752,
0.27548885345458984,
-0.07842593640089035,
0.11571235954761505,
0.16482026875019073,
0.03574370965361595,
-0.05805362015962601,
-0.021584296599030495,
0.21988674998283386,
-0.0824434757232666,
0.1995960772037506,
0.021218743175268173,
0.12683901190757751,
0.074981190264225,
0.34179192781448364,
-0.20100325345993042,
0.013219931162893772,
-0.13651299476623535,
0.1374373435974121,
-0.006453379988670349,
0.08071981370449066,
-0.09426069259643555,
0.39448419213294983,
0.1280013918876648,
-0.20432308316230774,
-0.25424861907958984,
-0.3739621341228485,
0.2252252995967865,
0.010792925953865051,
0.28980979323387146,
0.3622594475746155,
0.1570698469877243,
0.20739442110061646,
0.021898318082094193,
0.21236377954483032,
0.2015574723482132,
-0.12399405241012573,
0.0848846361041069,
0.3029037415981293,
-0.1620904952287674,
0.08765264600515366,
-0.3311098515987396,
-0.24177934229373932,
0.006068545393645763,
0.24825073778629303,
-0.2515791952610016,
0.11569015681743622,
-0.42045265436172485,
0.20178726315498352,
0.033035002648830414,
0.3425067961215973,
-0.00988516490906477,
-0.1190015971660614,
0.24335314333438873,
0.10677631944417953,
-0.1916664093732834,
-0.12373384833335876,
0.20643644034862518,
0.3674933910369873,
0.3211269676685333,
-0.2541060745716095,
-0.13708917796611786,
0.26936808228492737,
0.2884454131126404,
0.0714493989944458,
-0.013193613849580288,
-0.5080451965332031,
-0.26497721672058105,
0.057499080896377563,
0.3858117461204529,
0.07275525480508804,
-0.18667016923427582,
-0.11297657340765,
-0.2294873744249344,
0.0604378804564476,
0.6087937355041504,
0.14586147665977478,
-0.31651780009269714,
0.45591285824775696,
0.18282300233840942,
0.29859456419944763,
-0.032790716737508774,
0.07395341247320175,
-0.039536796510219574,
-0.21161934733390808,
-0.22458171844482422,
0.23889945447444916,
0.11425215005874634,
0.49801382422447205,
0.24823684990406036,
0.2565266489982605,
0.6652234196662903,
-0.022322677075862885,
-0.04907038062810898,
0.14316418766975403,
-0.07278845459222794,
-0.2191019207239151,
0.19805513322353363,
0.5540355443954468,
-0.08750738203525543,
0.22384324669837952,
0.039396390318870544,
-0.07648564130067825,
-0.5501940250396729,
-0.1435861587524414,
0.11709637194871902,
0.1250048577785492,
0.0781775414943695,
0.10162493586540222,
-0.0038584652356803417,
-0.18536388874053955,
0.23740263283252716,
-0.16186077892780304,
0.19595038890838623,
0.1565701961517334,
-0.21366824209690094,
-0.117701455950737,
-0.17996740341186523,
0.033535923808813095,
0.2766270339488983,
0.04548368975520134,
0.1398201882839203,
0.02601274847984314,
0.086909718811512,
0.21264587342739105,
-0.16198399662971497,
-0.12176414579153061,
-0.3524562120437622,
0.32362550497055054,
-0.10488773137331009,
-0.5939319133758545,
-0.028926802799105644,
-0.08068409562110901,
-0.32537326216697693,
0.09640926867723465,
0.20777754485607147,
-0.0007429741090163589,
-0.05229124799370766,
-0.2352713942527771,
0.3298336863517761,
0.0540410578250885,
0.25771448016166687,
0.27217862010002136,
-0.14926981925964355,
-0.25564640760421753,
0.4765298366546631,
-0.304931104183197,
-0.25974419713020325,
0.0622309185564518,
-0.318313866853714,
0.16149578988552094,
0.5554066896438599,
-0.02443135343492031,
-0.14629758894443512,
0.058714792132377625,
-0.13424193859100342,
0.18563354015350342,
0.40088969469070435,
-0.059284038841724396,
-0.2871948182582855,
0.17100073397159576,
-0.7374215722084045,
-0.1946219950914383,
0.293994665145874,
0.0273173488676548,
-0.029029369354248047,
-0.02959953434765339,
-0.3857560455799103,
-0.10960780084133148,
0.10729572921991348,
0.074672169983387,
-0.183160662651062,
-0.37497782707214355,
-0.20763567090034485,
0.7400956749916077,
0.054477110505104065,
0.149410679936409,
-0.09582585096359253,
0.03850606456398964,
-0.0018460331484675407,
0.09115634858608246,
-0.028744643554091454,
0.30574285984039307,
0.4141574501991272,
0.17092818021774292,
-0.043063320219516754,
0.6762661933898926,
-0.01633295975625515,
0.20838436484336853,
-0.023159854114055634,
-0.21122053265571594,
0.08026877790689468,
-0.08808285742998123,
0.22062088549137115,
0.07090423256158829,
-0.1941143125295639,
0.10242197662591934,
-0.10426830500364304,
0.6511008143424988,
-0.24123023450374603,
0.002958398312330246,
-0.07783174514770508,
0.06698397547006607,
-0.024816039949655533,
-0.05098458379507065,
-0.41456615924835205,
-0.2964111268520355,
0.19800110161304474,
0.0032160035334527493,
-0.14465098083019257,
0.1842004805803299,
-0.46779248118400574,
0.01899517886340618,
0.526854932308197,
0.003645780496299267,
0.1161579042673111,
-0.1344464272260666,
0.0493614487349987,
-0.19658146798610687,
0.14016330242156982,
0.3095349967479706,
0.21366006135940552,
0.15535831451416016,
-0.21793511509895325,
0.03338680788874626,
-0.1488153636455536,
0.007561676669865847,
0.27909162640571594,
-0.11654543876647949,
-0.06713282316923141,
0.12576186656951904,
0.1785929799079895,
0.08130361139774323,
-0.0708082839846611,
0.5163920521736145,
0.20127159357070923,
-0.17686675488948822,
-0.4543139636516571,
-0.4007064998149872,
-0.38986703753471375,
-0.21145518124103546,
-0.34714648127555847,
-0.5310075283050537,
-0.21301226317882538,
-0.0491226390004158,
0.09001674503087997,
-0.16681435704231262,
0.17894400656223297,
0.21629726886749268,
0.22278769314289093,
0.05562505125999451,
0.00947438832372427,
0.4551240801811218,
-0.14282061159610748,
0.18387706577777863,
0.025618311017751694,
0.000818745291326195,
-0.3795510530471802,
0.21412110328674316,
0.008938103914260864,
-0.12963518500328064,
-0.28614893555641174,
-0.2201642245054245,
-0.34706470370292664,
0.13661549985408783,
0.011150561273097992,
-0.23314900696277618,
0.1379041075706482,
-0.06103259325027466,
0.30588990449905396,
-0.346012681722641,
0.28692689538002014,
0.197571262717247,
-0.07331037521362305,
0.25131964683532715,
-0.05235021933913231,
-0.18828995525836945,
-0.286294549703598,
-0.05198970064520836,
0.1491798609495163,
-0.04572347179055214,
0.5657225847244263,
-0.061018701642751694,
0.15356400609016418,
0.21297574043273926,
-0.43969467282295227,
-0.14460766315460205,
-0.38625770807266235,
0.36390700936317444,
-0.34919777512550354,
-0.37599608302116394,
0.2740388512611389,
-0.23828306794166565,
-0.007624369580298662,
-0.2874044179916382,
0.08024388551712036,
0.08123043924570084,
-0.24731670320034027,
0.23499701917171478,
-0.4288896322250366,
-0.24342919886112213,
-0.22023755311965942,
0.2920055687427521,
0.014922062866389751,
0.14979799091815948,
0.16769711673259735,
0.03719482198357582,
-0.27954789996147156,
-0.3579646050930023,
0.45297184586524963,
0.40938565135002136,
0.316884845495224,
0.14655748009681702,
-0.31831836700439453,
0.14415043592453003,
-0.13150502741336823,
0.19157196581363678,
0.42374950647354126,
-0.040343932807445526,
-0.05466388165950775,
-0.15758521854877472,
0.09401845932006836,
-0.42233023047447205,
0.42338523268699646,
0.0929759070277214,
0.2533917725086212,
0.13029474020004272,
0.1842268705368042,
-0.005336661823093891,
-0.03245638310909271,
0.26007843017578125,
-0.588978111743927,
-0.24076752364635468,
-0.44626888632774353,
0.16366061568260193,
-0.07696744054555893,
-0.0008847737335599959,
-0.14934128522872925,
-0.3815714716911316,
-0.007778291590511799,
0.3646033704280853,
-0.0682365745306015,
-0.10933620482683182,
-0.2107599377632141,
-0.29211288690567017,
0.06834535300731659,
0.0984131470322609,
0.09794088453054428,
-0.003086766926571727,
0.07323098182678223,
0.20953060686588287,
-0.011197446845471859,
0.0909685343503952,
-0.0722903460264206,
0.8490328788757324,
0.38086965680122375,
0.15896160900592804,
-0.1371573954820633,
0.05859237164258957,
-0.38186341524124146,
-0.34671199321746826,
-0.2079804241657257,
0.21966685354709625,
0.10291505604982376,
0.2258726805448532,
0.013581735081970692,
-0.3630976676940918,
0.38290509581565857,
-0.4260430335998535,
-0.14061951637268066,
-0.2655021548271179,
-0.02730541303753853,
0.3439024090766907,
-0.18935300409793854,
-0.40219348669052124,
-0.1628114879131317,
0.1936209797859192,
-0.07127363234758377,
-0.20609554648399353,
0.287833034992218,
0.019636331126093864,
0.12061531096696854,
-0.06545297801494598,
0.2733004689216614,
0.370609313249588,
-0.07061246782541275,
0.12106507271528244,
0.25036558508872986,
-0.19851040840148926,
-0.09209857881069183,
0.25199997425079346,
-0.16732031106948853,
-0.19303254783153534,
-0.315590500831604,
0.07802785187959671,
0.5454149842262268,
-0.3548976182937622,
0.19366511702537537,
-0.05911295488476753,
0.34583139419555664,
-0.18935582041740417,
-0.1768040508031845,
0.670011579990387,
0.2171916365623474,
0.059832263737916946,
-0.2858709990978241,
0.07239250093698502,
0.04446353763341904,
-0.3967035114765167,
0.1601862609386444,
0.3718758523464203,
-0.22702908515930176,
-0.3977588415145874,
0.06561367213726044,
0.9026188254356384,
0.07392241805791855,
-0.020496966317296028,
0.5355346202850342,
-0.27251026034355164,
0.18743611872196198,
-0.008345113135874271,
0.014412944205105305,
-0.027500392869114876,
0.2743513584136963,
-0.02584214322268963,
-0.08739683777093887,
-0.07415720820426941,
-0.05257609859108925,
-0.3574901223182678,
0.1298760175704956,
-0.0773586630821228,
-0.20541127026081085,
-0.39219385385513306,
-0.2816846966743469,
-0.05904780328273773,
-0.4611426293849945,
-0.1275654286146164,
0.040619801729917526,
0.026417018845677376,
-0.03528034687042236,
-0.16283057630062103,
-0.13201504945755005,
0.11652835458517075,
-0.05374038964509964,
-0.21623148024082184,
0.07811564207077026,
-0.6180946826934814,
-0.11730801314115524,
0.3643266558647156,
0.14410939812660217,
0.048934802412986755,
0.7493512034416199,
0.39921945333480835,
0.1004934087395668,
-0.10190669447183609,
-0.03467139974236488,
0.03805878385901451,
0.14689946174621582,
-0.20573541522026062,
0.25960201025009155,
0.05005236715078354,
-0.09483867883682251,
-0.27384617924690247,
-0.3900848925113678,
0.2031744122505188,
0.22133561968803406,
-0.2702946364879608,
0.14766277372837067,
0.17040619254112244,
-0.15506935119628906,
-0.1391901671886444,
0.24862124025821686,
0.39796182513237,
-0.11349091678857803,
0.07037317752838135,
0.032525356858968735,
-0.2852579355239868,
-0.07500536739826202,
-0.16046655178070068,
-0.1852906197309494,
-0.032634735107421875,
0.3739664554595947,
-0.09919793903827667,
-0.20634055137634277,
0.2567950487136841,
0.32250040769577026,
-0.09706655889749527,
0.04432187229394913,
-0.04258555546402931,
-0.22754007577896118,
-0.138737753033638,
-0.027630269527435303,
0.23974251747131348,
-0.3784756362438202,
-0.13648104667663574,
0.06083883345127106,
0.2178945392370224,
0.36612316966056824,
0.0013343683676794171,
-0.15553738176822662,
-0.10576178133487701,
0.2193029522895813,
0.23865211009979248,
-0.24830769002437592,
-0.14749354124069214,
0.022912058979272842,
0.2719472050666809,
-0.09555201232433319,
-0.26665621995925903,
0.2250196933746338,
-0.013728618621826172,
0.12349668890237808,
0.08066835254430771,
-0.2712792158126831,
0.047258634120225906,
0.014038963243365288,
0.1686256378889084,
-0.2445579469203949,
-0.07759284973144531,
-0.15665914118289948,
-0.23033130168914795,
0.09860455244779587,
-0.1059732586145401,
-0.18054573237895966,
0.2839009165763855,
-0.3058716952800751,
-0.025799043476581573,
-0.1783962845802307,
0.031036339700222015,
0.5340155959129333,
0.19806396961212158,
0.3427356481552124,
0.07379533350467682,
-0.26959750056266785,
-0.05488457530736923,
-0.016934433951973915,
-0.1495077908039093,
-0.258351594209671,
-0.15437084436416626,
-0.01088070496916771,
-0.34707000851631165,
-0.02554243989288807,
0.2065117359161377,
0.15993791818618774,
-0.05661604180932045,
0.19925189018249512,
0.07567022740840912,
-0.4159168601036072,
-0.05556650087237358,
0.27460339665412903,
0.32026246190071106,
-0.21265235543251038,
0.1599387526512146,
-0.03793182969093323,
-0.06892801821231842,
0.11960482597351074,
-0.13381792604923248,
-0.10151997208595276,
0.12735901772975922,
-0.1396164745092392,
-0.1532641053199768,
0.021178992465138435,
-0.40352141857147217,
-0.09856133162975311,
0.009617307223379612,
-0.05312391370534897,
0.024526890367269516,
-0.3315931558609009,
0.12228318303823471,
0.08533170819282532,
-0.11640416830778122,
0.2402064949274063,
0.30835971236228943,
0.11648406833410263,
0.16113874316215515,
0.13342761993408203,
0.30297577381134033,
0.02379930019378662,
0.080564945936203,
0.4619538486003876,
0.4842875301837921,
-0.12081422656774521,
-0.4640147089958191,
0.2537321448326111,
-0.237983837723732,
0.16309593617916107,
0.15704432129859924,
0.6198298931121826,
-0.1227153018116951,
-0.08650985360145569,
-0.39343544840812683,
0.32816705107688904,
-0.20678222179412842,
-0.33101993799209595,
-0.28289344906806946,
-0.032240644097328186,
-0.139027938246727,
-0.2844772934913635,
-0.07418926805257797,
0.23608355224132538,
0.4354279041290283,
0.18579083681106567,
-0.12638404965400696,
-0.5862568020820618,
-0.24767227470874786,
0.16148285567760468,
0.15319272875785828,
-0.2323198914527893,
0.24588130414485931,
0.17504361271858215,
-0.09987419843673706,
0.2778572142124176,
0.405160129070282,
0.19020597636699677,
0.3123472332954407,
-0.09237835556268692,
-0.036278627812862396,
0.0800686702132225,
0.043013621121644974,
0.0009690301958471537,
-0.1873483806848526,
0.2856106460094452,
0.28955790400505066,
-0.056799110025167465,
0.0739884302020073,
-0.1955513060092926,
0.136459082365036,
-0.06085332855582237,
0.2052817940711975,
-0.12298410385847092,
0.3780428469181061,
-0.42408549785614014,
-0.032069627195596695,
-0.24608300626277924,
0.0847504660487175,
-0.4977920651435852,
0.02175312489271164,
-0.13380193710327148,
0.08797959983348846,
-0.03838452324271202,
0.10691898316144943,
0.06770484894514084,
0.34950798749923706,
0.2672061324119568,
0.20330515503883362,
-0.052066534757614136,
-0.019025089219212532,
-0.08167769014835358,
-0.2635883092880249,
0.06482162326574326,
0.5914785861968994,
0.4455241858959198,
0.10269919782876968,
-0.038979899138212204,
-0.06547780334949493,
-0.25872427225112915,
0.3318720757961273,
-0.08064905554056168,
0.07486490160226822,
-0.01597996987402439,
-0.3904719650745392,
0.35144680738449097,
0.4120182693004608,
0.10349096357822418,
0.29829150438308716,
0.042788468301296234,
0.13801491260528564,
0.09909696877002716,
-0.06827368587255478,
0.10410404205322266,
0.3699246644973755,
-0.25380218029022217,
-0.46203872561454773,
-0.05375993251800537,
0.07159563899040222,
-0.10991561412811279,
-0.06809018552303314,
-0.06285501271486282,
-0.06395307928323746,
-0.05057579278945923,
-0.17505620419979095,
-0.22070927917957306,
-0.37779369950294495,
0.32294517755508423,
-0.2659551799297333,
-0.05384485423564911,
-0.13118654489517212,
-0.1632925271987915,
0.08749868720769882,
-0.18178290128707886,
-0.48351001739501953,
0.4868101477622986,
0.18750010430812836,
-0.0776987224817276,
0.15754996240139008,
-0.0747748613357544,
-0.04109842702746391,
0.24361629784107208,
-0.03568124771118164,
-0.2809417247772217,
0.5687159895896912,
-0.25218600034713745,
-0.05591844394803047,
-0.13198472559452057,
0.451064795255661,
-0.38662222027778625,
-0.11061254888772964,
-0.22379839420318604,
-0.006583640817552805,
0.09025243669748306,
0.17364108562469482,
-0.18968906998634338,
0.20940572023391724,
-0.16016621887683868,
-0.25733432173728943,
-0.12313302606344223,
-0.00990109983831644,
0.5217807292938232,
-0.3492456376552582,
0.2818291187286377,
0.11117410659790039
] |
https://github.com/huggingface/datasets/issues/2123 | Problem downloading GEM wiki_auto_asset_turk dataset | Hi,
sadly I can't replicate the problem on my Windows machine. Try to update the library to the newest version with:
```bash
pip install git+https://github.com/huggingface/datasets
``` | @yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family | 26 | Problem downloading GEM wiki_auto_asset_turk dataset
@yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family
Hi,
sadly I can't replicate the problem on my Windows machine. Try to update the library to the newest version with:
```bash
pip install git+https://github.com/huggingface/datasets
``` | [
-0.0816880390048027,
-0.028079651296138763,
-0.04647589847445488,
0.44956374168395996,
0.2806960940361023,
0.11595890671014786,
0.31619468331336975,
0.17786066234111786,
0.24703973531723022,
-0.11711520701646805,
0.1766643077135086,
0.17229755222797394,
0.11423476785421371,
-0.0033530239015817642,
-0.16862846910953522,
-0.1824517697095871,
-0.015406633727252483,
-0.07302781939506531,
0.05976720526814461,
-0.18034756183624268,
-0.025909600779414177,
0.2145032435655594,
-0.10212220996618271,
-0.12988631427288055,
-0.2996246814727783,
0.1392061710357666,
0.07057549804449081,
-0.05796822905540466,
-0.28353530168533325,
-0.0846160352230072,
0.5160745978355408,
0.015268892981112003,
0.05412491783499718,
0.3606868386268616,
-0.00011917750089196488,
-0.08839106559753418,
0.4347234070301056,
-0.07555491477251053,
-0.09628985822200775,
-0.4143652617931366,
-0.1749695986509323,
-0.483308345079422,
0.1066899374127388,
-0.2166323959827423,
0.12621533870697021,
0.3857177197933197,
-0.08583446592092514,
0.18573275208473206,
0.055199626833200455,
0.006707619410008192,
0.18971310555934906,
0.33244994282722473,
0.10762173682451248,
-0.012392628937959671,
0.1707162857055664,
-0.4481363296508789,
-0.2214537113904953,
0.0033135665580630302,
-0.17965760827064514,
0.13151052594184875,
0.0395614355802536,
0.19444851577281952,
-0.09390450268983841,
0.3865470290184021,
0.14328177273273468,
0.16569772362709045,
-0.11273211240768433,
-0.5313157439231873,
0.3458317220211029,
0.35034626722335815,
0.7223217487335205,
-0.1362181454896927,
-0.42949363589286804,
-0.18293823301792145,
0.01097786147147417,
0.0725165605545044,
0.1456318497657776,
0.4450255036354065,
-0.43671756982803345,
0.06262616813182831,
-0.48042961955070496,
-0.010817136615514755,
-0.050439514219760895,
0.1969982534646988,
-0.27798521518707275,
0.15387208759784698,
-0.1802167445421219,
0.02754821442067623,
0.02240161970257759,
-0.019343094900250435,
-0.5223580598831177,
-0.27525594830513,
-0.19004520773887634,
0.3314400911331177,
-0.31892260909080505,
0.12277538329362869,
0.07557357102632523,
0.2214292585849762,
0.3313710391521454,
0.3213438391685486,
0.06061764433979988,
0.21028652787208557,
-0.20321255922317505,
0.06879962235689163,
0.12377157062292099,
0.3406439423561096,
-0.01890239492058754,
-0.3897574245929718,
0.24350522458553314,
0.14552336931228638,
-0.00943154376000166,
0.06124831363558769,
-0.13621962070465088,
-0.05310693755745888,
0.2008860558271408,
-0.3221498727798462,
0.14963747560977936,
-0.10727234184741974,
-0.14800168573856354,
0.3196874260902405,
0.1803126335144043,
-0.08442899584770203,
-0.12697681784629822,
0.22174511849880219,
-0.3037921190261841,
-0.12069395929574966,
-0.17476797103881836,
0.3599666357040405,
-0.17787720263004303,
0.150255486369133,
-0.038337305188179016,
-0.1955488920211792,
-0.0761464461684227,
-0.08926374465227127,
0.2936599850654602,
-0.3465346693992615,
0.43339648842811584,
0.13677442073822021,
-0.1526527851819992,
-0.11691160500049591,
-0.12875646352767944,
-0.039041917771101,
0.09819741547107697,
0.30597373843193054,
0.1316254436969757,
0.8464611768722534,
-0.0953703448176384,
-0.19500209391117096,
-0.002344864420592785,
-0.021980343386530876,
-0.22240065038204193,
-0.1721915453672409,
-0.161569744348526,
0.1161728948354721,
-0.5253875851631165,
-0.2442702353000641,
-0.08053477853536606,
0.262337327003479,
0.1820070594549179,
-0.13391172885894775,
-0.04985574632883072,
0.05472182855010033,
0.0323241762816906,
-0.20656010508537292,
0.5081893801689148,
0.640799343585968,
-0.18340671062469482,
-0.09221749752759933,
-0.0692974328994751,
0.049692992120981216,
0.4750281870365143,
0.027859216555953026,
0.05670660361647606,
-0.264519602060318,
-0.07624604552984238,
0.339823842048645,
0.1568063348531723,
0.04189983755350113,
-0.6642844676971436,
0.2593209445476532,
-0.11471434682607651,
0.34749019145965576,
0.04572895169258118,
0.14486540853977203,
0.07916852086782455,
0.21383385360240936,
-0.29151827096939087,
0.21786636114120483,
0.0779673159122467,
-0.1681089699268341,
-0.34590986371040344,
-0.5063444972038269,
0.032699618488550186,
0.06524071842432022,
0.10508394986391068,
-0.03522612527012825,
0.09226849675178528,
-0.029713623225688934,
0.3413635492324829,
0.2768877446651459,
0.27601268887519836,
0.10049375146627426,
0.16943393647670746,
-0.19272290170192719,
-0.03915664553642273,
-0.1571122109889984,
-0.09866868704557419,
0.433670312166214,
0.5681743025779724,
0.07558304816484451,
-0.040305595844984055,
0.05293358489871025,
-0.2321750819683075,
-0.09863609820604324,
-0.28446924686431885,
-0.061379097402095795,
0.032041218131780624,
0.13661573827266693,
0.27584293484687805,
0.3003492057323456,
0.06417598575353622,
0.05887536332011223,
-0.02738342247903347,
0.0769524872303009,
-0.03649738430976868,
0.1805669665336609,
0.11569753289222717,
-0.15360814332962036,
-0.17361795902252197,
-0.038075510412454605,
-0.02462037093937397,
0.12010326981544495,
-0.174035906791687,
-0.001602673321031034,
-0.25246462225914,
0.13768813014030457,
-0.00119967688806355,
-0.04219766706228256,
0.18141846358776093,
0.09248679131269455,
-0.08200132846832275,
0.03425474092364311,
0.158793106675148,
0.024061810225248337,
-0.04824790731072426,
0.11658380925655365,
0.19641543924808502,
0.37608802318573,
-0.015662776306271553,
0.197614386677742,
0.301595538854599,
-0.02306174673140049,
-0.010158729739487171,
-0.04835879057645798,
0.34863269329071045,
-0.29175758361816406,
-0.09285858273506165,
-0.05292893201112747,
-0.1222141832113266,
0.29721295833587646,
0.544085681438446,
0.1440677046775818,
0.10427968949079514,
0.27069783210754395,
-0.3404788672924042,
0.05801552161574364,
0.007460841443389654,
0.5212216377258301,
0.27173739671707153,
0.1254093497991562,
0.24124126136302948,
-0.33571577072143555,
0.02278437651693821,
-0.22539052367210388,
0.050449296832084656,
0.34119555354118347,
0.031013432890176773,
0.41006574034690857,
0.11522524803876877,
0.15890389680862427,
-0.1292015165090561,
-0.0007828216184861958,
0.09249409288167953,
0.10122871398925781,
-0.061356764286756516,
-0.08277612179517746,
-0.2790414094924927,
0.2550801634788513,
0.01913304254412651,
-0.4520641565322876,
-0.18735995888710022,
-0.16901695728302002,
-0.1112910658121109,
0.06013605371117592,
0.014931349083781242,
-0.08296256512403488,
-0.12731407582759857,
-0.18437312543392181,
-0.07799406349658966,
-0.46612754464149475,
-0.3761633634567261,
-0.03931928426027298,
-0.33380958437919617,
-0.054367732256650925,
0.13496966660022736,
-0.10559836775064468,
0.34032660722732544,
-0.1259235441684723,
0.08955374360084534,
-0.15391311049461365,
-0.23830005526542664,
0.03642043098807335,
-0.03915555030107498,
0.4648873805999756,
-0.22741197049617767,
0.4167215824127197,
-0.21836374700069427,
-0.09464051574468613,
0.20818865299224854,
-0.011789019219577312,
0.011748604476451874,
0.16015289723873138,
0.10840077698230743,
-0.1841399222612381,
-0.12142551690340042,
-0.2491452842950821,
-0.3370249271392822,
-0.36700671911239624,
0.055495020002126694,
0.17506694793701172,
-0.060315459966659546,
0.12394939363002777,
0.23809461295604706,
0.05048824101686478,
0.07896940410137177,
0.0597548633813858,
-0.054667361080646515,
-0.31527817249298096,
0.7877446413040161,
-0.09810715168714523,
-0.4563619792461395,
0.25282230973243713,
0.019449234008789062,
0.3236146867275238,
0.11902238428592682,
-0.541838526725769,
0.19383084774017334,
-0.20759893953800201,
0.25285604596138,
0.31192317605018616,
0.13340583443641663,
0.06597805768251419,
-0.300631046295166,
0.08505798876285553,
-0.14488480985164642,
-0.06482262909412384,
-0.051828332245349884,
0.034530531615018845,
0.25224703550338745,
0.044878039509058,
0.2808903157711029,
0.07305256277322769,
0.8497210741043091,
0.34719064831733704,
-0.12782490253448486,
0.43303734064102173,
0.022269975394010544,
0.12226417660713196,
0.027524039149284363,
-0.21620365977287292,
-0.18812839686870575,
-0.2801280915737152,
0.19280476868152618,
0.19710011780261993,
0.25688543915748596,
-0.1927209347486496,
-0.07057920843362808,
-0.035484232008457184,
-0.4562744200229645,
-0.35661280155181885,
-0.15646708011627197,
0.17494630813598633,
0.019850153475999832,
0.2528768479824066,
0.3252742886543274,
0.0419689416885376,
-0.3157901465892792,
0.07094725966453552,
0.6042258739471436,
-0.018090009689331055,
0.13276197016239166,
0.09600558131933212,
0.09638477861881256,
-0.6682865619659424,
0.08018974959850311,
-0.07313452661037445,
0.052444037050008774,
-0.058633022010326385,
0.07503246515989304,
0.1558498591184616,
-0.16773463785648346,
0.2104664444923401,
-0.168573796749115,
0.11925008893013,
-0.1813424527645111,
-0.1501007080078125,
-0.2522384822368622,
-0.18857520818710327,
0.030153334140777588,
-0.017100047320127487,
0.49719327688217163,
0.06766042858362198,
-0.3547148108482361,
-0.04692938178777695,
0.03192711994051933,
0.1990066021680832,
-0.13856488466262817,
-0.2439803183078766,
-0.27316907048225403,
-0.45306527614593506,
-0.31381362676620483,
-0.16196209192276,
-0.159906804561615,
0.3852408528327942,
-0.18530510365962982,
-0.2951051890850067,
-0.07741563022136688,
0.24959906935691833,
0.1731642484664917,
-0.03361315652728081,
0.3335486054420471,
0.12548786401748657,
0.46048468351364136,
0.09826354682445526,
-0.04912771284580231,
-0.20592162013053894,
0.5613111853599548,
0.2876955270767212,
0.004021653439849615,
0.04033835977315903,
-0.30949991941452026,
0.005994570441544056,
0.22278819978237152,
-0.19435934722423553,
0.00888759270310402,
-0.04279644414782524,
0.2556527554988861,
-0.2304721176624298,
0.004415565170347691,
0.2676945924758911,
-0.04390648379921913,
-0.16576579213142395,
-0.3439022898674011,
0.7110813856124878,
-0.18708959221839905,
0.007370644249022007,
0.18144741654396057,
0.3193116784095764,
0.1108463704586029,
0.19710451364517212,
-0.10536692291498184,
0.782393217086792,
0.03102777525782585,
0.006850613746792078,
0.09072420001029968,
0.006608705502003431,
0.42809292674064636,
-0.18397347629070282,
0.10171709209680557,
-0.2968287765979767,
0.16755416989326477,
-0.11274540424346924,
0.06549885869026184,
-0.11942923069000244,
0.03177770599722862,
-0.11006604135036469,
0.10770602524280548,
-0.1043974831700325,
0.22212393581867218,
0.0014603242743760347,
0.058844614773988724,
-0.42587751150131226,
-0.15709587931632996,
-0.027179818600416183,
0.105296790599823,
0.08115945011377335,
0.6855869889259338,
0.022678226232528687,
-0.24247486889362335,
-0.2606498599052429,
-0.10971971601247787,
-0.613561749458313,
0.10319064557552338,
0.05003415793180466,
-0.10132530331611633,
-0.14354261755943298,
-0.4398382008075714,
0.010419221594929695,
0.4039468467235565,
0.010088406503200531,
0.14774230122566223,
-0.3837985098361969,
0.2592807710170746,
-0.35606807470321655,
-0.0807948112487793,
0.15738897025585175,
-0.09868389368057251,
0.098084956407547,
-0.22207975387573242,
-0.2630309462547302,
-0.052091795951128006,
-0.10264958441257477,
0.2872571051120758,
-0.18423126637935638,
0.09939561039209366,
0.16688023507595062,
-0.0009768940508365631,
-0.326490193605423,
0.08992169797420502,
-0.03641144186258316,
-0.10962556302547455,
0.10866569727659225,
0.11197683960199356,
0.07540557533502579,
0.22908303141593933,
0.11395265907049179,
-0.26539114117622375,
-0.2274807095527649,
0.45596808195114136,
-0.2483862340450287,
0.12480200082063675,
0.3189176619052887,
-0.03182808682322502,
-0.24073420464992523,
-0.09669093787670135,
-0.10995364934206009,
0.03593410551548004,
-0.7207139730453491,
-0.24189655482769012,
0.052649058401584625,
0.3125581741333008,
-0.11537785828113556,
-0.11670127511024475,
0.1347852200269699,
-0.4312649071216583,
-0.2894400656223297,
-0.45843613147735596,
0.18004600703716278,
0.10599362105131149,
-0.04088948667049408,
0.10172697901725769,
-0.4367370009422302,
-0.43327096104621887,
0.3100477457046509,
0.07612992078065872,
-0.17049413919448853,
0.0007378376321867108,
-0.10806098580360413,
-0.15161113440990448,
0.21512258052825928,
0.2728159427642822,
0.23047812283039093,
0.09916281700134277,
-0.015070012770593166,
0.08015205711126328,
-0.19008144736289978,
-0.13838905096054077,
-0.17027519643306732,
0.19586597383022308,
0.14055506885051727,
0.021182887256145477,
0.19880399107933044,
-0.08945511281490326,
-0.21010245382785797,
-0.10730572789907455,
0.21274296939373016,
0.01083470694720745,
-0.04499007388949394,
0.053858064115047455,
0.06547455489635468,
0.41790324449539185,
-0.4134477972984314,
0.10119901597499847,
-0.07695852965116501,
0.8318884968757629,
0.0498320646584034,
-0.022862020879983902,
0.5013242959976196,
0.11817413568496704,
-0.16987359523773193,
-0.1642746776342392,
-0.09662863612174988,
-0.11652500927448273,
0.3193700313568115,
-0.2874973714351654,
0.4792013168334961,
0.14380890130996704,
0.12565971910953522,
0.3302176296710968,
-0.05931052565574646,
-0.0504484586417675,
0.20035496354103088,
0.22628803551197052,
-0.13594184815883636,
-0.14414523541927338,
0.016187423840165138,
0.028667207807302475,
-0.019942764192819595,
-0.08073926717042923,
0.12977659702301025,
-0.27700573205947876,
-0.21011653542518616,
0.04140849784016609,
0.5093350410461426,
-0.13777542114257812,
-0.17086316645145416,
0.49478280544281006,
0.055907465517520905,
0.3179512023925781,
-0.04975106194615364,
-0.05348394811153412,
-0.15063555538654327,
0.3966699242591858,
-0.13694284856319427,
0.3893028497695923,
0.020155789330601692,
0.12616248428821564,
-0.40250399708747864,
-0.47966325283050537,
-0.06442033499479294,
0.07339423894882202,
-0.12306274473667145,
0.288869172334671,
0.08237514644861221,
0.38915789127349854,
0.07586193829774857,
0.004795340355485678,
-0.47737976908683777,
-0.015960846096277237,
0.0408853217959404,
-0.08416857570409775,
0.05046679824590683,
-0.35930442810058594,
-0.18008896708488464,
0.36547404527664185,
0.0755966454744339,
-0.16844001412391663,
0.3236732482910156,
0.10395784676074982,
-0.17194093763828278,
-0.6745167970657349,
-0.04642826318740845,
-0.07193697988986969,
0.0678931400179863,
-0.2763386368751526,
0.06873001158237457,
0.21371111273765564,
-0.15656426548957825,
-0.07317560166120529,
0.07832232117652893,
0.39244550466537476,
0.3857095241546631,
0.08320128917694092,
-0.014166487380862236,
0.029501084238290787,
-0.037341516464948654,
-0.24442915618419647,
0.38666266202926636,
0.24927346408367157,
-0.039811015129089355,
0.11741676926612854,
0.09380876272916794,
-0.25249338150024414,
0.13721583783626556,
0.03139713406562805,
-0.03664291277527809,
-0.2242296189069748,
0.6495136022567749,
-0.35688573122024536,
0.13878929615020752,
-0.13061003386974335,
-0.33635345101356506,
-0.38082167506217957,
-0.029645325616002083,
0.32372620701789856,
0.08746365457773209,
0.06380803883075714,
-0.32568222284317017,
0.034292273223400116,
-0.2143956869840622,
0.2552117705345154,
0.10645702481269836,
0.14825603365898132,
-0.2821870446205139,
0.08133847266435623,
-0.7299486994743347,
-0.017394637688994408,
0.13751600682735443,
0.021473722532391548,
-0.05835878103971481,
0.29935675859451294,
-0.28977543115615845,
0.1507231891155243,
0.20902439951896667,
-0.09645488113164902,
0.25721538066864014,
0.3506222069263458,
-0.27753108739852905,
-0.031781237572431564,
-0.31941184401512146,
-0.013292529620230198,
-0.07512877136468887,
-0.2688682973384857,
0.27876073122024536,
-0.5796877145767212,
-0.06785955280065536,
-0.06517565250396729,
0.003957049921154976,
0.1840030550956726,
-0.3104119896888733,
0.7294006943702698,
0.028063252568244934,
0.3549133837223053,
-0.08167895674705505,
-0.10186875611543655,
-0.3929450213909149,
0.05223243311047554,
-0.0009311919566243887,
0.19370317459106445,
-0.14030423760414124,
0.2974936366081238,
0.0782981738448143,
0.09302561730146408,
-0.13263191282749176,
-0.11258402466773987,
0.12304618209600449,
0.28251269459724426,
0.00017692412075120956,
-0.3003873825073242,
-0.04450535029172897,
0.08815599977970123,
0.2207866907119751,
0.31692588329315186,
-0.13062860071659088,
0.17513969540596008,
-0.19640424847602844,
-0.2953554391860962,
0.3967742919921875,
-0.3647971749305725,
-0.17163099348545074,
-0.0875280424952507,
0.16228756308555603,
0.34070315957069397,
-0.07468214631080627,
-0.5330122113227844,
0.012224039994180202,
0.2591095268726349,
-0.10607526451349258,
-0.25068116188049316,
0.15627406537532806,
0.06404654681682587,
-0.154590904712677,
-0.029387004673480988,
0.24503496289253235,
0.031132718548178673,
-0.3094673752784729,
0.3645012080669403,
-0.14937816560268402
] |
https://github.com/huggingface/datasets/issues/2123 | Problem downloading GEM wiki_auto_asset_turk dataset | Is there an error message ?
What stacktrace do you get if you interrupt the execution of the program while downloading ? | @yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family | 22 | Problem downloading GEM wiki_auto_asset_turk dataset
@yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family
Is there an error message ?
What stacktrace do you get if you interrupt the execution of the program while downloading ? | [
-0.13216234743595123,
0.014239229261875153,
-0.08156013488769531,
0.43999409675598145,
0.29924476146698,
0.14021821320056915,
0.37947338819503784,
0.14778801798820496,
0.2320191115140915,
-0.04262927174568176,
0.23447082936763763,
0.14406724274158478,
0.10741288214921951,
-0.021876530721783638,
-0.19619187712669373,
-0.1418476700782776,
-0.07749102264642715,
-0.06995179504156113,
0.133187398314476,
-0.1573002189397812,
-0.08628778159618378,
0.17461422085762024,
-0.16014310717582703,
-0.04029078036546707,
-0.2822527289390564,
0.03166458383202553,
0.12520229816436768,
0.030635930597782135,
-0.2620680332183838,
-0.15334796905517578,
0.5731251835823059,
0.05439625307917595,
0.07772879302501678,
0.41277197003364563,
-0.00011594790703384206,
-0.037051569670438766,
0.4838813841342926,
-0.08064240962266922,
-0.09328088909387589,
-0.43434736132621765,
-0.2929490804672241,
-0.4289579391479492,
0.14034250378608704,
-0.30423855781555176,
0.25898629426956177,
0.3699571192264557,
-0.04719367250800133,
0.12294253706932068,
0.12231539934873581,
0.0604698546230793,
0.20332741737365723,
0.2653101086616516,
0.09522957354784012,
0.01269608922302723,
0.2613678574562073,
-0.5051373839378357,
-0.15506918728351593,
0.033941056579351425,
-0.24033965170383453,
0.206971675157547,
0.061353471130132675,
0.14254456758499146,
-0.14775164425373077,
0.4220524728298187,
0.07426543533802032,
0.10518603026866913,
-0.046268660575151443,
-0.6357186436653137,
0.3205804228782654,
0.41542428731918335,
0.7859737277030945,
-0.08363023400306702,
-0.3444291651248932,
-0.08041089028120041,
0.03736024722456932,
0.01711159013211727,
0.13685552775859833,
0.46560317277908325,
-0.476764976978302,
0.04954575374722481,
-0.39803728461265564,
0.00676934327930212,
-0.040577784180641174,
0.19481261074543,
-0.3115481734275818,
0.1401270478963852,
-0.15466783940792084,
0.07386530190706253,
-0.09895321726799011,
0.08637746423482895,
-0.29810959100723267,
-0.34272894263267517,
-0.11500392109155655,
0.28186720609664917,
-0.4654178321361542,
0.11564397066831589,
0.1317998170852661,
0.021356957033276558,
0.24425260722637177,
0.27954575419425964,
0.06940852105617523,
0.21858273446559906,
-0.1733073592185974,
0.10269413888454437,
0.201117143034935,
0.29092589020729065,
-0.10334207862615585,
-0.3722577393054962,
0.2547002136707306,
0.1148327887058258,
0.0021216876339167356,
0.04271026328206062,
-0.1206836849451065,
0.003535678144544363,
0.23967880010604858,
-0.2869569957256317,
0.23407122492790222,
-0.12004024535417557,
-0.20408381521701813,
0.38727831840515137,
0.03142118826508522,
-0.06654307246208191,
-0.18575170636177063,
0.2559366524219513,
-0.16817060112953186,
-0.08811241388320923,
-0.14469210803508759,
0.3099091649055481,
-0.154985249042511,
0.10476285219192505,
-0.08532439917325974,
-0.19816891849040985,
-0.0362769290804863,
-0.1300715059041977,
0.21489165723323822,
-0.2713965177536011,
0.34525373578071594,
0.12410543859004974,
-0.15398545563220978,
-0.1573798805475235,
-0.008105326443910599,
-0.11004207283258438,
0.11437106132507324,
0.33902138471603394,
0.1603039801120758,
0.8072764277458191,
-0.07440993934869766,
-0.1066131517291069,
-0.0066191451624035835,
0.0822717547416687,
-0.25628650188446045,
-0.2304994910955429,
-0.09002022445201874,
0.15751482546329498,
-0.46142804622650146,
-0.1936812847852707,
-0.04241970553994179,
0.2153877168893814,
0.16265429556369781,
-0.18992821872234344,
-0.08492345362901688,
-0.009952768683433533,
0.05806301534175873,
-0.2518064081668854,
0.47880518436431885,
0.5534904599189758,
-0.3083433210849762,
-0.0215370561927557,
-0.11117562651634216,
-0.019427498802542686,
0.4509566128253937,
0.0034097512252628803,
0.002683446044102311,
-0.03429092466831207,
-0.07464104890823364,
0.3815181255340576,
0.3053489029407501,
0.03751884028315544,
-0.6943233609199524,
0.27038198709487915,
-0.18996676802635193,
0.26983553171157837,
-0.06332656741142273,
0.14155162870883942,
0.13295334577560425,
0.18154248595237732,
-0.32579705119132996,
0.254783570766449,
0.0073144687339663506,
-0.16068971157073975,
-0.34782087802886963,
-0.5174868702888489,
0.10668326914310455,
0.09589744359254837,
0.14353862404823303,
-0.04423569515347481,
0.10809087008237839,
-0.02467983402311802,
0.31506842374801636,
0.2980011999607086,
0.20287249982357025,
0.15489692986011505,
0.1308111697435379,
-0.22103583812713623,
-0.09339892864227295,
-0.14038950204849243,
-0.005631034262478352,
0.37072521448135376,
0.5322474837303162,
0.06015811860561371,
-0.009159278124570847,
0.048691749572753906,
-0.30593419075012207,
-0.06592492759227753,
-0.291171133518219,
-0.08816289901733398,
0.07568752020597458,
0.08474092185497284,
0.210838183760643,
0.35495203733444214,
0.012400202453136444,
0.08669174462556839,
-0.06555074453353882,
0.07275930792093277,
0.04452427849173546,
0.21004535257816315,
0.040130291134119034,
-0.14693336188793182,
-0.21578481793403625,
-0.11210017651319504,
-0.035180311650037766,
0.046337373554706573,
-0.26124608516693115,
0.1182316243648529,
-0.23261678218841553,
0.08062691241502762,
-0.017480114474892616,
-0.1799469143152237,
0.0855991467833519,
0.0720398798584938,
-0.07704724371433258,
0.0010034959996119142,
0.22715650498867035,
-0.02082841470837593,
0.0648418664932251,
0.04804803431034088,
0.22591827809810638,
0.3803308606147766,
-0.0249136034399271,
0.1595378816127777,
0.341937780380249,
-0.0640391930937767,
0.04537075757980347,
0.03324909508228302,
0.34000658988952637,
-0.18625107407569885,
-0.11970798671245575,
-0.1674407571554184,
-0.13240033388137817,
0.19077782332897186,
0.5834681391716003,
0.07616575062274933,
0.07216892391443253,
0.21466578543186188,
-0.29844510555267334,
0.04526835307478905,
0.00920865498483181,
0.5815958380699158,
0.32405272126197815,
0.11710242927074432,
0.20980821549892426,
-0.34706878662109375,
0.06776194274425507,
-0.22484812140464783,
0.034548159688711166,
0.38473162055015564,
0.06527232378721237,
0.425638347864151,
0.12019157409667969,
0.1514936089515686,
-0.08371809870004654,
-0.11623071134090424,
0.16352880001068115,
0.1416744738817215,
-0.006845206022262573,
-0.042900390923023224,
-0.23254382610321045,
0.15404948592185974,
0.059819839894771576,
-0.4542248249053955,
-0.16087549924850464,
-0.27003636956214905,
-0.11197403818368912,
-0.011542722582817078,
0.01201681699603796,
-0.03200902044773102,
-0.19505690038204193,
-0.17261739075183868,
-0.027160517871379852,
-0.3007727563381195,
-0.31058868765830994,
-0.14251255989074707,
-0.3204440176486969,
-0.05354660004377365,
0.13488462567329407,
-0.05968903750181198,
0.3072901964187622,
-0.10359570384025574,
0.0955522283911705,
-0.05903996527194977,
-0.1923726499080658,
0.1506725400686264,
0.020946355536580086,
0.3641674816608429,
-0.19459886848926544,
0.41042980551719666,
-0.1434185802936554,
-0.14195500314235687,
0.15348468720912933,
-0.01618366315960884,
0.009125209413468838,
0.23766814172267914,
0.13524620234966278,
-0.17964985966682434,
-0.11438897252082825,
-0.3453751504421234,
-0.3516605496406555,
-0.3800871968269348,
-0.08705218881368637,
0.15931916236877441,
-0.03950135409832001,
0.015104329213500023,
0.1947154998779297,
0.144131138920784,
0.09858942031860352,
-0.036461714655160904,
-0.08534735441207886,
-0.3460052013397217,
0.730236828327179,
-0.1546863615512848,
-0.3846495449542999,
0.2962002754211426,
-0.07900983095169067,
0.29843154549598694,
0.13664814829826355,
-0.5572381615638733,
0.27801668643951416,
-0.24170760810375214,
0.20900340378284454,
0.18660788238048553,
0.03987640514969826,
0.10154100507497787,
-0.25533658266067505,
0.0548727847635746,
-0.12689462304115295,
-0.049645308405160904,
0.008050164207816124,
0.0881618857383728,
0.3132704496383667,
0.0028210163582116365,
0.314316064119339,
0.02172708511352539,
0.9094249606132507,
0.28008565306663513,
-0.11648136377334595,
0.377239465713501,
0.05089637264609337,
0.0764649286866188,
0.0019649097230285406,
-0.13391241431236267,
-0.15276175737380981,
-0.22878706455230713,
0.030708007514476776,
0.13792851567268372,
0.10207346826791763,
-0.30402103066444397,
-0.1034984141588211,
0.008299480192363262,
-0.4625455141067505,
-0.4070032835006714,
-0.20328952372074127,
0.14943382143974304,
0.05583085119724274,
0.2711261808872223,
0.3171422779560089,
0.05343057960271835,
-0.19460105895996094,
-0.013960666954517365,
0.5690125226974487,
-0.04949580132961273,
0.03507868945598602,
0.09903718531131744,
0.20035062730312347,
-0.5515700578689575,
0.10029780119657516,
-0.04059947282075882,
0.07728535681962967,
-0.07273507118225098,
0.0966603234410286,
0.16132855415344238,
-0.16984501481056213,
0.18406841158866882,
-0.26042163372039795,
0.08848805725574493,
-0.07463046908378601,
-0.05901008099317551,
-0.3061174154281616,
-0.2616581320762634,
-0.06274896115064621,
0.00018021490541286767,
0.5773655772209167,
-0.08712936192750931,
-0.3358073830604553,
0.04492061585187912,
0.09695465117692947,
0.13663382828235626,
-0.17198234796524048,
-0.29329344630241394,
-0.25317680835723877,
-0.4875628650188446,
-0.3430597484111786,
-0.09709712117910385,
-0.1672290861606598,
0.2974109649658203,
-0.2426985800266266,
-0.31570497155189514,
-0.10757076740264893,
0.3118186593055725,
0.09277129918336868,
0.02177252806723118,
0.2937590777873993,
0.047188788652420044,
0.3761805295944214,
0.08467588573694229,
-0.161900132894516,
-0.08903871476650238,
0.5246003866195679,
0.42965370416641235,
0.022899234667420387,
0.09549546241760254,
-0.349996417760849,
0.03995775803923607,
0.24792352318763733,
-0.1904248148202896,
0.016061699017882347,
-0.08250276744365692,
0.252456396818161,
-0.14524416625499725,
0.04140579327940941,
0.30163219571113586,
-0.04419240355491638,
-0.20935864746570587,
-0.3414808511734009,
0.60509192943573,
-0.24462449550628662,
-0.04573117569088936,
0.11852691322565079,
0.14048166573047638,
0.1521068513393402,
0.2632792294025421,
-0.0781993567943573,
0.8599665760993958,
0.0772288367152214,
-0.07744566351175308,
0.09890023618936539,
-0.008411414921283722,
0.40279728174209595,
-0.2912653684616089,
0.17713099718093872,
-0.2803228497505188,
0.013239288702607155,
-0.1299610435962677,
-0.015846114605665207,
-0.10592780262231827,
0.06550412625074387,
-0.1470298320055008,
0.06472977995872498,
-0.15145982801914215,
0.1660870462656021,
-0.0288570336997509,
0.0485917404294014,
-0.3781792223453522,
-0.12385035306215286,
0.06219347193837166,
0.14179374277591705,
0.01017167791724205,
0.6449922919273376,
-0.03195789456367493,
-0.25416743755340576,
-0.23285607993602753,
-0.09898485243320465,
-0.5923771858215332,
0.11343663930892944,
0.07270894199609756,
-0.08705826848745346,
-0.2581639885902405,
-0.4596542418003082,
0.050005603581666946,
0.3805043399333954,
-0.021178297698497772,
0.16245150566101074,
-0.3153129816055298,
0.2178960144519806,
-0.307172030210495,
-0.067948117852211,
0.14693698287010193,
-0.07498569786548615,
0.14096203446388245,
-0.1598259061574936,
-0.30134105682373047,
0.045402493327856064,
-0.1186194121837616,
0.2993144392967224,
-0.06795287877321243,
0.08145328611135483,
0.20126208662986755,
-0.11598271876573563,
-0.367344468832016,
0.13972286880016327,
-0.042669426649808884,
-0.1423514485359192,
0.12724526226520538,
0.10442093759775162,
0.039663635194301605,
0.24157966673374176,
0.14277608692646027,
-0.3163483440876007,
-0.2593218982219696,
0.3870815932750702,
-0.20762918889522552,
0.21820135414600372,
0.394133597612381,
-0.07090041041374207,
-0.24791371822357178,
-0.11537258327007294,
-0.08830265700817108,
-0.10541824251413345,
-0.6121989488601685,
-0.2186027467250824,
-0.025192560628056526,
0.3561534583568573,
-0.16149722039699554,
-0.13363629579544067,
0.10485003143548965,
-0.3490833342075348,
-0.3628377616405487,
-0.5235509276390076,
0.13061898946762085,
0.06568508595228195,
-0.02339942380785942,
0.1781970113515854,
-0.5028353929519653,
-0.37167587876319885,
0.3024105727672577,
0.08826930075883865,
-0.2060585767030716,
-0.006233974359929562,
-0.2363540530204773,
-0.1376998871564865,
0.23463024199008942,
0.2215423583984375,
0.18333877623081207,
-0.001646381919272244,
0.013803914189338684,
0.0670187845826149,
-0.19243496656417847,
-0.17753292620182037,
-0.187637597322464,
0.18687331676483154,
0.14358849823474884,
-0.004631645977497101,
0.221284419298172,
-0.14536136388778687,
-0.18252608180046082,
-0.00430259620770812,
0.13728563487529755,
-0.0621718168258667,
-0.04820878058671951,
0.10475985705852509,
0.023688504472374916,
0.5183143019676208,
-0.5156227350234985,
0.14282770454883575,
-0.12968774139881134,
0.8146841526031494,
0.08470857888460159,
-0.004964043851941824,
0.5043008923530579,
0.129680797457695,
-0.22719627618789673,
-0.2399454563856125,
-0.0662696361541748,
-0.06191854178905487,
0.31371191143989563,
-0.3795982897281647,
0.5551664233207703,
0.15599429607391357,
0.14055511355400085,
0.43731459975242615,
-0.1152108833193779,
-0.10677705705165863,
0.18595938384532928,
0.2554093599319458,
-0.13789604604244232,
-0.015941588208079338,
0.11334267258644104,
0.0164483729749918,
-0.10426952689886093,
-0.08873050659894943,
0.058871448040008545,
-0.17156699299812317,
-0.2014302909374237,
0.09030356258153915,
0.47664937376976013,
-0.13435225188732147,
-0.11199065297842026,
0.46839627623558044,
-0.043400075286626816,
0.3703644871711731,
0.010677313432097435,
-0.07692655920982361,
-0.1106141209602356,
0.4471065104007721,
-0.11432907730340958,
0.3792326748371124,
0.05930076539516449,
0.1455966681241989,
-0.3888527452945709,
-0.5082746148109436,
-0.01762516051530838,
0.0917019248008728,
-0.1510205715894699,
0.2723237872123718,
0.11233148723840714,
0.24185098707675934,
0.06167537719011307,
0.040114108473062515,
-0.47178736329078674,
0.018559958785772324,
-0.019047506153583527,
0.06522021442651749,
0.121209055185318,
-0.3413902819156647,
-0.09843350946903229,
0.3095858097076416,
0.08073925971984863,
-0.06618700176477432,
0.343912273645401,
0.16425885260105133,
-0.17806664109230042,
-0.6546587347984314,
0.06325671076774597,
-0.11672529578208923,
0.05965212732553482,
-0.30463385581970215,
0.0001109908553189598,
0.2576383352279663,
-0.11488868296146393,
-0.04865049570798874,
0.17230430245399475,
0.3171800374984741,
0.4272042512893677,
-0.09244608134031296,
-0.0012717319186776876,
0.11565090715885162,
-0.10014158487319946,
-0.1569688320159912,
0.32863128185272217,
0.2741539180278778,
0.07447949796915054,
0.21325358748435974,
0.12761454284191132,
-0.2593202292919159,
0.21500957012176514,
0.13190115988254547,
0.03747348114848137,
-0.27500927448272705,
0.6634896993637085,
-0.28225186467170715,
0.14308004081249237,
-0.184821218252182,
-0.3486425280570984,
-0.3625614643096924,
-0.04046240076422691,
0.3105906844139099,
0.040547024458646774,
0.04890310764312744,
-0.28590086102485657,
0.04316459596157074,
-0.2818434536457062,
0.2512693703174591,
0.12808309495449066,
0.2027849406003952,
-0.30905964970588684,
0.1365201473236084,
-0.7200750112533569,
0.06633119285106659,
0.07202894985675812,
-0.0794796422123909,
0.013145940378308296,
0.3335937559604645,
-0.2754962146282196,
0.2615029811859131,
0.32448938488960266,
-0.13508597016334534,
0.1313527375459671,
0.48138129711151123,
-0.2831989526748657,
-0.07168769091367722,
-0.3385831415653229,
-0.11884317547082901,
-0.1176452711224556,
-0.29069414734840393,
0.2533259093761444,
-0.5135531425476074,
-0.0406852662563324,
-0.036968130618333817,
-0.10296015441417694,
0.228724867105484,
-0.3376687169075012,
0.7718415856361389,
0.020432613790035248,
0.41817283630371094,
-0.062589131295681,
-0.04740073159337044,
-0.2577987015247345,
0.02495335228741169,
-0.04427309334278107,
0.19358284771442413,
-0.07008729875087738,
0.2800270915031433,
0.09499339014291763,
0.13585127890110016,
-0.15604910254478455,
-0.11389288306236267,
0.07983659952878952,
0.33663034439086914,
-0.07489429414272308,
-0.30741792917251587,
-0.011857242323458195,
0.07366223633289337,
0.3071090281009674,
0.266879677772522,
-0.08829379826784134,
0.21867482364177704,
-0.1876814365386963,
-0.24987395107746124,
0.36289548873901367,
-0.21849490702152252,
-0.1908555030822754,
-0.070323646068573,
0.10192573070526123,
0.27780571579933167,
-0.029884271323680878,
-0.4902452528476715,
0.02068522199988365,
0.30254343152046204,
-0.148933544754982,
-0.2680257260799408,
0.15092521905899048,
0.06311767548322678,
-0.12213822454214096,
-0.02239447645843029,
0.2566051483154297,
-0.024710075929760933,
-0.25288334488868713,
0.2719270586967468,
-0.09673993289470673
] |
https://github.com/huggingface/datasets/issues/2123 | Problem downloading GEM wiki_auto_asset_turk dataset | Sorry for the long time since my last comment, I tried again and don't seem to have the problem anymore, thanks for your support! | @yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family | 24 | Problem downloading GEM wiki_auto_asset_turk dataset
@yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family
Sorry for the long time since my last comment, I tried again and don't seem to have the problem anymore, thanks for your support! | [
-0.06903548538684845,
-0.009998085908591747,
-0.07155101746320724,
0.4162677824497223,
0.2822791337966919,
0.12228887528181076,
0.3851534426212311,
0.21341688930988312,
0.23347042500972748,
-0.11339298635721207,
0.24285034835338593,
0.16283468902111053,
0.13820387423038483,
-0.010503296740353107,
-0.18701055645942688,
-0.19104428589344025,
-0.03168889880180359,
-0.06828948855400085,
0.1373940408229828,
-0.22129133343696594,
-0.054281700402498245,
0.15335966646671295,
-0.12932530045509338,
-0.08461907505989075,
-0.2987629175186157,
0.13948678970336914,
0.10947950929403305,
-0.08538749068975449,
-0.33241936564445496,
-0.08430581539869308,
0.518329918384552,
0.037456974387168884,
0.09021317213773727,
0.29673537611961365,
-0.00011769498087232932,
-0.12622109055519104,
0.4400681257247925,
-0.08007006347179413,
-0.08587367087602615,
-0.4032161831855774,
-0.28815364837646484,
-0.4585106074810028,
0.1159147322177887,
-0.25074055790901184,
0.15745311975479126,
0.361340194940567,
-0.08282337337732315,
0.20398175716400146,
0.060263749212026596,
0.053833577781915665,
0.20150525867938995,
0.22034373879432678,
0.11197296530008316,
0.0012682756641879678,
0.17208850383758545,
-0.5136725306510925,
-0.19610635936260223,
-0.015647241845726967,
-0.205645352602005,
0.11592663079500198,
0.07598650455474854,
0.15384981036186218,
-0.11602114140987396,
0.44873446226119995,
0.10050980001688004,
0.13625836372375488,
-0.03330398350954056,
-0.5621501207351685,
0.3449825048446655,
0.3804033696651459,
0.8352509140968323,
-0.044153567403554916,
-0.3848356008529663,
-0.09023921936750412,
0.02977529540657997,
0.07769007235765457,
0.10122594237327576,
0.47960007190704346,
-0.4089401364326477,
0.057606615126132965,
-0.45341527462005615,
0.00043420528527349234,
-0.05406802147626877,
0.23076370358467102,
-0.35058918595314026,
0.20536759495735168,
-0.12813670933246613,
0.05404811352491379,
-0.05127079412341118,
-0.022918080911040306,
-0.38191941380500793,
-0.31873735785484314,
-0.18589504063129425,
0.3288646340370178,
-0.3765307068824768,
0.0876472145318985,
0.08180243521928787,
0.10130230337381363,
0.30656567215919495,
0.333284467458725,
0.059594687074422836,
0.20262323319911957,
-0.24272388219833374,
0.09740432351827621,
0.13334614038467407,
0.34993764758110046,
-0.049627888947725296,
-0.3339032530784607,
0.23365314304828644,
0.08317653834819794,
-0.04100002348423004,
0.08891407400369644,
-0.1326998770236969,
-0.027361832559108734,
0.2532707154750824,
-0.2916351854801178,
0.11386527121067047,
-0.12103509902954102,
-0.1329972743988037,
0.34467813372612,
0.1328083872795105,
-0.1035739853978157,
-0.17298704385757446,
0.21096642315387726,
-0.26142334938049316,
-0.07485010474920273,
-0.15491746366024017,
0.37608253955841064,
-0.13428641855716705,
0.12455444037914276,
-0.05514749139547348,
-0.1946306824684143,
-0.03206419572234154,
-0.13086141645908356,
0.23591773211956024,
-0.23847979307174683,
0.3978220522403717,
0.11984521150588989,
-0.20694774389266968,
-0.1694868803024292,
-0.048203758895397186,
-0.06954411417245865,
0.08920435607433319,
0.30293238162994385,
0.15197014808654785,
0.8524775505065918,
-0.10556202381849289,
-0.1533079594373703,
0.027788285166025162,
0.02712319791316986,
-0.266628235578537,
-0.2013561874628067,
-0.13915370404720306,
0.14495930075645447,
-0.4829978346824646,
-0.2651832103729248,
-0.055565979331731796,
0.23111450672149658,
0.22331750392913818,
-0.14399442076683044,
-0.08431634306907654,
0.008736809715628624,
0.06780646741390228,
-0.2231287956237793,
0.44627082347869873,
0.563144326210022,
-0.21546046435832977,
-0.027349626645445824,
-0.10237883776426315,
0.08290320634841919,
0.5172896981239319,
-0.013226345181465149,
0.01773012802004814,
-0.196221262216568,
-0.05522913485765457,
0.35034194588661194,
0.23451311886310577,
0.06342882663011551,
-0.6698727011680603,
0.29864808917045593,
-0.11217217892408371,
0.26591989398002625,
0.03513983264565468,
0.17272359132766724,
0.08820348232984543,
0.22885923087596893,
-0.276408314704895,
0.3082543611526489,
0.07483023405075073,
-0.18554268777370453,
-0.35152092576026917,
-0.46879106760025024,
0.09075784683227539,
0.07790274173021317,
0.1690836399793625,
0.00955208670347929,
0.06664223968982697,
-0.05454948544502258,
0.3368750214576721,
0.29136019945144653,
0.22319301962852478,
0.0540957897901535,
0.14010334014892578,
-0.2684951722621918,
-0.03521648049354553,
-0.1048109233379364,
-0.01640947535634041,
0.4072795808315277,
0.559212327003479,
0.06163489446043968,
0.0100322924554348,
0.09789694845676422,
-0.26447024941444397,
-0.12227381020784378,
-0.32133981585502625,
-0.01977822557091713,
0.052463334053754807,
0.09430864453315735,
0.21691179275512695,
0.2984941005706787,
0.03749777004122734,
0.04018944501876831,
-0.042067717760801315,
0.05235258862376213,
0.041619278490543365,
0.19405455887317657,
0.06743922084569931,
-0.1331954449415207,
-0.17959153652191162,
-0.1060786098241806,
0.016392283141613007,
0.14529550075531006,
-0.22919593751430511,
-0.002815370447933674,
-0.21875017881393433,
0.06336620450019836,
-0.04340707138180733,
-0.0914289727807045,
0.1379372924566269,
0.09818085283041,
-0.07668464630842209,
0.032803282141685486,
0.16982190310955048,
-0.01157825905829668,
-0.002962482627481222,
0.0853823572397232,
0.280017226934433,
0.37551939487457275,
-0.0150111373513937,
0.23990701138973236,
0.33558189868927,
-0.040627699345350266,
0.04542812705039978,
-0.014503192156553268,
0.32555875182151794,
-0.2656666040420532,
-0.14765208959579468,
-0.06809891015291214,
-0.09253545850515366,
0.2774905264377594,
0.5297238230705261,
0.13248005509376526,
0.12800383567810059,
0.21063576638698578,
-0.3184187710285187,
0.018946757540106773,
-0.014493786729872227,
0.5863618850708008,
0.261117160320282,
0.09616058319807053,
0.2073131948709488,
-0.4086148142814636,
0.05701399967074394,
-0.2169000655412674,
0.045797429978847504,
0.32647228240966797,
0.06444264203310013,
0.3982263505458832,
0.10197514295578003,
0.1328805834054947,
-0.03716116398572922,
-0.03821345791220665,
0.12550097703933716,
0.13268037140369415,
-0.04108678176999092,
-0.08589787036180496,
-0.2936617434024811,
0.25677216053009033,
0.05996939539909363,
-0.4399898648262024,
-0.13027778267860413,
-0.26981213688850403,
-0.11212192475795746,
-0.01980847492814064,
0.03270489349961281,
-0.07706378400325775,
-0.12443186342716217,
-0.20143036544322968,
-0.05889099836349487,
-0.3738245368003845,
-0.36778414249420166,
-0.1252194494009018,
-0.33825618028640747,
-0.0427057109773159,
0.10715718567371368,
-0.09832900017499924,
0.28735294938087463,
-0.12045159190893173,
0.05737035721540451,
-0.09588582068681717,
-0.19304873049259186,
0.039848871529102325,
-0.004308298230171204,
0.3839710056781769,
-0.23778657615184784,
0.4564392566680908,
-0.16638052463531494,
-0.059717368334531784,
0.16636717319488525,
0.02435106225311756,
0.036582447588443756,
0.22206206619739532,
0.10517995059490204,
-0.2187347114086151,
-0.09859032928943634,
-0.2855587601661682,
-0.3799355626106262,
-0.34143051505088806,
-0.08583279699087143,
0.2054734081029892,
-0.043064896017313004,
0.0882580354809761,
0.2635267376899719,
0.034782323986291885,
0.17442575097084045,
0.025012046098709106,
-0.0449172742664814,
-0.2868688106536865,
0.8346589803695679,
-0.0881902277469635,
-0.4069334864616394,
0.2835735082626343,
-0.014773189090192318,
0.31488722562789917,
0.10195299237966537,
-0.507225751876831,
0.21762582659721375,
-0.20977674424648285,
0.19553914666175842,
0.27958714962005615,
0.06570976972579956,
0.06109084561467171,
-0.3151108920574188,
0.08810605108737946,
-0.13943082094192505,
-0.014676672406494617,
-0.04873781278729439,
0.12441368401050568,
0.28752249479293823,
0.01226748339831829,
0.28431466221809387,
0.03793908283114433,
0.8390623331069946,
0.2417925000190735,
-0.1325189173221588,
0.4327148497104645,
0.034030478447675705,
0.02234112285077572,
0.02242412231862545,
-0.16501396894454956,
-0.20180490612983704,
-0.24948346614837646,
0.15373443067073822,
0.12787431478500366,
0.19487428665161133,
-0.2716964781284332,
-0.06612979620695114,
0.009021184407174587,
-0.4472630023956299,
-0.3024115264415741,
-0.19007134437561035,
0.15511693060398102,
0.007588335778564215,
0.2950233221054077,
0.32357779145240784,
0.045051172375679016,
-0.27764010429382324,
0.03658140450716019,
0.5699434280395508,
0.001907890196889639,
0.10237760096788406,
0.13668714463710785,
0.11840111762285233,
-0.5679134726524353,
0.09037530422210693,
-0.09081919491291046,
0.08219679445028305,
-0.09414738416671753,
0.1145554631948471,
0.14195984601974487,
-0.1593448668718338,
0.1375412493944168,
-0.3117367625236511,
0.13196781277656555,
-0.1461317241191864,
-0.10672543942928314,
-0.22185587882995605,
-0.2504522502422333,
0.04028165340423584,
-0.04452672600746155,
0.5353946089744568,
-0.013035761192440987,
-0.32801905274391174,
-0.006801391951739788,
0.0755779817700386,
0.17264242470264435,
-0.15903933346271515,
-0.2739728093147278,
-0.27608972787857056,
-0.4223754405975342,
-0.3200936019420624,
-0.2010693997144699,
-0.19570808112621307,
0.38886743783950806,
-0.21651040017604828,
-0.2829759120941162,
-0.12788519263267517,
0.26338547468185425,
0.11659379303455353,
-0.019234631210565567,
0.3295138478279114,
0.09847825020551682,
0.3884228765964508,
0.05324449762701988,
-0.1283079832792282,
-0.1797623336315155,
0.5015981793403625,
0.3309797942638397,
0.012375527992844582,
0.04137299954891205,
-0.33065345883369446,
0.006159396842122078,
0.16304641962051392,
-0.23099364340305328,
-0.05417480692267418,
-0.0837312638759613,
0.19610899686813354,
-0.15591219067573547,
-0.00533229811117053,
0.23692534863948822,
-0.07772056013345718,
-0.18336670100688934,
-0.41826939582824707,
0.6890939474105835,
-0.20608189702033997,
-0.013910338282585144,
0.1596006155014038,
0.15647298097610474,
0.14646786451339722,
0.2997373938560486,
-0.12611272931098938,
0.7728819251060486,
0.03466610610485077,
-0.035442519932985306,
0.07850082963705063,
0.0871518924832344,
0.34268254041671753,
-0.2902926206588745,
0.1275341659784317,
-0.3353427052497864,
0.15320897102355957,
-0.14065030217170715,
0.016548963263630867,
-0.12936937808990479,
0.08474229276180267,
-0.09100646525621414,
0.14999312162399292,
-0.16777458786964417,
0.22577975690364838,
0.022239472717046738,
0.04465056583285332,
-0.3492169678211212,
-0.08177828788757324,
0.04472985863685608,
0.12728825211524963,
0.026973748579621315,
0.6393933296203613,
0.02589212730526924,
-0.24098320305347443,
-0.2464602291584015,
-0.08862868696451187,
-0.5789684653282166,
0.12532061338424683,
0.11260724067687988,
-0.07139123976230621,
-0.2029537707567215,
-0.45357388257980347,
0.013164146803319454,
0.45076796412467957,
-0.058323826640844345,
0.1790383756160736,
-0.3476182222366333,
0.26164042949676514,
-0.2932386100292206,
-0.08648903667926788,
0.15928420424461365,
-0.08328315615653992,
0.09261823445558548,
-0.1949460208415985,
-0.2863845229148865,
0.027871543541550636,
-0.08134333789348602,
0.30395612120628357,
-0.1432855874300003,
0.11709664016962051,
0.221061572432518,
-0.004692963324487209,
-0.3729780614376068,
0.1475706249475479,
-0.05833476409316063,
-0.11621862649917603,
0.1300281435251236,
0.1151077002286911,
0.04814145341515541,
0.2377815991640091,
0.12296803295612335,
-0.2875981032848358,
-0.2023489624261856,
0.4077860116958618,
-0.17034362256526947,
0.20588140189647675,
0.33193615078926086,
-0.06520935148000717,
-0.23081044852733612,
-0.11634522676467896,
-0.10781402885913849,
0.0193425714969635,
-0.6593105792999268,
-0.22204872965812683,
0.01550691481679678,
0.3092423677444458,
-0.14671044051647186,
-0.14997079968452454,
0.07674834132194519,
-0.38932669162750244,
-0.305218905210495,
-0.514316976070404,
0.19345815479755402,
0.053085796535015106,
-0.08086651563644409,
0.10128172487020493,
-0.4944117069244385,
-0.4612378776073456,
0.31301629543304443,
0.12340322881937027,
-0.17996768653392792,
-0.013785852119326591,
-0.16721253097057343,
-0.14030122756958008,
0.15414364635944366,
0.291567325592041,
0.12436118721961975,
0.06529224663972855,
0.0008927026647143066,
0.04524775221943855,
-0.17028310894966125,
-0.1682329624891281,
-0.14930765330791473,
0.1990281194448471,
0.18478083610534668,
0.008067009039223194,
0.19103026390075684,
-0.1320531964302063,
-0.21130725741386414,
-0.04514305666089058,
0.12748810648918152,
-0.059308554977178574,
-0.03062700293958187,
0.09226738661527634,
0.08057622611522675,
0.4037797749042511,
-0.45374780893325806,
0.11455424129962921,
-0.10151488333940506,
0.8488921523094177,
0.08576393127441406,
0.015893658623099327,
0.5661740899085999,
0.1179385632276535,
-0.23782506585121155,
-0.20620162785053253,
-0.12666326761245728,
-0.09776381403207779,
0.34832999110221863,
-0.34019792079925537,
0.5501437783241272,
0.11265145987272263,
0.08176390826702118,
0.3406645655632019,
-0.12665969133377075,
-0.06632799655199051,
0.1710984706878662,
0.25451719760894775,
-0.14756225049495697,
-0.12923169136047363,
0.05922244116663933,
0.09569816291332245,
-0.05179281160235405,
-0.11303092539310455,
0.13418905436992645,
-0.29049381613731384,
-0.26421472430229187,
0.0658193975687027,
0.4888228178024292,
-0.17143552005290985,
-0.15584345161914825,
0.48055586218833923,
0.027811754494905472,
0.32257622480392456,
-0.05047011375427246,
-0.06925679743289948,
-0.19129107892513275,
0.4133704602718353,
-0.10413987189531326,
0.39945855736732483,
0.11843131482601166,
0.09005168825387955,
-0.40284857153892517,
-0.48768332600593567,
-0.03911342844367027,
0.06210978329181671,
-0.14854703843593597,
0.24713435769081116,
0.11717163771390915,
0.23747321963310242,
0.12965333461761475,
0.03208031877875328,
-0.4850426912307739,
-0.039787907153367996,
0.021188771352171898,
-0.016622861847281456,
0.0458933487534523,
-0.35210102796554565,
-0.14652302861213684,
0.364435613155365,
0.052925121039152145,
-0.11005934327840805,
0.30758535861968994,
0.15325208008289337,
-0.15214082598686218,
-0.6718460917472839,
0.042619071900844574,
-0.09222175180912018,
0.044221192598342896,
-0.32016098499298096,
0.026366272941231728,
0.20775659382343292,
-0.12011716514825821,
-0.03956729918718338,
0.031125422567129135,
0.35771849751472473,
0.4340401291847229,
0.01242495235055685,
-0.014276075176894665,
0.04835247993469238,
-0.06983240693807602,
-0.20688121020793915,
0.33371052145957947,
0.2554484009742737,
0.005975778680294752,
0.13120275735855103,
0.11211659014225006,
-0.24718689918518066,
0.17611590027809143,
0.08230441063642502,
0.0013017840683460236,
-0.20615704357624054,
0.6831781268119812,
-0.2835206091403961,
0.11689329892396927,
-0.15566211938858032,
-0.33412840962409973,
-0.3487708270549774,
-0.019861487671732903,
0.347385436296463,
0.15197817981243134,
0.0724639818072319,
-0.315814346075058,
0.033759601414203644,
-0.2807042896747589,
0.255937397480011,
0.07406177371740341,
0.17233894765377045,
-0.3593781888484955,
0.13877849280834198,
-0.7013586759567261,
-0.00788167305290699,
0.09284300357103348,
-0.02451447769999504,
-0.023482194170355797,
0.31374233961105347,
-0.2782699465751648,
0.17132560908794403,
0.2388451099395752,
-0.03471219912171364,
0.2462121844291687,
0.43931445479393005,
-0.271890789270401,
-0.048284124583005905,
-0.3086031973361969,
0.012658649124205112,
-0.11897159367799759,
-0.2704187333583832,
0.26984694600105286,
-0.599747359752655,
-0.03560829907655716,
-0.041814111173152924,
-0.09727056324481964,
0.27816256880760193,
-0.28218457102775574,
0.7650136947631836,
0.014742226339876652,
0.39809495210647583,
-0.05678117275238037,
-0.03825778514146805,
-0.2995539605617523,
0.053539201617240906,
0.0010870100231841207,
0.17286698520183563,
-0.10071985423564911,
0.2720142602920532,
0.11959335952997208,
0.18412154912948608,
-0.14368192851543427,
-0.14535920321941376,
0.05131526663899422,
0.29174619913101196,
0.004772413522005081,
-0.3444969058036804,
-0.023924682289361954,
0.0892065241932869,
0.2369009554386139,
0.24616335332393646,
-0.12085086852312088,
0.17563436925411224,
-0.15736834704875946,
-0.25485751032829285,
0.32960715889930725,
-0.27762845158576965,
-0.21337451040744781,
-0.10318116098642349,
0.13213993608951569,
0.3171687424182892,
0.0198237132281065,
-0.47892144322395325,
-0.002805668395012617,
0.2805313169956207,
-0.1406555324792862,
-0.23521699011325836,
0.11493847519159317,
0.13226455450057983,
-0.10278529673814774,
-0.024951456114649773,
0.1947856843471527,
0.004422945901751518,
-0.28915998339653015,
0.26588767766952515,
-0.14130519330501556
] |
https://github.com/huggingface/datasets/issues/2123 | Problem downloading GEM wiki_auto_asset_turk dataset | Great ! I'm closing the issue then. Feel free to re-open if you experience this issue again | @yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family | 17 | Problem downloading GEM wiki_auto_asset_turk dataset
@yjernite
### Summary
I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code.
### Steps to reproduce
Code snippet:
from datasets import load_dataset
#dataset = load_dataset('gem', 'web_nlg_en')
dataset = load_dataset('gem', 'wiki_auto_asset_turk')
```
**Expected behavior:**
I expect the dataset to start downloading (download bar appears and progresses toward 100%)
**Actual behavior:**
Instead of seeing the download bar appearing, nothing happens; the following appears in the console as expected, but nothing more:
Downloading: 36.6kB [00:00, 37.2MB/s]
Downloading: 41.7kB [00:00, ?B/s]
Downloading and preparing dataset gem/wiki_auto_asset_turk (download: 121.37 MiB, generated: 145.69 MiB, post-processed: Unknown size, total: 267.07 MiB) to C:\Users\sfmil\.cache\huggingface\datasets\gem\wiki_auto_asset_turk\1.0.0\f252756d7f1b8f019aac71a1623b2950acfe10d25d956668ac4eae4e93c58b8d...
### Is this a regression?
No, it was the first time I was trying to download this dataset (same for the other ones).
### Debug info
- Python version: Python 3.8.2
- OS version: Windows 10 Family
Great ! I'm closing the issue then. Feel free to re-open if you experience this issue again | [
-0.06359101831912994,
0.005495988763868809,
-0.0699881836771965,
0.39752691984176636,
0.27048158645629883,
0.11177162826061249,
0.40511974692344666,
0.2125454843044281,
0.22199462354183197,
-0.09807099401950836,
0.24230410158634186,
0.16528944671154022,
0.1437681019306183,
-0.009437618777155876,
-0.18495486676692963,
-0.16919845342636108,
-0.02092715911567211,
-0.07800663262605667,
0.13971967995166779,
-0.2287253588438034,
-0.07188310474157333,
0.14549756050109863,
-0.11852703243494034,
-0.08834824711084366,
-0.2948789596557617,
0.14661520719528198,
0.09713182598352432,
-0.07873937487602234,
-0.31266528367996216,
-0.09903570264577866,
0.5155930519104004,
0.05686988681554794,
0.07888127863407135,
0.29513245820999146,
-0.00011708817328326404,
-0.1244746521115303,
0.44066986441612244,
-0.07180190831422806,
-0.11489081382751465,
-0.3813539445400238,
-0.28942209482192993,
-0.46078455448150635,
0.10173432528972626,
-0.25508323311805725,
0.15780070424079895,
0.35143324732780457,
-0.06956743448972702,
0.1909136027097702,
0.04114038124680519,
0.034797269850969315,
0.20391149818897247,
0.23453699052333832,
0.07736896723508835,
-0.00921942200511694,
0.1685432642698288,
-0.5081432461738586,
-0.20099110901355743,
-0.01497118454426527,
-0.19615329802036285,
0.11306166648864746,
0.051840201020240784,
0.17125682532787323,
-0.11127230525016785,
0.44505754113197327,
0.10927648097276688,
0.1475442796945572,
-0.03903355076909065,
-0.5593593120574951,
0.33862122893333435,
0.39142143726348877,
0.8110868334770203,
-0.03492536395788193,
-0.39098602533340454,
-0.11639457195997238,
0.014440269209444523,
0.08834201097488403,
0.10945658385753632,
0.4731743633747101,
-0.4042171239852905,
0.05800299718976021,
-0.44301867485046387,
0.01620560698211193,
-0.0424058735370636,
0.2401297688484192,
-0.35653620958328247,
0.20991049706935883,
-0.12181521952152252,
0.049512721598148346,
-0.050104331225156784,
-0.019396405667066574,
-0.38258427381515503,
-0.3250639736652374,
-0.17792822420597076,
0.3222626745700836,
-0.3595637083053589,
0.09452466666698456,
0.10821117460727692,
0.09445057809352875,
0.30449753999710083,
0.33844998478889465,
0.06502366811037064,
0.21793949604034424,
-0.24231339991092682,
0.09105157107114792,
0.1257588416337967,
0.3379721939563751,
-0.029796922579407692,
-0.3428630232810974,
0.23741339147090912,
0.09109674394130707,
-0.03903603553771973,
0.08945437520742416,
-0.14213408529758453,
-0.013625248335301876,
0.24004895985126495,
-0.2997390925884247,
0.10667542368173599,
-0.10618174076080322,
-0.1355123519897461,
0.3545137047767639,
0.14365354180335999,
-0.10089252144098282,
-0.18195483088493347,
0.2096242904663086,
-0.2602633535861969,
-0.07936812937259674,
-0.15830397605895996,
0.3832475244998932,
-0.1480676382780075,
0.10889620333909988,
-0.06466598808765411,
-0.20237579941749573,
-0.04305162653326988,
-0.13503167033195496,
0.2424611896276474,
-0.21531090140342712,
0.3975866734981537,
0.10822742432355881,
-0.20192858576774597,
-0.1622781902551651,
-0.04827278107404709,
-0.06005130708217621,
0.10397232323884964,
0.3016760051250458,
0.1376931071281433,
0.8678779602050781,
-0.0983777791261673,
-0.14865648746490479,
0.021130260080099106,
0.03382458910346031,
-0.24868573248386383,
-0.19275787472724915,
-0.12435555458068848,
0.1496054232120514,
-0.5011073350906372,
-0.2611996531486511,
-0.047611672431230545,
0.2438679337501526,
0.2210107147693634,
-0.15699414908885956,
-0.0882689505815506,
0.00834635179489851,
0.05727586895227432,
-0.21883119642734528,
0.4434719979763031,
0.5722366571426392,
-0.2253337800502777,
-0.04570634290575981,
-0.11192066967487335,
0.08972740918397903,
0.508541464805603,
-0.006721086800098419,
0.009111709892749786,
-0.18665295839309692,
-0.04923870041966438,
0.3607644736766815,
0.23555782437324524,
0.061382610350847244,
-0.6746474504470825,
0.28660309314727783,
-0.1267223209142685,
0.304618239402771,
0.03365190699696541,
0.17984721064567566,
0.08866089582443237,
0.2086721509695053,
-0.26797592639923096,
0.30602604150772095,
0.08443990349769592,
-0.18121324479579926,
-0.3593186140060425,
-0.4738079011440277,
0.08326558023691177,
0.0717402920126915,
0.17198745906352997,
0.006771648768335581,
0.06627277284860611,
-0.05915716663002968,
0.3414897322654724,
0.2777412235736847,
0.2246892750263214,
0.0503942109644413,
0.14146120846271515,
-0.27387887239456177,
-0.03996718302369118,
-0.08558695763349533,
-0.024137435480952263,
0.4271654486656189,
0.5506258606910706,
0.06388654559850693,
0.014422159641981125,
0.09556278586387634,
-0.24696411192417145,
-0.12176158279180527,
-0.3224136233329773,
-0.04400685802102089,
0.05783672630786896,
0.12238121777772903,
0.20308378338813782,
0.3038419783115387,
0.047956984490156174,
0.03966545686125755,
-0.04111018776893616,
0.056444332003593445,
0.03909066691994667,
0.1793065071105957,
0.08794530481100082,
-0.13518942892551422,
-0.20177051424980164,
-0.09881612658500671,
0.005902927368879318,
0.13918659090995789,
-0.21594445407390594,
0.005830906797200441,
-0.2344038337469101,
0.0820508599281311,
-0.050956882536411285,
-0.08719319105148315,
0.14150427281856537,
0.11490888148546219,
-0.07094690203666687,
0.031120574101805687,
0.160315603017807,
-0.01568128541111946,
-0.03117997944355011,
0.11398397386074066,
0.26911649107933044,
0.3814835250377655,
-0.011623900383710861,
0.2220476269721985,
0.3370935916900635,
-0.04684677720069885,
0.03175178915262222,
-0.02292119711637497,
0.3230009078979492,
-0.2710416615009308,
-0.1394493579864502,
-0.06853786110877991,
-0.09483293443918228,
0.3044227361679077,
0.5473517775535583,
0.1282820850610733,
0.13619573414325714,
0.20581753551959991,
-0.3219824433326721,
0.016042226925492287,
-0.009026831015944481,
0.5947283506393433,
0.2657073438167572,
0.10152105987071991,
0.21871234476566315,
-0.3983244001865387,
0.048817019909620285,
-0.23003730177879333,
0.03764468804001808,
0.32525691390037537,
0.05345500260591507,
0.4030185639858246,
0.1133936196565628,
0.138507679104805,
-0.04951697960495949,
-0.027943680062890053,
0.1278281807899475,
0.1014387309551239,
-0.04186341539025307,
-0.06878260523080826,
-0.28254222869873047,
0.2662617266178131,
0.06004206836223602,
-0.43342289328575134,
-0.13501767814159393,
-0.2884692847728729,
-0.10051896423101425,
-0.01448209397494793,
0.0014512516791000962,
-0.07701895385980606,
-0.13645997643470764,
-0.19269847869873047,
-0.08020370453596115,
-0.392389178276062,
-0.34975549578666687,
-0.12595275044441223,
-0.35219597816467285,
-0.038532912731170654,
0.1013769581913948,
-0.09394277632236481,
0.2879144251346588,
-0.11684541404247284,
0.06566906720399857,
-0.08932876586914062,
-0.20687682926654816,
0.0448087677359581,
-0.00920464564114809,
0.3843483328819275,
-0.25536972284317017,
0.44145098328590393,
-0.16141659021377563,
-0.058180492371320724,
0.17342320084571838,
0.02833397500216961,
0.043290942907333374,
0.22235707938671112,
0.10870908200740814,
-0.19923582673072815,
-0.09687842428684235,
-0.29274317622184753,
-0.36529451608657837,
-0.3451600670814514,
-0.0720006674528122,
0.19370952248573303,
-0.049067895859479904,
0.0892692357301712,
0.2577725052833557,
0.027549318969249725,
0.16370603442192078,
0.027468396350741386,
-0.05242583528161049,
-0.28598660230636597,
0.8228676319122314,
-0.09534942358732224,
-0.40278926491737366,
0.2715849280357361,
-0.03020782209932804,
0.3105698525905609,
0.11237266659736633,
-0.504917562007904,
0.22969771921634674,
-0.2130986750125885,
0.20327337086200714,
0.2825911343097687,
0.05501650646328926,
0.07148292660713196,
-0.3109724223613739,
0.0758315771818161,
-0.1627507358789444,
-0.004299233201891184,
-0.03005841188132763,
0.12573029100894928,
0.2862555682659149,
-0.0014704725472256541,
0.2728949189186096,
0.05015344172716141,
0.8432106971740723,
0.235838383436203,
-0.13337615132331848,
0.42087864875793457,
0.045075394213199615,
0.03925464302301407,
0.02243175357580185,
-0.15391851961612701,
-0.1987057477235794,
-0.25617220997810364,
0.1470114290714264,
0.1491042822599411,
0.19901590049266815,
-0.26372030377388,
-0.05371006205677986,
0.017792897298932076,
-0.44346344470977783,
-0.3303985297679901,
-0.1697048842906952,
0.15181007981300354,
0.00033140621962957084,
0.3040694296360016,
0.3281061053276062,
0.04036179184913635,
-0.26671338081359863,
0.03431626036763191,
0.5420287847518921,
0.00010775467671919614,
0.0878891721367836,
0.12203839421272278,
0.12066998332738876,
-0.5723162889480591,
0.08297227323055267,
-0.08590228855609894,
0.0734562873840332,
-0.08413615822792053,
0.07620999962091446,
0.1412593275308609,
-0.16022156178951263,
0.14687579870224,
-0.30393391847610474,
0.1390366405248642,
-0.14127779006958008,
-0.10382673889398575,
-0.2265356332063675,
-0.24756020307540894,
0.03668706864118576,
-0.05048187077045441,
0.5440037250518799,
-0.013245810754597187,
-0.32849401235580444,
-0.0015203423099592328,
0.06421266496181488,
0.18171383440494537,
-0.1481831967830658,
-0.2562614381313324,
-0.27630388736724854,
-0.42393988370895386,
-0.31758999824523926,
-0.19524455070495605,
-0.19393077492713928,
0.37534016370773315,
-0.23198939859867096,
-0.2743619680404663,
-0.12118512392044067,
0.27046483755111694,
0.12001046538352966,
-0.019968898966908455,
0.31404051184654236,
0.09624800086021423,
0.3911682963371277,
0.07290208339691162,
-0.13467612862586975,
-0.17377550899982452,
0.5136114954948425,
0.33882570266723633,
0.010584723204374313,
0.042822081595659256,
-0.3369647264480591,
-0.0059590875171124935,
0.20910009741783142,
-0.21644088625907898,
-0.06499454379081726,
-0.0753394141793251,
0.194935142993927,
-0.15415813028812408,
0.003070681821554899,
0.237936869263649,
-0.0963173434138298,
-0.1846461296081543,
-0.40836992859840393,
0.6840828657150269,
-0.21243372559547424,
-0.02039264887571335,
0.17482054233551025,
0.14948679506778717,
0.13983553647994995,
0.2975001037120819,
-0.10814843326807022,
0.7885550260543823,
0.03023555874824524,
-0.018023699522018433,
0.08938740193843842,
0.089299276471138,
0.3508446216583252,
-0.30620983242988586,
0.13403017818927765,
-0.352285236120224,
0.15353570878505707,
-0.1315976232290268,
0.02130914106965065,
-0.1281592845916748,
0.0869428813457489,
-0.07770177721977234,
0.13170598447322845,
-0.163362517952919,
0.2356795221567154,
0.02975018136203289,
0.0323856957256794,
-0.3533713221549988,
-0.08884244412183762,
0.057384736835956573,
0.13102105259895325,
0.04159959405660629,
0.6429328918457031,
0.016747549176216125,
-0.24317093193531036,
-0.2635299265384674,
-0.0883839875459671,
-0.5674737691879272,
0.13507093489170074,
0.11715584993362427,
-0.06638380140066147,
-0.20220111310482025,
-0.45542606711387634,
-0.021001489832997322,
0.4356857240200043,
-0.04219774901866913,
0.16824977099895477,
-0.3473183512687683,
0.273345947265625,
-0.28238046169281006,
-0.0707646906375885,
0.17024663090705872,
-0.10230813920497894,
0.10108552873134613,
-0.18925073742866516,
-0.2828213572502136,
0.015945516526699066,
-0.09885267913341522,
0.29944849014282227,
-0.15852832794189453,
0.11146321892738342,
0.21264037489891052,
-0.006798941176384687,
-0.3708254396915436,
0.14549461007118225,
-0.06500066816806793,
-0.11681760847568512,
0.13535001873970032,
0.10497647523880005,
0.056612156331539154,
0.23033136129379272,
0.10943464189767838,
-0.28935685753822327,
-0.21703116595745087,
0.42036381363868713,
-0.17404110729694366,
0.19371305406093597,
0.32772865891456604,
-0.07348755747079849,
-0.2277027666568756,
-0.11944268643856049,
-0.10668101161718369,
0.010008338838815689,
-0.667077898979187,
-0.22009789943695068,
0.0030246698297560215,
0.29006195068359375,
-0.1375807523727417,
-0.1370425671339035,
0.07803502678871155,
-0.40268459916114807,
-0.3174932897090912,
-0.49464431405067444,
0.21145616471767426,
0.06812390685081482,
-0.07026731967926025,
0.09455890953540802,
-0.4956187903881073,
-0.4544702172279358,
0.30938974022865295,
0.11124355345964432,
-0.1906251609325409,
-0.02055928111076355,
-0.14613915979862213,
-0.13126946985721588,
0.14376479387283325,
0.304022878408432,
0.15040463209152222,
0.06838268041610718,
0.00244204537011683,
0.04440794140100479,
-0.1790056824684143,
-0.17652854323387146,
-0.15098533034324646,
0.19629919528961182,
0.18605811893939972,
0.0224519781768322,
0.20053276419639587,
-0.11814198642969131,
-0.19939877092838287,
-0.05830816552042961,
0.1348382830619812,
-0.05637273192405701,
-0.044220272451639175,
0.08189476281404495,
0.07006648927927017,
0.43688341975212097,
-0.4313282370567322,
0.10963372141122818,
-0.10901863127946854,
0.840815007686615,
0.07981312274932861,
0.009366782382130623,
0.5487743616104126,
0.11104632914066315,
-0.21439947187900543,
-0.20232069492340088,
-0.13576842844486237,
-0.0793822854757309,
0.34217825531959534,
-0.3432496190071106,
0.548595666885376,
0.1036883145570755,
0.07684485614299774,
0.34530383348464966,
-0.12197521328926086,
-0.09082293510437012,
0.15421317517757416,
0.2604791224002838,
-0.13363279402256012,
-0.14168742299079895,
0.04483623430132866,
0.08193506300449371,
-0.04256519302725792,
-0.09728995710611343,
0.14318028092384338,
-0.2931312918663025,
-0.23916710913181305,
0.06096285954117775,
0.4813641905784607,
-0.17839035391807556,
-0.13189466297626495,
0.49053025245666504,
0.011240720748901367,
0.33698171377182007,
-0.05129174515604973,
-0.0873001217842102,
-0.17862822115421295,
0.42023390531539917,
-0.09204120934009552,
0.40684974193573,
0.12513256072998047,
0.08253757655620575,
-0.413842111825943,
-0.5052167773246765,
-0.02406882308423519,
0.055217377841472626,
-0.14657841622829437,
0.2593787908554077,
0.10925935953855515,
0.2299337387084961,
0.12150537222623825,
0.04140353947877884,
-0.4975200593471527,
-0.03218657895922661,
0.02456781268119812,
-0.027850018814206123,
0.045226361602544785,
-0.36454418301582336,
-0.1428632140159607,
0.3663724660873413,
0.03849257156252861,
-0.10338916629552841,
0.3109818994998932,
0.14311355352401733,
-0.14732182025909424,
-0.6717373132705688,
0.03650533780455589,
-0.11647220700979233,
0.049775294959545135,
-0.306377112865448,
0.024019114673137665,
0.21314066648483276,
-0.1313631534576416,
-0.01785757765173912,
0.02481020614504814,
0.3455333411693573,
0.4297312796115875,
0.016622059047222137,
-0.023359108716249466,
0.027854187414050102,
-0.06518502533435822,
-0.2258090376853943,
0.3390023708343506,
0.25499415397644043,
-0.010467072948813438,
0.1458033174276352,
0.12069013714790344,
-0.2616153359413147,
0.17222556471824646,
0.09335850179195404,
-0.010657889768481255,
-0.21045789122581482,
0.682515025138855,
-0.2915143668651581,
0.12023396044969559,
-0.13513419032096863,
-0.34334850311279297,
-0.33908021450042725,
-0.030241360887885094,
0.3402217626571655,
0.15716317296028137,
0.08060950040817261,
-0.31188204884529114,
0.038495760411024094,
-0.2671257257461548,
0.2604099214076996,
0.04898321256041527,
0.1506984680891037,
-0.34431764483451843,
0.13533413410186768,
-0.7035642266273499,
0.00718042254447937,
0.08433458209037781,
-0.026627380400896072,
-0.029490023851394653,
0.3258949816226959,
-0.2704503834247589,
0.1794224977493286,
0.23766960203647614,
-0.0364992693066597,
0.23523648083209991,
0.4280111789703369,
-0.27427369356155396,
-0.050684854388237,
-0.3023613691329956,
0.006890084128826857,
-0.1276034414768219,
-0.2826351523399353,
0.27219119668006897,
-0.5946936011314392,
-0.02793075703084469,
-0.032747797667980194,
-0.11321844905614853,
0.2861553132534027,
-0.28389573097229004,
0.7775370478630066,
0.020163975656032562,
0.3910856544971466,
-0.054440949112176895,
-0.06426171958446503,
-0.3234816789627075,
0.05633413419127464,
0.006506686564534903,
0.18165932595729828,
-0.11244027316570282,
0.2903110086917877,
0.11432565748691559,
0.17948269844055176,
-0.13710381090641022,
-0.14226633310317993,
0.07060070335865021,
0.29985693097114563,
-0.002471539191901684,
-0.33074256777763367,
-0.020697351545095444,
0.09412292391061783,
0.23459801077842712,
0.2664618492126465,
-0.11944318562746048,
0.18120168149471283,
-0.16141526401042938,
-0.26351022720336914,
0.32506823539733887,
-0.28733551502227783,
-0.2141285538673401,
-0.1121363565325737,
0.1395837813615799,
0.2979426980018616,
0.019323451444506645,
-0.46978524327278137,
0.001358342939056456,
0.27506348490715027,
-0.13463254272937775,
-0.2287648320198059,
0.10920063406229019,
0.12852153182029724,
-0.11949069052934647,
-0.028306782245635986,
0.1960526555776596,
0.004282902926206589,
-0.29257136583328247,
0.2687162458896637,
-0.14108233153820038
] |
https://github.com/huggingface/datasets/issues/2116 | Creating custom dataset results in error while calling the map() function | Hi,
the `_data` attribute is missing due to `MyDataset.__init__` not calling the parent `__init__`. However, I don't think it's a good idea to subclass the `datasets.Dataset` class (e.g. it's kind of dangerous to override `datasets.Dataset.__getitem__`). Instead, it's better to follow the "association over inheritance" approach with a simple wrapper class that delegates calls to a wrapped `Dataset` (map, etc.). Btw, the library offers the `datasets.Dataset.from_pandas` class method to directly create a `datasets.Dataset` from the dataframe. | calling `map()` of `datasets` library results into an error while defining a Custom dataset.
Reproducible example:
```
import datasets
class MyDataset(datasets.Dataset):
def __init__(self, sentences):
"Initialization"
self.samples = sentences
def __len__(self):
"Denotes the total number of samples"
return len(self.samples)
def __getitem__(self, index):
"Generates one sample of data"
# Select sample
# Load data and get label
samples = self.samples[index]
return samples
def preprocess_function_train(examples):
inputs = examples
labels = [example+tokenizer.eos_token for example in examples ]
inputs = tokenizer(inputs, max_length=30, padding=True, truncation=True)
labels = tokenizer(labels, max_length=30, padding=True, truncation=True)
model_inputs = inputs
model_inputs["labels"] = labels["input_ids"]
print("about to return")
return model_inputs
##train["sentence"] is dataframe column
train_dataset = MyDataset(train['sentence'].values.tolist())
train_dataset = train_dataset.map(
preprocess_function,
batched = True,
batch_size=32
)
```
Stack trace of error:
```
Traceback (most recent call last):
File "dir/train_generate.py", line 362, in <module>
main()
File "dir/train_generate.py", line 245, in main
train_dataset = train_dataset.map(
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 1244, in map
return self._map_single(
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 149, in wrapper
unformatted_columns = set(self.column_names) - set(self._format_columns or [])
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 526, in column_names
return self._data.column_names
AttributeError: 'MyDataset' object has no attribute '_data'
``` | 75 | Creating custom dataset results in error while calling the map() function
calling `map()` of `datasets` library results into an error while defining a Custom dataset.
Reproducible example:
```
import datasets
class MyDataset(datasets.Dataset):
def __init__(self, sentences):
"Initialization"
self.samples = sentences
def __len__(self):
"Denotes the total number of samples"
return len(self.samples)
def __getitem__(self, index):
"Generates one sample of data"
# Select sample
# Load data and get label
samples = self.samples[index]
return samples
def preprocess_function_train(examples):
inputs = examples
labels = [example+tokenizer.eos_token for example in examples ]
inputs = tokenizer(inputs, max_length=30, padding=True, truncation=True)
labels = tokenizer(labels, max_length=30, padding=True, truncation=True)
model_inputs = inputs
model_inputs["labels"] = labels["input_ids"]
print("about to return")
return model_inputs
##train["sentence"] is dataframe column
train_dataset = MyDataset(train['sentence'].values.tolist())
train_dataset = train_dataset.map(
preprocess_function,
batched = True,
batch_size=32
)
```
Stack trace of error:
```
Traceback (most recent call last):
File "dir/train_generate.py", line 362, in <module>
main()
File "dir/train_generate.py", line 245, in main
train_dataset = train_dataset.map(
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 1244, in map
return self._map_single(
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 149, in wrapper
unformatted_columns = set(self.column_names) - set(self._format_columns or [])
File "anaconda_dir/anaconda3/envs/env1/lib/python3.8/site-packages/datasets/arrow_dataset.py", line 526, in column_names
return self._data.column_names
AttributeError: 'MyDataset' object has no attribute '_data'
```
Hi,
the `_data` attribute is missing due to `MyDataset.__init__` not calling the parent `__init__`. However, I don't think it's a good idea to subclass the `datasets.Dataset` class (e.g. it's kind of dangerous to override `datasets.Dataset.__getitem__`). Instead, it's better to follow the "association over inheritance" approach with a simple wrapper class that delegates calls to a wrapped `Dataset` (map, etc.). Btw, the library offers the `datasets.Dataset.from_pandas` class method to directly create a `datasets.Dataset` from the dataframe. | [
-0.30952686071395874,
0.19198347628116608,
-0.028081491589546204,
0.08091811835765839,
0.2322637438774109,
0.02445319853723049,
0.4063165485858917,
0.37322136759757996,
0.22326715290546417,
0.05796719342470169,
0.10709232836961746,
0.47602227330207825,
-0.37421244382858276,
-0.0511048249900341,
0.07849173992872238,
-0.008936246857047081,
0.05599643662571907,
0.18563346564769745,
-0.18359187245368958,
-0.03899805247783661,
-0.3738662898540497,
0.19366373121738434,
-0.18245521187782288,
0.2054496854543686,
-0.2108692228794098,
-0.28847163915634155,
0.1117464005947113,
-0.08033304661512375,
-0.2930239140987396,
-0.38592392206192017,
0.34395790100097656,
-0.06871125102043152,
0.005371828563511372,
0.701519787311554,
-0.00010453290451550856,
0.05418528616428375,
0.16063432395458221,
-0.05443599447607994,
-0.07146450132131577,
-0.2946874797344208,
-0.1300773024559021,
-0.05972912535071373,
0.06532307714223862,
-0.35534122586250305,
-0.07086233049631119,
-0.22665680944919586,
-0.22048813104629517,
-0.5003936886787415,
0.2376442551612854,
0.5857279896736145,
0.3092917501926422,
0.006549305282533169,
0.015783891081809998,
-0.24255231022834778,
0.24067264795303345,
0.2789565622806549,
-0.1627863347530365,
0.12546196579933167,
0.1019262969493866,
-0.43442603945732117,
0.021120214834809303,
0.22149747610092163,
-0.05190187692642212,
0.01711439900100231,
0.22511136531829834,
-0.07298167794942856,
0.024741578847169876,
-0.3594278395175934,
0.03327608108520508,
0.13011468946933746,
0.4118056893348694,
-0.5375840663909912,
-0.30023592710494995,
0.06170038506388664,
0.017713043838739395,
-0.17041562497615814,
0.25608789920806885,
0.07476001977920532,
-0.15732474625110626,
0.05294780060648918,
-0.0775139331817627,
0.1310315728187561,
-0.09680986404418945,
0.36943963170051575,
0.130622997879982,
0.13703760504722595,
-0.1636957824230194,
0.26664817333221436,
0.11021953821182251,
-0.4297788441181183,
0.02328009158372879,
-0.1080649122595787,
0.0795271173119545,
0.40800049901008606,
-0.3664741814136505,
-0.1668647676706314,
0.055880844593048096,
-0.4467189908027649,
0.14313526451587677,
-0.15204773843288422,
0.022649258375167847,
-0.12220446020364761,
0.14363113045692444,
0.1354878544807434,
0.23122848570346832,
0.15795540809631348,
-0.020108727738261223,
0.4038407802581787,
-0.0876074731349945,
-0.001017731730826199,
-0.2695804536342621,
-0.08378800004720688,
0.029520142823457718,
-0.22606921195983887,
0.08570294082164764,
0.06215006858110428,
0.16517984867095947,
0.02096208557486534,
0.0974716916680336,
0.0965922400355339,
-0.3174830973148346,
0.13434717059135437,
0.14404572546482086,
0.21852236986160278,
0.15411998331546783,
-0.16627977788448334,
-0.06253130733966827,
0.1299295276403427,
-0.11698006093502045,
0.20391951501369476,
-0.2468063235282898,
0.14858590066432953,
-0.3834024965763092,
0.0072864871472120285,
0.17620038986206055,
0.1544378399848938,
0.2860068082809448,
-0.00027325382689014077,
0.022701755166053772,
-0.14871972799301147,
0.18524974584579468,
-0.34882134199142456,
0.10498002171516418,
0.16054648160934448,
-0.09926343709230423,
0.21236474812030792,
0.28931447863578796,
-0.022547800093889236,
-0.14825019240379333,
0.07649733871221542,
-0.13015584647655487,
-0.3638647496700287,
-0.1915856897830963,
0.24965259432792664,
0.08307856321334839,
0.23957180976867676,
-0.11764661222696304,
0.22862251102924347,
0.43396276235580444,
-0.18812277913093567,
0.026985744014382362,
-0.19684407114982605,
-0.27002501487731934,
-0.35246869921684265,
-0.08463388681411743,
0.16187746822834015,
-0.39145880937576294,
0.15443740785121918,
-0.11991621553897858,
-0.052884750068187714,
-0.021493306383490562,
0.17910335958003998,
-0.3845657706260681,
0.521454393863678,
-0.18569660186767578,
0.30854424834251404,
0.4751511514186859,
-0.19755594432353973,
-0.4616968035697937,
0.10677570104598999,
-0.04296007379889488,
-0.083189457654953,
-0.36420759558677673,
0.019702216610312462,
0.35517361760139465,
-0.06627447158098221,
0.19590316712856293,
0.016236266121268272,
-0.06009989604353905,
0.1576966792345047,
0.04836462438106537,
-0.051604993641376495,
0.11969020962715149,
0.016581043601036072,
-0.013093467801809311,
0.12874309718608856,
0.2245815545320511,
-0.10519970953464508,
-0.03572047874331474,
-0.209977924823761,
0.09279808402061462,
0.30101707577705383,
0.3053908944129944,
0.14114151895046234,
-0.10294640064239502,
-0.15108081698417664,
-0.26617974042892456,
0.15869873762130737,
0.1626494973897934,
0.17284227907657623,
-0.203334778547287,
-0.11100565642118454,
-0.2070166915655136,
0.08602043986320496,
-0.18152429163455963,
-0.04414018243551254,
0.26806333661079407,
-0.058769091963768005,
0.10482025891542435,
0.006180341821163893,
-0.06091354414820671,
0.03787060081958771,
-0.3639877140522003,
0.10854613035917282,
-0.1308041363954544,
-0.056731920689344406,
0.028543666005134583,
-0.2034260332584381,
0.00029281957540661097,
0.13456852734088898,
0.11349530518054962,
0.02110419049859047,
-0.29433879256248474,
0.34830930829048157,
0.28062233328819275,
-0.19801633059978485,
-0.06840358674526215,
0.016223369166254997,
-0.15277424454689026,
-0.2838914692401886,
0.04888473078608513,
0.11197815835475922,
0.16515882313251495,
-0.12410877645015717,
0.0026934752240777016,
0.15989656746387482,
0.0852554440498352,
0.048639144748449326,
-0.0865829661488533,
0.18376249074935913,
0.2777927815914154,
0.15569396317005157,
-0.1324806660413742,
-0.269428014755249,
-0.16784782707691193,
0.06986834108829498,
0.3245130181312561,
0.016435660421848297,
0.03775588050484657,
-0.22199606895446777,
0.4383489787578583,
0.13242706656455994,
0.17424102127552032,
0.1287519782781601,
-0.050049327313899994,
-0.06069568172097206,
0.04219212383031845,
0.39345479011535645,
0.5440595149993896,
0.03579740971326828,
-0.156824991106987,
0.08574303239583969,
-0.1568334698677063,
0.060052044689655304,
0.05515911430120468,
0.09215787798166275,
0.3318348526954651,
-0.054145485162734985,
0.04165450111031532,
0.024436617270112038,
-0.1346430778503418,
-0.3162120580673218,
0.0016260105185210705,
0.2799021601676941,
-0.1794583648443222,
-0.056713834404945374,
-0.0656726062297821,
-0.057974789291620255,
-0.07338955998420715,
-0.22757169604301453,
-0.0409511998295784,
-0.18282511830329895,
-0.2411830872297287,
-0.048418812453746796,
-0.03768372908234596,
0.2662058472633362,
0.004759923554956913,
-0.03485868126153946,
0.16778573393821716,
-0.3207720220088959,
0.32123592495918274,
-0.39437559247016907,
-0.12028252333402634,
0.1123846098780632,
0.09087756276130676,
-0.04234577715396881,
0.33189183473587036,
0.13083332777023315,
0.04041212424635887,
-0.26144182682037354,
-0.1993708461523056,
0.08414775878190994,
-0.0970381423830986,
0.10336542874574661,
0.3699522614479065,
0.014336148276925087,
-0.21000027656555176,
-0.18092115223407745,
0.3269992172718048,
-0.15594372153282166,
-0.05989359691739082,
0.024711262434720993,
-0.11320605129003525,
-0.155587837100029,
-0.17928339540958405,
-0.309328556060791,
-0.2378803938627243,
-0.25996285676956177,
0.08368436247110367,
-0.019354792311787605,
0.1814556121826172,
0.19993017613887787,
0.279760479927063,
0.32564419507980347,
-0.017470527440309525,
-0.18350347876548767,
-0.26396444439888,
-0.2820208668708801,
0.15951424837112427,
-0.5192969441413879,
-0.18908341228961945,
0.15988856554031372,
-0.11968686431646347,
0.4478084444999695,
0.31239524483680725,
-0.36659112572669983,
-0.033888135105371475,
-0.09887951612472534,
0.13863958418369293,
-0.09803888201713562,
-0.11123795807361603,
0.4257832169532776,
0.13439083099365234,
-0.024969326332211494,
-0.2975027859210968,
-0.43572351336479187,
0.21858824789524078,
-0.012027493678033352,
0.10790255665779114,
0.18711432814598083,
0.6236600279808044,
-0.02165253274142742,
0.7203985452651978,
0.33289214968681335,
-0.3126322031021118,
0.2853401005268097,
-0.19340002536773682,
0.24196581542491913,
-0.2737654149532318,
-0.3682575523853302,
-0.00748083321377635,
0.00952339731156826,
-0.08642427623271942,
0.06656267493963242,
-0.1792473942041397,
-0.30933094024658203,
0.04039188101887703,
0.27014896273612976,
-0.3075178563594818,
-0.2517108619213104,
0.10835873335599899,
-0.1975456178188324,
0.3764651417732239,
0.006741869729012251,
0.1433417946100235,
-0.48306381702423096,
0.07406532764434814,
-0.03610631078481674,
-0.05775558203458786,
-0.047545913606882095,
0.03418402001261711,
-0.527302622795105,
0.09967144578695297,
-0.38567665219306946,
0.1921502649784088,
0.16394935548305511,
0.43702423572540283,
-0.13297313451766968,
0.16763615608215332,
-0.16699106991291046,
0.29145485162734985,
0.341300368309021,
-0.5667749643325806,
-0.3351866602897644,
0.22157765924930573,
0.03179343789815903,
-0.5315789580345154,
0.05158526077866554,
0.05819123610854149,
0.4367113411426544,
0.03125457093119621,
0.4528927803039551,
-0.16418392956256866,
-0.09607797861099243,
0.12807588279247284,
-0.07425367832183838,
0.037208154797554016,
-0.13915066421031952,
0.08312315493822098,
-0.3158683776855469,
-0.2392447292804718,
-0.07013283669948578,
0.11495310068130493,
0.1528107225894928,
0.23153068125247955,
-0.18244202435016632,
-0.047448523342609406,
0.033876094967126846,
0.038272567093372345,
0.1303161233663559,
0.27642354369163513,
0.044592294842004776,
0.1654512584209442,
0.0012380932457745075,
-0.12202578037977219,
0.2366400957107544,
0.36065781116485596,
-0.26677146553993225,
-0.4080093801021576,
-0.0055063702166080475,
-0.035509251058101654,
0.2581010162830353,
0.0740610808134079,
-0.1869596242904663,
-0.05645693093538284,
-0.29637688398361206,
0.011172176338732243,
-0.07145077735185623,
0.1902812123298645,
0.48042458295822144,
-0.0778859332203865,
-0.3768901526927948,
-0.6103817820549011,
0.1613929569721222,
0.10025498270988464,
0.014490213245153427,
0.5090959668159485,
-0.16841021180152893,
-0.2636224031448364,
0.48665377497673035,
0.09405741840600967,
0.6123243570327759,
-0.12722277641296387,
-0.08780921995639801,
0.1426447331905365,
0.11324672400951385,
0.35538795590400696,
-0.03126755356788635,
0.016754545271396637,
-0.429201602935791,
-0.021339302882552147,
-0.06670352816581726,
-0.23316805064678192,
0.23041844367980957,
0.34857070446014404,
-0.1894576996564865,
0.11646725237369537,
0.006589172873646021,
0.4110318124294281,
-0.04011436551809311,
0.12077905237674713,
0.2615002989768982,
-0.43694400787353516,
-0.2126343548297882,
0.33019566535949707,
-0.13079585134983063,
0.027113275602459908,
-0.10175899416208267,
-0.05461719632148743,
-0.22105370461940765,
-0.28387394547462463,
-0.2676754891872406,
-0.0428067184984684,
-0.5681084394454956,
0.35808348655700684,
-0.028970887884497643,
0.028408128768205643,
0.2831265330314636,
0.35391226410865784,
0.19210690259933472,
0.29027289152145386,
-0.06442462652921677,
-0.02876484952867031,
0.1674308478832245,
0.14391598105430603,
-0.008014622144401073,
-0.09168190509080887,
0.12531313300132751,
0.041778843849897385,
-0.12906098365783691,
0.08961465209722519,
-0.08457295596599579,
-0.14933007955551147,
-0.12743650376796722,
-0.09916198998689651,
0.239520862698555,
-0.5454427003860474,
-0.28356751799583435,
-0.28088709712028503,
-0.09224607050418854,
-0.17476731538772583,
0.19645145535469055,
0.014882978983223438,
0.013984033837914467,
0.31238165497779846,
-0.20659394562244415,
-0.2695235013961792,
0.061765894293785095,
0.10664945095777512,
-0.06982329487800598,
0.17050786316394806,
0.4268483519554138,
0.012102137319743633,
-0.046534013003110886,
-0.33609896898269653,
0.17951659858226776,
0.11918161809444427,
-0.3774203360080719,
0.1738290935754776,
-0.10107439756393433,
-0.015218103304505348,
0.060792505741119385,
0.22857877612113953,
0.10354868322610855,
0.11699577420949936,
0.21952198445796967,
-0.2181684374809265,
-0.35001033544540405,
-0.004108720924705267,
-0.20889973640441895,
0.36085808277130127,
0.10462180525064468,
0.27333757281303406,
-0.050560805946588516,
-0.03508453443646431,
-0.3905482590198517,
0.1263684630393982,
-0.13494570553302765,
0.16960790753364563,
0.22142674028873444,
0.12921233475208282,
0.10332709550857544,
0.03847026452422142,
0.15626193583011627,
0.3508364260196686,
-0.2635571360588074,
-0.27342653274536133,
-0.13937368988990784,
0.048941779881715775,
0.23699817061424255,
-0.1848825365304947,
0.10326158255338669,
-0.1323673129081726,
-0.30756282806396484,
-0.25865793228149414,
-0.05603843182325363,
0.24638605117797852,
-0.17265799641609192,
0.21216262876987457,
0.08827082067728043,
0.05334356799721718,
0.09318967163562775,
0.06736965477466583,
-0.06312243640422821,
0.011818408966064453,
0.0031372506637126207,
0.15289096534252167,
0.13738690316677094,
-0.1222599670290947,
-0.11247885227203369,
0.10237830132246017,
0.01190932746976614,
0.08242635428905487,
0.1578245311975479,
-0.23289982974529266,
0.07446233183145523,
0.21151693165302277,
0.2725220024585724,
0.10736344754695892,
-0.40620481967926025,
-0.06516445428133011,
0.3674580752849579,
0.30921080708503723,
-0.15679842233657837,
-0.0773329809308052,
0.4437192976474762,
0.07174891233444214,
0.14197756350040436,
0.2614399194717407,
0.11257652938365936,
0.11575265973806381,
-0.25280603766441345,
-0.1444796323776245,
0.13031069934368134,
-0.1338518112897873,
0.35731762647628784,
0.48072245717048645,
-0.11130919307470322,
0.07381239533424377,
0.23186884820461273,
0.21450386941432953,
0.17987549304962158,
0.6407543420791626,
-0.10273085534572601,
0.4042498469352722,
0.15372002124786377,
-0.0888836532831192,
0.23937804996967316,
-0.4293384253978729,
0.3233012557029724,
0.09970004856586456,
-0.12099166959524155,
0.14405938982963562,
-0.12154338508844376,
0.22683538496494293,
-0.2595478296279907,
0.006333513651043177,
-0.16517098248004913,
0.03484360873699188,
-0.2834737002849579,
-0.00035335778375156224,
-0.09228095412254333,
-0.04600778594613075,
0.14857026934623718,
-0.26730597019195557,
-0.10608021169900894,
-0.18382114171981812,
0.24174855649471283,
-0.11520595848560333,
-0.008453474380075932,
-0.2145259976387024,
-0.125729501247406,
0.11787423491477966,
-0.00355382333509624,
-0.2124052494764328,
0.07510888576507568,
-0.15163260698318481,
0.05784254148602486,
-0.14895504713058472,
0.35279685258865356,
0.365449994802475,
0.5458375811576843,
-0.10880323499441147,
0.05832482501864433,
0.14973782002925873,
-0.05262453854084015,
0.1373090296983719,
0.09949138015508652,
0.133930504322052,
0.032491300255060196,
0.4296286702156067,
0.1708758920431137,
-0.17307309806346893,
-0.10641053318977356,
0.1563858538866043,
0.3600679636001587,
-0.09987792372703552,
0.06028668209910393,
-0.13641157746315002,
-0.06251313537359238,
-0.18647706508636475,
0.2816992998123169,
-0.21341156959533691,
-0.16224399209022522,
0.6050931215286255,
0.026961490511894226,
0.3453221619129181,
-0.2474822700023651,
0.14591540396213531,
-0.11328105628490448,
0.4964219629764557,
0.11372054368257523,
-0.02739500068128109,
-0.39463260769844055,
-0.30238643288612366,
-0.4063786566257477,
0.10228759795427322,
-0.37662965059280396,
0.07846885919570923,
-0.08807505667209625,
0.030101710930466652,
-0.037029050290584564,
0.06641049683094025,
0.12079977244138718,
-0.2222498059272766,
-0.14651314914226532,
0.2760500907897949,
-0.2253476083278656,
-0.2499593198299408,
-0.3256135582923889,
-0.08290163427591324,
0.33319205045700073,
-0.31612205505371094,
-0.08584874123334885,
0.0034053914714604616,
0.14386746287345886,
-0.26194894313812256,
0.02997612953186035,
0.08298385143280029,
-0.08846398442983627,
0.5856481790542603,
0.16304123401641846,
0.3099350333213806,
0.019262345507740974,
-0.06434455513954163,
-0.17921370267868042,
-0.17159193754196167,
-0.09057129919528961,
0.29272377490997314,
0.06168421730399132,
0.6076015830039978,
-0.14915499091148376,
-0.0012978604063391685,
-0.3115740418434143,
-0.10975023359060287,
0.1641419678926468,
-0.08573755621910095,
-0.26548150181770325,
0.2444041222333908,
-0.0181357953697443,
-0.04404820501804352,
0.10097169876098633,
0.24559439718723297,
-0.08197209239006042,
0.5150858759880066,
-0.00810014083981514,
-0.29141077399253845,
0.510300874710083,
-0.5262167453765869,
-0.35048767924308777,
0.179209902882576,
0.002451673150062561,
-0.07367067039012909,
-0.2278243899345398,
-0.504487156867981,
0.0955137386918068,
0.39784568548202515,
-0.07570898532867432,
-0.09643544256687164,
0.05446188524365425,
-0.2428397834300995,
0.16268682479858398,
-0.0276850126683712,
0.29333871603012085,
-0.20391057431697845,
-0.10677417367696762,
0.21424280107021332,
-0.21253035962581635
] |
https://github.com/huggingface/datasets/issues/2106 | WMT19 Dataset for Kazakh-English is not formatted correctly | Hi ! Thanks for reporting
By looking at the raw `news-commentary-v14.en-kk.tsv` file, it looks like there are at least 17 lines with this issue.
Moreover these issues are not always the same:
- L97 is only `kk` text and must be appended at the end of the `kk` text of the **next** line
- L2897 is only `kk` text and must be appended at the end of the `kk` text of the **previous** line
- L1247 and L1248 are only `kk` texts and must be inserted at the **beginning** of the `kk` text of the next line
- (and there are many others)
It would be nice to have a corrected version of this file ! The file is available in the `wmt/news-commentary` repository on the Datasets Hub here:
https://huggingface.co/datasets/wmt/news-commentary/tree/main/v14/training
Then maybe we can notify the WMT authors and host the corrected version somewhere | In addition to the bug of languages being switched from Issue @415, there are incorrect translations in the dataset because the English-Kazakh translations have a one off formatting error.
The News Commentary v14 parallel data set for kk-en from http://www.statmt.org/wmt19/translation-task.html has a bug here:
> Line 94. The Swiss National Bank, for its part, has been battling with the deflationary effects of the franc’s dramatic appreciation over the past few years. Швейцарияның Ұлттық банкі өз тарапынан, соңғы бірнеше жыл ішінде франк құнының қатты өсуінің дефляциялық әсерімен күресіп келеді.
>
> Line 95. Дефляциялық күштер 2008 жылы терең және ұзаққа созылған жаһандық дағдарысқа байланысты орын алған ірі экономикалық және қаржылық орын алмасулардың арқасында босатылды. Жеке қарыз қаражаты үлесінің қысқаруы орталық банктің рефляцияға жұмсалған күш-жігеріне тұрақты соққан қарсы желдей болды.
>
> Line 96. The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008. Private deleveraging became a steady headwind to central bank efforts to reflate. 2009 жылы, алдыңғы қатарлы экономикалардың шамамен үштен бірі бағаның төмендеуін көрсетті, бұл соғыстан кейінгі жоғары деңгей болды.
As you can see, line 95 has only the Kazakh translation which should be part of line 96. This causes all of the following English-Kazakh translation pairs to be one off rendering ALL of those translations incorrect. This issue was not fixed when the dataset was imported to Huggingface. By running this code
```
import datasets
from datasets import load_dataset
dataset = load_dataset('wmt19', 'kk-en')
for key in dataset['train']['translation']:
if 'The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008.' in key['kk']:
print(key['en'])
print(key['kk'])
break
```
we get:
> 2009 жылы, алдыңғы қатарлы экономикалардың шамамен үштен бірі бағаның төмендеуін көрсетті, бұл соғыстан кейінгі жоғары деңгей болды.
> The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008. Private deleveraging became a steady headwind to central bank efforts to reflate.
which shows that the issue still persists in the Huggingface dataset. The Kazakh sentence matches up to the next English sentence in the dataset instead of the current one.
Please let me know if there's you have any ideas to fix this one-off error from the dataset or if this can be fixed by Huggingface. | 144 | WMT19 Dataset for Kazakh-English is not formatted correctly
In addition to the bug of languages being switched from Issue @415, there are incorrect translations in the dataset because the English-Kazakh translations have a one off formatting error.
The News Commentary v14 parallel data set for kk-en from http://www.statmt.org/wmt19/translation-task.html has a bug here:
> Line 94. The Swiss National Bank, for its part, has been battling with the deflationary effects of the franc’s dramatic appreciation over the past few years. Швейцарияның Ұлттық банкі өз тарапынан, соңғы бірнеше жыл ішінде франк құнының қатты өсуінің дефляциялық әсерімен күресіп келеді.
>
> Line 95. Дефляциялық күштер 2008 жылы терең және ұзаққа созылған жаһандық дағдарысқа байланысты орын алған ірі экономикалық және қаржылық орын алмасулардың арқасында босатылды. Жеке қарыз қаражаты үлесінің қысқаруы орталық банктің рефляцияға жұмсалған күш-жігеріне тұрақты соққан қарсы желдей болды.
>
> Line 96. The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008. Private deleveraging became a steady headwind to central bank efforts to reflate. 2009 жылы, алдыңғы қатарлы экономикалардың шамамен үштен бірі бағаның төмендеуін көрсетті, бұл соғыстан кейінгі жоғары деңгей болды.
As you can see, line 95 has only the Kazakh translation which should be part of line 96. This causes all of the following English-Kazakh translation pairs to be one off rendering ALL of those translations incorrect. This issue was not fixed when the dataset was imported to Huggingface. By running this code
```
import datasets
from datasets import load_dataset
dataset = load_dataset('wmt19', 'kk-en')
for key in dataset['train']['translation']:
if 'The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008.' in key['kk']:
print(key['en'])
print(key['kk'])
break
```
we get:
> 2009 жылы, алдыңғы қатарлы экономикалардың шамамен үштен бірі бағаның төмендеуін көрсетті, бұл соғыстан кейінгі жоғары деңгей болды.
> The deflationary forces were unleashed by the major economic and financial dislocations associated with the deep and protracted global crisis that erupted in 2008. Private deleveraging became a steady headwind to central bank efforts to reflate.
which shows that the issue still persists in the Huggingface dataset. The Kazakh sentence matches up to the next English sentence in the dataset instead of the current one.
Please let me know if there's you have any ideas to fix this one-off error from the dataset or if this can be fixed by Huggingface.
Hi ! Thanks for reporting
By looking at the raw `news-commentary-v14.en-kk.tsv` file, it looks like there are at least 17 lines with this issue.
Moreover these issues are not always the same:
- L97 is only `kk` text and must be appended at the end of the `kk` text of the **next** line
- L2897 is only `kk` text and must be appended at the end of the `kk` text of the **previous** line
- L1247 and L1248 are only `kk` texts and must be inserted at the **beginning** of the `kk` text of the next line
- (and there are many others)
It would be nice to have a corrected version of this file ! The file is available in the `wmt/news-commentary` repository on the Datasets Hub here:
https://huggingface.co/datasets/wmt/news-commentary/tree/main/v14/training
Then maybe we can notify the WMT authors and host the corrected version somewhere | [
-0.09533054381608963,
-0.5491962432861328,
-0.04321814328432083,
0.316206157207489,
-0.0860268771648407,
0.010772272013127804,
0.18379110097885132,
0.17220936715602875,
-0.1140662431716919,
0.20220860838890076,
0.12895117700099945,
0.09879262000322342,
0.11172693967819214,
0.5228416919708252,
0.05024782568216324,
-0.21062856912612915,
0.11432023346424103,
-0.1941504180431366,
-0.2592693567276001,
-0.13412784039974213,
-0.06606035679578781,
0.1056312546133995,
-0.4930418133735657,
-0.05480078607797623,
-0.4117451310157776,
-0.11516457796096802,
-0.1502329707145691,
-0.07856252789497375,
-0.0658806636929512,
-0.19561152160167694,
0.07030467689037323,
0.13356192409992218,
-0.10531282424926758,
0.35102152824401855,
-0.00011126762547064573,
-0.241763174533844,
0.021564077585935593,
-0.02972518838942051,
-0.16293664276599884,
0.07628967612981796,
-0.1257776916027069,
-0.8057079911231995,
-0.2112896889448166,
-0.1204429641366005,
-0.10379768162965775,
-0.4211288094520569,
-0.15734530985355377,
0.04983627423644066,
0.30655497312545776,
0.10483542829751968,
0.18539273738861084,
0.28816816210746765,
-0.002612063195556402,
-0.11872977763414383,
-0.1859125792980194,
-0.020366813987493515,
-0.15856263041496277,
0.01988510601222515,
0.11007065325975418,
0.15269042551517487,
-0.11945053189992905,
0.6587668061256409,
0.01184269692748785,
-0.11082042008638382,
-0.02994140237569809,
-0.11550324410200119,
-0.14760617911815643,
0.027158508077263832,
0.07761117070913315,
0.4503268003463745,
0.4413162171840668,
0.017042815685272217,
-0.0518958680331707,
-0.18494321405887604,
0.040448471903800964,
-0.3243752419948578,
0.07023007422685623,
0.15095274150371552,
-0.20879116654396057,
0.16877110302448273,
0.022208619862794876,
0.31000712513923645,
0.09863421320915222,
0.0540107861161232,
-0.20075954496860504,
0.46793344616889954,
-0.1476939618587494,
0.02706284634768963,
0.05422532185912132,
-0.04148697853088379,
-0.11182182282209396,
-0.06095270812511444,
-0.013524503447115421,
-0.141837015748024,
-0.148164764046669,
-0.001313786837272346,
-0.09524113684892654,
-0.21983863413333893,
0.15399402379989624,
-0.5208001732826233,
-0.11590439081192017,
0.3559969365596771,
-0.2307446300983429,
-0.17779436707496643,
0.19276009500026703,
0.5753379464149475,
0.05765722319483757,
-0.34042832255363464,
0.14004282653331757,
0.16387134790420532,
0.005113488528877497,
-0.004276133608072996,
0.08582287281751633,
-0.4291137158870697,
-0.2851948142051697,
0.13752861320972443,
-0.0554424524307251,
-0.03889772295951843,
-0.09303153306245804,
0.1223474070429802,
0.1957935094833374,
-0.14406047761440277,
-0.23109139502048492,
0.01978137530386448,
-0.11389186233282089,
0.4291631281375885,
-0.16121317446231842,
0.06445629894733429,
-0.17765913903713226,
-0.16971580684185028,
-0.179719477891922,
-0.13991491496562958,
-0.31851765513420105,
-0.03268785774707794,
-0.19182617962360382,
0.1269257813692093,
0.25996437668800354,
0.23285835981369019,
0.010589119978249073,
-0.08165750652551651,
-0.33588337898254395,
-0.0744914785027504,
0.47503554821014404,
0.2353505939245224,
-0.10940657556056976,
0.18947753310203552,
-0.06725339591503143,
0.08552420139312744,
0.0013107514241710305,
0.018460480496287346,
-0.30522599816322327,
0.23708832263946533,
-0.012714620679616928,
0.12227369099855423,
-0.128480926156044,
-0.0958908274769783,
-0.2741920053958893,
0.5493572950363159,
0.023612646386027336,
-0.016498247161507607,
0.19536353647708893,
-0.10729318857192993,
-0.3907088041305542,
-0.12507954239845276,
0.26034432649612427,
0.19206441938877106,
-0.355953574180603,
-0.028467006981372833,
0.10109495371580124,
-0.05179998651146889,
0.49394962191581726,
0.4126814901828766,
0.10560177266597748,
0.1440577656030655,
-0.02031552419066429,
0.17872211337089539,
-0.07873658090829849,
0.04091991111636162,
-0.312833309173584,
0.013483976945281029,
-0.27290964126586914,
0.4639536440372467,
-0.01561723928898573,
0.028868157416582108,
0.06042761355638504,
0.29151132702827454,
0.16218917071819305,
0.04575185850262642,
0.06714831292629242,
0.23639357089996338,
-0.2866167724132538,
-0.3670729994773865,
0.6842617988586426,
-0.19204068183898926,
0.16208191215991974,
-0.34658578038215637,
0.02377411350607872,
-0.13465555012226105,
0.5904839038848877,
0.23877036571502686,
0.12028238922357559,
-0.1334969401359558,
-0.07767267525196075,
0.04834496229887009,
0.25634536147117615,
0.15257662534713745,
-0.26150763034820557,
0.20690609514713287,
0.19942180812358856,
0.4913662374019623,
0.2391415387392044,
0.13075022399425507,
-0.17878267168998718,
-0.18405677378177643,
-0.2560290992259979,
-0.3216755986213684,
0.21323136985301971,
0.0867893248796463,
-0.4696198105812073,
0.3506499230861664,
-0.06355731189250946,
-0.04470587521791458,
-0.06722377240657806,
-0.026002131402492523,
-0.21258823573589325,
-0.029751207679510117,
-0.008949732407927513,
-0.02854917384684086,
-0.1508796513080597,
0.2967287302017212,
0.2445809543132782,
0.1812206357717514,
-0.24099582433700562,
0.09130045026540756,
0.06382714211940765,
0.6336421966552734,
-0.11218788474798203,
-0.24152204394340515,
0.2419116497039795,
-0.7164646983146667,
0.03525305539369583,
0.11812643706798553,
-0.059329017996788025,
-0.09514106065034866,
0.12399650365114212,
0.43100664019584656,
-0.015163002535700798,
0.06345409899950027,
-0.17551816999912262,
0.0894918143749237,
0.2513159215450287,
-0.059186726808547974,
-0.07287153601646423,
-0.2587556540966034,
0.16871456801891327,
-0.2381841391324997,
-0.2176356166601181,
-0.03305324539542198,
-0.14340361952781677,
0.3936030864715576,
0.516434907913208,
0.25172707438468933,
0.22643136978149414,
-0.10313274711370468,
-0.41071617603302,
-0.1604108363389969,
0.37951207160949707,
0.21755562722682953,
-0.08694097399711609,
0.09453614056110382,
0.17230436205863953,
0.2995278835296631,
0.11390705406665802,
-0.132441446185112,
0.1295517534017563,
0.020617438480257988,
0.09545990079641342,
0.2805338501930237,
-0.10220912843942642,
0.020655563101172447,
-0.26307979226112366,
0.5188573002815247,
-0.1302158534526825,
0.04453223943710327,
-0.1824711412191391,
-0.17196643352508545,
-0.4352489709854126,
-0.08660536259412766,
-0.5954189896583557,
-0.3802388906478882,
-0.15609677135944366,
-0.4191438555717468,
0.0219247005879879,
-0.21711033582687378,
-0.28219857811927795,
0.273041307926178,
0.5708174705505371,
0.13822650909423828,
-0.32887282967567444,
0.6834560036659241,
-0.32915961742401123,
-0.5311250686645508,
-0.19048930704593658,
0.07646060734987259,
0.2330765575170517,
0.5193150043487549,
0.10680421441793442,
-0.41996750235557556,
-0.14015844464302063,
-0.057606298476457596,
-0.6339115500450134,
0.14190687239170074,
-0.369179368019104,
-0.06520424783229828,
-0.05829398334026337,
0.3191205859184265,
-0.2513319253921509,
-0.15171128511428833,
0.2821587920188904,
-0.13809038698673248,
-0.07859428972005844,
0.3749210238456726,
-0.20439669489860535,
-0.19598305225372314,
-0.18057356774806976,
-0.4409831166267395,
-0.3408242464065552,
-0.156254842877388,
0.2199534922838211,
-0.33375945687294006,
-0.26534974575042725,
0.41102731227874756,
0.2355199158191681,
0.014329589903354645,
-0.30281293392181396,
0.1374218761920929,
-0.22953952848911285,
-0.12518197298049927,
0.03687136247754097,
-0.07913878560066223,
-0.48768553137779236,
0.19587060809135437,
0.1955721080303192,
-0.11934995651245117,
-0.0972847118973732,
-0.19420962035655975,
0.4939135015010834,
-0.006794820073992014,
-0.16694855690002441,
0.18401429057121277,
0.13531693816184998,
0.011820923537015915,
-0.0623590350151062,
-0.002810264006257057,
-0.17534151673316956,
-0.2368917465209961,
-0.061677467077970505,
-0.013281121850013733,
0.16507312655448914,
-0.22056061029434204,
0.22178293764591217,
0.35985419154167175,
0.2768029570579529,
0.14676018059253693,
0.2321699559688568,
-0.0783485546708107,
-0.08498268574476242,
0.38045382499694824,
-0.007025547791272402,
-0.19662919640541077,
-0.0072076343931257725,
-0.24643771350383759,
0.09876295179128647,
0.5342602133750916,
-0.03620271384716034,
0.3417958915233612,
-0.09598707407712936,
-0.4318200945854187,
-0.32600516080856323,
-0.3005725145339966,
0.16341550648212433,
0.13657937943935394,
0.22032223641872406,
0.19388699531555176,
0.0029768459498882294,
-0.012142772786319256,
-0.2541389465332031,
0.0119446637108922,
0.18174773454666138,
-0.32332801818847656,
0.14961417019367218,
-0.6493246555328369,
-0.39080187678337097,
-0.2101161926984787,
0.17832021415233612,
0.19084715843200684,
0.5266022086143494,
0.021693095564842224,
-0.08679109811782837,
0.014721634797751904,
0.004149855114519596,
0.12253017723560333,
0.1175098642706871,
-0.052679482847452164,
0.0036355627235025167,
-0.1044451892375946,
-0.28523004055023193,
-0.19018246233463287,
-0.18881073594093323,
-0.2742128372192383,
-0.16024482250213623,
0.3807336986064911,
-0.017826182767748833,
-0.053796444088220596,
-0.03406037017703056,
0.5762075781822205,
-0.4829654097557068,
0.05474012345075607,
-0.30976417660713196,
-0.24681657552719116,
-0.07788034528493881,
0.10562758892774582,
-0.08282817155122757,
-0.2035558968782425,
-0.24679672718048096,
0.17389921844005585,
0.330730140209198,
0.2122388780117035,
-0.05118142440915108,
0.23937121033668518,
0.42790624499320984,
0.16973276436328888,
-0.04597378522157669,
0.3436514139175415,
-0.18518169224262238,
0.5676723718643188,
0.32592111825942993,
-0.1027507558465004,
-0.01686142385005951,
-0.41443559527397156,
-0.4195944368839264,
0.46778973937034607,
0.48749059438705444,
-0.1403454691171646,
0.25922754406929016,
0.5915620923042297,
-0.00700687151402235,
-0.28823500871658325,
-0.06280174851417542,
0.3577048182487488,
0.4028764069080353,
-0.23601283133029938,
-0.03688333183526993,
0.12287737429141998,
-0.13774536550045013,
0.10441231727600098,
0.0924253761768341,
0.10913065820932388,
-0.1621648669242859,
0.18489551544189453,
-0.04335459694266319,
0.8865994215011597,
0.2256828397512436,
0.2615557610988617,
0.3602927327156067,
0.03307643532752991,
0.07390659302473068,
0.1385931521654129,
-0.16179238259792328,
-0.09415753185749054,
0.0045835296623408794,
-0.04669170081615448,
0.22198425233364105,
0.15276779234409332,
-0.0732109472155571,
-0.32413041591644287,
0.22432075440883636,
0.10237406194210052,
0.5825099945068359,
-0.14134961366653442,
-0.10165870934724808,
0.2941727638244629,
-0.061782170087099075,
-0.22734659910202026,
0.08877448737621307,
-0.14160406589508057,
0.0437641404569149,
-0.12338647246360779,
-0.1849101036787033,
-0.10140722244977951,
-0.15011698007583618,
-0.3251177668571472,
-0.024100149050354958,
-0.29458051919937134,
-0.10345100611448288,
-0.2135142832994461,
0.017953354865312576,
-0.0029564297292381525,
0.018611731007695198,
0.41010454297065735,
0.20338968932628632,
-0.054624736309051514,
-0.03765573725104332,
0.240432471036911,
0.2063182294368744,
0.014855164103209972,
-0.006598606705665588,
0.2028627246618271,
-0.22637882828712463,
-0.2533561885356903,
0.06463741511106491,
-0.11270798742771149,
0.236069917678833,
-0.03395266458392143,
-0.05332780256867409,
-0.006304428447037935,
0.2633962035179138,
0.04964180290699005,
0.3528273105621338,
0.16206282377243042,
-0.4291364848613739,
0.10873154550790787,
-0.08651890605688095,
-0.16632437705993652,
0.37007880210876465,
0.22349202632904053,
-0.2619769871234894,
-0.17548276484012604,
0.06725599616765976,
0.2198856770992279,
0.1549963653087616,
0.32927289605140686,
0.32289302349090576,
-0.15894797444343567,
-0.23085588216781616,
0.1641920804977417,
0.17833468317985535,
-0.30570855736732483,
0.049816641956567764,
-0.12268057465553284,
0.014501584693789482,
-0.24616967141628265,
0.735624372959137,
0.24387677013874054,
-0.30410271883010864,
-0.1008891612291336,
-0.22220338881015778,
-0.2246761918067932,
0.4648391902446747,
0.21482108533382416,
0.022316912189126015,
0.2717097997665405,
0.32226690649986267,
0.027798159047961235,
0.15682877600193024,
-0.36184877157211304,
0.05530088022351265,
0.14751049876213074,
0.08929785341024399,
-0.23312444984912872,
0.12359512597322464,
0.07840916514396667,
-0.04598716273903847,
-0.04910554364323616,
0.04902239888906479,
-0.13689814507961273,
-0.17570123076438904,
-0.252290278673172,
0.07033950090408325,
0.10603523999452591,
-0.2024831920862198,
0.1298443078994751,
-0.12092707306146622,
-0.010206656530499458,
-0.26063740253448486,
-0.03911514952778816,
0.3032340705394745,
0.021405505016446114,
0.6562042236328125,
0.5113468170166016,
0.37483957409858704,
-0.16765861213207245,
0.03063768334686756,
0.14141441881656647,
0.0408298522233963,
-0.02151765115559101,
-0.07421993464231491,
0.05764036253094673,
-0.014035690575838089,
0.0181797593832016,
0.001983080292120576,
-0.07014191150665283,
0.31095972657203674,
0.031457073986530304,
-0.05690706521272659,
0.14990980923175812,
-0.07563059777021408,
0.25674277544021606,
0.23281781375408173,
-0.006173674017190933,
-0.13683131337165833,
0.1334676444530487,
0.12608972191810608,
-0.355332612991333,
0.06958723068237305,
0.23154577612876892,
-0.24979040026664734,
0.2247118204832077,
-0.05470774695277214,
0.697621762752533,
-0.17128385603427887,
0.12964275479316711,
-0.059757333248853683,
-0.16111484169960022,
-0.2872350513935089,
0.2644672095775604,
0.1709645390510559,
-0.09302002191543579,
0.2680008113384247,
-0.09163351356983185,
-0.05256110057234764,
-0.10023897141218185,
0.0008203456527553499,
0.18949419260025024,
0.3614405393600464,
0.3250834345817566,
-0.0061287470161914825,
-0.07622085511684418,
-0.17648382484912872,
0.39230918884277344,
0.26279276609420776,
-0.578665018081665,
-0.01188051886856556,
0.3152034878730774,
0.40039128065109253,
0.026181962341070175,
-0.23311586678028107,
-0.1960289627313614,
0.14542238414287567,
-0.48167622089385986,
0.09716889262199402,
-0.09881098568439484,
-0.1527325063943863,
-0.163704976439476,
-0.13874603807926178,
-0.16914142668247223,
0.11892024427652359,
0.211356058716774,
-0.05960187315940857,
-0.23627214133739471,
0.0646040290594101,
-0.36387553811073303,
-0.0041967639699578285,
0.15477672219276428,
-0.2315104752779007,
0.1744869351387024,
0.25850412249565125,
-0.05606579780578613,
-0.02166464552283287,
0.41354116797447205,
0.14564038813114166,
0.2127304971218109,
0.020573312416672707,
-0.1573348194360733,
0.21029432117938995,
0.03123263642191887,
0.04501812532544136,
0.2843782305717468,
0.2946203351020813,
-0.07311448454856873,
0.1628485471010208,
0.14275552332401276,
-0.2451217919588089,
-0.10935839265584946,
0.40802520513534546,
-0.07035955786705017,
-0.14832796156406403,
-0.33654263615608215,
-0.2267836481332779,
0.01031498983502388,
-0.16614612936973572,
0.010660442523658276,
-0.06234772503376007,
0.04476070776581764,
0.44900643825531006,
-0.0746462345123291,
0.08885359019041061,
-0.1517067551612854,
0.12232942879199982,
0.2219158560037613,
0.6906309127807617,
0.29634544253349304,
-0.16482742130756378,
-0.008998946286737919,
-0.3020528554916382,
-0.7928387522697449,
0.2897748649120331,
-0.0851188451051712,
0.44692838191986084,
-0.08661668002605438,
-0.12004607170820236,
0.35751423239707947,
0.26405400037765503,
0.213646799325943,
0.27240869402885437,
-0.1845102310180664,
-0.13937871158123016,
-0.4809320569038391,
0.09020193666219711,
0.391410768032074,
-0.033001143485307693,
-0.0831681415438652,
-0.10770341008901596,
0.3051952123641968,
-0.11508675664663315,
0.08809778839349747,
-0.003988650627434254,
0.0451832190155983,
-0.30989784002304077,
0.20564033091068268,
0.22384753823280334,
0.07491414248943329,
0.39040374755859375,
-0.074871726334095,
-0.15208587050437927,
-0.19489766657352448,
-0.11830072104930878,
-0.01381503976881504,
0.3537481427192688,
0.01098642498254776,
0.2306622564792633,
0.1819504350423813,
-0.009918074123561382,
0.015074691735208035,
-0.009737332351505756,
0.19719776511192322,
-0.08326581865549088,
-0.3364750146865845,
0.2710096836090088,
0.19839274883270264,
-0.23607011139392853,
0.19539284706115723,
0.518195629119873,
0.13699157536029816,
-0.08912595361471176,
-0.2669432461261749,
-0.2945525646209717,
0.10052219033241272,
-0.1692589670419693,
-0.2758888006210327,
-0.2625384032726288,
-0.1398347169160843,
0.3332197070121765,
0.044449787586927414,
-0.19319601356983185,
0.004304611589759588,
0.09157393127679825,
0.30104878544807434,
0.02511168085038662,
0.10656819492578506,
-0.2855907082557678,
-0.1350483000278473,
0.057714223861694336,
0.2076472043991089,
0.35846734046936035,
-0.28329047560691833,
-0.17357562482357025,
-0.09660127758979797
] |
https://github.com/huggingface/datasets/issues/2105 | Request to remove S2ORC dataset | Hello @kyleclo! Currently, we are getting the data from your bucket, so if you remove it the HF script won't work anymore :)
Until you solve things on your end, @lhoestq suggested we just return a warning message when people try to load that dataset from HF. What would you like it to say? | Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks! | 54 | Request to remove S2ORC dataset
Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
Hello @kyleclo! Currently, we are getting the data from your bucket, so if you remove it the HF script won't work anymore :)
Until you solve things on your end, @lhoestq suggested we just return a warning message when people try to load that dataset from HF. What would you like it to say? | [
0.2497459053993225,
-0.3549622595310211,
-0.015487821772694588,
0.21698683500289917,
0.05097898095846176,
-0.05997942388057709,
0.015363162383437157,
0.17014668881893158,
0.3005090653896332,
0.06499636918306351,
-0.31514492630958557,
-0.24191607534885406,
-0.397151917219162,
0.36707907915115356,
-0.20821373164653778,
0.14818397164344788,
-0.12108982354402542,
0.04734504222869873,
-0.26884403824806213,
-0.021625619381666183,
0.10517285019159317,
0.24627216160297394,
-0.05332837253808975,
0.33024102449417114,
-0.22048072516918182,
-0.18248820304870605,
0.0003758301318157464,
0.28808581829071045,
-0.16819623112678528,
-0.3303509056568146,
0.334299236536026,
0.34460732340812683,
0.19433587789535522,
0.47829338908195496,
-0.00011910360626643524,
-0.2259056270122528,
-0.04494815319776535,
0.06342031806707382,
-0.33630430698394775,
-0.050385624170303345,
-0.06390663981437683,
0.08309011906385422,
-0.03904550522565842,
0.07060259580612183,
-0.17678381502628326,
-0.13289327919483185,
0.09462369978427887,
-0.11277511715888977,
0.45149508118629456,
0.22375959157943726,
0.14729075133800507,
0.5189120769500732,
-0.26798850297927856,
0.23563450574874878,
0.08388759940862656,
0.5844473838806152,
-0.09682846069335938,
0.36131957173347473,
-0.15073524415493011,
-0.13441480696201324,
0.020634379237890244,
0.3544663190841675,
-0.482070654630661,
-0.08086035400629044,
0.34239059686660767,
-0.2815229892730713,
-0.34630581736564636,
-0.28949302434921265,
0.19050495326519012,
0.36092430353164673,
0.5013283491134644,
-0.18495191633701324,
-0.008570554666221142,
0.032625582069158554,
0.05868354067206383,
0.07041499763727188,
0.0936761274933815,
0.10890678316354752,
0.06317396461963654,
0.45386919379234314,
-0.21326948702335358,
-0.5096268057823181,
-0.23869575560092926,
-0.17016643285751343,
-0.19189733266830444,
0.27411189675331116,
-0.23317527770996094,
-0.044275183230638504,
0.07564819604158401,
-0.012830321677029133,
0.12449413537979126,
-0.1404350996017456,
-0.12709525227546692,
0.21188436448574066,
-0.12322038412094116,
-0.35875368118286133,
-0.14628159999847412,
0.09784263372421265,
0.3382321000099182,
-0.005484398920089006,
-0.0339052639901638,
-0.1031494066119194,
-0.3579528033733368,
0.16391776502132416,
0.26968201994895935,
-0.10689891874790192,
0.16506105661392212,
0.08024459332227707,
0.20073597133159637,
0.3710963726043701,
0.26877859234809875,
0.10580063611268997,
0.20097176730632782,
0.1437758207321167,
-0.2677752375602722,
0.020692763850092888,
0.4212613105773926,
-0.45055001974105835,
-0.4954603612422943,
0.37647393345832825,
-0.039621178060770035,
-0.12548425793647766,
0.15023943781852722,
0.27727609872817993,
0.10187290608882904,
-0.01952381245791912,
0.14541171491146088,
0.11652795225381851,
-0.18445198237895966,
-0.3579522669315338,
-0.1602800041437149,
0.20956768095493317,
-0.2512292265892029,
0.12039592862129211,
0.18026913702487946,
-0.13129575550556183,
0.12877586483955383,
0.11436673998832703,
0.639971137046814,
0.24060973525047302,
-0.16660566627979279,
-0.14662425220012665,
0.26038408279418945,
0.12038680166006088,
-0.18112017214298248,
0.08020483702421188,
0.13704043626785278,
0.09619268029928207,
-0.24883350729942322,
0.08905920386314392,
-0.3099265694618225,
-0.2802247405052185,
-0.5160049200057983,
0.04205448180437088,
-0.15134604275226593,
0.04819217696785927,
-0.35679757595062256,
-0.051567915827035904,
-0.35989949107170105,
0.10257159918546677,
0.24367186427116394,
0.15250496566295624,
-0.45019811391830444,
-0.0034856093116104603,
-0.1981196403503418,
0.5347210764884949,
-0.06696920096874237,
-0.004256760235875845,
0.378506064414978,
-0.34934160113334656,
0.012876433320343494,
0.4040500819683075,
-0.2383316159248352,
-0.253508985042572,
-0.4391380548477173,
-0.14142052829265594,
-0.5946815013885498,
-0.1744573414325714,
0.0992879867553711,
0.5375523567199707,
-0.2992701530456543,
0.2132284939289093,
0.00995603483170271,
-0.20312628149986267,
0.01132249366492033,
-0.5564863681793213,
-0.09735248237848282,
-0.0895494818687439,
0.2681994140148163,
-0.22592508792877197,
-0.22788290679454803,
-0.3242284059524536,
0.06123194471001625,
-0.10262923687696457,
0.17503836750984192,
0.3118289113044739,
0.07676411420106888,
-0.0738641694188118,
0.6009216904640198,
0.052162833511829376,
0.07974963635206223,
0.3716997802257538,
0.2853856384754181,
0.24550044536590576,
-0.22530154883861542,
0.05605141818523407,
-0.19605252146720886,
-0.06475500017404556,
-0.02506529912352562,
-0.07495016604661942,
0.15512627363204956,
-0.28838276863098145,
-0.19028091430664062,
0.018364891409873962,
0.02718350663781166,
0.1615641713142395,
-0.06297546625137329,
-0.31820809841156006,
-0.01793462224304676,
-0.11124365031719208,
-0.3682825565338135,
0.6763768196105957,
-0.1507047861814499,
0.1577685922384262,
-0.1715857982635498,
0.15686650574207306,
0.058873724192380905,
0.28092479705810547,
0.22979727387428284,
0.08757863193750381,
0.2233128696680069,
-0.015002892352640629,
0.14292797446250916,
0.2585814297199249,
-0.15373004972934723,
0.08226138353347778,
0.22341789305210114,
0.42900046706199646,
0.14449815452098846,
-0.10488316416740417,
0.4809747040271759,
-0.08274132758378983,
-0.05404529348015785,
0.2035282552242279,
0.08712702989578247,
0.26143789291381836,
-0.3357442617416382,
0.05263567343354225,
-0.3771406412124634,
-0.17904408276081085,
0.1647437959909439,
-0.06153014302253723,
-0.13909868896007538,
0.01287575252354145,
0.11432483047246933,
0.1538400650024414,
-0.2277929037809372,
-0.08457265794277191,
-0.36207783222198486,
-0.1090862974524498,
-0.1644122451543808,
-0.21939925849437714,
-0.2350512146949768,
0.2299928218126297,
-0.015184841118752956,
-0.05782511085271835,
0.4176202714443207,
-0.011515922844409943,
0.26193517446517944,
0.1280820369720459,
-0.1451253443956375,
0.2411234825849533,
0.3163655698299408,
-0.07468485087156296,
0.24932701885700226,
0.08661960065364838,
-0.0355137437582016,
-0.06475789844989777,
0.10313373804092407,
0.08496053516864777,
-0.37300094962120056,
-0.28147879242897034,
-0.32630863785743713,
-0.08156151324510574,
-0.39906883239746094,
0.17052491009235382,
-0.18779447674751282,
-0.3982468843460083,
0.03128037974238396,
0.4227202236652374,
-0.6007091999053955,
0.07258475571870804,
0.322722464799881,
0.2935100197792053,
-0.10041962563991547,
-0.0541536882519722,
-0.29067957401275635,
0.3760782480239868,
-0.3606553375720978,
0.004277883563190699,
-0.1575549989938736,
0.15597476065158844,
-0.023097867146134377,
0.04896119236946106,
-0.0592317134141922,
-0.07559843361377716,
0.5918335318565369,
0.04839326813817024,
-0.1953924149274826,
-0.24204224348068237,
-0.028611445799469948,
0.25710615515708923,
0.022235160693526268,
-0.2735896408557892,
0.3110339045524597,
0.4664095640182495,
-0.19589559733867645,
0.0888097733259201,
-0.23065578937530518,
-0.3152903914451599,
-0.07529175281524658,
-0.02219218574464321,
-0.010112344287335873,
0.1665058732032776,
-0.16605934500694275,
0.35093995928764343,
-0.11940589547157288,
-0.12063846737146378,
-0.10058006644248962,
-0.24982327222824097,
0.10176630318164825,
0.15613219141960144,
-0.242331400513649,
-0.03778967261314392,
-0.43890082836151123,
-0.2412036806344986,
-0.4783960282802582,
-0.777578592300415,
0.13222357630729675,
0.1551060825586319,
0.06194024160504341,
0.3001137375831604,
0.2907038629055023,
0.02433440089225769,
-0.24533914029598236,
-0.4676836133003235,
-0.2666758894920349,
0.11083604395389557,
0.029953962191939354,
-0.07119280844926834,
-0.038790855556726456,
0.13166910409927368,
-0.03253553435206413,
-0.0444166362285614,
0.020417707040905952,
-0.1365666687488556,
-0.2444276362657547,
-0.007504704408347607,
0.25179657340049744,
0.03253680095076561,
0.12610164284706116,
0.022792313247919083,
0.4973384737968445,
0.14487752318382263,
0.08416739851236343,
0.4559577703475952,
0.1717984974384308,
0.3662776052951813,
0.023787839338183403,
-0.24252358078956604,
0.10335259884595871,
0.1416405439376831,
-0.30057546496391296,
0.24407285451889038,
-0.03838101774454117,
0.30732792615890503,
-0.0081217922270298,
-0.28716006875038147,
-0.028257444500923157,
-0.3399540185928345,
0.009105104021728039,
0.1280028223991394,
0.20550328493118286,
0.024885250255465508,
-0.2929007411003113,
0.29745444655418396,
-0.40710580348968506,
0.26147571206092834,
0.2595374584197998,
0.5409587621688843,
-0.06826704740524292,
-0.3393145203590393,
0.04671941697597504,
-0.688862144947052,
0.29796740412712097,
-0.27710482478141785,
-0.2801991403102875,
-0.2462519258260727,
0.17260019481182098,
0.22835500538349152,
0.24702779948711395,
0.49861955642700195,
0.2680111527442932,
0.023536013439297676,
-0.21846745908260345,
-0.18256035447120667,
-0.058205023407936096,
-0.03621513023972511,
-0.10567647218704224,
0.18816907703876495,
-0.10526344925165176,
0.050042591989040375,
-0.3504539728164673,
-0.531548023223877,
0.2567066550254822,
-0.02258770354092121,
-0.17424143850803375,
-0.23617875576019287,
-0.2920234799385071,
-0.1977844387292862,
-0.34084352850914,
0.16771817207336426,
0.30761638283729553,
0.015389365144073963,
-0.12531247735023499,
0.10183205455541611,
0.4349920153617859,
0.1473049521446228,
0.6156095862388611,
-0.21142053604125977,
0.019333457574248314,
0.34394222497940063,
-0.13094289600849152,
0.1688971072435379,
0.3511146605014801,
0.4098885655403137,
0.5923300981521606,
0.14207252860069275,
-0.0819055438041687,
0.014037376269698143,
0.1726198047399521,
0.37727460265159607,
0.5314570069313049,
0.144459530711174,
0.23394736647605896,
0.11103881895542145,
0.52154940366745,
-0.43266579508781433,
-0.06308213621377945,
0.12062656134366989,
-0.3773060142993927,
-0.2497071921825409,
-0.0989961177110672,
0.2030663788318634,
-0.07806108146905899,
-0.11884620785713196,
-0.14108222723007202,
0.8098534345626831,
-0.1867142915725708,
0.15599143505096436,
0.15090203285217285,
1.332016110420227,
-0.24792861938476562,
0.235751673579216,
0.2712949216365814,
-0.12904031574726105,
0.4322170615196228,
-0.39088359475135803,
-0.1765439212322235,
-0.21185150742530823,
-0.016208380460739136,
-0.16318994760513306,
0.10252875089645386,
-0.062000568956136703,
0.14353059232234955,
0.26260820031166077,
0.328117698431015,
-0.49827471375465393,
0.1290331333875656,
-0.23355834186077118,
0.276657372713089,
-0.1408674418926239,
0.003051519161090255,
-0.3498930335044861,
0.07449829578399658,
-0.17133048176765442,
0.4168684780597687,
-0.2191191017627716,
-0.06716697663068771,
0.4257996380329132,
-0.3778277635574341,
-0.04246414452791214,
0.04473148286342621,
0.038837358355522156,
-0.15591220557689667,
-0.11129098385572433,
0.04250963032245636,
0.30111271142959595,
-0.056035496294498444,
0.3512803018093109,
0.027836255729198456,
-0.07267868518829346,
0.05139030143618584,
-0.17093613743782043,
-0.08419210463762283,
-0.29529041051864624,
0.087044358253479,
-0.21911127865314484,
0.04863700643181801,
-0.2608412504196167,
0.13572680950164795,
0.25659459829330444,
-0.0180952288210392,
-0.2227426916360855,
-0.04122486338019371,
-0.0989610105752945,
-0.3706773519515991,
0.031880706548690796,
0.11671287566423416,
0.29109275341033936,
0.15579932928085327,
0.05641927942633629,
0.3169156610965729,
-0.013824504800140858,
-0.31450581550598145,
0.3934532403945923,
-0.25519028306007385,
-0.2107522338628769,
0.2886606454849243,
-0.027212532237172127,
-0.26273661851882935,
0.3052182197570801,
0.16966916620731354,
-0.2657028138637543,
-0.3482818901538849,
-0.0754251778125763,
0.058919742703437805,
-0.5973585247993469,
0.025418194010853767,
0.435496985912323,
-0.16204364597797394,
-0.252615362405777,
-0.21097740530967712,
0.05688037723302841,
-0.08898689597845078,
0.38488465547561646,
-0.04498199746012688,
-0.19267627596855164,
0.20185983180999756,
-0.21693862974643707,
0.04823391139507294,
0.21394594013690948,
0.09330687671899796,
-0.37105002999305725,
-0.13202384114265442,
-0.26446476578712463,
0.01632103882730007,
0.10535690188407898,
-0.21731460094451904,
0.13357841968536377,
0.2935498058795929,
0.29100319743156433,
-0.27863559126853943,
-0.0203130841255188,
-0.09932105988264084,
-0.17703492939472198,
-0.07488401234149933,
-0.29105904698371887,
0.22159945964813232,
-0.044901274144649506,
-0.16855989396572113,
-0.12218508869409561,
-0.18832290172576904,
0.023531101644039154,
-0.004813453182578087,
0.45134153962135315,
0.7438863515853882,
0.2988627851009369,
0.2216387689113617,
-0.030044348910450935,
-0.25974491238594055,
-0.3106905519962311,
0.005865934304893017,
0.28515341877937317,
0.43160372972488403,
0.23423326015472412,
0.03569534420967102,
-0.13490405678749084,
-0.15486253798007965,
-0.07751134783029556,
0.46670830249786377,
0.372009813785553,
0.19542603194713593,
0.032064422965049744,
0.042228102684020996,
-0.13317951560020447,
-0.05893497169017792,
0.2870424687862396,
-0.16988347470760345,
-0.27736029028892517,
-0.5174633860588074,
0.09165815263986588,
0.09977928549051285,
-0.2205556184053421,
0.002081056125462055,
0.120634064078331,
0.09960386157035828,
-0.2272839993238449,
0.2557862401008606,
0.032835010439157486,
0.298979252576828,
0.23430021107196808,
0.049759406596422195,
0.10362917929887772,
0.04579119756817818,
0.0056180511601269245,
-0.16312111914157867,
-0.32564592361450195,
-0.11764375865459442,
0.3044126033782959,
0.14181943237781525,
0.29579228162765503,
-0.10290908068418503,
-0.0012432369403541088,
0.2620548605918884,
0.11007162928581238,
0.3436681926250458,
0.06411276012659073,
-0.4404393136501312,
-0.19734607636928558,
0.4140307605266571,
0.0036725010722875595,
-0.03597427159547806,
0.21685655415058136,
0.19782662391662598,
0.07041572034358978,
-0.3362601399421692,
-0.2519579529762268,
0.3827545642852783,
-0.017156846821308136,
0.16197974979877472,
0.14946851134300232,
0.0006605385569855571,
-0.23707568645477295,
0.03169313073158264,
0.010173061862587929,
-0.1894213855266571,
0.29510894417762756,
0.04105818271636963,
-0.16414333879947662,
-0.0630543977022171,
-0.0407242514193058,
0.24605914950370789,
0.11420473456382751,
0.08090942353010178,
-0.1802522987127304,
0.15582942962646484,
0.14664046466350555,
0.4085485637187958,
0.30818799138069153,
0.21870963275432587,
-0.19309507310390472,
0.3625757396221161,
-0.03451613336801529,
-0.19153547286987305,
0.11511403322219849,
0.12955370545387268,
0.19884274899959564,
-0.15664255619049072,
0.15492573380470276,
0.06917812675237656,
0.03446294367313385,
0.009970659390091896,
-0.09981497377157211,
-0.01118006743490696,
0.26213088631629944,
-0.28027820587158203,
0.3153548836708069,
0.15434198081493378,
0.10420384258031845,
-0.186654195189476,
-0.015701714903116226,
-0.1792559027671814,
0.035777490586042404,
0.2729767858982086,
0.019893525168299675,
0.21616098284721375,
-0.07569806277751923,
0.022973651066422462,
-0.11125702410936356,
0.07743930071592331,
0.5089766383171082,
0.01489592157304287,
-0.3831489682197571,
-0.02823619358241558,
-0.3676784336566925,
0.16428324580192566,
-0.1747785061597824,
-0.010760203935205936,
-0.07930292934179306,
-0.1445976346731186,
0.25987735390663147,
0.019125597551465034,
0.01375341322273016,
-0.4540664255619049,
-0.05592148378491402,
-0.143563911318779,
0.06219402328133583,
0.2941073179244995,
-0.2662773132324219,
0.360711932182312,
0.023232027888298035,
-0.06684970110654831,
0.05986553430557251,
0.02978750318288803,
-0.11445783078670502,
-0.26415082812309265,
0.32470330595970154,
-0.18466123938560486,
-0.4762774407863617,
0.2907906472682953,
0.15613727271556854,
0.062075816094875336,
-0.13174158334732056,
-0.35184475779533386,
0.11718872934579849,
-0.15194109082221985,
-0.06257835030555725,
-0.060147594660520554,
0.2416972517967224,
0.1981600970029831,
0.004298262298107147,
-0.195663720369339,
-0.006510852370411158,
0.5049577355384827,
-0.23570550978183746,
0.33629193902015686,
-0.4627581834793091,
0.05054434761404991,
-0.21550893783569336,
0.23785614967346191,
-0.2511630952358246,
0.2846773564815521,
0.2050161510705948,
0.08586082607507706,
-0.2218780517578125,
-0.0377836637198925,
0.8010754585266113,
-0.24895042181015015,
-0.06273465603590012,
0.023047177121043205,
0.7974459528923035,
-0.12557083368301392,
-0.545666515827179,
-0.6729073524475098,
0.3868609070777893,
-0.074224092066288,
0.0923881083726883,
-0.021473471075296402,
0.356821745634079,
-0.292184442281723,
0.00044047931442037225,
0.13473080098628998,
0.3854474723339081,
0.11253520101308823,
-0.11364946514368057,
0.2185106873512268,
-0.08702125400304794
] |
https://github.com/huggingface/datasets/issues/2105 | Request to remove S2ORC dataset | Hi @kyleclo, as of today, you have not removed your bucket data yet, and therefore HuggingFace can download it from there.
Is it OK? Are you planning to eventually delete it? Thank you. | Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks! | 33 | Request to remove S2ORC dataset
Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
Hi @kyleclo, as of today, you have not removed your bucket data yet, and therefore HuggingFace can download it from there.
Is it OK? Are you planning to eventually delete it? Thank you. | [
0.49576011300086975,
-0.3337319493293762,
-0.08406239002943039,
0.5156826972961426,
0.043857142329216,
-0.101533442735672,
-0.03269374370574951,
0.032905157655477524,
-0.06692080944776535,
0.03527074307203293,
-0.44595035910606384,
-0.15734633803367615,
-0.40666013956069946,
0.3072047233581543,
-0.21464072167873383,
0.10661333054304123,
-0.07043537497520447,
-0.02578124590218067,
-0.21454192698001862,
0.10671641677618027,
0.21573254466056824,
0.22476907074451447,
-0.16541603207588196,
0.05391700193285942,
-0.2104235142469406,
-0.2381736934185028,
-0.11677734553813934,
0.1302073448896408,
-0.3192273676395416,
-0.0353853739798069,
0.3552874028682709,
0.25685563683509827,
0.018079707399010658,
0.5105398297309875,
-0.00012078941654181108,
-0.24995413422584534,
-0.18192900717258453,
0.0273428987711668,
-0.34822866320610046,
-0.08508355915546417,
-0.2539297938346863,
0.24861876666545868,
-0.08003741502761841,
0.04942147806286812,
-0.02003978192806244,
-0.08945027738809586,
0.06770706921815872,
-0.08240163326263428,
0.4551744759082794,
0.3425407409667969,
0.1748303472995758,
0.4669798016548157,
-0.21673378348350525,
0.36882147192955017,
0.046474240720272064,
0.5212655067443848,
-0.10690142214298248,
0.4482250213623047,
-0.07729990780353546,
0.11778755486011505,
0.2876635193824768,
0.2670896649360657,
-0.4529401659965515,
0.009458089247345924,
0.16811856627464294,
-0.17489898204803467,
-0.292741984128952,
-0.34209364652633667,
0.4042108356952667,
0.20005850493907928,
0.5567817091941833,
-0.13562795519828796,
-0.07953587174415588,
0.17098771035671234,
0.11036845296621323,
0.0262253750115633,
0.11019842326641083,
0.33645352721214294,
0.12204133719205856,
0.49642083048820496,
-0.44708120822906494,
-0.6174141764640808,
-0.19879230856895447,
-0.1457076370716095,
-0.3737245500087738,
0.4520031809806824,
-0.4058314263820648,
-0.09163114428520203,
-0.10524211078882217,
0.041787464171648026,
0.165726438164711,
-0.2152705043554306,
-0.04214618727564812,
0.17117123305797577,
-0.14798173308372498,
-0.19339746236801147,
-0.2669914960861206,
0.3302885591983795,
0.019349539652466774,
0.16992570459842682,
0.18287064135074615,
-0.2607261836528778,
-0.2533019483089447,
0.1017719954252243,
0.29115965962409973,
-0.023763075470924377,
0.03443025052547455,
0.16235823929309845,
0.12578195333480835,
0.1631886214017868,
0.3278105854988098,
0.16402392089366913,
0.11426550149917603,
0.3418658971786499,
-0.4561470150947571,
-0.10957951843738556,
0.5117800235748291,
-0.41405636072158813,
-0.3980419337749481,
0.21770311892032623,
-0.18945278227329254,
-0.056728530675172806,
0.2985418438911438,
0.03701752796769142,
0.04371700808405876,
-0.1946990042924881,
-0.0023851164150983095,
0.029224805533885956,
-0.10953766852617264,
-0.2861461639404297,
-0.15127284824848175,
0.1469770222902298,
-0.07589513063430786,
-0.042293354868888855,
0.3087781071662903,
-0.2856437861919403,
0.21271030604839325,
0.1209731251001358,
0.506514847278595,
0.198367640376091,
-0.13951216638088226,
-0.10038766264915466,
0.13413265347480774,
0.09416637569665909,
-0.2758985161781311,
0.1906488686800003,
-0.05789205804467201,
0.02933856099843979,
-0.16398568451404572,
-0.004059123806655407,
-0.430420458316803,
-0.2518908679485321,
-0.5167294144630432,
0.0256336722522974,
-0.16761718690395355,
0.02795265056192875,
-0.28847068548202515,
-0.13111314177513123,
-0.15272776782512665,
0.04777178913354874,
0.20742997527122498,
0.23248548805713654,
-0.30487293004989624,
-0.1078944206237793,
-0.1457238346338272,
0.23100750148296356,
0.011455397121608257,
-0.04700407013297081,
0.4015563428401947,
-0.1696835607290268,
0.13483038544654846,
0.41376346349716187,
-0.14440926909446716,
-0.24889230728149414,
-0.3052419126033783,
-0.19333335757255554,
-0.5849936604499817,
-0.17852067947387695,
-0.21864163875579834,
0.3066718280315399,
-0.2916369140148163,
0.06532474607229233,
0.09078875929117203,
-0.22503367066383362,
0.18677937984466553,
-0.3971128463745117,
-0.10509367287158966,
0.015019201673567295,
0.2615574896335602,
-0.32092389464378357,
-0.24464018642902374,
-0.21601472795009613,
0.02131764590740204,
-0.1389903724193573,
-0.05299775302410126,
0.25307759642601013,
-0.03885168582201004,
0.06552235037088394,
0.3861149549484253,
0.13721825182437897,
0.267555832862854,
0.3679470419883728,
0.3419261574745178,
-0.0033925094176083803,
-0.2892646789550781,
0.02289983257651329,
-0.30318453907966614,
-0.0008268244564533234,
-0.10054303705692291,
0.014012024737894535,
0.1042814701795578,
-0.26914268732070923,
-0.10320828855037689,
-0.06748047471046448,
0.12297794222831726,
0.055216893553733826,
0.006069688126444817,
-0.3333396315574646,
0.13701312243938446,
-0.2558971047401428,
-0.27634233236312866,
0.5580835938453674,
-0.058723777532577515,
0.16932421922683716,
-0.37646159529685974,
0.12685497105121613,
0.09665518254041672,
0.23099370300769806,
0.29742375016212463,
0.08728505671024323,
0.05167967081069946,
-0.1487177312374115,
0.01674492657184601,
0.2936428487300873,
-0.19415631890296936,
0.29610365629196167,
0.19571465253829956,
0.5390328168869019,
0.21600088477134705,
-0.07518576830625534,
0.37759846448898315,
-0.06701593101024628,
0.05536923184990883,
0.1712249368429184,
-0.06781762093305588,
0.275879830121994,
-0.244122713804245,
0.09979066997766495,
-0.2766648828983307,
-0.05352066829800606,
0.2998168468475342,
-0.00847635231912136,
-0.21499542891979218,
0.05585253983736038,
0.2065371721982956,
0.1228865534067154,
-0.1381974071264267,
0.03919725492596626,
-0.2054746150970459,
-0.0551346056163311,
-0.43981409072875977,
-0.08224103599786758,
-0.2566310167312622,
0.0857052206993103,
-0.21975219249725342,
-0.15749889612197876,
0.40054163336753845,
0.06380607187747955,
0.3512217402458191,
0.11170284450054169,
0.05562609061598778,
0.10147921741008759,
0.6616275310516357,
-0.13144837319850922,
0.39226654171943665,
0.15145480632781982,
-0.08049074560403824,
-0.20016509294509888,
0.3394488990306854,
0.1562800407409668,
-0.281853586435318,
-0.04427335411310196,
-0.23067927360534668,
0.04500340297818184,
-0.212053120136261,
0.16668294370174408,
-0.3680691123008728,
-0.4625120759010315,
0.046678442507982254,
0.3735589385032654,
-0.6214091181755066,
0.11931770294904709,
0.14951297640800476,
0.2071441113948822,
0.05152318999171257,
-0.029418382793664932,
-0.11335866153240204,
0.4791511595249176,
-0.4406367242336273,
-0.006690393202006817,
-0.14656253159046173,
0.09484274685382843,
0.019655557349324226,
0.10456597059965134,
0.04369630292057991,
-0.022598806768655777,
0.5850804448127747,
0.08525316417217255,
-0.03972115367650986,
-0.28961989283561707,
-0.14602378010749817,
0.21138039231300354,
0.002542586997151375,
-0.24891819059848785,
0.1970222294330597,
0.3608907461166382,
-0.4428423047065735,
0.22806726396083832,
-0.2399173229932785,
-0.31196585297584534,
-0.16482102870941162,
-0.13566158711910248,
0.024688255041837692,
0.18585821986198425,
-0.15129528939723969,
0.3677881062030792,
-0.16595511138439178,
-0.08513765037059784,
0.062441274523735046,
-0.06266041845083237,
0.04104693979024887,
0.008538412861526012,
-0.4504866302013397,
0.030118152499198914,
-0.2970260679721832,
-0.22892442345619202,
-0.4113449454307556,
-0.9189475178718567,
0.15236671268939972,
0.116767019033432,
0.019329966977238655,
0.2935316860675812,
0.4042415916919708,
0.3140754997730255,
-0.13401326537132263,
-0.2661592960357666,
-0.12247994542121887,
0.04876168817281723,
0.05952451005578041,
0.011806143447756767,
0.06520058214664459,
0.23543207347393036,
-0.04996197670698166,
0.027417799457907677,
0.057130590081214905,
-0.24747003614902496,
-0.33306145668029785,
0.32177236676216125,
0.3163864016532898,
0.04325031861662865,
-0.09048591554164886,
0.03233553096652031,
0.5703094601631165,
0.1193067654967308,
0.10819833725690842,
0.23371635377407074,
0.0584443062543869,
0.2107962816953659,
0.07743024826049805,
-0.3203354477882385,
0.24618279933929443,
0.11410906165838242,
-0.3820789158344269,
0.30383870005607605,
0.21079212427139282,
0.23457635939121246,
-0.09998328238725662,
-0.11759231984615326,
-0.30735188722610474,
-0.23891809582710266,
-0.09669739753007889,
0.16231907904148102,
0.3810126483440399,
0.14555305242538452,
-0.41439884901046753,
0.18382424116134644,
-0.6200311183929443,
0.01531192660331726,
0.09938911348581314,
0.44578903913497925,
-0.14236177504062653,
-0.34489336609840393,
0.13891161978244781,
-0.7456734776496887,
0.3348257541656494,
-0.25920671224594116,
-0.40123647451400757,
-0.042098987847566605,
0.3280583322048187,
0.3923138678073883,
0.22052566707134247,
0.4572170376777649,
0.39315348863601685,
-0.11581671983003616,
-0.3311365246772766,
-0.16434483230113983,
-0.1489861011505127,
0.05439907684922218,
-0.1202845498919487,
0.2828079164028168,
0.1660120189189911,
0.01034609042108059,
-0.33994030952453613,
-0.3981850743293762,
0.20158398151397705,
0.012711383402347565,
-0.26893743872642517,
-0.1602998971939087,
-0.1998767852783203,
-0.31155824661254883,
-0.1354835331439972,
-0.07023781538009644,
0.2671818435192108,
0.09041275829076767,
0.041167307645082474,
0.26583075523376465,
0.23427611589431763,
0.054875679314136505,
0.5304292440414429,
-0.38973385095596313,
0.1439938098192215,
0.2950488030910492,
-0.04992873966693878,
0.21393176913261414,
0.37598004937171936,
0.3007418215274811,
0.608744740486145,
0.15272678434848785,
-0.12227104604244232,
0.03996111825108528,
0.05561255291104317,
0.41906505823135376,
0.49383294582366943,
0.08408962190151215,
0.22262626886367798,
0.04346359893679619,
0.42790547013282776,
-0.37272775173187256,
-0.1342262476682663,
0.16826805472373962,
-0.3318159878253937,
-0.19917358458042145,
-0.06861363351345062,
0.19781887531280518,
0.11842206120491028,
-0.17559953033924103,
-0.10975631326436996,
0.7189229130744934,
-0.22718235850334167,
0.03849586471915245,
-0.03557487204670906,
1.394119381904602,
-0.16022613644599915,
0.19494406878948212,
0.19412781298160553,
-0.1110362857580185,
0.6845203042030334,
-0.2874390780925751,
-0.03626493737101555,
-0.09688013046979904,
0.07661233097314835,
-0.17136934399604797,
0.1745816320180893,
0.023401526734232903,
0.12553127110004425,
0.3082107603549957,
0.21513798832893372,
-0.49615779519081116,
0.3687133193016052,
-0.18465277552604675,
0.22054830193519592,
-0.02381744794547558,
0.02189452387392521,
-0.5131446123123169,
0.07594349980354309,
-0.21000713109970093,
0.3007342517375946,
-0.16635389626026154,
-0.07313042134046555,
0.1509171575307846,
-0.24811339378356934,
-0.03938935324549675,
-0.12086859345436096,
0.1561519056558609,
-0.029119698330760002,
-0.11156732589006424,
-0.11623457074165344,
0.12378992885351181,
0.11807022243738174,
0.22667789459228516,
-0.022031648084521294,
-0.2298935353755951,
0.14669650793075562,
-0.13104909658432007,
-0.128607839345932,
-0.14857855439186096,
0.16184723377227783,
-0.542686939239502,
-0.089074045419693,
-0.08154290914535522,
0.08444387465715408,
0.2241678684949875,
-0.04649442061781883,
-0.13402420282363892,
0.03447844088077545,
-0.005843514110893011,
-0.2914928197860718,
-0.09736704081296921,
0.030325986444950104,
0.1702996790409088,
0.04019158333539963,
0.07083967328071594,
0.31231117248535156,
0.0006767550949007273,
-0.2959253489971161,
0.286696195602417,
-0.1537838578224182,
-0.239449143409729,
0.4287184476852417,
0.19776377081871033,
-0.32254984974861145,
0.2857300937175751,
-0.01909007504582405,
-0.19048060476779938,
-0.27513399720191956,
0.20164580643177032,
-0.34252190589904785,
-0.5874429941177368,
0.11412887275218964,
0.31496644020080566,
0.036604709923267365,
-0.29151326417922974,
-0.19757738709449768,
0.11040040850639343,
-0.026490122079849243,
0.31680476665496826,
-0.058495085686445236,
-0.19469043612480164,
0.16527269780635834,
-0.09269926697015762,
-0.041447076946496964,
0.017605651170015335,
0.0027850749902427197,
-0.3060525059700012,
-0.007844741456210613,
-0.23471948504447937,
0.22582779824733734,
0.13536405563354492,
-0.16502128541469574,
0.25140976905822754,
0.2690315544605255,
0.18967191874980927,
-0.37529435753822327,
0.013990292325615883,
-0.15799851715564728,
-0.0628548339009285,
-0.12526531517505646,
-0.2023276537656784,
0.20922546088695526,
0.013712628744542599,
-0.36525318026542664,
-0.14087559282779694,
0.010652901604771614,
-0.0787617415189743,
0.0449376180768013,
0.27075091004371643,
0.6551382541656494,
0.44468629360198975,
0.06954082101583481,
-0.1357017308473587,
-0.11608511209487915,
-0.20911508798599243,
0.12268029898405075,
0.28053125739097595,
0.3615553379058838,
0.2780153155326843,
0.18330350518226624,
0.02108229137957096,
-0.21382901072502136,
-0.09889731556177139,
0.17728310823440552,
0.23022045195102692,
0.11336060613393784,
0.06414007395505905,
-0.0504004992544651,
0.016251184046268463,
-0.016579754650592804,
0.319604754447937,
0.041956376284360886,
-0.22121690213680267,
-0.20519539713859558,
0.09416301548480988,
0.09665007144212723,
-0.2390657663345337,
0.09124471247196198,
0.3166815936565399,
0.21786366403102875,
-0.24661844968795776,
0.1899968385696411,
0.00809050165116787,
0.37119239568710327,
-0.09918984770774841,
-0.04837099462747574,
0.10391136258840561,
0.11595994979143143,
0.06223514303565025,
-0.18576988577842712,
-0.09825646877288818,
-0.10459297150373459,
0.3679387867450714,
0.12111999094486237,
0.12774521112442017,
-0.1870661973953247,
0.012502600438892841,
0.3199789822101593,
0.13321274518966675,
0.37879621982574463,
0.3281484544277191,
-0.30777478218078613,
-0.3909490704536438,
0.2668868601322174,
-0.018267173320055008,
0.10243619978427887,
0.2293855845928192,
0.40268978476524353,
-0.067061647772789,
-0.41687047481536865,
-0.28440138697624207,
0.5166845917701721,
0.04858997464179993,
-0.033262670040130615,
0.11051688343286514,
-0.20091921091079712,
0.05196251720190048,
0.11806119233369827,
-0.15135516226291656,
-0.28856220841407776,
0.30935537815093994,
0.03039027936756611,
-0.19308239221572876,
-0.2587173581123352,
-0.13054852187633514,
0.25276246666908264,
0.14492814242839813,
0.08356274664402008,
-0.14494986832141876,
0.033326998353004456,
0.16585780680179596,
0.1370895355939865,
0.3544537425041199,
0.06753796339035034,
-0.31489020586013794,
0.31634822487831116,
-0.04514428973197937,
-0.16011451184749603,
0.024189123883843422,
0.03452984243631363,
0.36219942569732666,
-0.06356523185968399,
0.07394702732563019,
-0.07135961204767227,
0.01795085333287716,
-0.015564697794616222,
-0.025442859157919884,
0.08376901596784592,
0.3100961148738861,
-0.3714372217655182,
0.19920717179775238,
-0.07778448611497879,
-0.00182815152220428,
-0.02051454409956932,
-0.14329755306243896,
-0.19207863509655,
0.03056313656270504,
0.10919654369354248,
0.017296528443694115,
0.20126017928123474,
0.0917825847864151,
0.017233937978744507,
-0.20659692585468292,
0.12583671510219574,
0.422977477312088,
0.10773929953575134,
-0.3011723756790161,
-0.28949373960494995,
-0.3903498351573944,
0.1269795149564743,
-0.10874530673027039,
0.05060407519340515,
-0.2355714738368988,
-0.06452734023332596,
0.2830372154712677,
0.1545533835887909,
-0.208869069814682,
-0.4022492468357086,
-0.01718485914170742,
-0.06915327906608582,
-0.006384492386132479,
0.36154410243034363,
-0.27862483263015747,
0.30930930376052856,
0.044629570096731186,
-0.06583987921476364,
0.092876136302948,
-0.0068057929165661335,
-0.10917127132415771,
-0.3168356716632843,
0.31099534034729004,
-0.16541996598243713,
-0.33873093128204346,
0.2403813749551773,
0.1307760626077652,
-0.10461240261793137,
-0.021196773275732994,
-0.3472580015659332,
-0.069911427795887,
-0.09860017895698547,
0.10059705376625061,
0.05407610908150673,
0.22099371254444122,
0.15040260553359985,
-0.03791186958551407,
-0.010277931578457355,
0.045622605830430984,
0.5237259864807129,
-0.21178263425827026,
0.28872787952423096,
-0.4321366250514984,
-0.09733352065086365,
-0.21588291227817535,
0.24359780550003052,
-0.17514915764331818,
0.24542848765850067,
0.06390561163425446,
-0.1614898443222046,
-0.2857497036457062,
0.0038835706654936075,
0.7217821478843689,
-0.3279660642147064,
-0.052369192242622375,
0.08034296333789825,
0.7390753030776978,
0.04821467027068138,
-0.47149547934532166,
-0.6054502725601196,
0.31536728143692017,
0.1254725158214569,
-0.19293363392353058,
-0.01648620516061783,
0.37647613883018494,
-0.28785237669944763,
-0.07118266075849533,
0.14213979244232178,
0.47482267022132874,
0.20327439904212952,
-0.029730230569839478,
0.25864964723587036,
0.04509536176919937
] |
https://github.com/huggingface/datasets/issues/2105 | Request to remove S2ORC dataset | Hi! Sorry I missed @yjernite 's previous message, thanks for responding!
Is there an option where we can keep our data in our bucket, but the HF script no longer pulls data from it? | Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks! | 34 | Request to remove S2ORC dataset
Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
Hi! Sorry I missed @yjernite 's previous message, thanks for responding!
Is there an option where we can keep our data in our bucket, but the HF script no longer pulls data from it? | [
0.3147091567516327,
-0.2077653557062149,
-0.02390393801033497,
0.32826200127601624,
-0.01409437321126461,
-0.18290287256240845,
0.017518896609544754,
0.17257513105869293,
0.17710070312023163,
0.162148579955101,
-0.40387988090515137,
-0.27868321537971497,
-0.3127875328063965,
0.4572267234325409,
-0.14338374137878418,
0.1945004016160965,
-0.07027015089988708,
0.05244831740856171,
-0.32020848989486694,
0.032445818185806274,
0.1301751732826233,
0.22618290781974792,
-0.0884682759642601,
0.06617268174886703,
-0.138035848736763,
-0.11288280785083771,
-0.07820673286914825,
0.1449865847826004,
-0.1255221962928772,
0.06940258294343948,
0.2610512375831604,
0.4705430567264557,
0.08008379489183426,
0.43399354815483093,
-0.0001245844323420897,
-0.32090726494789124,
-0.15400618314743042,
0.005615337751805782,
-0.40185248851776123,
-0.1130019947886467,
-0.0782957375049591,
0.2641177475452423,
-0.09085658192634583,
0.13978025317192078,
-0.053405553102493286,
-0.12628918886184692,
0.08416330814361572,
-0.15273497998714447,
0.3187083899974823,
0.23425926268100739,
0.1314423531293869,
0.5757725238800049,
-0.43036991357803345,
0.2741439938545227,
0.1232634037733078,
0.6085690855979919,
-0.15168781578540802,
0.3492445945739746,
-0.11992267519235611,
-0.10974467545747757,
0.21398866176605225,
0.3302989900112152,
-0.4357926547527313,
-0.09248065203428268,
0.24912606179714203,
-0.15356557071208954,
-0.39856839179992676,
-0.22529636323451996,
0.4142614006996155,
0.2827496826648712,
0.4330858290195465,
-0.21041347086429596,
-0.09047841280698776,
0.10222894698381424,
0.047430962324142456,
0.04948895052075386,
0.011687729507684708,
0.21442048251628876,
0.09602249413728714,
0.4289374351501465,
-0.3170788586139679,
-0.6390437483787537,
-0.2341395765542984,
-0.11406145244836807,
-0.3001757860183716,
0.3237965404987335,
-0.29734694957733154,
-0.06418605148792267,
-0.07382002472877502,
0.09143180400133133,
0.17973291873931885,
-0.23228363692760468,
0.012711555697023869,
0.15899613499641418,
-0.043155718594789505,
-0.31718385219573975,
-0.21787872910499573,
0.31260165572166443,
0.24485735595226288,
0.04455764591693878,
0.024387771263718605,
-0.16243812441825867,
-0.28454065322875977,
0.20509110391139984,
0.3105308413505554,
-0.09216568619012833,
0.04197126254439354,
0.09407270699739456,
0.2771455943584442,
0.25181010365486145,
0.25290948152542114,
0.07159707695245743,
0.19327771663665771,
0.28978943824768066,
-0.38938385248184204,
-0.15647974610328674,
0.5164502263069153,
-0.43009135127067566,
-0.41661086678504944,
0.35954365134239197,
-0.05528831109404564,
-0.06198136508464813,
0.15640787780284882,
0.30357804894447327,
0.11370962858200073,
-0.007000156212598085,
0.0698099434375763,
0.04365886002779007,
-0.21035884320735931,
-0.31352853775024414,
-0.16770146787166595,
0.18024379014968872,
-0.0791732519865036,
-0.017008842900395393,
0.24895906448364258,
-0.21333253383636475,
0.19535444676876068,
0.16867636144161224,
0.5780788064002991,
0.2631825804710388,
-0.11073363572359085,
-0.22348235547542572,
0.33620157837867737,
0.17560406029224396,
-0.1483074128627777,
0.1314198523759842,
0.022515473887324333,
0.1181296780705452,
-0.25108200311660767,
0.029849858954548836,
-0.2922261655330658,
-0.17873385548591614,
-0.48482874035835266,
0.0030083730816841125,
-0.12139374017715454,
0.05653122067451477,
-0.32289251685142517,
-0.08960960805416107,
-0.2625926434993744,
0.11477573961019516,
0.16497376561164856,
0.05994190648198128,
-0.33812424540519714,
-0.06750155985355377,
-0.13393081724643707,
0.34477540850639343,
-0.12912610173225403,
-0.003277926705777645,
0.44929057359695435,
-0.21788255870342255,
-0.020205151289701462,
0.3893568217754364,
-0.18090608716011047,
-0.21906031668186188,
-0.3314696252346039,
-0.15685555338859558,
-0.49644193053245544,
-0.25059112906455994,
-0.024909527972340584,
0.3402804434299469,
-0.174455463886261,
0.07530037313699722,
0.11963367462158203,
-0.2354542762041092,
0.21514266729354858,
-0.4574492275714874,
-0.25062495470046997,
-0.01613357476890087,
0.18854576349258423,
-0.2797210216522217,
-0.11014867573976517,
-0.31902462244033813,
-0.006215915083885193,
-0.11794516444206238,
0.11306224763393402,
0.1365053355693817,
-0.023084579035639763,
-0.09626061469316483,
0.47571972012519836,
0.039038438349962234,
0.27699196338653564,
0.33439913392066956,
0.25578784942626953,
0.19219733774662018,
-0.24534353613853455,
-0.04992494732141495,
-0.29922226071357727,
-0.09593773633241653,
-0.13047237694263458,
-0.1254461705684662,
0.167501762509346,
-0.3209264576435089,
-0.051122456789016724,
-0.025298338383436203,
0.259321391582489,
0.16864566504955292,
-0.05022688955068588,
-0.2897982597351074,
0.005914412904530764,
-0.18394866585731506,
-0.4556972086429596,
0.6220614314079285,
0.06635287404060364,
0.20313520729541779,
-0.25507479906082153,
0.24252627789974213,
0.08209407329559326,
0.17925730347633362,
0.2667654752731323,
0.13728484511375427,
0.13393498957157135,
-0.07804681360721588,
0.1209658831357956,
0.24988475441932678,
-0.12233267724514008,
0.17203454673290253,
0.29787299036979675,
0.535764753818512,
0.1379653811454773,
0.0415777750313282,
0.4445881247520447,
-0.10420230031013489,
-0.011414017528295517,
0.17282849550247192,
-0.04464374855160713,
0.30559325218200684,
-0.24362245202064514,
0.21624261140823364,
-0.15805338323116302,
-0.13983814418315887,
0.24602678418159485,
-0.1375354528427124,
-0.16337881982326508,
-0.10405203700065613,
0.2351146936416626,
0.05345657467842102,
-0.12929335236549377,
-0.02763213962316513,
-0.31382977962493896,
0.08439216017723083,
-0.0928238034248352,
-0.11409446597099304,
-0.23467108607292175,
0.10194224864244461,
-0.21579609811306,
-0.15784718096256256,
0.4094678461551666,
-0.0664004385471344,
0.2941378355026245,
0.1521456241607666,
-0.10299871116876602,
0.1443633884191513,
0.48861321806907654,
-0.1357598453760147,
0.2988618016242981,
0.11981672048568726,
-0.1439887285232544,
-0.09774727374315262,
0.2450704276561737,
0.11413082480430603,
-0.4201132655143738,
-0.13390547037124634,
-0.29444143176078796,
-0.05893465504050255,
-0.23164744675159454,
0.19914796948432922,
-0.3803669214248657,
-0.34326183795928955,
0.036362506449222565,
0.3859192132949829,
-0.5940880179405212,
-0.021153613924980164,
0.23785880208015442,
0.4233309328556061,
-0.03202854096889496,
-0.043642062693834305,
-0.22107276320457458,
0.41321033239364624,
-0.5426181554794312,
0.02080870419740677,
-0.19793742895126343,
0.0864616259932518,
0.0401306189596653,
0.036017823964357376,
0.037856753915548325,
0.04958510398864746,
0.646041750907898,
0.19604958593845367,
-0.2760609984397888,
-0.28688734769821167,
-0.07529453933238983,
0.29341065883636475,
0.008015088737010956,
-0.2756492495536804,
0.2361772358417511,
0.42333900928497314,
-0.35498401522636414,
0.26392483711242676,
-0.26535725593566895,
-0.40178990364074707,
-0.11570972949266434,
-0.029987739399075508,
-0.038815878331661224,
0.21176578104496002,
-0.12254535406827927,
0.39602845907211304,
-0.07570715993642807,
-0.1922045797109604,
-0.074334517121315,
-0.15572147071361542,
0.10378282517194748,
0.03870776668190956,
-0.38791167736053467,
-0.04676998034119606,
-0.4429832100868225,
-0.28245076537132263,
-0.4912325143814087,
-0.778199315071106,
0.12074704468250275,
0.06990673393011093,
0.05720807611942291,
0.33202674984931946,
0.3459813892841339,
0.11149383336305618,
-0.154839888215065,
-0.3589918315410614,
-0.2789938449859619,
0.1449710875749588,
0.07919303327798843,
-0.12495625019073486,
0.08728186786174774,
0.39094865322113037,
-0.0427657887339592,
-0.0010109141003340483,
-0.0317494198679924,
-0.1366344392299652,
-0.2140944004058838,
0.24232600629329681,
0.19925126433372498,
0.045587025582790375,
0.025747202336788177,
0.010692836716771126,
0.6046022772789001,
0.10108626633882523,
0.18449163436889648,
0.33974143862724304,
0.19424404203891754,
0.38561809062957764,
-0.05504443868994713,
-0.23256710171699524,
0.20940542221069336,
0.15106943249702454,
-0.35104021430015564,
0.4016520082950592,
0.15887467563152313,
0.33275237679481506,
-0.04862833768129349,
-0.2903544008731842,
-0.16254441440105438,
-0.35463017225265503,
0.04287466034293175,
0.14517779648303986,
0.3210630714893341,
0.11249694973230362,
-0.25288695096969604,
0.16188812255859375,
-0.47170376777648926,
0.19042374193668365,
0.1604333221912384,
0.5285871624946594,
-0.1411280333995819,
-0.3676760792732239,
0.07193374633789062,
-0.7467406392097473,
0.36023974418640137,
-0.3094732463359833,
-0.3952314555644989,
-0.1068519726395607,
0.26922446489334106,
0.274624228477478,
0.151147723197937,
0.5630874037742615,
0.29094937443733215,
-0.09574873745441437,
-0.27980610728263855,
-0.3013564944267273,
-0.15526670217514038,
0.03757387772202492,
-0.1183609887957573,
0.16190066933631897,
0.0003906420024577528,
0.0660543292760849,
-0.3809038996696472,
-0.5336226224899292,
0.3014356791973114,
0.00439519714564085,
-0.2740960121154785,
-0.1703827828168869,
-0.12402810156345367,
-0.3155563473701477,
-0.22551006078720093,
-0.10065778344869614,
0.23195762932300568,
-0.11879192292690277,
-0.01589580997824669,
0.17926548421382904,
0.27003687620162964,
-0.08345931023359299,
0.5575609803199768,
-0.3295530080795288,
0.039324041455984116,
0.2972211539745331,
-0.13383157551288605,
0.22572565078735352,
0.2999960780143738,
0.4112846851348877,
0.5585443377494812,
0.14189796149730682,
-0.12390675395727158,
-0.010241164825856686,
0.19798889756202698,
0.5615344643592834,
0.5556924939155579,
0.12847696244716644,
0.3664986193180084,
0.09188015758991241,
0.5001990795135498,
-0.3880907893180847,
-0.09563848376274109,
0.10000469535589218,
-0.40818893909454346,
-0.16251036524772644,
-0.10494812577962875,
0.1417703479528427,
-0.06440915167331696,
-0.14931444823741913,
-0.20815859735012054,
0.7436941862106323,
-0.22829151153564453,
0.29032954573631287,
-0.03463006019592285,
1.4422248601913452,
-0.15934987366199493,
0.3056579530239105,
0.2118854522705078,
-0.25518640875816345,
0.5051160454750061,
-0.4148741066455841,
-0.20219609141349792,
-0.22952233254909515,
0.002103563863784075,
-0.1674163043498993,
0.17213787138462067,
-0.013245184905827045,
0.027463901787996292,
0.3120127022266388,
0.3241525888442993,
-0.539101243019104,
0.3610619902610779,
-0.2570854127407074,
0.24584993720054626,
-0.10361377149820328,
-0.06809672713279724,
-0.38326287269592285,
0.040193524211645126,
-0.1998198926448822,
0.28532353043556213,
-0.21480083465576172,
0.008526098914444447,
0.30917292833328247,
-0.2910861074924469,
0.09380935877561569,
-0.10055390745401382,
0.05192359536886215,
-0.17135131359100342,
-0.16211673617362976,
-0.1322748363018036,
0.1180654838681221,
-0.05015643313527107,
0.3635025918483734,
0.03365975618362427,
-0.10315880924463272,
0.11896684765815735,
-0.11615896970033646,
-0.08455702662467957,
-0.1702691912651062,
0.11213211715221405,
-0.355792373418808,
-0.01616177335381508,
-0.12063655257225037,
0.09030932933092117,
0.3170486092567444,
-0.07235946506261826,
-0.17636413872241974,
-0.08747895061969757,
-0.01703597605228424,
-0.34745529294013977,
-0.033121977001428604,
0.08892927318811417,
0.24747736752033234,
0.016726737841963768,
0.024522535502910614,
0.3489472568035126,
0.04866717755794525,
-0.20576201379299164,
0.2901410758495331,
-0.08111222833395004,
-0.322654664516449,
0.4245264530181885,
0.17439985275268555,
-0.2102300524711609,
0.2772931456565857,
0.09304095804691315,
-0.24252218008041382,
-0.30350765585899353,
0.06781653314828873,
-0.05458034947514534,
-0.5354100465774536,
0.15623386204242706,
0.3695349097251892,
-0.16229820251464844,
-0.3122069537639618,
-0.21664075553417206,
-0.07351982593536377,
-0.10833239555358887,
0.16864627599716187,
-0.06277719140052795,
-0.2172718495130539,
0.28267914056777954,
-0.05917133018374443,
0.021717242896556854,
0.21632038056850433,
0.104701928794384,
-0.46115899085998535,
-0.0149918207898736,
-0.23777471482753754,
0.055630434304475784,
0.19305291771888733,
-0.12084882706403732,
0.19165925681591034,
0.24978184700012207,
0.26292160153388977,
-0.41450750827789307,
-0.014569858089089394,
-0.19855928421020508,
-0.07797960937023163,
-0.10245846211910248,
-0.33389103412628174,
0.24613195657730103,
-0.0063893161714077,
-0.18037346005439758,
-0.12648344039916992,
-0.08081488311290741,
-0.05871826410293579,
-0.10775462538003922,
0.3669096529483795,
0.7037878036499023,
0.39631468057632446,
0.10036881268024445,
-0.03438684716820717,
-0.17038744688034058,
-0.16628506779670715,
0.105109304189682,
0.30188390612602234,
0.4229617714881897,
0.13351912796497345,
0.09797687828540802,
-0.025635747238993645,
-0.17217640578746796,
-0.11690381169319153,
0.34784531593322754,
0.3693527281284332,
0.1443409025669098,
0.08503469079732895,
-0.006866339594125748,
-0.15132169425487518,
-0.07054432481527328,
0.3867633640766144,
-0.07467309385538101,
-0.19844648241996765,
-0.3272586464881897,
0.18235543370246887,
0.05927686393260956,
-0.22977495193481445,
0.09364945441484451,
0.23199523985385895,
0.11313433200120926,
-0.1623990535736084,
0.24483518302440643,
0.043143611401319504,
0.3019331991672516,
0.06685221940279007,
-0.01740112714469433,
0.08136837929487228,
0.11126363277435303,
-0.01551744807511568,
-0.2162248194217682,
-0.1460532397031784,
-0.04670931398868561,
0.2893081307411194,
0.20028389990329742,
0.20456616580486298,
-0.14252972602844238,
0.06268494576215744,
0.2676783800125122,
0.15840569138526917,
0.38186851143836975,
0.25921985507011414,
-0.3135669529438019,
-0.38905200362205505,
0.32427844405174255,
0.043198954313993454,
0.038417477160692215,
0.13444776833057404,
0.3216623365879059,
0.032943882048130035,
-0.4210069179534912,
-0.18127332627773285,
0.5291784405708313,
0.001220031757839024,
0.05751587077975273,
0.17242735624313354,
-0.043388355523347855,
-0.014376414008438587,
0.06847716867923737,
-0.05630870163440704,
-0.29208803176879883,
0.3737667202949524,
0.07835185527801514,
-0.10122139751911163,
-0.07714737206697464,
0.01783457025885582,
0.09916896373033524,
0.1210935115814209,
0.16706782579421997,
-0.20264577865600586,
-0.004234463907778263,
0.3194524049758911,
0.14136339724063873,
0.36630234122276306,
0.07718149572610855,
-0.3462439775466919,
0.24149373173713684,
-0.0717807412147522,
-0.10553935915231705,
0.02388710528612137,
0.00808299332857132,
0.13347382843494415,
-0.12411284446716309,
0.1568184345960617,
-0.0017039307858794928,
-0.020303897559642792,
0.024002254009246826,
-0.052865706384181976,
0.05979585647583008,
0.23231779038906097,
-0.34922516345977783,
0.3407614231109619,
0.15354660153388977,
0.0007399555761367083,
-0.06732093542814255,
-0.1813667118549347,
-0.15667860209941864,
-0.046126581728458405,
0.1495532989501953,
-0.013755629770457745,
0.22112144529819489,
0.0334274061024189,
0.007947375066578388,
-0.20615026354789734,
0.07599606364965439,
0.3485666811466217,
-0.026400573551654816,
-0.27041009068489075,
-0.1542825549840927,
-0.22709418833255768,
0.07946589589118958,
-0.23774367570877075,
0.0104718878865242,
-0.21417632699012756,
-0.06898081302642822,
0.2982633113861084,
0.02712918259203434,
0.022167595103383064,
-0.5149399042129517,
0.039179861545562744,
-0.03401791304349899,
0.1177334114909172,
0.24467693269252777,
-0.39005687832832336,
0.3240768611431122,
0.06454482674598694,
-0.10555128753185272,
0.09179840981960297,
0.04277247563004494,
-0.15580470860004425,
-0.24958153069019318,
0.3124650716781616,
-0.008296243846416473,
-0.5492114424705505,
0.31670960783958435,
0.11644424498081207,
-0.1666414439678192,
-0.12112706154584885,
-0.3616182804107666,
0.06606705486774445,
-0.06311220675706863,
-0.07844366133213043,
-0.11201630532741547,
0.14492495357990265,
0.18899784982204437,
-0.04453981667757034,
-0.1906404048204422,
0.13069552183151245,
0.46119925379753113,
-0.2786438763141632,
0.3786754012107849,
-0.3487752676010132,
0.04601274058222771,
-0.2282996028661728,
0.3409305214881897,
-0.16015879809856415,
0.299223929643631,
0.07375950366258621,
-0.12084539979696274,
-0.3632831573486328,
0.032041035592556,
0.7371149063110352,
-0.20606477558612823,
-0.1711035668849945,
0.009422526694834232,
0.7621915340423584,
-0.10841038823127747,
-0.5149694681167603,
-0.5980624556541443,
0.299189031124115,
-0.013980899937450886,
-0.06373133510351181,
-0.0169632900506258,
0.3832954168319702,
-0.29852259159088135,
-0.027507560327649117,
0.1987159550189972,
0.41874951124191284,
0.32436153292655945,
-0.0627262219786644,
0.2210436463356018,
0.01811154931783676
] |
https://github.com/huggingface/datasets/issues/2104 | Trouble loading wiki_movies | Hi ! `wiki_movies` was added in `datasets==1.2.0`. However it looks like you have `datasets==1.1.2`.
To use `wiki_movies`, please update `datasets` with
```
pip install --upgrade datasets
``` | Hello,
I am trying to load_dataset("wiki_movies") and it gives me this error -
`FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/wiki_movies/wiki_movies.py`
Trying to do `python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name wiki_movies \` also gives the same error.
Is this something on my end? From what I can tell, this dataset was re-added by @lhoestq a few months ago.
Thank you! | 27 | Trouble loading wiki_movies
Hello,
I am trying to load_dataset("wiki_movies") and it gives me this error -
`FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/wiki_movies/wiki_movies.py`
Trying to do `python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name wiki_movies \` also gives the same error.
Is this something on my end? From what I can tell, this dataset was re-added by @lhoestq a few months ago.
Thank you!
Hi ! `wiki_movies` was added in `datasets==1.2.0`. However it looks like you have `datasets==1.1.2`.
To use `wiki_movies`, please update `datasets` with
```
pip install --upgrade datasets
``` | [
-0.2073981761932373,
-0.013514507561922073,
-0.044220417737960815,
0.3873904049396515,
0.28917643427848816,
0.19632720947265625,
0.16524076461791992,
0.29042527079582214,
0.1623350828886032,
-0.05911308899521828,
-0.06512915343046188,
0.039870455861091614,
0.03908183425664902,
0.009569225832819939,
0.21804115176200867,
-0.13361869752407074,
0.13193301856517792,
-0.06776432693004608,
0.0409931018948555,
-0.15195636451244354,
-0.26095160841941833,
0.19051212072372437,
-0.09478255361318588,
0.04936391860246658,
-0.30128300189971924,
-0.021326491609215736,
-0.08608796447515488,
0.3671926259994507,
-0.15540610253810883,
-0.3068658113479614,
0.4555037319660187,
-0.15636850893497467,
0.6124146580696106,
0.557012677192688,
-0.00011541083949850872,
0.07930607348680496,
0.45570990443229675,
-0.04380398616194725,
-0.3138125240802765,
-0.23398566246032715,
0.19904255867004395,
-0.3066937029361725,
0.3091193437576294,
-0.07188576459884644,
-0.11473677307367325,
-0.03578270971775055,
0.14568214118480682,
-0.1668717861175537,
0.10031561553478241,
0.08561674505472183,
0.1734514832496643,
0.27010974287986755,
0.28924715518951416,
-0.09111211448907852,
0.29619377851486206,
0.11403398215770721,
-0.020287036895751953,
0.41393736004829407,
0.26654577255249023,
-0.48070603609085083,
0.22149519622325897,
0.3279591500759125,
-0.3136357367038727,
-0.0704159364104271,
0.5433495044708252,
0.15342527627944946,
0.3824135363101959,
-0.36874955892562866,
0.18879786133766174,
0.3565346896648407,
0.6607335805892944,
-0.0828908234834671,
-0.39935076236724854,
-0.09774412959814072,
0.10880208015441895,
-0.13760912418365479,
0.22218304872512817,
0.25842344760894775,
-0.05880133807659149,
0.18716150522232056,
0.09678139537572861,
-0.33364230394363403,
0.051521312445402145,
0.5347656607627869,
0.097261443734169,
0.495184987783432,
-0.04586496576666832,
0.09776628017425537,
0.13483916223049164,
-0.21229514479637146,
-0.1636190265417099,
0.007071093190461397,
-0.06413902342319489,
0.42425256967544556,
0.06844446808099747,
0.10384729504585266,
-0.008985796943306923,
0.4857100248336792,
-0.143978089094162,
-0.04112303629517555,
-0.11506924033164978,
-0.041439641267061234,
0.05864974111318588,
0.22673428058624268,
0.3234935402870178,
0.05523055046796799,
-0.08663763850927353,
0.04978152737021446,
0.26941102743148804,
0.4145141541957855,
-0.18214349448680878,
-0.19867323338985443,
-0.1851854771375656,
-0.057214852422475815,
-0.36047518253326416,
-0.24580566585063934,
0.39580032229423523,
-0.11756505072116852,
-0.2839033603668213,
-0.013076289556920528,
-0.2200162708759308,
-0.2205560952425003,
0.25491419434547424,
0.5544275045394897,
-0.21364878118038177,
0.18678495287895203,
0.03562682494521141,
0.20334351062774658,
-0.23979060351848602,
0.19614459574222565,
-0.11057014763355255,
0.19121158123016357,
-0.1960522085428238,
0.23194178938865662,
0.3138679563999176,
-0.07006572186946869,
0.43749380111694336,
-0.11687620729207993,
-0.0015969782834872603,
-0.121256023645401,
-0.006461726035922766,
0.037849310785532,
-0.13490673899650574,
0.4637269079685211,
-0.00928232166916132,
0.2072143405675888,
0.324703574180603,
-0.31096532940864563,
-0.1152985617518425,
0.08317827433347702,
-0.2376968413591385,
-0.34915149211883545,
-0.16434402763843536,
0.08720703423023224,
0.1324007511138916,
-0.1991850882768631,
-0.23507408797740936,
0.031006434932351112,
0.02817809395492077,
-0.5631132125854492,
-0.04732523113489151,
0.11319012194871902,
0.011843482032418251,
-0.2234303504228592,
0.3480660617351532,
0.6888159513473511,
-0.25564873218536377,
-0.0585724301636219,
-0.3802090883255005,
-0.008437614887952805,
-0.06837507337331772,
0.19906465709209442,
-0.27560341358184814,
0.05930076539516449,
-0.30568861961364746,
-0.06498773396015167,
0.10980761051177979,
-0.5922428369522095,
-0.23337259888648987,
0.28458136320114136,
-0.13655439019203186,
0.1409638375043869,
0.12516088783740997,
0.16881896555423737,
-0.3357459604740143,
-0.16600465774536133,
0.11067456752061844,
-0.05125461146235466,
0.07355497032403946,
-0.23409606516361237,
-0.17692092061042786,
-0.1521127074956894,
0.13469094038009644,
0.13202986121177673,
0.028644001111388206,
0.04038531333208084,
0.08665952831506729,
-0.02844645082950592,
0.2409081608057022,
0.0489291213452816,
-0.1485193371772766,
0.1628977507352829,
0.3491702079772949,
0.4564089775085449,
-0.03840048983693123,
-0.07419122755527496,
-0.4570271670818329,
0.18958280980587006,
-0.10701479017734528,
0.017346376553177834,
-0.15451419353485107,
-0.09614955633878708,
-0.06145116686820984,
0.04108968749642372,
-0.18083976209163666,
-0.22536441683769226,
0.08509739488363266,
0.05477780103683472,
-0.05299912765622139,
0.16558422148227692,
-0.2709047496318817,
-0.1925830990076065,
-0.09476956725120544,
0.2471810281276703,
-0.40273046493530273,
0.2519988715648651,
-0.14556476473808289,
-0.006017270032316446,
-0.031915511935949326,
0.20651277899742126,
0.26275867223739624,
-0.1470629870891571,
0.15422886610031128,
0.3908667266368866,
-0.07810181379318237,
0.25082728266716003,
0.23394463956356049,
0.16453701257705688,
0.16419212520122528,
-0.06356765329837799,
0.23681707680225372,
0.17996305227279663,
0.2339201718568802,
0.025968298316001892,
-0.1443169116973877,
0.3370314836502075,
-0.00918571837246418,
0.2501547336578369,
0.21848522126674652,
0.008246984332799911,
0.1893141269683838,
0.05291292071342468,
-0.039836153388023376,
-0.2208690494298935,
0.4325360655784607,
0.206834614276886,
0.11258966475725174,
-0.08955761045217514,
-0.2570352256298065,
-0.04255484789609909,
0.027204405516386032,
-0.08858630061149597,
0.2019987404346466,
0.05288276448845863,
-0.39660194516181946,
0.1287509649991989,
-0.006254874169826508,
0.14572405815124512,
0.35086357593536377,
0.18894855678081512,
-0.17483603954315186,
-0.06426503509283066,
-0.012219326570630074,
-0.2063007354736328,
0.26192590594291687,
0.17537885904312134,
0.07022915035486221,
0.17967571318149567,
-0.020387601107358932,
0.023194700479507446,
-0.269702672958374,
0.03144862502813339,
-0.11168502271175385,
0.14910577237606049,
-0.2536027133464813,
0.16089588403701782,
-0.29672229290008545,
-0.06861935555934906,
-0.23332753777503967,
-0.41960379481315613,
-0.326781302690506,
-0.2818983495235443,
-0.03611287102103233,
0.31515875458717346,
0.20619706809520721,
0.07268357276916504,
0.02880406752228737,
-0.018882500007748604,
-0.3148036003112793,
-0.164744570851326,
-0.10384657233953476,
-0.320018470287323,
-0.2616141140460968,
-0.012988287024199963,
0.5495474338531494,
-0.06113659590482712,
0.15792375802993774,
-0.10743362456560135,
-0.037561263889074326,
-0.27954116463661194,
-0.5420340299606323,
-0.06478317081928253,
-0.10129457712173462,
0.5056609511375427,
0.01704019121825695,
0.37762507796287537,
-0.12833474576473236,
-0.3390267789363861,
0.3770354986190796,
-0.0025072807911783457,
0.11156565696001053,
-0.10314614325761795,
-0.054526351392269135,
-0.33542487025260925,
0.018240686506032944,
-0.4875994324684143,
-0.42767974734306335,
-0.1854010820388794,
0.1409362405538559,
0.23855942487716675,
-0.12624995410442352,
0.1926993727684021,
0.10578684508800507,
0.1727089136838913,
-0.1761256754398346,
0.027730127796530724,
-0.05713629722595215,
-0.3297138810157776,
0.39981287717819214,
-0.22612906992435455,
-0.24584268033504486,
0.40084296464920044,
0.021222805604338646,
0.01996142417192459,
-0.2964901328086853,
-0.5815374255180359,
-0.15690560638904572,
0.135325089097023,
0.06779813021421432,
0.18001864850521088,
0.10778497159481049,
0.1994774490594864,
-0.07318279147148132,
0.033488091081380844,
0.075727678835392,
-0.15392468869686127,
-0.21853548288345337,
-0.13573262095451355,
0.2919265925884247,
-0.10594413429498672,
0.48677510023117065,
-0.4204575717449188,
0.767612874507904,
0.03659389540553093,
0.08023615926504135,
0.36367782950401306,
-0.1858738362789154,
0.4716041684150696,
-0.09900060296058655,
-0.4413352906703949,
-0.0774867832660675,
-0.20610319077968597,
-0.12457408010959625,
0.2974343001842499,
0.14176306128501892,
-0.26839950680732727,
-0.39756664633750916,
-0.09123120456933975,
-0.3086288869380951,
-0.22111395001411438,
0.03522185981273651,
0.31111350655555725,
0.07724516093730927,
0.2566116750240326,
0.17546629905700684,
-0.08015885204076767,
-0.38206231594085693,
0.15397348999977112,
0.709206223487854,
0.10751814395189285,
0.0038918633945286274,
-0.4570850729942322,
-0.4015653729438782,
-0.27115634083747864,
0.3313785195350647,
-0.007760888431221247,
0.06973457336425781,
-0.1062442809343338,
-0.08695118874311447,
0.174001544713974,
-0.16242294013500214,
0.6706098914146423,
-0.08377115428447723,
-0.13026104867458344,
0.02035633847117424,
0.05577927827835083,
-0.2821875810623169,
-0.17873580753803253,
0.0687449499964714,
0.26674798130989075,
0.025179464370012283,
0.4684508442878723,
-0.08572790026664734,
-0.1418095827102661,
0.2317417412996292,
0.14740198850631714,
-0.2520614266395569,
-0.16861538589000702,
-0.48493310809135437,
-0.2130192220211029,
-0.320425420999527,
-0.2913609445095062,
-0.12534797191619873,
0.23907984793186188,
0.011321100406348705,
0.15626396238803864,
-0.016772251576185226,
0.07617229223251343,
0.1815517395734787,
0.0424848310649395,
0.3289707899093628,
0.2473447620868683,
0.03754633665084839,
0.29490888118743896,
0.427030086517334,
0.3645464777946472,
0.5436068773269653,
-0.16975879669189453,
-0.070924773812294,
-0.12149127572774887,
-0.02817685343325138,
0.2388252466917038,
0.39399024844169617,
-0.023204190656542778,
-0.17045453190803528,
0.3597782850265503,
-0.109695665538311,
-0.396378755569458,
-0.2588643431663513,
0.33685630559921265,
-0.09365253150463104,
-0.13895122706890106,
-0.42741045355796814,
0.7648710608482361,
0.024867713451385498,
0.08301016688346863,
0.05457281693816185,
0.2724699378013611,
-0.1628161370754242,
0.047762736678123474,
-0.02720644697546959,
1.0328422784805298,
-0.1855562925338745,
0.31743648648262024,
0.34545862674713135,
0.2381194680929184,
0.3155776560306549,
-0.40820565819740295,
0.17200042307376862,
-0.2932630777359009,
0.058984462171792984,
-0.15293848514556885,
0.005000109784305096,
0.22916311025619507,
-0.022783294320106506,
-0.22226862609386444,
0.3829426169395447,
-0.07458740472793579,
0.19836583733558655,
-0.20221850275993347,
0.1291624754667282,
-0.04729274660348892,
-0.031083956360816956,
-0.536895215511322,
0.07278377562761307,
0.17967526614665985,
0.4815181493759155,
-0.2882339656352997,
0.0028446593787521124,
-0.25579389929771423,
-0.16228775680065155,
-0.30928969383239746,
-0.07660756260156631,
-0.42547500133514404,
0.16060133278369904,
0.1578446626663208,
-0.17427422106266022,
-0.186370849609375,
0.483090877532959,
-0.03147885203361511,
-0.024061081930994987,
-0.3653794229030609,
0.1742515116930008,
-0.144652858376503,
-0.5440139174461365,
-0.2830950617790222,
0.02788586914539337,
0.3291458487510681,
-0.08256261050701141,
-0.22905093431472778,
0.07451774924993515,
-0.2145107239484787,
-0.03341307491064072,
-0.26118677854537964,
-0.04848325252532959,
0.1944982260465622,
-0.0629851296544075,
-0.5832731127738953,
0.049050673842430115,
-0.010297044180333614,
-0.055263131856918335,
0.08202807605266571,
0.06751888990402222,
-0.06863764673471451,
-0.19993631541728973,
0.21287059783935547,
-0.06817369163036346,
-0.14327621459960938,
0.644744336605072,
-0.25349435210227966,
-0.02295440249145031,
0.6146343350410461,
0.4854164719581604,
-0.16409489512443542,
-0.15415015816688538,
0.23295719921588898,
0.15656039118766785,
-0.2674960196018219,
-0.11976819485425949,
0.5612846612930298,
0.2112630307674408,
0.20646411180496216,
0.17242544889450073,
0.2825327217578888,
-0.26189321279525757,
-0.08205493539571762,
-0.6242218017578125,
-0.07084095478057861,
0.425201416015625,
0.03749573603272438,
-0.05219806358218193,
0.024927858263254166,
-0.07167830318212509,
0.19920863211154938,
-0.09418307989835739,
-0.24775627255439758,
0.13058942556381226,
-0.008798356167972088,
-0.026203887537121773,
0.5012262463569641,
0.14204536378383636,
0.3230372965335846,
0.15152671933174133,
0.09720740467309952,
-0.12008071690797806,
-0.14719107747077942,
-0.14467139542102814,
0.03795669227838516,
0.18273837864398956,
0.039826370775699615,
-0.16241443157196045,
0.009340173564851284,
-0.2885361611843109,
0.01451499480754137,
-0.1437317281961441,
-0.17961084842681885,
0.01792687363922596,
0.1462145298719406,
-0.051518406718969345,
0.11459317803382874,
0.057214975357055664,
-0.2606998682022095,
0.15460990369319916,
-0.1205400824546814,
0.2959585189819336,
0.19220376014709473,
-0.20047035813331604,
0.20750148594379425,
0.06342057883739471,
-0.006010108627378941,
-0.07796722650527954,
-0.21884958446025848,
0.11231502890586853,
0.4374072253704071,
-0.19604700803756714,
0.10596918314695358,
0.1638549119234085,
-0.003201869549229741,
0.47944000363349915,
-0.1635047346353531,
0.25603416562080383,
0.27827271819114685,
0.12073814123868942,
-0.4208909869194031,
-0.009968061931431293,
0.39260727167129517,
-0.03223332390189171,
-0.115774966776371,
0.174952894449234,
0.09174979478120804,
0.11051297187805176,
-0.16100803017616272,
0.24740804731845856,
0.32151368260383606,
-0.26395297050476074,
0.24765725433826447,
0.24899576604366302,
0.1460111439228058,
0.07429354637861252,
-0.0269910991191864,
0.22594882547855377,
0.03211074322462082,
0.4658454954624176,
-0.3481174111366272,
0.21853406727313995,
-0.11391609162092209,
0.25909990072250366,
-0.19015541672706604,
-0.36770832538604736,
0.12504777312278748,
0.30366432666778564,
0.10841664671897888,
0.0828298032283783,
-0.2962622046470642,
0.3766219913959503,
-0.25663644075393677,
0.24351634085178375,
-0.27051737904548645,
0.2557414174079895,
-0.15649209916591644,
-0.3460778295993805,
-0.11840386688709259,
-0.35700374841690063,
0.0342637337744236,
0.03636927902698517,
0.02354767732322216,
-0.19799213111400604,
-0.06233600899577141,
0.21271073818206787,
-0.13765709102153778,
-0.33414191007614136,
-0.0650518611073494,
0.08431248366832733,
0.1563049554824829,
-0.1054157018661499,
0.07102175801992416,
0.3002873957157135,
-0.005878739058971405,
0.16461066901683807,
0.04616875946521759,
0.5031888484954834,
0.45296019315719604,
-0.3615338206291199,
0.15133528411388397,
-0.0766327753663063,
-0.16889497637748718,
0.04385697469115257,
0.20258179306983948,
0.16349253058433533,
0.19323863089084625,
0.023046299815177917,
0.13041754066944122,
-0.10902369767427444,
0.3621739447116852,
-0.05510341003537178,
0.27016621828079224,
-0.2747121751308441,
0.08971145749092102,
-0.4953477382659912,
-0.07871083915233612,
-0.4654942452907562,
0.1308903992176056,
-0.43521979451179504,
0.20433947443962097,
0.38183093070983887,
0.08591695874929428,
-0.08244088292121887,
-0.12149553745985031,
0.03488820418715477,
-0.06095263734459877,
0.5068442821502686,
0.4655899703502655,
-0.004283876623958349,
-0.3190935254096985,
-0.04138684272766113,
-0.8435494303703308,
-0.03329415246844292,
-0.10079289972782135,
-0.09575553983449936,
-0.1398044377565384,
0.15005668997764587,
0.16671042144298553,
0.04047016799449921,
0.04035365954041481,
-0.5100947022438049,
0.18486739695072174,
0.02400694042444229,
-0.12308517843484879,
-0.21987678110599518,
-0.20028407871723175,
0.20741356909275055,
-0.027175167575478554,
-0.004810213111341,
-0.10528425127267838,
-0.4328904151916504,
-0.10447655618190765,
-0.281029611825943,
-0.00022347242338582873,
-0.18935438990592957,
0.03832831606268883,
0.2756373882293701,
-0.15593695640563965,
0.4702203571796417,
0.05357855558395386,
-0.2973315417766571,
-0.43782463669776917,
-0.29577043652534485,
-0.04275154322385788,
0.28429388999938965,
0.0013647801242768764,
0.4818750321865082,
-0.44174566864967346,
-0.07579447329044342,
-0.35570621490478516,
0.19729964435100555,
0.011999976821243763,
0.05510212853550911,
-0.21703161299228668,
-0.13894352316856384,
0.05762643739581108,
-0.07875364273786545,
0.2426236867904663,
0.22710804641246796,
-0.05751703307032585,
0.27145683765411377,
-0.08604981005191803,
-0.12400036305189133,
0.6063528060913086,
-0.6618577837944031,
0.04509697109460831,
-0.02121938019990921,
0.002520026173442602,
-0.20476201176643372,
-0.011349606327712536,
-0.6350096464157104,
0.14991404116153717,
0.29583507776260376,
0.19707579910755157,
-0.20563040673732758,
0.09557279944419861,
-0.013336903415620327,
-0.18130962550640106,
-0.11739683151245117,
-0.10598356276750565,
-0.021905362606048584,
-0.1565832644701004,
-0.02999839559197426,
-0.08643903583288193
] |
https://github.com/huggingface/datasets/issues/2104 | Trouble loading wiki_movies | Thanks a lot! That solved it and I was able to upload a model trained on it as well :) | Hello,
I am trying to load_dataset("wiki_movies") and it gives me this error -
`FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/wiki_movies/wiki_movies.py`
Trying to do `python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name wiki_movies \` also gives the same error.
Is this something on my end? From what I can tell, this dataset was re-added by @lhoestq a few months ago.
Thank you! | 20 | Trouble loading wiki_movies
Hello,
I am trying to load_dataset("wiki_movies") and it gives me this error -
`FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/wiki_movies/wiki_movies.py`
Trying to do `python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name wiki_movies \` also gives the same error.
Is this something on my end? From what I can tell, this dataset was re-added by @lhoestq a few months ago.
Thank you!
Thanks a lot! That solved it and I was able to upload a model trained on it as well :) | [
-0.11215667426586151,
-0.013994269073009491,
0.007302516605705023,
0.4026292562484741,
0.3210337162017822,
0.20782646536827087,
0.24287958443164825,
0.2546977996826172,
0.15914645791053772,
-0.1293400675058365,
-0.08096617460250854,
-0.06365736573934555,
-0.017483273521065712,
0.03714548796415329,
0.2689794898033142,
-0.14649559557437897,
0.14409103989601135,
-0.08042542636394501,
0.03864554688334465,
-0.17591720819473267,
-0.28590643405914307,
0.1560276597738266,
-0.09588225930929184,
0.05230411887168884,
-0.3731432557106018,
-0.007069366984069347,
-0.13271357119083405,
0.40598782896995544,
-0.14150607585906982,
-0.21471774578094482,
0.46098214387893677,
-0.17467747628688812,
0.6153908967971802,
0.5836372375488281,
-0.00011640707816695794,
0.14894390106201172,
0.35993677377700806,
-0.11149146407842636,
-0.21624447405338287,
-0.1964496672153473,
0.20646890997886658,
-0.20073489844799042,
0.27100488543510437,
-0.09297069907188416,
-0.12473709136247635,
0.0024899388663470745,
0.16381430625915527,
-0.15822170674800873,
0.06038547679781914,
0.16671133041381836,
0.17631417512893677,
0.25219830870628357,
0.21799081563949585,
-0.07627913355827332,
0.23253954946994781,
0.153001606464386,
-0.05610344931483269,
0.48034757375717163,
0.19466139376163483,
-0.522786021232605,
0.15772594511508942,
0.24669110774993896,
-0.24177101254463196,
-0.11983528733253479,
0.5773372054100037,
0.15895062685012817,
0.3579045832157135,
-0.36345332860946655,
0.1996271014213562,
0.40871676802635193,
0.6135014295578003,
0.007712727878242731,
-0.37056174874305725,
-0.10674545913934708,
0.11707738786935806,
-0.0947810709476471,
0.25385648012161255,
0.3591563105583191,
-0.03233344852924347,
0.22140005230903625,
0.09570571780204773,
-0.2623708248138428,
-0.007684652227908373,
0.4480515718460083,
0.05972956866025925,
0.45611244440078735,
-0.0188436359167099,
0.06589441001415253,
0.15434207022190094,
-0.19141750037670135,
-0.27075809240341187,
-0.012047938071191311,
-0.03758292645215988,
0.4495449364185333,
0.03339403495192528,
0.1286819577217102,
-0.011118901893496513,
0.4703650176525116,
-0.1006706953048706,
-0.04719125106930733,
-0.06577042490243912,
-0.06878525763750076,
0.024542300030589104,
0.19411318004131317,
0.2931632995605469,
0.0672161728143692,
-0.1521092653274536,
-0.0033021571580320597,
0.2521963119506836,
0.4258025884628296,
-0.28076303005218506,
-0.20498231053352356,
-0.2595450282096863,
-0.048532456159591675,
-0.4100687503814697,
-0.36085402965545654,
0.3782416582107544,
-0.1459195464849472,
-0.30068254470825195,
0.0537186823785305,
-0.24057890474796295,
-0.20091810822486877,
0.23331722617149353,
0.5762204527854919,
-0.16118909418582916,
0.17289407551288605,
0.026618419215083122,
0.17844727635383606,
-0.2535417079925537,
0.15133841335773468,
-0.11372341960668564,
0.2067689448595047,
-0.2304680198431015,
0.22178147733211517,
0.27406755089759827,
-0.0368959978222847,
0.4466458559036255,
-0.1666410118341446,
0.013137459754943848,
-0.14063361287117004,
0.026450984179973602,
-0.005662073381245136,
-0.12386667728424072,
0.4525805115699768,
-0.04464871808886528,
0.15155541896820068,
0.3736090362071991,
-0.35365769267082214,
-0.10879190266132355,
0.08376859128475189,
-0.17769356071949005,
-0.3517283499240875,
-0.10603383183479309,
0.08905083686113358,
0.070119708776474,
-0.19326359033584595,
-0.21204189956188202,
0.11351825296878815,
0.000012454826901375782,
-0.4642559885978699,
-0.061466921120882034,
0.1810542196035385,
-0.07813630253076553,
-0.22760087251663208,
0.39753258228302,
0.7473239898681641,
-0.2878186106681824,
-0.0496014840900898,
-0.29075106978416443,
0.00379321095533669,
-0.05797412991523743,
0.2702949643135071,
-0.2691882848739624,
0.15151995420455933,
-0.3390534520149231,
0.08292117714881897,
0.06626252830028534,
-0.4536382257938385,
-0.21665626764297485,
0.32757601141929626,
-0.1736966222524643,
0.1387212723493576,
0.059236593544483185,
0.165034681558609,
-0.39824581146240234,
-0.17465336620807648,
0.1784098893404007,
0.024726901203393936,
0.07727067917585373,
-0.2549576759338379,
-0.21935950219631195,
-0.1762290596961975,
0.19559530913829803,
0.2131320685148239,
0.041698817163705826,
0.031792543828487396,
0.05635453760623932,
-0.0642138421535492,
0.2531672716140747,
-0.019083572551608086,
-0.20330874621868134,
0.14631973206996918,
0.3620997965335846,
0.386498361825943,
-0.004920845851302147,
-0.009553833864629269,
-0.4130246639251709,
0.2022419571876526,
-0.10399425774812698,
0.039571937173604965,
-0.09819383919239044,
-0.07035200297832489,
-0.04201139882206917,
0.07176809012889862,
-0.269970178604126,
-0.22918370366096497,
0.07397683709859848,
0.010679065249860287,
-0.14344847202301025,
0.20133474469184875,
-0.3167356550693512,
-0.20311027765274048,
-0.21503178775310516,
0.24044948816299438,
-0.39094826579093933,
0.23446355760097504,
-0.12048998475074768,
0.02420436590909958,
-0.0409124381840229,
0.1739751398563385,
0.21112307906150818,
-0.13631275296211243,
0.13316918909549713,
0.3344075679779053,
-0.0879499763250351,
0.19926682114601135,
0.3177414834499359,
0.22899234294891357,
0.1711476892232895,
-0.07943052053451538,
0.19901391863822937,
0.21435384452342987,
0.24290575087070465,
-0.029391424730420113,
-0.1889047920703888,
0.39952149987220764,
-0.01268306840211153,
0.23035670816898346,
0.24644142389297485,
0.01908332109451294,
0.19267374277114868,
0.0369022898375988,
-0.05329466611146927,
-0.1471385657787323,
0.48257747292518616,
0.24948516488075256,
0.14423467218875885,
-0.012947560288012028,
-0.2999359667301178,
-0.11786522716283798,
-0.026398062705993652,
-0.12275052815675735,
0.21492688357830048,
0.05915839597582817,
-0.4093382656574249,
0.08535168319940567,
-0.04331463947892189,
0.10721004754304886,
0.3932320773601532,
0.1262844204902649,
-0.15459196269512177,
-0.07338109612464905,
-0.0033251752611249685,
-0.22501595318317413,
0.2733383774757385,
0.13820204138755798,
0.07632836699485779,
0.2013794183731079,
0.01292862743139267,
0.010094036348164082,
-0.3816266655921936,
0.0092585114762187,
-0.07799934595823288,
0.08100765198469162,
-0.22325360774993896,
0.17624711990356445,
-0.18777751922607422,
-0.02940511330962181,
-0.2262088656425476,
-0.3067161440849304,
-0.32793405652046204,
-0.2259712964296341,
-0.03765996918082237,
0.22227245569229126,
0.13733218610286713,
0.02795792929828167,
-0.07984061539173126,
0.07349226623773575,
-0.28746137022972107,
-0.1831970363855362,
-0.03588202968239784,
-0.2942383587360382,
-0.22935675084590912,
-0.015993613749742508,
0.6218865513801575,
-0.1350497603416443,
0.15901033580303192,
-0.0959247425198555,
-0.08933185040950775,
-0.21301504969596863,
-0.5159598588943481,
-0.048675425350666046,
-0.014201012440025806,
0.46154168248176575,
-0.036329276859760284,
0.41157832741737366,
-0.14963530004024506,
-0.34858807921409607,
0.4001297652721405,
0.06156139075756073,
0.13415302336215973,
-0.05452814698219299,
-0.03583049029111862,
-0.29086512327194214,
-0.0004586706345435232,
-0.45328259468078613,
-0.39325258135795593,
-0.13453757762908936,
0.1750052273273468,
0.21837791800498962,
-0.1383412629365921,
0.25964364409446716,
0.07350429147481918,
0.20458011329174042,
-0.21763737499713898,
-0.005353856366127729,
-0.044567838311195374,
-0.3735516667366028,
0.46922269463539124,
-0.18740561604499817,
-0.33538347482681274,
0.40118899941444397,
0.00509064132347703,
-0.03720451518893242,
-0.3107050359249115,
-0.5931296944618225,
-0.09527004510164261,
0.12362819164991379,
0.06052592024207115,
0.206635519862175,
0.042893413454294205,
0.1869942843914032,
-0.16183686256408691,
0.04798607528209686,
0.09441184252500534,
-0.12302501499652863,
-0.10392030328512192,
-0.09011408686637878,
0.30174538493156433,
-0.15615209937095642,
0.44667476415634155,
-0.42087510228157043,
0.7149724364280701,
0.007885726168751717,
0.05813810974359512,
0.38800248503685,
-0.147745743393898,
0.4323691427707672,
-0.14175759255886078,
-0.39125898480415344,
-0.019208645448088646,
-0.21290640532970428,
-0.20295017957687378,
0.37658601999282837,
0.21923419833183289,
-0.2898505628108978,
-0.399230420589447,
-0.16116805374622345,
-0.23199550807476044,
-0.21615101397037506,
0.0800604522228241,
0.34336039423942566,
0.04767639935016632,
0.22428849339485168,
0.16651836037635803,
-0.027170127257704735,
-0.36451512575149536,
0.1873079389333725,
0.7527632117271423,
0.2025977224111557,
-0.039280977100133896,
-0.4031488001346588,
-0.36194586753845215,
-0.2974771559238434,
0.20643700659275055,
-0.09983035922050476,
0.04457351192831993,
-0.14027518033981323,
-0.13080082833766937,
0.19768792390823364,
-0.14951303601264954,
0.706232488155365,
-0.015101803466677666,
-0.13036374747753143,
-0.023794684559106827,
0.010114289820194244,
-0.21437464654445648,
-0.18739284574985504,
0.12637248635292053,
0.22558248043060303,
0.017589403316378593,
0.5091715455055237,
-0.02200813591480255,
-0.022552547976374626,
0.15746979415416718,
0.14665737748146057,
-0.25930872559547424,
-0.17712824046611786,
-0.4565151035785675,
-0.24025699496269226,
-0.2624639868736267,
-0.28557080030441284,
-0.10595295578241348,
0.24252165853977203,
0.09593980014324188,
0.21014806628227234,
-0.011729448102414608,
0.11879681050777435,
0.2532063126564026,
0.0592053197324276,
0.28568872809410095,
0.23650456964969635,
0.06108491122722626,
0.3171508014202118,
0.5217158794403076,
0.28338122367858887,
0.5718854069709778,
-0.14914007484912872,
-0.10940316319465637,
-0.08250635117292404,
-0.06907235085964203,
0.26772135496139526,
0.43277978897094727,
0.0016409836243838072,
-0.18012891709804535,
0.41398680210113525,
-0.0810646042227745,
-0.433271199464798,
-0.17004886269569397,
0.3224601149559021,
-0.13023145496845245,
-0.20277266204357147,
-0.3941427767276764,
0.736011266708374,
-0.07146703451871872,
0.12361523509025574,
0.0375177264213562,
0.24553482234477997,
-0.16672790050506592,
0.13851521909236908,
-0.03770579770207405,
1.1215850114822388,
-0.22035078704357147,
0.3800049424171448,
0.379666805267334,
0.2959088385105133,
0.23635758459568024,
-0.44493094086647034,
0.14202529191970825,
-0.2901376187801361,
-0.021332424134016037,
-0.16979970037937164,
0.002000287640839815,
0.15967953205108643,
0.0362582802772522,
-0.13082340359687805,
0.3028573989868164,
-0.11040771007537842,
0.28783032298088074,
-0.16665489971637726,
0.09594064950942993,
0.05232100188732147,
-0.03514395281672478,
-0.5819417238235474,
0.049943458288908005,
0.21045172214508057,
0.43098148703575134,
-0.27766332030296326,
-0.036884915083646774,
-0.20289190113544464,
-0.10224174708127975,
-0.28530827164649963,
-0.0471932627260685,
-0.39496171474456787,
0.12975800037384033,
0.1322983354330063,
-0.1530512273311615,
-0.1574641466140747,
0.5224305987358093,
-0.020116610452532768,
-0.006963806692510843,
-0.4100196063518524,
0.18556836247444153,
-0.19163890182971954,
-0.5221062898635864,
-0.2741031348705292,
-0.014812297187745571,
0.3304525315761566,
-0.08864006400108337,
-0.1722717434167862,
0.03289859741926193,
-0.24352483451366425,
-0.021796198561787605,
-0.3195011615753174,
-0.06317123025655746,
0.17407521605491638,
-0.09996628016233444,
-0.6227608919143677,
0.05908820405602455,
0.014593287371098995,
-0.03347722068428993,
0.07720425724983215,
0.08829298615455627,
-0.10703682154417038,
-0.28597038984298706,
0.27364155650138855,
-0.08454161882400513,
-0.14450757205486298,
0.6002654433250427,
-0.23568783700466156,
0.030729325488209724,
0.6164124011993408,
0.5096253156661987,
-0.16033217310905457,
-0.15090622007846832,
0.29753318428993225,
0.2535950541496277,
-0.3025030493736267,
-0.0875750258564949,
0.5863993763923645,
0.19624701142311096,
0.09810727834701538,
0.1826607882976532,
0.3016442060470581,
-0.34053683280944824,
-0.05888577550649643,
-0.6151735782623291,
-0.11463700979948044,
0.3677110970020294,
-0.019793955609202385,
-0.04128636419773102,
0.012151302769780159,
-0.0842738002538681,
0.20141035318374634,
-0.08307389169931412,
-0.2267303168773651,
0.12257808446884155,
-0.05731252208352089,
-0.0907822772860527,
0.452749103307724,
0.1415146142244339,
0.35293856263160706,
0.1707460880279541,
0.11577167361974716,
-0.09363795071840286,
-0.053763385862112045,
-0.13795502483844757,
-0.010354033671319485,
0.1959904581308365,
0.10636884719133377,
-0.15230940282344818,
0.04141540825366974,
-0.29550087451934814,
-0.040771812200546265,
-0.13865061104297638,
-0.1851913034915924,
0.018731307238340378,
0.18798498809337616,
-0.08984122425317764,
0.13966812193393707,
0.027205290272831917,
-0.34075188636779785,
0.14794227480888367,
-0.11706724017858505,
0.2890981435775757,
0.22246015071868896,
-0.296935498714447,
0.16971175372600555,
0.04259059205651283,
-0.038423411548137665,
-0.043941304087638855,
-0.2481621652841568,
0.12284518778324127,
0.41636908054351807,
-0.20343364775180817,
0.09299715608358383,
0.1349322646856308,
0.020909100770950317,
0.4537692070007324,
-0.2005511224269867,
0.3117964267730713,
0.31880247592926025,
0.10283338278532028,
-0.4711422920227051,
-0.032246243208646774,
0.4285382926464081,
-0.09749317914247513,
-0.11771754920482635,
0.1329062134027481,
0.020304450765252113,
0.12759935855865479,
-0.2521113455295563,
0.20201019942760468,
0.2492932677268982,
-0.14238974452018738,
0.1922290325164795,
0.2257123589515686,
0.13718242943286896,
0.09676714986562729,
-0.01863246224820614,
0.17620833218097687,
0.04344199225306511,
0.48357337713241577,
-0.33641156554222107,
0.16389426589012146,
-0.18986263871192932,
0.18456976115703583,
-0.1459106057882309,
-0.36270707845687866,
0.11229505389928818,
0.3381078243255615,
0.08422210812568665,
0.07790189981460571,
-0.31573259830474854,
0.43243733048439026,
-0.25587838888168335,
0.20310550928115845,
-0.29422131180763245,
0.22798433899879456,
-0.1795710027217865,
-0.32682695984840393,
-0.1394115388393402,
-0.3754657506942749,
0.036307599395513535,
0.10294555127620697,
0.006125924177467823,
-0.18196110427379608,
-0.05573507025837898,
0.19912557303905487,
-0.11807098984718323,
-0.21435141563415527,
0.005897269584238529,
0.08655156195163727,
0.18423154950141907,
-0.12164077907800674,
0.031891342252492905,
0.2790628671646118,
0.024308811873197556,
0.21110406517982483,
0.007535806857049465,
0.4232616126537323,
0.44219547510147095,
-0.3254861831665039,
0.21908023953437805,
-0.03335610404610634,
-0.15364038944244385,
0.0618896521627903,
0.20943105220794678,
0.22209155559539795,
0.22213740646839142,
0.08088494837284088,
0.09967126697301865,
-0.0842292457818985,
0.41986384987831116,
-0.05313853174448013,
0.2680285573005676,
-0.28026285767555237,
0.04591827839612961,
-0.4868518114089966,
-0.0923357754945755,
-0.5042527914047241,
0.09258785843849182,
-0.3706071376800537,
0.21900761127471924,
0.37532731890678406,
0.11036825180053711,
-0.04955990985035896,
-0.06061720475554466,
0.021388860419392586,
-0.06462498009204865,
0.4957808554172516,
0.4861960709095001,
-0.015335607342422009,
-0.36406370997428894,
-0.019830670207738876,
-0.8502103686332703,
0.03214673325419426,
-0.08404936641454697,
-0.06414526700973511,
-0.10652286559343338,
0.1282498836517334,
0.2296149581670761,
-0.03547735512256622,
-0.019414158537983894,
-0.4398721158504486,
0.15875224769115448,
0.053758926689624786,
-0.1137021854519844,
-0.247029647231102,
-0.2540215849876404,
0.25035274028778076,
-0.09197942912578583,
-0.014309536665678024,
-0.08672216534614563,
-0.4156886637210846,
-0.08616893738508224,
-0.2571045160293579,
-0.05742403119802475,
-0.26726362109184265,
0.10490502417087555,
0.2118827849626541,
-0.13446180522441864,
0.4210889935493469,
0.0399811789393425,
-0.26764705777168274,
-0.4160712957382202,
-0.26148754358291626,
-0.05432361364364624,
0.19652648270130157,
-0.007715132553130388,
0.44640570878982544,
-0.3979944586753845,
-0.031158652156591415,
-0.33300676941871643,
0.16708536446094513,
-0.0031123915687203407,
0.006522842682898045,
-0.31670013070106506,
-0.1473860889673233,
0.05370040237903595,
-0.0788211077451706,
0.29454314708709717,
0.2342965453863144,
-0.1015659049153328,
0.13171836733818054,
-0.007373938336968422,
-0.07934562116861343,
0.6290513277053833,
-0.7522630095481873,
0.03839477524161339,
0.03585045412182808,
-0.01480814814567566,
-0.1958949714899063,
0.03641879931092262,
-0.6877134442329407,
0.10220489650964737,
0.2648141384124756,
0.19691495597362518,
-0.24377965927124023,
0.06410536915063858,
-0.018796106800436974,
-0.17725008726119995,
-0.083994060754776,
-0.0926370620727539,
-0.06335143744945526,
-0.19782769680023193,
-0.03511226177215576,
-0.11550883948802948
] |
https://github.com/huggingface/datasets/issues/2103 | citation, homepage, and license fields of `dataset_info.json` are duplicated many times | Thanks for reporting :)
Maybe we can concatenate fields only if they are different.
Currently this is done here:
https://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/src/datasets/info.py#L180-L196
This can be a good first contribution to the library.
Please comment if you'd like to improve this and open a PR :) | This happens after a `map` operation when `num_proc` is set to `>1`. I tested this by cleaning up the json before running the `map` op on the dataset so it's unlikely it's coming from an earlier concatenation.
Example result:
```
"citation": "@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n
```
@lhoestq and I believe this is happening due to the fields being concatenated `num_proc` times. | 43 | citation, homepage, and license fields of `dataset_info.json` are duplicated many times
This happens after a `map` operation when `num_proc` is set to `>1`. I tested this by cleaning up the json before running the `map` op on the dataset so it's unlikely it's coming from an earlier concatenation.
Example result:
```
"citation": "@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n url = {https://dumps.wikimedia.org}\n}\n\n@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {Wikimedia Downloads},\n
```
@lhoestq and I believe this is happening due to the fields being concatenated `num_proc` times.
Thanks for reporting :)
Maybe we can concatenate fields only if they are different.
Currently this is done here:
https://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/src/datasets/info.py#L180-L196
This can be a good first contribution to the library.
Please comment if you'd like to improve this and open a PR :) | [
0.13812345266342163,
0.013645620085299015,
-0.06308352202177048,
0.39427801966667175,
-0.005480618681758642,
0.07270900905132294,
0.2289257049560547,
0.3846520185470581,
-0.06935484707355499,
0.04314146935939789,
0.07733896374702454,
0.6607301831245422,
0.4834606945514679,
-0.11136823147535324,
0.09862889349460602,
0.25401464104652405,
0.0726538896560669,
0.03714717552065849,
0.16309429705142975,
-0.02476046048104763,
-0.14420433342456818,
0.3476741313934326,
-0.028452949598431587,
0.025611549615859985,
-0.22326834499835968,
-0.021375421434640884,
-0.2590195834636688,
0.26126179099082947,
-0.010787350125610828,
-0.2939230799674988,
-0.23025493323802948,
0.3371426463127136,
-0.34432628750801086,
0.04096738249063492,
-0.00011347098916303366,
-0.10482073575258255,
0.09306252747774124,
0.0950632244348526,
-0.11593504995107651,
-0.10974375158548355,
-0.33126935362815857,
0.006782666780054569,
0.12330617755651474,
-0.330142617225647,
0.20310397446155548,
-0.09640511870384216,
-0.14377909898757935,
0.1015477329492569,
0.35785973072052,
0.03147382289171219,
0.13444674015045166,
-0.34868064522743225,
-0.036414243280887604,
0.21179957687854767,
0.16706228256225586,
0.506661593914032,
0.2788807153701782,
-0.022537877783179283,
0.05678783729672432,
0.13726253807544708,
-0.037286024540662766,
0.3509615659713745,
-0.01743909902870655,
0.0689733624458313,
-0.0889398530125618,
0.019865531474351883,
0.37049636244773865,
-0.26389721035957336,
0.40294164419174194,
0.2036251723766327,
0.19983698427677155,
-0.2152675837278366,
-0.06498057395219803,
-0.15083152055740356,
0.259407639503479,
0.04336170479655266,
0.011646054685115814,
0.12484284490346909,
0.29156845808029175,
0.09520900994539261,
-0.1523609310388565,
-0.1289321333169937,
0.01564832217991352,
-0.20766757428646088,
-0.10421880334615707,
0.1388813853263855,
0.054503411054611206,
0.25472357869148254,
0.45544689893722534,
-0.17569845914840698,
-0.009451276622712612,
-0.37329983711242676,
-0.3630177974700928,
-0.14886052906513214,
-0.11560960114002228,
-0.2586483657360077,
-0.04683873429894447,
-0.06977163255214691,
0.1238703653216362,
0.11882089823484421,
0.11582677066326141,
0.2533145546913147,
0.004477691370993853,
0.19211186468601227,
0.49027615785598755,
-0.169282928109169,
-0.016741039231419563,
0.1683240830898285,
0.1627894639968872,
-0.15619081258773804,
-0.36214640736579895,
0.28835389018058777,
0.2324286699295044,
0.2500542104244232,
-0.2877441942691803,
-0.2357921302318573,
0.24995997548103333,
-0.12836869060993195,
-0.16344048082828522,
0.16446878015995026,
-0.22855612635612488,
-0.23358134925365448,
-0.07432524114847183,
-0.01270383782684803,
0.2380666732788086,
0.031107624992728233,
-0.08161930739879608,
-0.07619411498308182,
0.0614851675927639,
-0.12741445004940033,
-0.13340267539024353,
-0.05733725428581238,
0.024981576949357986,
0.044740110635757446,
0.21089470386505127,
0.19580566883087158,
0.28526830673217773,
0.4387196898460388,
-0.24924395978450775,
-0.6506678462028503,
0.4075787365436554,
0.023532552644610405,
0.06093256175518036,
0.2766374349594116,
-0.06460269540548325,
0.29212650656700134,
0.05614779144525528,
-0.09859957545995712,
-0.18497033417224884,
0.20499160885810852,
-0.560920000076294,
-0.17007428407669067,
-0.09849438816308975,
0.19636143743991852,
0.0690891370177269,
0.05841659754514694,
0.06919580698013306,
0.04308971390128136,
0.19062095880508423,
0.08878740668296814,
-0.05591356381773949,
0.09770332276821136,
-0.24199610948562622,
-0.0013049610424786806,
-0.2179885059595108,
0.4913589060306549,
-0.23443102836608887,
0.030189134180545807,
-0.13521331548690796,
0.10473807156085968,
0.11585447192192078,
0.3253318965435028,
-0.30035096406936646,
0.4413999617099762,
-0.14080829918384552,
0.12484106421470642,
0.1913558840751648,
-0.29897165298461914,
-0.12609387934207916,
0.45493629574775696,
-0.29098939895629883,
-0.1740688979625702,
0.1084960475564003,
0.015191041864454746,
0.19847632944583893,
0.029954159632325172,
0.290332555770874,
-0.1629747748374939,
0.2847071588039398,
0.18261712789535522,
-0.10787692666053772,
0.00774096604436636,
0.15976256132125854,
0.11049783229827881,
-0.5287644267082214,
-0.19303494691848755,
0.07456452399492264,
0.10356607288122177,
-0.010088825598359108,
-0.17943792045116425,
-0.12885141372680664,
0.4532899856567383,
-0.008044503629207611,
-0.18550480902194977,
0.28046178817749023,
0.23614098131656647,
-0.16173246502876282,
-0.004741772077977657,
-0.21216581761837006,
-0.23743553459644318,
0.012612923048436642,
-0.31039711833000183,
0.1363411545753479,
0.05770192667841911,
-0.22587202489376068,
-0.0005589085631072521,
0.1718885749578476,
0.216741681098938,
-0.18726317584514618,
-0.06630074977874756,
0.03443637490272522,
-0.006541852839291096,
-0.22947843372821808,
-0.058072593063116074,
-0.3690659701824188,
-0.22515763342380524,
-0.192930206656456,
0.29020410776138306,
0.10012607276439667,
0.051658958196640015,
0.4500667154788971,
-0.07696329057216644,
-0.008369851857423782,
0.12138935178518295,
0.4090747535228729,
0.2413642555475235,
0.33295178413391113,
0.2167104184627533,
0.5112668871879578,
0.10913499444723129,
0.06615012139081955,
0.03209008276462555,
0.03767157346010208,
-0.38057073950767517,
-0.317719966173172,
0.2866716682910919,
0.0399538092315197,
0.002484742319211364,
-0.07714726775884628,
0.027787581086158752,
0.4658515155315399,
0.11280132085084915,
0.0328102670609951,
-0.46005523204803467,
-0.01849166490137577,
0.6355435252189636,
-0.22251276671886444,
0.4609513580799103,
0.06203562393784523,
0.5856896638870239,
0.45125171542167664,
-0.34115901589393616,
-0.12851016223430634,
-0.012675962410867214,
-0.12371136993169785,
-0.46606460213661194,
-0.02808610163629055,
0.3222881853580475,
0.28154584765434265,
0.1424499899148941,
-0.07433406263589859,
0.1308516412973404,
0.15664047002792358,
-0.22184881567955017,
0.3593808710575104,
0.005124229937791824,
0.07842525839805603,
0.076167993247509,
0.29855990409851074,
-0.07614947855472565,
-0.4390318989753723,
-0.21051345765590668,
0.5419511795043945,
0.18281897902488708,
-0.33981814980506897,
-0.07417268306016922,
-0.5753317475318909,
0.2566516399383545,
-0.2085873931646347,
0.07906939089298248,
-0.21994668245315552,
-0.3306315839290619,
0.1915864795446396,
0.5351455807685852,
-0.19175249338150024,
0.024804119020700455,
0.21897247433662415,
0.4054918885231018,
-0.04783562943339348,
0.037867069244384766,
-0.24211671948432922,
-0.2526841163635254,
-0.002172119915485382,
0.0007379582384601235,
0.16829241812229156,
-0.166703000664711,
0.09854037314653397,
-0.0009680632501840591,
-0.06181572377681732,
-0.6569471955299377,
-0.38527911901474,
0.20295484364032745,
-0.21768532693386078,
-0.08809016644954681,
0.06047007814049721,
-0.022923754528164864,
-0.49315252900123596,
-0.13603408634662628,
-0.2491193562746048,
0.4120314419269562,
-0.3168637454509735,
0.14583918452262878,
-0.23035292327404022,
-0.16950684785842896,
-0.30849429965019226,
-0.2869494557380676,
0.06225595250725746,
0.04284324124455452,
0.23751617968082428,
0.009266418404877186,
0.2903405427932739,
0.014733471907675266,
-0.24078910052776337,
-0.019458936527371407,
-0.12928111851215363,
0.16809308528900146,
-0.6054062247276306,
-0.32653000950813293,
-0.10082878172397614,
-0.19865615665912628,
-0.08405113965272903,
-0.07537400722503662,
0.2982834279537201,
-0.04947682097554207,
-0.10833331197500229,
-0.5357645750045776,
-0.13310836255550385,
0.13645391166210175,
0.03106328658759594,
-0.25958341360092163,
-0.026640193536877632,
0.32200661301612854,
0.3555787205696106,
-0.22427207231521606,
0.0075753661803901196,
-0.0670362189412117,
0.22025428712368011,
0.31027910113334656,
0.21861128509044647,
-0.18070808053016663,
-0.14282569289207458,
-0.2503646910190582,
0.49676012992858887,
0.6802616119384766,
-0.08722450584173203,
-0.08124269545078278,
0.06482008844614029,
0.14083656668663025,
0.06725088506937027,
0.08753276616334915,
-0.12584862112998962,
-0.0880836620926857,
0.016132399439811707,
0.4707184135913849,
-0.08531392365694046,
-0.08353894203901291,
0.23745496571063995,
0.25000259280204773,
-0.3685617744922638,
-0.3060152530670166,
-0.05346493795514107,
-0.1619238257408142,
0.1360420435667038,
0.15804830193519592,
0.23787356913089752,
-0.0041998825035989285,
-0.037293337285518646,
-0.06106116250157356,
-0.0035317132715135813,
0.06074569374322891,
-0.2818324863910675,
-0.30543506145477295,
-0.3967854082584381,
-0.38373222947120667,
0.1832280308008194,
-0.1095387265086174,
0.049157459288835526,
-0.12818925082683563,
0.11258357763290405,
0.07217885553836823,
-0.10631150007247925,
0.8338925838470459,
-0.4579746723175049,
0.16768121719360352,
0.16767913103103638,
-0.20814897119998932,
-0.12398238480091095,
-0.08995915949344635,
-0.26451167464256287,
0.2085200548171997,
0.4078376889228821,
0.48694366216659546,
-0.15103062987327576,
0.23927301168441772,
0.11577959358692169,
0.005084138363599777,
-0.1674872189760208,
0.038428883999586105,
0.0659286230802536,
-0.38315317034721375,
-0.32291483879089355,
-0.15690550208091736,
-0.14590685069561005,
-0.01776455156505108,
-0.11311358213424683,
-0.2006792575120926,
0.20026929676532745,
0.1568579375743866,
0.1397455930709839,
0.23048684000968933,
0.18168143928050995,
0.18292027711868286,
0.15659114718437195,
0.013052578084170818,
-0.05046110600233078,
0.18620328605175018,
0.3360450267791748,
0.14463742077350616,
-0.09757397323846817,
0.06521659344434738,
-0.33867159485816956,
0.07437749207019806,
0.2682870626449585,
0.20989049971103668,
0.17820516228675842,
0.04160633683204651,
-0.14560586214065552,
-0.14588487148284912,
-0.23881785571575165,
0.2699170410633087,
-0.026454931125044823,
-0.11453478038311005,
0.03465213626623154,
0.16182823479175568,
0.22715963423252106,
-0.35049450397491455,
0.40419381856918335,
-0.23579975962638855,
-0.12183287739753723,
0.33124637603759766,
0.09877873957157135,
1.0419566631317139,
-0.268243670463562,
-0.2027227133512497,
-0.2757570445537567,
-0.304302453994751,
0.6576950550079346,
-0.2995232939720154,
0.11706190556287766,
-0.5067408084869385,
0.008006276562809944,
0.11761994659900665,
-0.07102680206298828,
-0.12930390238761902,
0.09759467840194702,
-0.46308574080467224,
-0.20395594835281372,
0.16384835541248322,
0.3448338508605957,
-0.1945907175540924,
0.44229957461357117,
0.3032670021057129,
-0.1749413013458252,
0.07026682794094086,
0.13494689762592316,
-0.19022053480148315,
-0.21425437927246094,
0.05708989500999451,
0.032828204333782196,
0.16929979622364044,
-0.2354007512331009,
-0.33416369557380676,
0.1725388765335083,
0.07725538313388824,
0.595544159412384,
-0.2048776000738144,
0.006133701652288437,
-0.22872556746006012,
0.0173469427973032,
0.2061508148908615,
0.28988590836524963,
-0.24593691527843475,
0.1247587502002716,
0.13471321761608124,
0.3820045292377472,
-0.13490596413612366,
-0.11989415436983109,
-0.08216312527656555,
0.0021310015581548214,
-0.3452017605304718,
-0.34078365564346313,
0.19768083095550537,
-0.11503767222166061,
-0.3329244554042816,
0.09179765731096268,
-0.23689624667167664,
-0.022723732516169548,
0.0898963138461113,
0.29847589135169983,
-0.4994899332523346,
-0.2512390911579132,
0.05761759355664253,
-0.1796247363090515,
-0.29186198115348816,
0.33025360107421875,
0.03613105043768883,
-0.5448489785194397,
-0.0778440609574318,
0.37363380193710327,
0.3602990508079529,
0.349698543548584,
0.12379929423332214,
-0.050063326954841614,
-0.08679057657718658,
-0.32643160223960876,
0.1801472157239914,
-0.4874095320701599,
0.019855570048093796,
0.15202119946479797,
-0.05633395165205002,
-0.11887934058904648,
0.004814391955733299,
0.01865052618086338,
-0.23424959182739258,
0.6001549959182739,
-0.2011205106973648,
-0.2790076434612274,
-0.09272924065589905,
-0.08599444478750229,
0.014578203670680523,
0.2944096624851227,
0.38198891282081604,
-0.07693558931350708,
-0.2734094262123108,
0.30770018696784973,
-0.2819328308105469,
0.3402882516384125,
-0.12012287974357605,
0.19735975563526154,
-0.16311119496822357,
-0.0544113963842392,
-0.09365468472242355,
0.08719658851623535,
0.19698770344257355,
0.26470908522605896,
-0.07031809538602829,
-0.22481459379196167,
-0.05554664507508278,
0.15661045908927917,
0.0011507467133924365,
0.13341213762760162,
-0.2993567883968353,
-0.08966738730669022,
0.09871339052915573,
-0.18325740098953247,
0.1441941261291504,
-0.16583143174648285,
0.18171392381191254,
-0.05076867341995239,
-0.286711186170578,
-0.009659367613494396,
0.1697322428226471,
-0.1586882621049881,
-0.1601487100124359,
0.39020583033561707,
0.1244470477104187,
0.25721505284309387,
-0.18883317708969116,
-0.15114428102970123,
-0.4423004686832428,
0.05011137202382088,
0.08337459713220596,
-0.06577041745185852,
0.16481059789657593,
0.13095243275165558,
-0.34248223900794983,
0.047010134905576706,
0.2161828577518463,
0.3447588086128235,
-0.3605044186115265,
-0.2973211109638214,
-0.3167571425437927,
0.13498687744140625,
-0.24027884006500244,
-0.4959184229373932,
0.3653344511985779,
0.02293681539595127,
-0.14228343963623047,
0.155538409948349,
0.359942764043808,
-0.3576851785182953,
-0.008019105531275272,
-0.10600347816944122,
0.6999678015708923,
-0.3942878246307373,
0.22644490003585815,
0.18565808236598969,
-0.24358312785625458,
-0.23956918716430664,
0.16252905130386353,
0.15687330067157745,
0.10770746320486069,
0.13652972877025604,
0.14037024974822998,
0.197515606880188,
-0.028369983658194542,
-0.02216935344040394,
0.41787466406822205,
-0.1817903220653534,
0.7519587278366089,
0.44244658946990967,
-0.03077801689505577,
0.26062965393066406,
0.4041944146156311,
-0.14226824045181274,
-0.14190858602523804,
-0.21617278456687927,
-0.37955808639526367,
0.3629843592643738,
-0.29005080461502075,
-0.014579344540834427,
-0.09258286654949188,
-0.10023761540651321,
0.1920468807220459,
0.3459124267101288,
-0.01180301047861576,
0.03700234740972519,
0.41313666105270386,
0.15367121994495392,
-0.24897222220897675,
-0.512579083442688,
0.33632326126098633,
-0.3303617537021637,
0.2923041880130768,
-0.40099668502807617,
0.060248035937547684,
0.08622071146965027,
-0.10403315722942352,
0.04167613387107849,
0.19909588992595673,
0.2763172686100006,
0.09480409324169159,
-0.007472482975572348,
0.18016692996025085,
-0.2811056971549988,
-0.054488666355609894,
0.08672145009040833,
0.08317437767982483,
-0.1420891284942627,
-0.3626761734485626,
0.18027475476264954,
0.047452520579099655,
0.06002187728881836,
-0.19081272184848785,
0.5934584140777588,
0.09974216669797897,
0.029735540971159935,
0.22936071455478668,
0.1729857176542282,
-0.15887877345085144,
0.1403053253889084,
0.16619817912578583,
-0.20624057948589325,
-0.3719598650932312,
0.4716155529022217,
0.139248788356781,
0.253103107213974,
-0.04886209964752197,
0.11163762211799622,
0.002211993094533682,
0.514399528503418,
0.014408965595066547,
-0.36471623182296753,
-0.1657688021659851,
-0.06493627279996872,
-0.17733916640281677,
0.12944738566875458,
-0.23140227794647217,
0.27027690410614014,
0.21816907823085785,
0.16084271669387817,
-0.044710922986269,
0.06024612486362457,
0.08025121688842773,
-0.12262983620166779,
-0.26594078540802,
0.027537468820810318,
-0.39321908354759216,
0.10510749369859695,
-0.04939475655555725,
-0.17228963971138,
0.014040093868970871,
-0.10841888934373856,
0.6255810260772705,
-0.008961879648268223,
-0.04298194870352745,
-0.13600142300128937,
-0.09318200498819351,
-0.05058965086936951,
0.041064340621232986,
0.5731685757637024,
0.39529749751091003,
0.14022909104824066,
-0.19461564719676971,
-0.14874577522277832,
0.07404238730669022,
0.09888697415590286,
-0.1760595589876175,
0.3726881742477417,
0.24695533514022827,
-0.13552379608154297,
0.02007320523262024,
-0.24884817004203796,
-0.09504468739032745,
0.04444057494401932,
0.016676872968673706,
-0.1245669275522232,
-0.4153575599193573,
-0.10745279490947723,
-0.045963119715452194,
0.1718652844429016,
-0.21515987813472748,
0.15354178845882416,
0.09296328574419022,
0.1379564255475998,
-0.00882380735129118,
-0.32025250792503357,
0.41073668003082275,
-0.10498961806297302,
-0.17414410412311554,
-0.13062390685081482,
0.564816415309906,
-0.5690386891365051,
0.3015938103199005,
-0.5685530304908752,
-0.04662321135401726,
0.38929256796836853,
-0.21565918624401093,
-0.3872375786304474,
0.22500930726528168,
-0.2500564754009247,
-0.08173815160989761,
-0.15711678564548492,
-0.0951605811715126,
0.18954677879810333,
-0.20680733025074005,
0.10895204544067383,
-0.12320348620414734
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | Hi !
Can you share more information about the features of your dataset ? You can get them by printing `my_dataset.features`
Can you also share the code of your `map` function ? | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 32 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
Hi !
Can you share more information about the features of your dataset ? You can get them by printing `my_dataset.features`
Can you also share the code of your `map` function ? | [
-0.3500203490257263,
-0.19821491837501526,
-0.05445132404565811,
0.2700723111629486,
0.3246716856956482,
0.050147440284490585,
0.42782527208328247,
0.1963977813720703,
0.77520352602005,
-0.012891951017081738,
0.1478901356458664,
0.5318046808242798,
0.08684618026018143,
-0.08264327794313431,
0.11530642211437225,
0.09427046775817871,
0.35825932025909424,
0.23026272654533386,
0.45334967970848083,
-0.1887630671262741,
-0.27041950821876526,
-0.016207778826355934,
-0.13637150824069977,
0.052460916340351105,
-0.16783393919467926,
-0.13370877504348755,
-0.023513702675700188,
0.03526166453957558,
-0.13845589756965637,
-0.28633826971054077,
0.01620873436331749,
-0.05675197392702103,
0.27660197019577026,
0.2574594020843506,
-0.00012687049456872046,
-0.2512073516845703,
0.03125850483775139,
0.17712761461734772,
-0.20250016450881958,
0.24496990442276,
0.38638976216316223,
-0.46975111961364746,
0.21211832761764526,
-0.35348689556121826,
0.1457037478685379,
-0.3091147243976593,
-0.2663036584854126,
-0.28100088238716125,
-0.04313400760293007,
-0.1522451937198639,
0.04581165686249733,
0.4439663290977478,
-0.2780011296272278,
0.07485958188772202,
-0.12939803302288055,
0.34574228525161743,
-0.15732479095458984,
0.044959671795368195,
0.540074348449707,
-0.07280789315700531,
-0.10513165593147278,
-0.08025874942541122,
-0.18709154427051544,
-0.10563009232282639,
0.3797874450683594,
0.07649393379688263,
0.27425768971443176,
0.10657095909118652,
0.08307887613773346,
0.1269642561674118,
0.5899767875671387,
-0.0041459403000772,
0.058561764657497406,
-0.2526358366012573,
-0.12502945959568024,
-0.29619085788726807,
0.3886522650718689,
0.0054056947119534016,
-0.2881905138492584,
0.20313534140586853,
-0.07143817096948624,
-0.07310045510530472,
0.008850851096212864,
0.24375559389591217,
-0.18031874299049377,
-0.09903860837221146,
0.01958383060991764,
0.13288091123104095,
0.3168941140174866,
-0.1614459753036499,
0.023098085075616837,
-0.008251486346125603,
0.12345170974731445,
0.3986281156539917,
-0.4098910093307495,
-0.21139957010746002,
0.04001888260245323,
0.08357491344213486,
-0.14352035522460938,
0.11203872412443161,
0.15146544575691223,
0.24894709885120392,
-0.1630488783121109,
0.001630632788874209,
0.24220584332942963,
0.39721059799194336,
-0.12179716676473618,
0.13010503351688385,
0.07318093627691269,
-0.3419056832790375,
-0.06997352093458176,
-0.0560455247759819,
-0.2259921282529831,
-0.010649987496435642,
0.5112826228141785,
-0.47840332984924316,
-0.23394426703453064,
-0.14483392238616943,
-0.03338046744465828,
0.20677945017814636,
0.4317517578601837,
-0.06417002528905869,
0.25214698910713196,
0.24105635285377502,
0.06419236212968826,
0.530697226524353,
-0.1165350079536438,
0.011717536486685276,
-0.18960881233215332,
-0.1619032323360443,
-0.06514326483011246,
-0.3071611523628235,
-0.168447807431221,
0.15985199809074402,
0.018116602674126625,
0.2619090974330902,
-0.11744507402181625,
0.17264194786548615,
-0.2480960190296173,
0.06744198501110077,
-0.10356491804122925,
-0.1866309493780136,
0.28975942730903625,
0.16197451949119568,
-0.08319627493619919,
0.22045569121837616,
0.16585198044776917,
-0.26048266887664795,
-0.4331321120262146,
0.3641849458217621,
-0.16852805018424988,
-0.38459494709968567,
-0.44577136635780334,
0.003989031538367271,
-0.2279207855463028,
-0.06108566373586655,
-0.38548123836517334,
-0.12087952345609665,
0.12009764462709427,
0.0442284420132637,
-0.034347254782915115,
-0.15244734287261963,
-0.14449124038219452,
-0.09936299920082092,
-0.03918612003326416,
0.12161166220903397,
-0.3704291880130768,
0.21216851472854614,
-0.23642833530902863,
0.25692275166511536,
0.344754159450531,
0.6626865863800049,
-0.2571013867855072,
0.34253624081611633,
-0.25784459710121155,
0.3158113658428192,
0.5487070083618164,
-0.05780705064535141,
-0.38621318340301514,
0.7333585619926453,
-0.10037035495042801,
-0.22489258646965027,
0.02653481811285019,
0.5490339398384094,
0.2924335300922394,
-0.085206039249897,
0.1003955602645874,
0.6558294892311096,
0.15121151506900787,
0.21053944528102875,
-0.3910953998565674,
-0.02792433463037014,
0.09193030744791031,
0.4662359654903412,
-0.41278260946273804,
0.15882353484630585,
0.15381154417991638,
-0.04416863992810249,
0.15450407564640045,
0.09075593948364258,
-0.06596904247999191,
0.24322350323200226,
0.2831678092479706,
-0.03184853494167328,
0.0112174516543746,
0.25627410411834717,
-0.1681341975927353,
0.12455401569604874,
0.46425944566726685,
-0.22457563877105713,
0.04156893864274025,
-0.16816703975200653,
-0.34454843401908875,
0.31477099657058716,
-0.10547937452793121,
0.6033321619033813,
-0.1821071207523346,
0.002035357290878892,
0.08046367019414902,
-0.14322704076766968,
-0.14951230585575104,
-0.11748667806386948,
-0.253177672624588,
-0.11583196371793747,
-0.0902426540851593,
0.05184177681803703,
0.15641602873802185,
-0.015110446140170097,
-0.34988605976104736,
-0.06259596347808838,
0.0574980266392231,
0.04943797364830971,
-0.2109958380460739,
0.2840452492237091,
0.15213510394096375,
0.04790318012237549,
-0.049651842564344406,
0.17045734822750092,
0.13361294567584991,
0.002849212381988764,
0.3439745306968689,
-0.0021685094106942415,
0.20819437503814697,
-0.289003849029541,
-0.12185487151145935,
0.42590397596359253,
-0.19429060816764832,
0.2047608196735382,
-0.27101951837539673,
-0.07095294445753098,
0.4258696436882019,
0.1262151151895523,
0.1576504409313202,
-0.016416674479842186,
0.18653059005737305,
0.30950912833213806,
0.28820785880088806,
0.2737436890602112,
-0.23974190652370453,
0.2617652714252472,
0.2991083264350891,
-0.34521451592445374,
-0.06125066429376602,
0.19693776965141296,
0.036768075078725815,
-0.30070337653160095,
0.006216885522007942,
-0.10396690666675568,
0.31005656719207764,
0.1159394308924675,
0.09584345668554306,
-0.317605197429657,
-0.03478221595287323,
-0.14462658762931824,
0.08700583130121231,
-0.10017581284046173,
-0.08375564217567444,
0.12993398308753967,
-0.05377918481826782,
-0.13647131621837616,
-0.32597389817237854,
0.03181498125195503,
0.11181139945983887,
0.39601930975914,
-0.3259369134902954,
0.15387815237045288,
-0.0907517671585083,
0.09902755171060562,
0.0559910424053669,
-0.2581126093864441,
0.12666833400726318,
-0.20272402465343475,
-0.2237582802772522,
0.23242919147014618,
-0.026159947738051414,
-0.14113099873065948,
-0.012471932917833328,
0.37623244524002075,
0.19173648953437805,
-0.4314824044704437,
-0.35575130581855774,
-0.28737497329711914,
-0.1534433662891388,
-0.14268377423286438,
0.4407370984554291,
0.16974547505378723,
0.22590886056423187,
-0.06290581077337265,
-0.16029933094978333,
-0.25041934847831726,
-0.1463388353586197,
-0.09807423502206802,
0.05387803167104721,
0.15772129595279694,
-0.18326708674430847,
0.3381574749946594,
-0.5823001861572266,
-0.032939765602350235,
0.26173093914985657,
-0.3245377838611603,
-0.24103885889053345,
0.37826478481292725,
-0.1310497671365738,
-0.32022178173065186,
0.01372046023607254,
0.11351469159126282,
-0.13313588500022888,
-0.23635143041610718,
0.22193077206611633,
0.03674231469631195,
0.14376145601272583,
-0.23374009132385254,
0.11274461448192596,
0.02598417177796364,
0.47341734170913696,
-0.24530352652072906,
-0.19459088146686554,
-0.277559369802475,
0.6613598465919495,
0.0028796647675335407,
-0.2596799433231354,
-0.07309930771589279,
0.11967594176530838,
-0.09988424926996231,
-0.024224095046520233,
-0.5121889114379883,
0.23393608629703522,
-0.4204593598842621,
0.4694085121154785,
-0.2292630672454834,
0.0604313462972641,
0.13013818860054016,
-0.26926055550575256,
0.0377083495259285,
0.2235516458749771,
-0.1082635223865509,
0.20569755136966705,
0.13674265146255493,
0.08349206298589706,
0.08628808706998825,
0.6676972508430481,
-0.2378457486629486,
0.32741519808769226,
-0.2057076096534729,
-0.16079692542552948,
0.3523726463317871,
-0.013551890850067139,
0.197275772690773,
-0.35785555839538574,
-0.1765049248933792,
-0.24382245540618896,
0.12171465158462524,
-0.3225128650665283,
0.1974402219057083,
-0.03908417746424675,
-0.3568357229232788,
0.023487035185098648,
-0.05291855335235596,
-0.05576412379741669,
-0.05655869469046593,
0.25412845611572266,
-0.0024453792721033096,
0.08467872440814972,
-0.13588014245033264,
0.20293690264225006,
-0.38289469480514526,
-0.2328353375196457,
-0.07313679158687592,
0.0034165456891059875,
0.1737784445285797,
-0.24962171912193298,
-0.6529746055603027,
-0.00444137305021286,
-0.43162134289741516,
0.12334779649972916,
-0.19623573124408722,
0.4478287994861603,
0.017385216429829597,
-0.2779058814048767,
0.4295974373817444,
0.007991636171936989,
0.6057003736495972,
0.28461402654647827,
0.12633129954338074,
0.17928777635097504,
-0.1738652139902115,
-0.664712131023407,
0.06594999134540558,
0.24270683526992798,
-0.03041740506887436,
0.3263392150402069,
0.7139406800270081,
-0.04325815662741661,
-0.1389228254556656,
-0.16244718432426453,
0.32445859909057617,
-0.21229545772075653,
-0.48731839656829834,
-0.11448368430137634,
-0.340140700340271,
-0.09567143023014069,
0.1660430133342743,
0.17040610313415527,
0.47866642475128174,
0.42131808400154114,
-0.0492858812212944,
-0.21406936645507812,
-0.10681293159723282,
0.07439032942056656,
0.08977866917848587,
0.3559321463108063,
-0.08360975235700607,
0.43252575397491455,
-0.30901074409484863,
0.16675212979316711,
-0.13158665597438812,
0.40479326248168945,
-0.12017209082841873,
-0.03287292644381523,
0.3473881781101227,
-0.2058640867471695,
0.02782643586397171,
0.35134002566337585,
0.2020437866449356,
0.04197688028216362,
-0.11664228141307831,
0.1926027238368988,
-0.222578227519989,
-0.02244354784488678,
-0.19355270266532898,
-0.013262016698718071,
-0.01816169172525406,
-0.13265866041183472,
0.29762306809425354,
0.03679848462343216,
-0.033668745309114456,
0.21618011593818665,
-0.13917367160320282,
0.08047819137573242,
0.7127650380134583,
0.20997972786426544,
1.1476433277130127,
-0.47657865285873413,
-0.03675849363207817,
0.10554945468902588,
0.18755406141281128,
-0.0967542976140976,
-0.155625581741333,
-0.3527753949165344,
-0.37704724073410034,
0.10472214221954346,
0.12526917457580566,
-0.22288279235363007,
-0.13517147302627563,
0.44464272260665894,
0.14574937522411346,
-0.1273879110813141,
-0.20854099094867706,
0.324582576751709,
-0.3329758644104004,
0.47167471051216125,
0.03049846552312374,
-0.46440500020980835,
-0.5360879898071289,
-0.02564963512122631,
0.0021089983638375998,
-0.06254719942808151,
0.013471256010234356,
0.15044376254081726,
0.028022386133670807,
-0.16130144894123077,
-0.0555918850004673,
-0.16837956011295319,
0.13113027811050415,
0.15939445793628693,
0.21325859427452087,
-0.24297083914279938,
-0.06009240821003914,
0.4783608615398407,
0.3922134339809418,
-0.04883401095867157,
-0.02855313941836357,
0.17562270164489746,
0.10712181776762009,
0.14112940430641174,
0.08806177228689194,
-0.2471676915884018,
0.06472425162792206,
-0.12289070338010788,
0.02960125543177128,
-0.12666292488574982,
-0.14927522838115692,
-0.4715048670768738,
-0.11046331375837326,
0.17280137538909912,
0.3435623049736023,
-0.16787877678871155,
-0.26201122999191284,
-0.28043124079704285,
0.16876301169395447,
-0.04698685184121132,
0.01083063893020153,
0.3402671217918396,
0.19190600514411926,
0.24742799997329712,
0.0004388370434753597,
-0.24706591665744781,
0.026229089125990868,
0.3180592358112335,
0.017531299963593483,
-0.2553490698337555,
0.2725581228733063,
0.03696475178003311,
-0.24495941400527954,
-0.20934344828128815,
0.36053919792175293,
0.29678580164909363,
-0.40772050619125366,
0.08610072731971741,
-0.04214426875114441,
0.0005220486200414598,
0.08121846616268158,
0.07930119335651398,
0.19449299573898315,
0.0004834732390008867,
-0.10940965265035629,
-0.23805634677410126,
-0.5587604641914368,
-0.05329238995909691,
0.1740909069776535,
0.09813684225082397,
0.19417814910411835,
-0.48320677876472473,
-0.23323771357536316,
0.08594638854265213,
-0.13559766113758087,
0.06227836757898331,
-0.05956617370247841,
0.10919179767370224,
0.04016420245170593,
-0.04157986864447594,
0.06777594983577728,
-0.1500798612833023,
0.04654403030872345,
-0.15257103741168976,
-0.010093491524457932,
-0.08015384525060654,
0.07200872153043747,
0.21140486001968384,
-0.016533317044377327,
-0.30913421511650085,
-0.2002139538526535,
-0.4752691686153412,
-0.18129318952560425,
-0.3601985275745392,
-0.1456621289253235,
0.05680961534380913,
-0.06762721389532089,
-0.3485496938228607,
0.3751344382762909,
0.11533019691705704,
-0.03784903511404991,
0.3707074522972107,
-0.050809457898139954,
0.40257078409194946,
-0.05549108237028122,
0.11913210898637772,
0.21759730577468872,
-0.19414062798023224,
-0.30111387372016907,
0.17838656902313232,
0.3650396168231964,
-0.15309228003025055,
0.35157251358032227,
-0.2173791527748108,
0.039277564734220505,
0.27981171011924744,
-0.03593854606151581,
0.11384620517492294,
-0.17386581003665924,
-0.2687505781650543,
0.2702849805355072,
0.058391422033309937,
-0.013029880821704865,
-0.2406964749097824,
0.005447882693260908,
-0.09607621282339096,
-0.22358912229537964,
0.28462541103363037,
0.4409000873565674,
-0.1794550120830536,
-0.12389703094959259,
0.050179623067379,
0.5539264678955078,
0.034132298082113266,
-0.4526456296443939,
0.5829269289970398,
-0.08260490745306015,
0.0033455349039286375,
0.17829692363739014,
0.21411199867725372,
-0.0035187331959605217,
0.5654761791229248,
-0.20794394612312317,
0.09839706867933273,
0.36060038208961487,
0.5861616730690002,
-0.38806629180908203,
-0.3600414991378784,
0.33705347776412964,
0.29442083835601807,
-0.24778379499912262,
-0.1721237599849701,
0.1744414120912552,
0.22937321662902832,
-0.17460547387599945,
-0.11719625443220139,
-0.21015283465385437,
0.2908436059951782,
-0.2680514454841614,
0.05058274418115616,
-0.39626508951187134,
-0.0038012575823813677,
-0.026350123807787895,
0.17091405391693115,
-0.27335411310195923,
0.005703939124941826,
-0.2857447564601898,
0.33777302503585815,
0.04373390972614288,
0.08742531388998032,
0.06786751002073288,
0.05169422924518585,
-0.026132380589842796,
-0.41818827390670776,
0.02407781407237053,
-0.3533781170845032,
-0.026626961305737495,
0.2478288859128952,
-0.2746105194091797,
0.3719303607940674,
0.5034905672073364,
-0.006853022146970034,
0.055324308574199677,
-0.013330993242561817,
-0.06888437271118164,
0.022693073377013206,
0.138731449842453,
-0.15099461376667023,
0.24195554852485657,
0.17698033154010773,
-0.10345756262540817,
-0.043983202427625656,
-0.4177382290363312,
-0.1573689728975296,
0.4149642586708069,
0.09254883974790573,
0.30434104800224304,
0.08825209736824036,
-0.3174017369747162,
-0.27171972393989563,
0.08084607124328613,
-0.03302956745028496,
-0.14504051208496094,
0.30158790946006775,
0.03791360929608345,
0.16235779225826263,
-0.056728705763816833,
-0.03640836104750633,
-0.37257492542266846,
0.5649233460426331,
0.31928786635398865,
-0.395166277885437,
-0.18803994357585907,
-0.37716948986053467,
-0.6647298336029053,
0.08342134952545166,
0.05583144351840019,
-0.052723370492458344,
0.4076805114746094,
0.19828951358795166,
0.4616665542125702,
0.06102314963936806,
-0.15379151701927185,
0.07701548933982849,
-0.1567261815071106,
0.38891103863716125,
-0.05186817795038223,
0.05342021584510803,
0.03399018570780754,
0.2281392514705658,
-0.22263576090335846,
-0.46974679827690125,
0.41940703988075256,
0.21801519393920898,
-0.08978992700576782,
-0.13300706446170807,
0.05924837291240692,
-0.34146735072135925,
0.4256182909011841,
0.38614654541015625,
0.02569708041846752,
0.09220331907272339,
0.31250840425491333,
0.08798757940530777,
0.3015056252479553,
-0.027041887864470482,
0.06978216767311096,
0.24206875264644623,
-0.056133516132831573,
-0.03937618061900139,
-0.0404641218483448,
0.4130629599094391,
-0.17332282662391663,
-0.044414520263671875,
-0.27785444259643555,
-0.14210407435894012,
-0.1402696669101715,
-0.025870639830827713,
-0.21829631924629211,
0.22998930513858795,
0.26769939064979553,
-0.02398422732949257,
0.2052934467792511,
0.20322614908218384,
-0.24721723794937134,
-0.05097394436597824,
0.212458536028862,
-0.00832140352576971,
-0.155209481716156,
0.02249372936785221,
0.1243809312582016,
0.2134564369916916,
0.18659472465515137,
-0.3039720356464386,
-0.17450004816055298,
0.2332245409488678,
-0.17034874856472015,
-0.0961514562368393,
0.387635201215744,
-0.23462170362472534,
0.18991558253765106,
-0.171601802110672,
0.2427428662776947,
-0.07725518196821213,
-0.06954013556241989,
-0.44435128569602966,
-0.27115896344184875
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | It is actually just the tokenized `wikipedia` dataset with `input_ids`, `attention_mask`, etc, with one extra column which is a list of integers. The `text` column is removed during tokenization.
```
def add_len_and_seq(example):
end_idx = example['input_ids'].index(SEP)
example['actual_len'] = end_idx-1
seq_len = len(example['input_ids'])
example['seq'] = [PAD_ID] + [np.uint8(example['some_integer'])]*(end_idx-1) + [PAD_ID]*(seq_len-end_idx)
return example
```
| I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 51 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
It is actually just the tokenized `wikipedia` dataset with `input_ids`, `attention_mask`, etc, with one extra column which is a list of integers. The `text` column is removed during tokenization.
```
def add_len_and_seq(example):
end_idx = example['input_ids'].index(SEP)
example['actual_len'] = end_idx-1
seq_len = len(example['input_ids'])
example['seq'] = [PAD_ID] + [np.uint8(example['some_integer'])]*(end_idx-1) + [PAD_ID]*(seq_len-end_idx)
return example
```
| [
-0.2723698616027832,
-0.14686626195907593,
-0.03886256366968155,
0.1874406337738037,
0.4000377655029297,
0.0453447625041008,
0.4641449451446533,
0.22945669293403625,
0.6530975699424744,
-0.03941304236650467,
0.20311318337917328,
0.5122694373130798,
-0.024184035137295723,
-0.16529911756515503,
0.16992895305156708,
0.10534988343715668,
0.34358182549476624,
0.18282096087932587,
0.528467059135437,
-0.22277246415615082,
-0.2088470309972763,
-0.06002090871334076,
-0.06578493863344193,
-0.027684973552823067,
-0.22054901719093323,
-0.04520757868885994,
-0.031301382929086685,
0.022765014320611954,
-0.13431541621685028,
-0.3194654881954193,
0.09288384765386581,
0.019302641972899437,
0.22875496745109558,
0.2781814634799957,
-0.00012817526294384152,
-0.17220325767993927,
0.004607061855494976,
0.1535201519727707,
-0.14309759438037872,
0.26439714431762695,
0.4690801501274109,
-0.5940461158752441,
0.23838864266872406,
-0.35034266114234924,
0.061837416142225266,
-0.2827264666557312,
-0.34017354249954224,
-0.214790940284729,
-0.007552094757556915,
-0.11950124800205231,
0.015857741236686707,
0.36168742179870605,
-0.33375027775764465,
0.15398839116096497,
-0.07433229684829712,
0.19389986991882324,
-0.14342032372951508,
0.12581272423267365,
0.47293418645858765,
-0.1927231103181839,
0.0029671660158783197,
0.02261502295732498,
-0.2509933114051819,
-0.0965023785829544,
0.38576337695121765,
0.074102982878685,
0.19517795741558075,
0.04834113270044327,
0.05060974135994911,
0.1477312594652176,
0.5389368534088135,
-0.0009463478345423937,
-0.05776036158204079,
-0.32108911871910095,
-0.05546465516090393,
-0.39695754647254944,
0.3212766647338867,
0.030139591544866562,
-0.27679571509361267,
0.07596132904291153,
-0.10861065983772278,
-0.07882571965456009,
0.029810652136802673,
0.21881765127182007,
-0.21573472023010254,
0.04223030433058739,
0.08669444173574448,
0.19333259761333466,
0.3188703954219818,
-0.10838109999895096,
-0.09875151515007019,
-0.008489254862070084,
0.1952892541885376,
0.4358850121498108,
-0.32837384939193726,
-0.2487679272890091,
0.03268074989318848,
-0.001963022630661726,
-0.14442381262779236,
0.19642381370067596,
0.08892080187797546,
0.21061880886554718,
-0.10545889288187027,
0.005110549740493298,
0.2394283264875412,
0.4608980417251587,
-0.22968657314777374,
0.1211881935596466,
0.07784036546945572,
-0.3174993395805359,
-0.17822152376174927,
-0.09161601960659027,
-0.20832297205924988,
0.03591081500053406,
0.49787643551826477,
-0.5051923990249634,
-0.24282468855381012,
-0.11873287707567215,
-0.04305890202522278,
0.2367560714483261,
0.31780359148979187,
0.0038013411685824394,
0.24058464169502258,
0.29861217737197876,
0.030292384326457977,
0.5268794298171997,
-0.07908350229263306,
0.14303481578826904,
-0.21736551821231842,
-0.023491300642490387,
-0.07065939903259277,
-0.26027804613113403,
-0.10747716575860977,
0.1086399257183075,
-0.0289179477840662,
0.33354490995407104,
-0.07398512959480286,
0.1510809361934662,
-0.13496573269367218,
0.009155049920082092,
-0.06717102974653244,
-0.16281044483184814,
0.23055051267147064,
0.20776844024658203,
-0.16554245352745056,
0.26592400670051575,
0.2583850622177124,
-0.3331994414329529,
-0.4613669514656067,
0.28536373376846313,
-0.17054106295108795,
-0.413783997297287,
-0.39644184708595276,
-0.0067317066714167595,
-0.26265522837638855,
-0.09387388080358505,
-0.4485405385494232,
-0.04024115577340126,
0.1792416274547577,
0.04322943091392517,
-0.04301083832979202,
-0.21621762216091156,
-0.145155668258667,
-0.13015854358673096,
0.05793078616261482,
0.07286494225263596,
-0.2945599853992462,
0.11277712881565094,
-0.26785945892333984,
0.35571932792663574,
0.3770870268344879,
0.7180869579315186,
-0.291961133480072,
0.4202105402946472,
-0.21722017228603363,
0.2997390031814575,
0.5369101166725159,
-0.18845459818840027,
-0.40423330664634705,
0.6187266111373901,
-0.13438695669174194,
0.04453558847308159,
0.03612525388598442,
0.4975109398365021,
0.25840064883232117,
-0.03947581350803375,
0.18378807604312897,
0.6960247755050659,
0.10998746752738953,
0.2276613563299179,
-0.4064323306083679,
-0.02678770199418068,
0.21991795301437378,
0.35226109623908997,
-0.33126798272132874,
0.15143750607967377,
0.06536328047513962,
0.09053467214107513,
0.20923061668872833,
0.06162248179316521,
-0.10179418325424194,
0.28139856457710266,
0.2582944929599762,
0.164348304271698,
0.04343290999531746,
0.2720758020877838,
-0.14407721161842346,
0.2002817988395691,
0.5107883810997009,
-0.0763210654258728,
-0.05008712783455849,
-0.24803724884986877,
-0.3892800211906433,
0.29318109154701233,
-0.14433389902114868,
0.3294908404350281,
-0.19607718288898468,
0.04049517959356308,
0.13068002462387085,
0.019618406891822815,
-0.10775288194417953,
-0.2730447053909302,
-0.25391486287117004,
-0.03182152658700943,
-0.0143758999183774,
0.04970775172114372,
0.18671995401382446,
-0.004795644897967577,
-0.4482593238353729,
0.11684927344322205,
0.056429799646139145,
0.03136012330651283,
-0.22208625078201294,
0.2688142955303192,
0.20777857303619385,
0.06802399456501007,
-0.04953300207853317,
0.20587649941444397,
0.10934852063655853,
0.03371021896600723,
0.26286980509757996,
0.07125930488109589,
0.1975320279598236,
-0.22177790105342865,
-0.1914297193288803,
0.5089946389198303,
-0.08550997823476791,
0.24814067780971527,
-0.2729076147079468,
-0.03966792672872543,
0.47736647725105286,
0.1242775022983551,
0.09855012595653534,
-0.025013232603669167,
0.20527847111225128,
0.2778952717781067,
0.2757321000099182,
0.1117197647690773,
-0.1666744202375412,
0.2718946933746338,
0.2947525680065155,
-0.2841126024723053,
-0.03043510392308235,
0.20607438683509827,
0.027487391605973244,
-0.31055188179016113,
-0.01169509720057249,
-0.1333322525024414,
0.2517816126346588,
0.11762766540050507,
0.10770124942064285,
-0.30047640204429626,
-0.06173611804842949,
-0.09899748116731644,
0.17740710079669952,
-0.0865197703242302,
-0.101361945271492,
0.13030250370502472,
0.01948806270956993,
-0.08265239745378494,
-0.3771762251853943,
-0.05254542455077171,
0.06866252422332764,
0.4366832673549652,
-0.2205614149570465,
0.27478307485580444,
-0.05718228220939636,
0.1997995674610138,
-0.01643884740769863,
-0.30174097418785095,
0.02512972056865692,
-0.31573110818862915,
-0.2038690596818924,
0.29086628556251526,
-0.0447208397090435,
-0.13480500876903534,
-0.06885857880115509,
0.2550409734249115,
0.2128167450428009,
-0.4541466534137726,
-0.27949628233909607,
-0.30617502331733704,
-0.11136357486248016,
-0.1972857415676117,
0.36977577209472656,
0.04897664859890938,
0.3008127808570862,
-0.01380032580345869,
-0.1955285370349884,
-0.2244666963815689,
-0.3411603569984436,
-0.10979407280683517,
-0.047599855810403824,
0.21396973729133606,
-0.18613500893115997,
0.30081871151924133,
-0.5481995344161987,
-0.06546985357999802,
0.3417081832885742,
-0.2881564497947693,
-0.171694815158844,
0.37681472301483154,
-0.00642052385956049,
-0.1605558544397354,
0.10094446688890457,
0.10476648062467575,
-0.1269286423921585,
-0.1898215264081955,
0.2512328624725342,
0.07065033912658691,
0.13903139531612396,
-0.21855057775974274,
0.069802425801754,
0.021885154768824577,
0.47880232334136963,
-0.20522524416446686,
-0.19838765263557434,
-0.19576828181743622,
0.5628791451454163,
0.044967103749513626,
-0.18308238685131073,
-0.1186387687921524,
0.03673991188406944,
-0.093570277094841,
0.015528268180787563,
-0.5713313221931458,
0.16041886806488037,
-0.38069838285446167,
0.431745320558548,
-0.1833306849002838,
0.04723008722066879,
0.166270911693573,
-0.26338642835617065,
0.04827522486448288,
0.18916097283363342,
0.02051549218595028,
0.10944601148366928,
0.07157136499881744,
0.030269600450992584,
-0.007416769862174988,
0.7050038576126099,
-0.19107797741889954,
0.5004673600196838,
-0.24206507205963135,
-0.049151040613651276,
0.3664190471172333,
-0.11207035928964615,
0.2564031183719635,
-0.34371358156204224,
-0.2357250303030014,
-0.24049758911132812,
0.0993407592177391,
-0.3650358021259308,
0.18031013011932373,
-0.010527162812650204,
-0.33116477727890015,
0.08198106288909912,
-0.049306564033031464,
-0.019013341516256332,
-0.15054409205913544,
0.3478383421897888,
-0.1515963226556778,
0.03684401884675026,
-0.11030630022287369,
0.26156023144721985,
-0.4225662648677826,
-0.24230991303920746,
-0.11795829236507416,
0.02079455927014351,
0.123753622174263,
-0.2384307086467743,
-0.7123932838439941,
-0.12284103780984879,
-0.5423577427864075,
0.12104111164808273,
-0.1256304681301117,
0.4711708724498749,
0.08129508793354034,
-0.30766621232032776,
0.4302409291267395,
-0.0289576668292284,
0.6507667899131775,
0.12013168632984161,
0.09623342007398605,
0.19613400101661682,
-0.2613890767097473,
-0.7808228731155396,
0.02586904540657997,
0.1718289852142334,
0.03336767479777336,
0.34046679735183716,
0.7582910060882568,
-0.07947394251823425,
-0.13212434947490692,
-0.19429117441177368,
0.4059048593044281,
-0.23309724032878876,
-0.28666481375694275,
-0.25198766589164734,
-0.332683265209198,
-0.24242059886455536,
0.21683159470558167,
0.1198681890964508,
0.5127631425857544,
0.365509569644928,
-0.05413193628191948,
-0.265809029340744,
-0.07860512286424637,
0.11192348599433899,
0.10967160016298294,
0.3797813951969147,
-0.08637259155511856,
0.3377000391483307,
-0.2857822775840759,
0.06293084472417831,
-0.18406923115253448,
0.4262423515319824,
-0.18519017100334167,
-0.0862928107380867,
0.20655706524848938,
-0.09059866517782211,
0.07268239557743073,
0.4006858766078949,
0.21373210847377777,
0.08087360858917236,
-0.17397597432136536,
0.28016233444213867,
-0.3501022458076477,
0.08600368350744247,
-0.020465737208724022,
0.02999616414308548,
-0.034200046211481094,
-0.28593742847442627,
0.32740116119384766,
0.016708379611372948,
-0.06746506690979004,
0.25959932804107666,
-0.09517855942249298,
0.007013756316155195,
0.740973711013794,
0.2020384520292282,
1.2241343259811401,
-0.43617597222328186,
0.1046031042933464,
0.15660324692726135,
0.2955699861049652,
0.04884517565369606,
-0.253730833530426,
-0.23289993405342102,
-0.3573131859302521,
0.13859982788562775,
0.13614250719547272,
-0.1821780949831009,
-0.18076227605342865,
0.3662806451320648,
0.11059432476758957,
-0.09532605856657028,
-0.30478915572166443,
0.32988736033439636,
-0.37554091215133667,
0.45099160075187683,
-0.038976021111011505,
-0.3950834274291992,
-0.548809289932251,
-0.04587528854608536,
0.09278576076030731,
0.01673397235572338,
-0.04190529137849808,
0.20789077877998352,
-0.01973382942378521,
-0.24736125767230988,
-0.1560860127210617,
-0.1223900243639946,
0.18826918303966522,
0.32843661308288574,
0.07796717435121536,
-0.3352366089820862,
-0.2027185559272766,
0.4568589925765991,
0.32267680764198303,
0.017519738525152206,
-0.0467570424079895,
0.21618910133838654,
0.035755570977926254,
0.07851362973451614,
0.16229988634586334,
-0.26452404260635376,
0.11431865394115448,
-0.07481252402067184,
0.037572283297777176,
-0.1490095555782318,
-0.21629729866981506,
-0.5926707983016968,
-0.08498360961675644,
0.18309392035007477,
0.3696853518486023,
-0.2103627622127533,
-0.24647267162799835,
-0.18207798898220062,
0.18991771340370178,
-0.15196053683757782,
-0.026323286816477776,
0.24441492557525635,
0.13268865644931793,
0.23227189481258392,
-0.0355081632733345,
-0.29757681488990784,
0.05613979324698448,
0.3613016605377197,
0.12190277129411697,
-0.17635096609592438,
0.3943612277507782,
-0.04588230326771736,
-0.2334231585264206,
-0.22979553043842316,
0.2831096947193146,
0.32575511932373047,
-0.36785733699798584,
0.20204472541809082,
-0.05971107259392738,
-0.026153959333896637,
0.0612432099878788,
0.11170138418674469,
0.12266922742128372,
-0.052675049751996994,
-0.2048230916261673,
-0.292000412940979,
-0.518085241317749,
-0.014269612729549408,
0.22126615047454834,
0.1805761605501175,
0.1349375694990158,
-0.3628833293914795,
-0.25611865520477295,
0.11215416342020035,
-0.11351357400417328,
0.030167927965521812,
-0.10332413762807846,
0.10160614550113678,
0.08811069279909134,
-0.07948961853981018,
0.1899871528148651,
-0.1210951954126358,
0.024797910824418068,
-0.16552719473838806,
0.00637228786945343,
-0.06267459690570831,
-0.0018172868294641376,
0.23469607532024384,
-0.031399186700582504,
-0.2769499123096466,
-0.14272065460681915,
-0.38407546281814575,
-0.11960358917713165,
-0.4405585527420044,
-0.04668721556663513,
0.030899956822395325,
-0.053000934422016144,
-0.40756845474243164,
0.3622807264328003,
0.19740913808345795,
-0.027323830872774124,
0.2847127616405487,
-0.1692369133234024,
0.398935467004776,
0.020552879199385643,
0.015639353543519974,
0.27509698271751404,
-0.1561068445444107,
-0.316800594329834,
0.1873919665813446,
0.4050486385822296,
-0.12893491983413696,
0.360731840133667,
-0.15520751476287842,
0.06984726339578629,
0.2845456004142761,
0.012451883405447006,
0.21205465495586395,
-0.17058613896369934,
-0.3054562509059906,
0.34905457496643066,
0.03465213626623154,
-0.018130797892808914,
-0.3050711154937744,
-0.045113351196050644,
-0.15146833658218384,
-0.21215490996837616,
0.3869556486606598,
0.4360881447792053,
-0.10362189263105392,
-0.20266768336296082,
0.0185804795473814,
0.5638003349304199,
0.07442361861467361,
-0.3574275076389313,
0.5144121646881104,
-0.13183628022670746,
-0.04457077756524086,
0.13616620004177094,
0.1590794175863266,
0.0855829194188118,
0.5236286520957947,
-0.14408256113529205,
0.13838636875152588,
0.2728661298751831,
0.4584125280380249,
-0.4138363301753998,
-0.34180888533592224,
0.37595275044441223,
0.3029165267944336,
-0.17235058546066284,
-0.05995328351855278,
0.10500454157590866,
0.28291627764701843,
-0.2486315369606018,
-0.08712006360292435,
-0.21645578742027283,
0.4080287516117096,
-0.2787195146083832,
-0.0049711898900568485,
-0.2101793736219406,
-0.008012867532670498,
0.009143714793026447,
0.19796019792556763,
-0.2225673943758011,
-0.010947532020509243,
-0.3567085266113281,
0.296224445104599,
0.03816547244787216,
0.04877862334251404,
0.10872188210487366,
0.04266245663166046,
0.10824193805456161,
-0.43548232316970825,
-0.03577952831983566,
-0.2812235653400421,
-0.005410282406955957,
0.22186115384101868,
-0.24682217836380005,
0.43744662404060364,
0.4777420163154602,
-0.007733167614787817,
0.001196061260998249,
-0.006876738276332617,
-0.016528958454728127,
-0.060833513736724854,
0.17327898740768433,
-0.17835810780525208,
0.28447556495666504,
0.14850109815597534,
-0.12417369335889816,
-0.07217840105295181,
-0.4527171850204468,
-0.11139484494924545,
0.3679223656654358,
0.12524616718292236,
0.3018089830875397,
0.12301094830036163,
-0.24241437017917633,
-0.3305613696575165,
0.1317327469587326,
-0.0461978055536747,
-0.15222333371639252,
0.1501561403274536,
0.09004243463277817,
0.17354920506477356,
-0.04381047934293747,
-0.04192036762833595,
-0.28849461674690247,
0.5451472997665405,
0.2815955579280853,
-0.37236517667770386,
-0.20561587810516357,
-0.3782559037208557,
-0.6515107750892639,
0.07166625559329987,
-0.1074582040309906,
-0.17140233516693115,
0.3680436313152313,
0.2453300803899765,
0.4008663296699524,
0.04305154085159302,
-0.14155742526054382,
0.02699054218828678,
-0.18252821266651154,
0.30739325284957886,
-0.05302271619439125,
0.11376013606786728,
0.018963679671287537,
0.18044140934944153,
-0.17745579779148102,
-0.5137274861335754,
0.3781627416610718,
0.20775385200977325,
-0.11003977060317993,
-0.05397390201687813,
0.0188240148127079,
-0.41609621047973633,
0.3677491843700409,
0.4663531184196472,
0.0675617903470993,
0.17664320766925812,
0.26040130853652954,
0.023668261244893074,
0.2030625343322754,
-0.07681714743375778,
-0.0392012894153595,
0.28843122720718384,
-0.11659139394760132,
0.028764406219124794,
-0.08110572397708893,
0.39492717385292053,
-0.19590961933135986,
0.08130398392677307,
-0.1703326255083084,
-0.266262412071228,
-0.1360892653465271,
-0.035382818430662155,
-0.1896096020936966,
0.3324858546257019,
0.16491174697875977,
0.1120358407497406,
0.2056090533733368,
0.2885061800479889,
-0.2644028067588806,
-0.15474443137645721,
0.32503288984298706,
-0.09142819792032242,
-0.19286826252937317,
-0.010417255572974682,
0.13008970022201538,
0.19259117543697357,
0.17209094762802124,
-0.38013651967048645,
-0.1749807745218277,
0.23548585176467896,
-0.060931891202926636,
-0.2268812656402588,
0.35006609559059143,
-0.21222001314163208,
0.07296869903802872,
-0.12630535662174225,
0.22088254988193512,
-0.14114470779895782,
-0.0637374147772789,
-0.3829965889453888,
-0.23393385112285614
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | Is `PAD_ID` a python integer ? You need all the integers in `example['seq']` to have the same type.
Does this work if you remove the `np.uint8` and use python integers instead ? | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 32 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
Is `PAD_ID` a python integer ? You need all the integers in `example['seq']` to have the same type.
Does this work if you remove the `np.uint8` and use python integers instead ? | [
-0.29434019327163696,
-0.22488000988960266,
-0.05711609497666359,
0.30335381627082825,
0.31564861536026,
0.04970107600092888,
0.4435778856277466,
0.24287548661231995,
0.6799730062484741,
-0.01870105043053627,
0.15296535193920135,
0.5113558769226074,
0.08853223919868469,
-0.10850369185209274,
0.13383591175079346,
0.09861050546169281,
0.34292542934417725,
0.20607712864875793,
0.47596460580825806,
-0.1658245325088501,
-0.25177398324012756,
0.00013013050192967057,
-0.1306847780942917,
0.02348201908171177,
-0.15882781147956848,
-0.08299189060926437,
-0.0751805454492569,
0.03506825864315033,
-0.15235908329486847,
-0.31554141640663147,
0.02162216790020466,
-0.044831838458776474,
0.2884911298751831,
0.20515300333499908,
-0.00012642792717088014,
-0.25484615564346313,
0.021627752110362053,
0.11730480939149857,
-0.24758216738700867,
0.2874673902988434,
0.4266410171985626,
-0.45231589674949646,
0.22125667333602905,
-0.3689640462398529,
0.13737134635448456,
-0.33822083473205566,
-0.35905376076698303,
-0.20980525016784668,
-0.01868101954460144,
-0.14110319316387177,
0.04449920356273651,
0.43524307012557983,
-0.28191936016082764,
0.034577928483486176,
-0.05285393446683884,
0.29768460988998413,
-0.16378584504127502,
0.04663834720849991,
0.5985642075538635,
-0.07255803048610687,
-0.10194491595029831,
-0.08175485581159592,
-0.21824505925178528,
-0.10184483975172043,
0.3846520483493805,
0.07481060177087784,
0.2570778429508209,
0.16277366876602173,
0.06621267646551132,
0.14271856844425201,
0.5887855291366577,
-0.03528129681944847,
-0.0009134253486990929,
-0.24474835395812988,
-0.09524676948785782,
-0.28908923268318176,
0.36738166213035583,
0.012818913906812668,
-0.28712818026542664,
0.18507735431194305,
-0.06020054966211319,
-0.07239162176847458,
-0.050153810530900955,
0.23306837677955627,
-0.12945227324962616,
-0.07575266063213348,
0.043434835970401764,
0.11633526533842087,
0.33378782868385315,
-0.15129321813583374,
0.06170250102877617,
0.035188037902116776,
0.11665791273117065,
0.3841657340526581,
-0.40372931957244873,
-0.20786769688129425,
-0.0331367626786232,
0.005369387101382017,
-0.14482039213180542,
0.1278427541255951,
0.23209545016288757,
0.24858324229717255,
-0.044930025935173035,
0.019750572741031647,
0.23991885781288147,
0.3678702414035797,
-0.11983544379472733,
0.14694960415363312,
0.07684002071619034,
-0.30855584144592285,
-0.02887607552111149,
-0.04060925543308258,
-0.25907430052757263,
0.003807938890531659,
0.47856321930885315,
-0.46820947527885437,
-0.2703819274902344,
-0.16323521733283997,
-0.05246672034263611,
0.24296966195106506,
0.395481139421463,
-0.043348368257284164,
0.2423647791147232,
0.27561721205711365,
0.04624504595994949,
0.49453285336494446,
-0.04929877072572708,
0.03745723143219948,
-0.15819092094898224,
-0.11492158472537994,
-0.060409653931856155,
-0.297188401222229,
-0.17128749191761017,
0.14898724853992462,
0.041865043342113495,
0.35088133811950684,
-0.12050529569387436,
0.1890941709280014,
-0.23291470110416412,
0.05783601105213165,
-0.09105075895786285,
-0.1327034831047058,
0.2696329355239868,
0.18069055676460266,
-0.09917116165161133,
0.2365836501121521,
0.16987039148807526,
-0.20173919200897217,
-0.4431208372116089,
0.3833533227443695,
-0.19583259522914886,
-0.3932254910469055,
-0.43498384952545166,
0.021876247599720955,
-0.21197699010372162,
-0.07928886264562607,
-0.4514288604259491,
-0.17955832183361053,
0.11826834827661514,
0.058996621519327164,
-0.01975172758102417,
-0.13087405264377594,
-0.08217283338308334,
-0.09233725816011429,
-0.04740282520651817,
0.09292437136173248,
-0.3962220251560211,
0.16686277091503143,
-0.20801851153373718,
0.2890932857990265,
0.3477071523666382,
0.6229010820388794,
-0.29964548349380493,
0.3621341586112976,
-0.25233545899391174,
0.29769977927207947,
0.5223910808563232,
-0.1004190593957901,
-0.36436599493026733,
0.718966007232666,
-0.04725032299757004,
-0.1865951418876648,
0.10760623961687088,
0.5277524590492249,
0.3615674078464508,
-0.08061780780553818,
0.13155663013458252,
0.6244171857833862,
0.16546636819839478,
0.2055848240852356,
-0.4061889946460724,
-0.061244018375873566,
0.09190455079078674,
0.4283309578895569,
-0.3837229609489441,
0.12748993933200836,
0.14019045233726501,
-0.02905942127108574,
0.1692347526550293,
0.04453212395310402,
-0.07563546299934387,
0.2814265787601471,
0.2664144039154053,
-0.05447779968380928,
0.06772520393133163,
0.22657544910907745,
-0.1943374127149582,
0.1511390656232834,
0.3955879211425781,
-0.18466304242610931,
0.035645436495542526,
-0.20989352464675903,
-0.3576275110244751,
0.3173828721046448,
-0.06966041773557663,
0.5633522272109985,
-0.1680370718240738,
-0.016169803217053413,
0.1312578022480011,
-0.1643911451101303,
-0.15637071430683136,
-0.108824223279953,
-0.26349782943725586,
-0.09427797794342041,
-0.09078139066696167,
0.06053893268108368,
0.17378467321395874,
-0.046296313405036926,
-0.3290223479270935,
-0.006932278163731098,
0.04908303543925285,
0.058022450655698776,
-0.18748682737350464,
0.302507609128952,
0.21102966368198395,
-0.009498395957052708,
-0.008441896177828312,
0.21714405715465546,
0.12391504645347595,
0.04576981067657471,
0.2926035225391388,
0.04716701805591583,
0.18857884407043457,
-0.2624530792236328,
-0.11582505702972412,
0.482608437538147,
-0.2119685411453247,
0.26362577080726624,
-0.2107873111963272,
-0.05706138163805008,
0.402543842792511,
0.17076902091503143,
0.1318589299917221,
-0.01613662950694561,
0.18077263236045837,
0.3143535852432251,
0.2750585377216339,
0.2520091235637665,
-0.22949092090129852,
0.26364457607269287,
0.2475576400756836,
-0.32918861508369446,
-0.07218024879693985,
0.22151842713356018,
0.03273681923747063,
-0.2925547957420349,
0.04528465121984482,
-0.07460152357816696,
0.33986732363700867,
0.14167797565460205,
0.03313174098730087,
-0.33773118257522583,
-0.08074932545423508,
-0.17996616661548615,
0.15856440365314484,
-0.09636211395263672,
-0.16647204756736755,
0.0793527290225029,
-0.10491480678319931,
-0.1405675709247589,
-0.3333323001861572,
0.04314767196774483,
0.1139279305934906,
0.43403252959251404,
-0.33606967329978943,
0.18197502195835114,
-0.13980016112327576,
0.100654236972332,
0.021431129425764084,
-0.3120059370994568,
0.09835535287857056,
-0.20607741177082062,
-0.160131573677063,
0.2585890591144562,
-0.05683270841836929,
-0.12738005816936493,
-0.04570820555090904,
0.4071219265460968,
0.21428625285625458,
-0.4044516682624817,
-0.3806305527687073,
-0.30443117022514343,
-0.13848541676998138,
-0.14436741173267365,
0.4448206126689911,
0.16310705244541168,
0.2551801800727844,
-0.05694510042667389,
-0.10240773856639862,
-0.26880884170532227,
-0.13370615243911743,
-0.10840323567390442,
0.027753563597798347,
0.13665515184402466,
-0.1401948779821396,
0.348202109336853,
-0.5923084616661072,
-0.06825472414493561,
0.2889494001865387,
-0.30408766865730286,
-0.24875465035438538,
0.43165773153305054,
-0.08981669694185257,
-0.3463098704814911,
0.021281370893120766,
0.10752794146537781,
-0.10652604699134827,
-0.23461565375328064,
0.19809706509113312,
0.022373395040631294,
0.19705988466739655,
-0.2903103232383728,
0.12006449699401855,
0.04754455015063286,
0.4194033741950989,
-0.24965396523475647,
-0.16063618659973145,
-0.22981737554073334,
0.6143158674240112,
0.005238452460616827,
-0.28268083930015564,
-0.03528774157166481,
0.16673846542835236,
-0.06898941844701767,
-0.00443611666560173,
-0.5236109495162964,
0.2110104113817215,
-0.3914627134799957,
0.38794049620628357,
-0.25078848004341125,
0.12951794266700745,
0.10062416642904282,
-0.2705982029438019,
0.027950486168265343,
0.20413808524608612,
-0.047044575214385986,
0.2030741274356842,
0.05088863521814346,
0.08711739629507065,
0.014601214788854122,
0.564719557762146,
-0.22764506936073303,
0.36799755692481995,
-0.2421872913837433,
-0.11333701014518738,
0.3385266363620758,
-0.04579078406095505,
0.21862392127513885,
-0.3233049809932709,
-0.18352751433849335,
-0.2548117935657501,
0.11488393694162369,
-0.32813674211502075,
0.20523427426815033,
-0.04705182462930679,
-0.3221096992492676,
0.0186663419008255,
0.038009025156497955,
-0.02069130912423134,
-0.0753716230392456,
0.29603317379951477,
-0.018960898742079735,
0.01571730710566044,
-0.1564357727766037,
0.20781421661376953,
-0.36960241198539734,
-0.23303207755088806,
-0.0829177126288414,
-0.0495278425514698,
0.14299938082695007,
-0.262023389339447,
-0.6429182291030884,
-0.07819316536188126,
-0.41795670986175537,
0.17455734312534332,
-0.17232763767242432,
0.499480277299881,
0.07360083609819412,
-0.3419013023376465,
0.44591137766838074,
0.000009266482265957166,
0.6106887459754944,
0.26106733083724976,
0.03134167939424515,
0.1837456077337265,
-0.146797314286232,
-0.7164686918258667,
0.044678572565317154,
0.20528562366962433,
-0.0682096779346466,
0.27403903007507324,
0.6911305785179138,
-0.0954618901014328,
-0.12320297956466675,
-0.17538964748382568,
0.33051830530166626,
-0.19726340472698212,
-0.4610154330730438,
-0.16125823557376862,
-0.33329150080680847,
-0.15775156021118164,
0.13620203733444214,
0.16247889399528503,
0.47644925117492676,
0.4036734998226166,
-0.0795259103178978,
-0.201096311211586,
-0.1514122635126114,
0.07692252844572067,
0.0857558399438858,
0.39588412642478943,
-0.16498322784900665,
0.4091665744781494,
-0.3334077298641205,
0.19235174357891083,
-0.08311382681131363,
0.3989642560482025,
-0.19174236059188843,
-0.06479170173406601,
0.37085309624671936,
-0.20738551020622253,
0.07603547722101212,
0.38807305693626404,
0.1935632824897766,
0.13679149746894836,
-0.14039482176303864,
0.17520661652088165,
-0.2453933209180832,
-0.08063145726919174,
-0.1874670684337616,
-0.06697258353233337,
0.04248926788568497,
-0.16777962446212769,
0.2720346748828888,
0.043927934020757675,
-0.03317587822675705,
0.31234002113342285,
-0.12325401604175568,
0.07115736603736877,
0.760003387928009,
0.23390652239322662,
1.2246553897857666,
-0.503520131111145,
0.014372069388628006,
0.12161561846733093,
0.16561919450759888,
-0.11796028912067413,
-0.1760445237159729,
-0.32697993516921997,
-0.4070287346839905,
0.1482398808002472,
0.12771521508693695,
-0.226984903216362,
-0.12355385720729828,
0.38870370388031006,
0.0860186219215393,
-0.1470343917608261,
-0.24622873961925507,
0.33355194330215454,
-0.37223851680755615,
0.4040263593196869,
-0.03818744793534279,
-0.47419270873069763,
-0.5782676935195923,
-0.020984545350074768,
0.015722444280982018,
-0.1392737627029419,
-0.010478319600224495,
0.17384620010852814,
-0.03619247302412987,
-0.22240619361400604,
-0.10365204513072968,
-0.18612857162952423,
0.09071364998817444,
0.18178987503051758,
0.188238263130188,
-0.23401932418346405,
-0.17067170143127441,
0.41671064496040344,
0.375546932220459,
-0.07008521258831024,
-0.04018930718302727,
0.1823684126138687,
0.06473547220230103,
0.12248276174068451,
0.08131150901317596,
-0.25957050919532776,
0.08288603276014328,
-0.11897997558116913,
0.05726729705929756,
-0.06650104373693466,
-0.1295834481716156,
-0.5366306304931641,
-0.10993993282318115,
0.1992480754852295,
0.36545485258102417,
-0.19887395203113556,
-0.28445854783058167,
-0.29247134923934937,
0.1557067632675171,
-0.06586703658103943,
0.01628272980451584,
0.3401002585887909,
0.15908558666706085,
0.2823828160762787,
-0.047331199049949646,
-0.23567546904087067,
0.01750117540359497,
0.3600902557373047,
0.03810328245162964,
-0.29598718881607056,
0.2296038717031479,
0.0347343347966671,
-0.22327303886413574,
-0.22737722098827362,
0.37383830547332764,
0.3516620695590973,
-0.4658208191394806,
0.11343985795974731,
-0.007306666113436222,
-0.05890365689992905,
0.08035048842430115,
0.15804938971996307,
0.20229138433933258,
0.017638159915804863,
-0.12114189565181732,
-0.20884063839912415,
-0.5282036662101746,
0.012261695228517056,
0.24074316024780273,
0.1340419352054596,
0.14193780720233917,
-0.5530797243118286,
-0.3032373785972595,
0.027650415897369385,
-0.14650650322437286,
0.08462496846914291,
-0.047065604478120804,
0.11702799052000046,
0.006662424653768539,
-0.03716491907835007,
0.10069691389799118,
-0.1650077998638153,
0.052132152020931244,
-0.12014596909284592,
0.004052259027957916,
-0.09136104583740234,
0.067167267203331,
0.21253380179405212,
-0.03263351321220398,
-0.26599106192588806,
-0.25166234374046326,
-0.4543344974517822,
-0.20500177145004272,
-0.35306820273399353,
-0.11673206090927124,
0.07792683690786362,
-0.10972677916288376,
-0.3546774983406067,
0.33842840790748596,
0.15328362584114075,
-0.04545789957046509,
0.357658714056015,
-0.04943365976214409,
0.4739784002304077,
-0.016298701986670494,
0.057773295789957047,
0.14616629481315613,
-0.1894845813512802,
-0.23029688000679016,
0.228301540017128,
0.3283311724662781,
-0.1512211114168167,
0.39852726459503174,
-0.20345187187194824,
0.032793860882520676,
0.2581097185611725,
0.0240826103836298,
0.2060745656490326,
-0.16618013381958008,
-0.2903408110141754,
0.31532639265060425,
0.07676712423563004,
-0.004793835803866386,
-0.25005042552948,
-0.042113445699214935,
-0.1186143085360527,
-0.2442472130060196,
0.3506317734718323,
0.4611361026763916,
-0.20662550628185272,
-0.08877912163734436,
0.031730201095342636,
0.5728583335876465,
0.014148899354040623,
-0.43938902020454407,
0.6040984988212585,
-0.046611424535512924,
-0.01924276351928711,
0.1124725416302681,
0.20825813710689545,
0.07880126684904099,
0.4882703721523285,
-0.2155219465494156,
0.11531396210193634,
0.3541576564311981,
0.5426251292228699,
-0.37402108311653137,
-0.3426682651042938,
0.36372798681259155,
0.2706035375595093,
-0.20076504349708557,
-0.11849984526634216,
0.15772223472595215,
0.2770216464996338,
-0.17849496006965637,
-0.12857869267463684,
-0.2322598099708557,
0.23740822076797485,
-0.25799882411956787,
0.08929948508739471,
-0.36612290143966675,
-0.026511983945965767,
-0.01831677183508873,
0.12051286548376083,
-0.26065441966056824,
0.010732981376349926,
-0.2762067914009094,
0.33234718441963196,
0.07596293091773987,
0.047887906432151794,
0.028743227943778038,
0.07793136686086655,
-0.01616726629436016,
-0.4089173972606659,
-0.0030230015981942415,
-0.34860318899154663,
-0.05202466994524002,
0.2731180787086487,
-0.26646170020103455,
0.3906587064266205,
0.5201634764671326,
-0.003766013775020838,
0.05436292290687561,
-0.044045016169548035,
-0.0332823321223259,
0.006372605450451374,
0.20094095170497894,
-0.10435258597135544,
0.23175537586212158,
0.15208220481872559,
-0.10984715074300766,
-0.06810591369867325,
-0.41598162055015564,
-0.17415516078472137,
0.41642144322395325,
0.14080709218978882,
0.3191128671169281,
0.0841156467795372,
-0.332105427980423,
-0.25628164410591125,
0.08224522322416306,
-0.09904656559228897,
-0.1693679839372635,
0.2653487026691437,
0.012196371331810951,
0.16192808747291565,
-0.04051375389099121,
-0.03017713688313961,
-0.3313151001930237,
0.5836267471313477,
0.3414526879787445,
-0.37228548526763916,
-0.20832978188991547,
-0.315812885761261,
-0.6785958409309387,
0.08260058611631393,
0.006198992021381855,
-0.029148157685995102,
0.4067521393299103,
0.2453693449497223,
0.4798542559146881,
0.07384141534566879,
-0.07451477646827698,
0.005891982465982437,
-0.14937424659729004,
0.39935505390167236,
-0.09187278151512146,
0.08013086020946503,
0.08654391020536423,
0.21330270171165466,
-0.23683692514896393,
-0.4747452139854431,
0.4323936104774475,
0.20449215173721313,
-0.09295657277107239,
-0.08721698075532913,
0.04338611662387848,
-0.2884807884693146,
0.3838070034980774,
0.397113561630249,
0.0027238938491791487,
0.11146288365125656,
0.3268880844116211,
0.06391313672065735,
0.24003483355045319,
-0.06436275690793991,
0.0969402864575386,
0.2231922447681427,
-0.07422283291816711,
-0.07741395384073257,
-0.04974496737122536,
0.34464430809020996,
-0.23184648156166077,
0.014853662811219692,
-0.23008830845355988,
-0.20268337428569794,
-0.13975049555301666,
0.024796996265649796,
-0.2142135351896286,
0.260007381439209,
0.24277570843696594,
-0.002202215138822794,
0.1724122017621994,
0.2694126069545746,
-0.24611210823059082,
-0.06343426555395126,
0.23410756886005402,
-0.0005447432049550116,
-0.17809464037418365,
0.07496852427721024,
0.19974581897258759,
0.2011825144290924,
0.23281797766685486,
-0.38578981161117554,
-0.18357768654823303,
0.23232316970825195,
-0.13162793219089508,
-0.08513890206813812,
0.37602028250694275,
-0.20665505528450012,
0.21365825831890106,
-0.16304825246334076,
0.27118250727653503,
-0.08484303951263428,
-0.04765055328607559,
-0.41245293617248535,
-0.30802372097969055
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | yup I casted it to `np.uint8` outside the function where it was defined. It was originally using python integers. | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 19 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
yup I casted it to `np.uint8` outside the function where it was defined. It was originally using python integers. | [
-0.29974672198295593,
-0.2523110508918762,
-0.047044314444065094,
0.2852841019630432,
0.32804396748542786,
0.02109954133629799,
0.42626118659973145,
0.2177659422159195,
0.7503628134727478,
-0.03946685418486595,
0.15559275448322296,
0.5000487565994263,
0.08297251164913177,
-0.08634104579687119,
0.1403081715106964,
0.11666974425315857,
0.3541412651538849,
0.21109895408153534,
0.4538331627845764,
-0.16082172095775604,
-0.2806876599788666,
0.004252011422067881,
-0.12419884651899338,
0.020843343809247017,
-0.1499311923980713,
-0.0341605469584465,
-0.029952986165881157,
0.047859735786914825,
-0.12425734847784042,
-0.3127473294734955,
0.038653984665870667,
-0.0707976371049881,
0.2723851799964905,
0.22555673122406006,
-0.00012783773127011955,
-0.24782775342464447,
0.013242371380329132,
0.15491735935211182,
-0.2342652529478073,
0.298380970954895,
0.3765069246292114,
-0.44815802574157715,
0.24350084364414215,
-0.34456226229667664,
0.13206514716148376,
-0.3008109927177429,
-0.35291460156440735,
-0.20314078032970428,
-0.060513634234666824,
-0.14307647943496704,
0.029551127925515175,
0.45549386739730835,
-0.30256029963493347,
0.08236551284790039,
-0.10583354532718658,
0.3159889578819275,
-0.1544771045446396,
0.07755095511674881,
0.562114417552948,
-0.048869624733924866,
-0.05324159562587738,
-0.053940340876579285,
-0.22005049884319305,
-0.08033888787031174,
0.37347590923309326,
0.061477113515138626,
0.25439757108688354,
0.14958885312080383,
0.08073735237121582,
0.10822397470474243,
0.5584254860877991,
-0.01733952760696411,
0.023414814844727516,
-0.2472170740365982,
-0.08520836383104324,
-0.30463942885398865,
0.3880223333835602,
-0.0014710078248754144,
-0.25715312361717224,
0.17644473910331726,
-0.047582417726516724,
-0.06876104325056076,
-0.014576001092791557,
0.24240991473197937,
-0.18652302026748657,
-0.05277199670672417,
0.020485740154981613,
0.11471567302942276,
0.3606215715408325,
-0.10244729369878769,
0.0572250634431839,
0.054340507835149765,
0.11026784032583237,
0.391782283782959,
-0.41601017117500305,
-0.1962459236383438,
0.007882396690547466,
0.07621069252490997,
-0.1992875635623932,
0.10770072788000107,
0.2171669453382492,
0.22464878857135773,
-0.11344151198863983,
-0.016844486817717552,
0.25221821665763855,
0.3522307276725769,
-0.11968393623828888,
0.148111492395401,
0.07866302132606506,
-0.27171972393989563,
-0.0636465921998024,
-0.034671030938625336,
-0.26987430453300476,
-0.044817231595516205,
0.5096766352653503,
-0.46799471974372864,
-0.24199873208999634,
-0.15962567925453186,
-0.08283494412899017,
0.23337720334529877,
0.4327574074268341,
-0.052806589752435684,
0.2506527304649353,
0.2286750078201294,
0.03461691364645958,
0.5681989789009094,
-0.036097947508096695,
0.022178828716278076,
-0.19655407965183258,
-0.1412779837846756,
-0.04869512841105461,
-0.2828443646430969,
-0.17654788494110107,
0.14951172471046448,
0.045926257967948914,
0.28225433826446533,
-0.11788522452116013,
0.1888040453195572,
-0.21413709223270416,
0.023412588983774185,
-0.11388588696718216,
-0.1401476263999939,
0.29443421959877014,
0.2083585411310196,
-0.11482633650302887,
0.22615863382816315,
0.1771097630262375,
-0.2330557405948639,
-0.4272060692310333,
0.41676655411720276,
-0.19682951271533966,
-0.4156869351863861,
-0.4845806658267975,
0.0009358355309814215,
-0.2500707507133484,
-0.0882832482457161,
-0.41910985112190247,
-0.1701916605234146,
0.12206368148326874,
0.030738169327378273,
-0.011762102134525776,
-0.1612861305475235,
-0.1153210699558258,
-0.09937658160924911,
-0.04774854704737663,
0.1461014300584793,
-0.4231805205345154,
0.17303575575351715,
-0.25563284754753113,
0.2764597535133362,
0.322426438331604,
0.6396909356117249,
-0.2801319360733032,
0.35398441553115845,
-0.24942700564861298,
0.23179224133491516,
0.5141884684562683,
-0.0979825109243393,
-0.40645328164100647,
0.7154765129089355,
-0.07990354299545288,
-0.16850216686725616,
0.0801311656832695,
0.5803713798522949,
0.31936103105545044,
-0.07076786458492279,
0.14847804605960846,
0.6385688781738281,
0.1840558499097824,
0.23282761871814728,
-0.393238365650177,
-0.02909710817039013,
0.0782502293586731,
0.4464016854763031,
-0.41053515672683716,
0.16327162086963654,
0.14069055020809174,
-0.0007512752781622112,
0.19591328501701355,
0.05193106457591057,
-0.08485054224729538,
0.2653442919254303,
0.24142974615097046,
-0.01648004911839962,
0.037739235907793045,
0.23709961771965027,
-0.16616034507751465,
0.13616697490215302,
0.4677138924598694,
-0.20218248665332794,
0.03263765946030617,
-0.19645677506923676,
-0.3855069875717163,
0.32654353976249695,
-0.09738152474164963,
0.5834565162658691,
-0.20679040253162384,
-0.022345980629324913,
0.09193866699934006,
-0.16232718527317047,
-0.16923978924751282,
-0.07819321751594543,
-0.2837655544281006,
-0.10431597381830215,
-0.06295549869537354,
0.05521790683269501,
0.19841209053993225,
-0.03769804164767265,
-0.37566423416137695,
-0.022458598017692566,
0.023802360519766808,
0.057233776897192,
-0.20016129314899445,
0.2730817198753357,
0.1836065649986267,
-0.0312015563249588,
-0.02944019064307213,
0.22632350027561188,
0.10675941407680511,
0.06800819933414459,
0.3422228991985321,
0.013677677139639854,
0.21213480830192566,
-0.2573305666446686,
-0.07577914744615555,
0.46996480226516724,
-0.19533084332942963,
0.21481671929359436,
-0.23500476777553558,
-0.09433681517839432,
0.37957963347435,
0.1608310490846634,
0.14990146458148956,
-0.021849114447832108,
0.19160296022891998,
0.2930190861225128,
0.23110924661159515,
0.30507808923721313,
-0.2529482841491699,
0.26798176765441895,
0.2955796718597412,
-0.34330984950065613,
-0.05993570387363434,
0.23463204503059387,
0.021672794595360756,
-0.2941650152206421,
-0.02410653978586197,
-0.08608639985322952,
0.36561328172683716,
0.10096371173858643,
0.023207761347293854,
-0.32527416944503784,
-0.05099201574921608,
-0.19014224410057068,
0.15656767785549164,
-0.08559349924325943,
-0.15529780089855194,
0.12011447548866272,
-0.07849156856536865,
-0.14495013654232025,
-0.3378223776817322,
0.05295795947313309,
0.11459942162036896,
0.40823349356651306,
-0.3593491017818451,
0.20512782037258148,
-0.11272051185369492,
0.11539384722709656,
0.00012905712355859578,
-0.3107719421386719,
0.10942938178777695,
-0.22159922122955322,
-0.20334570109844208,
0.2541103661060333,
-0.05174888297915459,
-0.16136327385902405,
-0.06214350089430809,
0.34968283772468567,
0.19647781550884247,
-0.48542821407318115,
-0.3430975675582886,
-0.2745360732078552,
-0.11072247475385666,
-0.16612772643566132,
0.40144211053848267,
0.1267108917236328,
0.22307266294956207,
-0.05987166613340378,
-0.1314961016178131,
-0.21717330813407898,
-0.1485181301832199,
-0.1381504088640213,
0.030466353520751,
0.13910716772079468,
-0.1723213493824005,
0.334189772605896,
-0.5773807168006897,
-0.05464782565832138,
0.2761107087135315,
-0.3274300694465637,
-0.22200757265090942,
0.4210558831691742,
-0.10175470262765884,
-0.31896883249282837,
0.02062603272497654,
0.1182103082537651,
-0.11741247773170471,
-0.22526435554027557,
0.1939539611339569,
0.06011122092604637,
0.17464908957481384,
-0.27029287815093994,
0.12876339256763458,
0.02017136849462986,
0.46857160329818726,
-0.253742516040802,
-0.17099331319332123,
-0.2462952733039856,
0.639253556728363,
0.014165814034640789,
-0.25465497374534607,
-0.021695001050829887,
0.15612025558948517,
-0.06782787293195724,
-0.01921546459197998,
-0.5329583287239075,
0.21371763944625854,
-0.41072165966033936,
0.4174286723136902,
-0.24035075306892395,
0.11014731973409653,
0.11097484827041626,
-0.2708200514316559,
0.04011339321732521,
0.2173805832862854,
-0.04778328910470009,
0.17580585181713104,
0.08638707548379898,
0.04552093520760536,
0.022664355114102364,
0.5955454111099243,
-0.24430875480175018,
0.332994282245636,
-0.27108582854270935,
-0.1361757218837738,
0.36351045966148376,
-0.03905802220106125,
0.19483914971351624,
-0.3454588055610657,
-0.19800372421741486,
-0.26568925380706787,
0.12326323986053467,
-0.3189105987548828,
0.19594500958919525,
-0.012941413559019566,
-0.3360693156719208,
0.016246220096945763,
-0.007708436343818903,
-0.05001843720674515,
-0.05271929129958153,
0.29950347542762756,
0.009621347300708294,
0.04432622715830803,
-0.14022862911224365,
0.20285184681415558,
-0.38209769129753113,
-0.24293354153633118,
-0.08646754920482635,
0.0005124637391418219,
0.13928015530109406,
-0.2710655629634857,
-0.5346094369888306,
-0.0809866413474083,
-0.40784165263175964,
0.16139915585517883,
-0.1725642830133438,
0.45671695470809937,
0.09026414155960083,
-0.3383495509624481,
0.46574530005455017,
-0.0053457035683095455,
0.5948353409767151,
0.3084183931350708,
0.0827639251947403,
0.19233334064483643,
-0.20196278393268585,
-0.6922327876091003,
0.05362558364868164,
0.23208299279212952,
-0.05324403941631317,
0.3043690025806427,
0.6459017992019653,
-0.025587741285562515,
-0.13513466715812683,
-0.0998535007238388,
0.35062503814697266,
-0.21396580338478088,
-0.4529125690460205,
-0.18064942955970764,
-0.37299588322639465,
-0.139570951461792,
0.1319063901901245,
0.18394364416599274,
0.48202016949653625,
0.41244980692863464,
-0.03133232891559601,
-0.20820562541484833,
-0.13885174691677094,
0.06311196833848953,
0.07521960139274597,
0.3415224552154541,
-0.0943397656083107,
0.4265581965446472,
-0.3278442323207855,
0.16689027845859528,
-0.16392424702644348,
0.45065176486968994,
-0.1249106377363205,
-0.05514536052942276,
0.3552740216255188,
-0.17892199754714966,
0.03738300874829292,
0.3945654034614563,
0.21304920315742493,
0.10879790037870407,
-0.12930934131145477,
0.17535355687141418,
-0.21597301959991455,
-0.075447678565979,
-0.16391493380069733,
-0.0365847572684288,
0.039823226630687714,
-0.20665642619132996,
0.28043055534362793,
0.06470295041799545,
-0.03970661014318466,
0.2836984395980835,
-0.1028815507888794,
0.09373953193426132,
0.6956079602241516,
0.1971292495727539,
1.2087386846542358,
-0.49198129773139954,
0.03366784006357193,
0.12981875240802765,
0.18626689910888672,
-0.12520600855350494,
-0.1392667293548584,
-0.32745128870010376,
-0.40561214089393616,
0.11823968589305878,
0.13328635692596436,
-0.22277818620204926,
-0.11084005981683731,
0.37793684005737305,
0.14213880896568298,
-0.14575675129890442,
-0.28459829092025757,
0.31211239099502563,
-0.3484483063220978,
0.3731779456138611,
0.00014167213521432132,
-0.46626007556915283,
-0.5828540325164795,
-0.03655427694320679,
0.017629552632570267,
-0.10609358549118042,
-0.015919845551252365,
0.1835935264825821,
-0.01591106317937374,
-0.1761210560798645,
-0.06902208924293518,
-0.1480954885482788,
0.18522758781909943,
0.17996948957443237,
0.1777573972940445,
-0.22630971670150757,
-0.12023767828941345,
0.4478645920753479,
0.3832813799381256,
-0.0640566274523735,
0.007216355763375759,
0.1981431543827057,
0.07168656587600708,
0.14021842181682587,
0.11924447864294052,
-0.24170656502246857,
0.09063422679901123,
-0.10889589786529541,
0.008432251401245594,
-0.07126995921134949,
-0.1276836097240448,
-0.5348019003868103,
-0.09595011174678802,
0.22054991126060486,
0.34367549419403076,
-0.21527431905269623,
-0.2737521231174469,
-0.2669527232646942,
0.19507251679897308,
-0.06961771100759506,
0.0016728452173992991,
0.3451688587665558,
0.17467018961906433,
0.2470206767320633,
-0.08030819892883301,
-0.267012357711792,
0.0034179443027824163,
0.35977473855018616,
0.05233873799443245,
-0.24418382346630096,
0.2246299833059311,
0.04630594700574875,
-0.2307426631450653,
-0.20692157745361328,
0.3407578766345978,
0.265168696641922,
-0.494990736246109,
0.1304311901330948,
0.03530208021402359,
-0.04188096523284912,
0.06730316579341888,
0.13296546041965485,
0.15851737558841705,
0.015713626518845558,
-0.13758790493011475,
-0.20126581192016602,
-0.5275340676307678,
-0.0297443438321352,
0.23160356283187866,
0.09611179679632187,
0.15362441539764404,
-0.5203174352645874,
-0.2615037262439728,
0.012294284999370575,
-0.12918342649936676,
0.06790626794099808,
-0.02117195911705494,
0.1300712376832962,
0.021992230787873268,
-0.05493063107132912,
0.1272864043712616,
-0.17012634873390198,
0.044675104320049286,
-0.1215181052684784,
0.035341110080480576,
-0.0732465386390686,
0.05959073826670647,
0.2262462079524994,
-0.01835877262055874,
-0.28511229157447815,
-0.22976642847061157,
-0.4710474908351898,
-0.20373889803886414,
-0.35480162501335144,
-0.08405013382434845,
0.10967618227005005,
-0.0829448401927948,
-0.3674424886703491,
0.3324754536151886,
0.13708482682704926,
0.009759909473359585,
0.4062235653400421,
-0.06025073304772377,
0.4979400038719177,
-0.058612968772649765,
0.06563669443130493,
0.1778939813375473,
-0.16660717129707336,
-0.2706594467163086,
0.21734537184238434,
0.3430083692073822,
-0.11296451836824417,
0.3921229839324951,
-0.2453586459159851,
0.05556024610996246,
0.23457977175712585,
0.007281178142875433,
0.19702459871768951,
-0.15959912538528442,
-0.28894615173339844,
0.27707839012145996,
0.04972343146800995,
-0.009357038885354996,
-0.279538631439209,
-0.04323677346110344,
-0.10914324223995209,
-0.25316083431243896,
0.3529641032218933,
0.42701223492622375,
-0.20799405872821808,
-0.08079095929861069,
0.04774799197912216,
0.5593771934509277,
0.014237646944820881,
-0.4618857502937317,
0.5625966787338257,
-0.028303885832428932,
-0.01953274756669998,
0.15429364144802094,
0.20694796741008759,
0.06147771328687668,
0.5321904420852661,
-0.20333269238471985,
0.059836190193891525,
0.3535826802253723,
0.5532022714614868,
-0.4282674193382263,
-0.33454716205596924,
0.3514855206012726,
0.2562895119190216,
-0.26428523659706116,
-0.12043522298336029,
0.17630106210708618,
0.19150520861148834,
-0.20004582405090332,
-0.09628959745168686,
-0.24199996888637543,
0.28567686676979065,
-0.22136865556240082,
0.061602942645549774,
-0.37614157795906067,
-0.003955475986003876,
-0.02977004088461399,
0.16927608847618103,
-0.25970906019210815,
0.01753622479736805,
-0.2455752193927765,
0.3440791368484497,
0.06412156671285629,
0.04441365227103233,
0.05839589983224869,
0.06098907068371773,
0.0008988482877612114,
-0.4227384924888611,
-0.02325248531997204,
-0.3469661772251129,
-0.03252647817134857,
0.29492855072021484,
-0.29106447100639343,
0.3708650469779968,
0.492054283618927,
0.00808595959097147,
0.0534115694463253,
-0.05987820029258728,
-0.04628050699830055,
0.019048845395445824,
0.21012789011001587,
-0.10836660116910934,
0.34071478247642517,
0.14415760338306427,
-0.11360751837491989,
-0.06548656523227692,
-0.4170871078968048,
-0.16914363205432892,
0.42949342727661133,
0.08753781020641327,
0.3718036711215973,
0.08222205936908722,
-0.31478574872016907,
-0.2893887758255005,
0.08420579880475998,
-0.09285759180784225,
-0.18364500999450684,
0.23887184262275696,
0.018664374947547913,
0.13826216757297516,
-0.05493926629424095,
-0.044366586953401566,
-0.33144909143447876,
0.5940253734588623,
0.319492906332016,
-0.362703800201416,
-0.18002498149871826,
-0.311111181974411,
-0.6691554188728333,
0.07976115494966507,
0.05652850493788719,
-0.07673890143632889,
0.3885866701602936,
0.2282046377658844,
0.44218963384628296,
0.05083896219730377,
-0.10750053822994232,
0.011396425776183605,
-0.11682426929473877,
0.3702003061771393,
-0.038271013647317886,
0.037990372627973557,
0.0463448204100132,
0.2053327113389969,
-0.243644118309021,
-0.4843665659427643,
0.4108673930168152,
0.16884954273700714,
-0.10001089423894882,
-0.11844205111265182,
0.00331532908603549,
-0.2772936522960663,
0.41297492384910583,
0.3902546763420105,
0.007205447182059288,
0.12701039016246796,
0.329939603805542,
0.05923094227910042,
0.2613455653190613,
-0.09722177684307098,
0.0697031244635582,
0.2434340864419937,
-0.07782302796840668,
-0.045393265783786774,
-0.0346200130879879,
0.3828948140144348,
-0.1904076486825943,
0.010125022381544113,
-0.2644209861755371,
-0.16413745284080505,
-0.1226106584072113,
-0.012483777478337288,
-0.22969374060630798,
0.27830058336257935,
0.232264444231987,
0.021879704669117928,
0.17754727602005005,
0.24545367062091827,
-0.23127327859401703,
-0.05542502552270889,
0.21426214277744293,
-0.018071938306093216,
-0.1550241857767105,
0.060233067721128464,
0.18807049095630646,
0.196845144033432,
0.18797636032104492,
-0.33728423714637756,
-0.15184548497200012,
0.23160377144813538,
-0.12020403146743774,
-0.11695020645856857,
0.41540032625198364,
-0.24521127343177795,
0.19906830787658691,
-0.14447014033794403,
0.26338642835617065,
-0.10303320735692978,
-0.06553271412849426,
-0.40623414516448975,
-0.2756510078907013
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | Strangely, even when I manually created `np.arrays` of specific `dtypes`, the types in the final `dataset_info.json` that gets written are still `int64`.
Update: I tried creating lists of `int8`s and got the same result. | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 34 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
Strangely, even when I manually created `np.arrays` of specific `dtypes`, the types in the final `dataset_info.json` that gets written are still `int64`.
Update: I tried creating lists of `int8`s and got the same result. | [
-0.2173987478017807,
-0.1876722127199173,
-0.05202405899763107,
0.33667105436325073,
0.32998862862586975,
0.034900959581136703,
0.4153965711593628,
0.2823086082935333,
0.678605854511261,
-0.10994819551706314,
0.1326243132352829,
0.5752292275428772,
0.19425342977046967,
-0.04714962840080261,
0.14439475536346436,
0.117411769926548,
0.35872751474380493,
0.27223923802375793,
0.3763955235481262,
-0.17644226551055908,
-0.30608800053596497,
0.0475459061563015,
-0.037080418318510056,
-0.031993359327316284,
-0.08330157399177551,
-0.06509509682655334,
0.05674310401082039,
0.011634986847639084,
-0.19991488754749298,
-0.3068855404853821,
0.1065618023276329,
-0.09480555355548859,
0.2616825997829437,
0.23809249699115753,
-0.00012925533519592136,
-0.18575100600719452,
0.12671005725860596,
0.09819374233484268,
-0.24223530292510986,
0.32435181736946106,
0.4163017272949219,
-0.4820280373096466,
0.2607611119747162,
-0.3481029272079468,
0.10999996215105057,
-0.49553757905960083,
-0.27199554443359375,
-0.32159408926963806,
-0.03164166957139969,
-0.13417112827301025,
0.02469061315059662,
0.4677751958370209,
-0.22414743900299072,
0.1327083259820938,
-0.20115908980369568,
0.43922510743141174,
-0.21936239302158356,
-0.007172477897256613,
0.4425099194049835,
0.058292701840400696,
-0.048581235110759735,
-0.0865369439125061,
-0.14066913723945618,
-0.01583119109272957,
0.4063596725463867,
0.0615016371011734,
0.20554499328136444,
0.12287969142198563,
0.06945747882127762,
0.17281965911388397,
0.6207132935523987,
0.03346177935600281,
-0.07076244801282883,
-0.24855636060237885,
-0.14892823994159698,
-0.24607500433921814,
0.4324032664299011,
0.036254044622182846,
-0.23574088513851166,
0.17170636355876923,
-0.176275372505188,
-0.0015281555242836475,
-0.07333775609731674,
0.25048354268074036,
-0.13082702457904816,
-0.16166764497756958,
-0.011007318273186684,
0.15915228426456451,
0.3527543246746063,
-0.1964053213596344,
0.07741688936948776,
-0.0155619652941823,
0.00912133976817131,
0.3035268187522888,
-0.3383491337299347,
-0.2830924093723297,
0.05150628462433815,
-0.007968923076987267,
-0.07808634638786316,
0.06347257643938065,
0.16223950684070587,
0.24952886998653412,
-0.2331535965204239,
-0.047210466116666794,
0.2891204357147217,
0.3608788847923279,
-0.03287426382303238,
0.006886173039674759,
0.09100855886936188,
-0.33890023827552795,
0.06944775581359863,
0.020034251734614372,
-0.16763612627983093,
0.08301958441734314,
0.3784146308898926,
-0.4967733323574066,
-0.2162388414144516,
-0.15001274645328522,
-0.02084314078092575,
0.24002432823181152,
0.36365199089050293,
0.01600988768041134,
0.17315423488616943,
0.1814384013414383,
0.07714763283729553,
0.6115541458129883,
-0.09769826382398605,
0.07282516360282898,
-0.16298358142375946,
-0.17398741841316223,
-0.01977119781076908,
-0.31064826250076294,
-0.11812666803598404,
0.08500922471284866,
0.14966759085655212,
0.3727174401283264,
-0.04596908763051033,
0.1671040952205658,
-0.27152925729751587,
0.01579388976097107,
-0.0969666838645935,
-0.1131131500005722,
0.3125566244125366,
0.2298928052186966,
-0.09878294169902802,
0.25574350357055664,
0.14606791734695435,
-0.28912949562072754,
-0.44971224665641785,
0.3425273299217224,
-0.13587361574172974,
-0.29431939125061035,
-0.45429226756095886,
-0.02502439171075821,
-0.26716670393943787,
-0.019694378599524498,
-0.43914398550987244,
-0.10766659677028656,
0.1381552368402481,
0.025516653433442116,
-0.012243296019732952,
-0.20783661305904388,
-0.08296932280063629,
-0.11182127892971039,
-0.08856164664030075,
0.08495551347732544,
-0.45105594396591187,
0.17496232688426971,
-0.2742938697338104,
0.2847522795200348,
0.2883862257003784,
0.6702420115470886,
-0.20672748982906342,
0.22992967069149017,
-0.1860373169183731,
0.3189181983470917,
0.41101178526878357,
-0.09777377545833588,
-0.31156012415885925,
0.7315456867218018,
-0.011710328049957752,
-0.14590398967266083,
0.13381046056747437,
0.526626467704773,
0.24968953430652618,
-0.0425945483148098,
0.13652388751506805,
0.6743006706237793,
0.17488029599189758,
0.2215827852487564,
-0.29070839285850525,
-0.08665826916694641,
0.04817105084657669,
0.4137924611568451,
-0.4890212118625641,
0.12408873438835144,
0.12507691979408264,
-0.05447619780898094,
0.1471737176179886,
0.045615002512931824,
-0.05028984695672989,
0.2346312254667282,
0.2530581057071686,
-0.09900984913110733,
0.056477367877960205,
0.3052900731563568,
-0.3008292317390442,
0.10533841699361801,
0.3949754238128662,
-0.1805676519870758,
0.03432663902640343,
-0.20429058372974396,
-0.2784736156463623,
0.3042505979537964,
-0.02897217497229576,
0.5546164512634277,
-0.18155205249786377,
0.08272852748632431,
0.0816989541053772,
-0.12093300372362137,
-0.15712939202785492,
-0.13328802585601807,
-0.2426026314496994,
-0.1102130264043808,
-0.18193189799785614,
0.008192145265638828,
0.23392771184444427,
-0.05042944848537445,
-0.3065251410007477,
-0.019636068493127823,
0.026908427476882935,
-0.03845565766096115,
-0.1630454808473587,
0.23656360805034637,
0.20025654137134552,
0.0035284257028251886,
-0.03089582361280918,
0.1877441257238388,
0.15198273956775665,
0.08071330934762955,
0.3181469738483429,
0.05287335813045502,
0.17471525073051453,
-0.278015673160553,
-0.17613334953784943,
0.5037499666213989,
-0.189139261841774,
0.22163216769695282,
-0.2732481360435486,
-0.07846768945455551,
0.45787012577056885,
0.18973352015018463,
0.0803912952542305,
-0.08699388802051544,
0.11228732764720917,
0.3219030201435089,
0.1343204379081726,
0.2910538613796234,
-0.23326922953128815,
0.34274226427078247,
0.41296377778053284,
-0.3111324906349182,
-0.07542584091424942,
0.20762789249420166,
0.016248328611254692,
-0.3657490611076355,
-0.005465598311275244,
-0.06875017285346985,
0.3628411591053009,
0.0558839775621891,
0.050782568752765656,
-0.36969810724258423,
-0.051744118332862854,
-0.1846945434808731,
0.1200350672006607,
-0.09367667138576508,
-0.03465130180120468,
0.0992259532213211,
-0.04280626401305199,
-0.2816372513771057,
-0.3656868636608124,
0.06514355540275574,
0.11084093153476715,
0.3888586759567261,
-0.3100923001766205,
0.21804536879062653,
-0.19687752425670624,
0.06926179677248001,
0.016818396747112274,
-0.28617411851882935,
0.11094990372657776,
-0.1754750907421112,
-0.20480838418006897,
0.3162035644054413,
-0.07433775067329407,
-0.15240733325481415,
0.06496760249137878,
0.42300161719322205,
0.2276906967163086,
-0.4015130400657654,
-0.3833138346672058,
-0.23760303854942322,
-0.1568230539560318,
-0.17524220049381256,
0.3804140090942383,
0.1047096997499466,
0.17036356031894684,
-0.14517979323863983,
-0.15508241951465607,
-0.22535286843776703,
-0.18281808495521545,
-0.10960817337036133,
0.045892808586359024,
0.2592880427837372,
-0.12746669352054596,
0.38010191917419434,
-0.5672896504402161,
0.05625591427087784,
0.2641807198524475,
-0.28765082359313965,
-0.2858358323574066,
0.36604422330856323,
-0.1474810689687729,
-0.3140188157558441,
-0.03371646627783775,
0.039368726313114166,
-0.09024247527122498,
-0.21559631824493408,
0.3713662922382355,
0.07768706977367401,
0.18060745298862457,
-0.20342372357845306,
0.15041248500347137,
0.007472664583474398,
0.43695494532585144,
-0.22815977036952972,
-0.20467272400856018,
-0.23250043392181396,
0.6616538166999817,
-0.06105572357773781,
-0.24852238595485687,
-0.05579053983092308,
0.17840616405010223,
-0.10163611173629761,
-0.05872706323862076,
-0.5192955732345581,
0.16947874426841736,
-0.41420307755470276,
0.35849687457084656,
-0.19351628422737122,
0.03955259919166565,
0.11611881852149963,
-0.2936941683292389,
0.040714189410209656,
0.12321609258651733,
-0.1552179753780365,
0.22627685964107513,
0.1684095859527588,
0.10852845758199692,
0.09710972011089325,
0.6675196886062622,
-0.28415995836257935,
0.23352789878845215,
-0.12840448319911957,
-0.24365708231925964,
0.31387442350387573,
0.004558741580694914,
0.2500697374343872,
-0.4183478355407715,
-0.09972650557756424,
-0.2140563279390335,
0.132282555103302,
-0.2786402702331543,
0.20927304029464722,
-0.023074140772223473,
-0.3529033958911896,
0.056518763303756714,
0.05544792860746384,
-0.06459109485149384,
-0.05382748693227768,
0.2805732190608978,
0.0725998729467392,
-0.04823897406458855,
-0.09439678490161896,
0.3200042247772217,
-0.3532728850841522,
-0.21175815165042877,
-0.16105063259601593,
0.06506101787090302,
0.17115598917007446,
-0.14877310395240784,
-0.6796736717224121,
-0.1674274504184723,
-0.33323389291763306,
0.13927139341831207,
-0.2569192051887512,
0.5929819941520691,
0.022500328719615936,
-0.23313766717910767,
0.3818162977695465,
-0.026718949899077415,
0.5649266242980957,
0.23073698580265045,
0.1245870366692543,
0.16132785379886627,
-0.13294018805027008,
-0.6834195852279663,
0.07888372242450714,
0.2797006666660309,
-0.007019856013357639,
0.3291248679161072,
0.7125707268714905,
-0.18116992712020874,
-0.09999619424343109,
-0.14159947633743286,
0.33655139803886414,
-0.18524332344532013,
-0.39921608567237854,
-0.14935769140720367,
-0.43883591890335083,
-0.07078871876001358,
0.07911929488182068,
0.2100016325712204,
0.4462956190109253,
0.34054702520370483,
-0.04866011440753937,
-0.21841134130954742,
-0.11732420325279236,
0.05995260551571846,
0.09862477332353592,
0.3926590085029602,
-0.08409509807825089,
0.3604738116264343,
-0.28976717591285706,
0.20884884893894196,
-0.037922509014606476,
0.39523205161094666,
-0.014189147390425205,
-0.013174728490412235,
0.356596440076828,
-0.18685421347618103,
-0.04031713679432869,
0.3948361277580261,
0.21678733825683594,
-0.013731691054999828,
0.005016072653234005,
0.13838879764080048,
-0.2069515734910965,
-0.0761827677488327,
-0.13309338688850403,
-0.061947911977767944,
-0.0003998044121544808,
-0.24134007096290588,
0.3421107232570648,
0.04589105769991875,
0.03669830411672592,
0.2169334888458252,
-0.10645443946123123,
0.07308930903673172,
0.7005404829978943,
0.22822065651416779,
1.0924142599105835,
-0.4371308386325836,
0.04106926918029785,
0.15044568479061127,
0.15328894555568695,
0.04514683783054352,
-0.2118842601776123,
-0.26495981216430664,
-0.4133765697479248,
0.23593945801258087,
0.1291561871767044,
-0.24883873760700226,
-0.12277279794216156,
0.3823545575141907,
0.1817042976617813,
-0.1715879887342453,
-0.18666797876358032,
0.3809772729873657,
-0.32255008816719055,
0.4586809575557709,
-0.04985133931040764,
-0.5222054123878479,
-0.5489803552627563,
-0.05282861366868019,
-0.04924326390028,
-0.08315911144018173,
0.08038168400526047,
0.041178394109010696,
-0.05312143266201019,
-0.15679608285427094,
-0.06246206536889076,
-0.20560751855373383,
0.30192112922668457,
0.1975003480911255,
0.25394776463508606,
-0.26063045859336853,
-0.12551172077655792,
0.42298874258995056,
0.43248793482780457,
0.012652081437408924,
-0.12400980293750763,
0.17535459995269775,
0.049351129680871964,
0.11191557347774506,
0.1297537237405777,
-0.2778564393520355,
0.05156536027789116,
-0.08931688964366913,
0.03827901557087898,
-0.19612160325050354,
-0.1636035293340683,
-0.4552231431007385,
-0.13676387071609497,
0.11209883540868759,
0.16150125861167908,
-0.20727983117103577,
-0.22477293014526367,
-0.33665162324905396,
0.11603847146034241,
-0.040557026863098145,
-0.005504394881427288,
0.31547650694847107,
0.19006118178367615,
0.29589733481407166,
0.0065445969812572,
-0.2580958604812622,
-0.012700431980192661,
0.32660219073295593,
0.11724638938903809,
-0.24927020072937012,
0.21667951345443726,
0.09228643029928207,
-0.24081802368164062,
-0.23052765429019928,
0.36328428983688354,
0.3062566816806793,
-0.3923354744911194,
0.17964620888233185,
0.006199856288731098,
-0.07762996852397919,
0.021031418815255165,
0.06448140740394592,
0.10662233084440231,
0.07950074225664139,
-0.11342225968837738,
-0.23397447168827057,
-0.530972421169281,
0.048885736614465714,
0.1587396115064621,
0.14421166479587555,
0.18713350594043732,
-0.4553253650665283,
-0.2841465175151825,
-0.030121341347694397,
-0.10837727785110474,
0.03176913410425186,
-0.002247767522931099,
0.10258524119853973,
-0.044609446078538895,
-0.0486176535487175,
0.10317085683345795,
-0.15386150777339935,
0.014789869077503681,
-0.11884687095880508,
-0.05063733085989952,
-0.0317353755235672,
0.05758560448884964,
0.23092667758464813,
0.024380844086408615,
-0.30437037348747253,
-0.20058777928352356,
-0.5046970844268799,
-0.2750757038593292,
-0.3541998267173767,
-0.14331120252609253,
0.02482626400887966,
-0.05641576647758484,
-0.3651978075504303,
0.3095919191837311,
0.17716199159622192,
0.047855474054813385,
0.3821156620979309,
-0.035137880593538284,
0.5291314721107483,
-0.08385077118873596,
0.09064526855945587,
0.14198605716228485,
-0.14846767485141754,
-0.31300967931747437,
0.2056967169046402,
0.2749145030975342,
-0.07418212294578552,
0.36401379108428955,
-0.2556058168411255,
0.04516991600394249,
0.19686229526996613,
0.017087865620851517,
0.2804645001888275,
-0.17076368629932404,
-0.28760141134262085,
0.2010522335767746,
0.01519655529409647,
0.08783671259880066,
-0.2189321219921112,
-0.00904306024312973,
-0.07228359580039978,
-0.2755797803401947,
0.3545842468738556,
0.4353601336479187,
-0.22656850516796112,
-0.10171748697757721,
0.007661452516913414,
0.6051023006439209,
0.0567762665450573,
-0.3878491222858429,
0.55919349193573,
-0.12213056534528732,
-0.022498084232211113,
0.19008763134479523,
0.10206741839647293,
0.08795777708292007,
0.5890635848045349,
-0.15645267069339752,
0.04548697546124458,
0.3945411145687103,
0.5005426406860352,
-0.43877294659614563,
-0.25639641284942627,
0.2966640889644623,
0.3051191568374634,
-0.15790875256061554,
-0.03038942627608776,
0.2748240530490875,
0.2423793375492096,
-0.26209819316864014,
-0.09291007369756699,
-0.38736987113952637,
0.22686024010181427,
-0.28152838349342346,
-0.01161034032702446,
-0.44377830624580383,
-0.07701931893825531,
0.07869919389486313,
0.2058531492948532,
-0.3155549466609955,
0.04443490877747536,
-0.2954045832157135,
0.30631065368652344,
-0.004682724364101887,
-0.014125595800578594,
0.14626631140708923,
-0.055975694209337234,
-0.04381103068590164,
-0.37900540232658386,
0.04777787998318672,
-0.2433989942073822,
-0.054287418723106384,
0.21683429181575775,
-0.3252418637275696,
0.31331196427345276,
0.45640426874160767,
0.04468238726258278,
0.016498394310474396,
-0.06673602759838104,
-0.08281733095645905,
-0.008705566637217999,
0.2081095427274704,
-0.05901631340384483,
0.1394258439540863,
0.13059678673744202,
-0.10888990759849548,
0.0057667093351483345,
-0.41327860951423645,
-0.1747809797525406,
0.38415858149528503,
0.13877573609352112,
0.3312195837497711,
0.041033342480659485,
-0.25624576210975647,
-0.22172142565250397,
0.03179249167442322,
-0.017943700775504112,
-0.19988396763801575,
0.24816210567951202,
0.10707058012485504,
0.14068062603473663,
-0.10539693385362625,
-0.048918817192316055,
-0.42117229104042053,
0.6321425437927246,
0.1931619942188263,
-0.45750194787979126,
-0.12101547420024872,
-0.29580768942832947,
-0.49572205543518066,
0.08989153057336807,
0.018536733463406563,
-0.08423000574111938,
0.3733418583869934,
0.2994861602783203,
0.49354949593544006,
0.04187970981001854,
-0.13970370590686798,
0.06136959791183472,
-0.07761117815971375,
0.4077979624271393,
-0.08410365134477615,
0.008401735685765743,
0.042282767593860626,
0.25421541929244995,
-0.21449457108974457,
-0.47666990756988525,
0.4295177459716797,
0.21776854991912842,
-0.11160723865032196,
-0.19582779705524445,
0.11958695948123932,
-0.23762932419776917,
0.4204730987548828,
0.3587205708026886,
0.1112729087471962,
0.08403061330318451,
0.322786808013916,
-0.08306410908699036,
0.21859322488307953,
-0.12359210103750229,
0.077301025390625,
0.33009350299835205,
-0.10250258445739746,
0.08245193213224411,
-0.08370603621006012,
0.4998007118701935,
-0.23689623177051544,
-0.031085163354873657,
-0.3372485041618347,
-0.09288416802883148,
-0.1342756152153015,
0.047314487397670746,
-0.33812689781188965,
0.17389677464962006,
0.2373443841934204,
-0.013334386050701141,
0.2018321007490158,
0.24961036443710327,
-0.22245807945728302,
-0.0728701576590538,
0.25714173913002014,
0.030176904052495956,
-0.20300249755382538,
0.14159590005874634,
0.06723985821008682,
0.16134952008724213,
0.16631534695625305,
-0.33006376028060913,
-0.08233663439750671,
0.16796138882637024,
-0.1623264104127884,
-0.14814721047878265,
0.3159274756908417,
-0.2683696150779724,
0.07567371428012848,
-0.16050411760807037,
0.29905346035957336,
-0.02438509464263916,
-0.13280652463436127,
-0.4334264099597931,
-0.28278616070747375
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | Yes this is a known issue: #625
We're working on making the precision kept for numpy :)
To specify the precision of the integers, currently one needs to specify the output features with `.map(..., features=output_features)` | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 35 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
Yes this is a known issue: #625
We're working on making the precision kept for numpy :)
To specify the precision of the integers, currently one needs to specify the output features with `.map(..., features=output_features)` | [
-0.2853316068649292,
-0.2187875360250473,
-0.028098158538341522,
0.23458172380924225,
0.32534337043762207,
0.06384453922510147,
0.4536391794681549,
0.20494331419467926,
0.6538361310958862,
-0.03381219133734703,
0.10111376643180847,
0.4731716513633728,
0.1274629384279251,
-0.1699025183916092,
0.06348086148500443,
0.10077651590108871,
0.38457590341567993,
0.17021536827087402,
0.40072622895240784,
-0.22810032963752747,
-0.39280158281326294,
-0.02229224517941475,
-0.09566015005111694,
-0.026783891022205353,
-0.21283641457557678,
-0.10197878628969193,
-0.036141522228717804,
0.054455310106277466,
-0.10710321366786957,
-0.2511245608329773,
0.021519161760807037,
-0.1343868225812912,
0.33682864904403687,
0.2338036596775055,
-0.00012707387213595212,
-0.19987501204013824,
0.047525834292173386,
0.13460907340049744,
-0.22977006435394287,
0.35131555795669556,
0.4877161681652069,
-0.618904173374176,
0.216591477394104,
-0.38998493552207947,
0.15829816460609436,
-0.1895429939031601,
-0.3014674186706543,
-0.26657983660697937,
-0.03680511936545372,
-0.12143698334693909,
0.045073043555021286,
0.5076546669006348,
-0.23216408491134644,
0.1393103152513504,
-0.2855151295661926,
0.3035944998264313,
-0.20538069307804108,
0.06531413644552231,
0.49820607900619507,
0.05492613464593887,
-0.034579239785671234,
-0.05178285390138626,
-0.16833195090293884,
-0.030210064724087715,
0.30905675888061523,
0.10794481635093689,
0.4078361690044403,
0.11713239550590515,
-0.008019383996725082,
0.11995777487754822,
0.4965890049934387,
0.03355610743165016,
-0.08468494564294815,
-0.34170323610305786,
-0.11129554361104965,
-0.41445374488830566,
0.32938140630722046,
0.09119118005037308,
-0.3490360379219055,
0.17240731418132782,
-0.04704775661230087,
-0.07980329543352127,
0.013933687470853329,
0.22459650039672852,
-0.15581294894218445,
-0.09138079732656479,
0.019738228991627693,
0.13173434138298035,
0.2276473194360733,
-0.11481095105409622,
0.08456506580114365,
0.010316004976630211,
0.21365781128406525,
0.42485252022743225,
-0.42466598749160767,
-0.23531638085842133,
0.02082820050418377,
0.014245856553316116,
-0.16532571613788605,
0.010203971527516842,
0.18224315345287323,
0.25157541036605835,
-0.18628573417663574,
0.021925175562500954,
0.3129635453224182,
0.4280666410923004,
-0.1733577847480774,
0.18636228144168854,
0.09277414530515671,
-0.24336588382720947,
0.14129558205604553,
0.015263278037309647,
-0.10054484009742737,
0.04225853830575943,
0.5480368733406067,
-0.4681061804294586,
-0.16331252455711365,
-0.13201677799224854,
-0.14220550656318665,
0.22771474719047546,
0.4887232780456543,
-0.04178486764431,
0.15613314509391785,
0.14554491639137268,
0.08063575625419617,
0.569774329662323,
-0.05629647523164749,
0.11948350816965103,
-0.1807679831981659,
-0.15784695744514465,
-0.08431920409202576,
-0.33562514185905457,
-0.05626484379172325,
0.19030098617076874,
0.040299270302057266,
0.36838412284851074,
-0.0683651864528656,
0.15411996841430664,
-0.19811628758907318,
0.06852587312459946,
-0.11717135459184647,
-0.16450047492980957,
0.23330387473106384,
0.18566420674324036,
-0.13804198801517487,
0.25579026341438293,
0.13598237931728363,
-0.19318559765815735,
-0.4076725244522095,
0.42625951766967773,
-0.16461746394634247,
-0.34027206897735596,
-0.4790642559528351,
0.009015521965920925,
-0.1866094470024109,
0.0037990387063473463,
-0.353902131319046,
-0.16919158399105072,
0.22021624445915222,
0.06959941983222961,
-0.005202917847782373,
-0.24409404397010803,
-0.11406518518924713,
-0.1563967913389206,
-0.0493963398039341,
0.07692747563123703,
-0.30920594930648804,
0.1904052346944809,
-0.17174069583415985,
0.3061513602733612,
0.30658212304115295,
0.7243392467498779,
-0.18923792243003845,
0.21684503555297852,
-0.2830536663532257,
0.23718242347240448,
0.4602164328098297,
-0.04600876197218895,
-0.3574863374233246,
0.6271567940711975,
-0.10661159455776215,
-0.07849682122468948,
0.06418689340353012,
0.5633756518363953,
0.25295311212539673,
-0.19016613066196442,
0.14850056171417236,
0.6897591352462769,
0.10922130197286606,
0.19916102290153503,
-0.40904805064201355,
-0.07337847352027893,
0.09521961957216263,
0.4398111402988434,
-0.4073927104473114,
0.13201378285884857,
0.07750193774700165,
-0.03250366449356079,
0.2144826054573059,
0.10833098739385605,
-0.06704842299222946,
0.2884331941604614,
0.22472240030765533,
-0.08269558846950531,
-0.01573227159678936,
0.27096089720726013,
-0.17981691658496857,
0.1594812572002411,
0.41643285751342773,
-0.1629319041967392,
-0.03835272416472435,
-0.1796807199716568,
-0.32295680046081543,
0.3180891275405884,
-0.07883274555206299,
0.5116455554962158,
-0.15006554126739502,
0.023600008338689804,
0.12039776146411896,
-0.1022779792547226,
-0.07345881313085556,
-0.017424235120415688,
-0.28253382444381714,
-0.09660253673791885,
-0.11306257545948029,
0.015497749671339989,
0.1525222212076187,
-0.07541391998529434,
-0.3999120891094208,
0.011529825627803802,
0.06480789184570312,
0.014566497877240181,
-0.22117184102535248,
0.353946715593338,
0.1323070079088211,
-0.08655588328838348,
-0.11877413094043732,
0.266340434551239,
0.18616779148578644,
0.07910894602537155,
0.39644655585289,
0.09860743582248688,
0.20529355108737946,
-0.25057756900787354,
-0.11209960281848907,
0.4844500422477722,
-0.196254700422287,
0.15629684925079346,
-0.2818819582462311,
-0.0745493620634079,
0.4282442033290863,
0.1892058104276657,
0.14951974153518677,
-0.09093256294727325,
0.17811766266822815,
0.32161346077919006,
0.2176576554775238,
0.2503775358200073,
-0.22431373596191406,
0.23972506821155548,
0.29511475563049316,
-0.3496772050857544,
0.04048984870314598,
0.22248642146587372,
0.042781323194503784,
-0.2908240556716919,
-0.02335812710225582,
-0.19918671250343323,
0.3578401505947113,
0.07376866787672043,
0.0659104660153389,
-0.29416197538375854,
-0.09750842303037643,
-0.19707320630550385,
0.09821896255016327,
-0.013992801308631897,
-0.09826295077800751,
0.08082130551338196,
-0.04954599589109421,
-0.16877610981464386,
-0.26800572872161865,
0.1539381444454193,
0.044660378247499466,
0.3528861105442047,
-0.30591070652008057,
0.09731916338205338,
-0.012762462720274925,
0.2521744966506958,
-0.06047370657324791,
-0.3014185130596161,
0.05523286387324333,
-0.25556042790412903,
-0.21184596419334412,
0.2482575923204422,
-0.047424864023923874,
-0.14370805025100708,
-0.0814492329955101,
0.3157690167427063,
0.21437853574752808,
-0.36217501759529114,
-0.3067261576652527,
-0.2365986555814743,
-0.11833757907152176,
-0.16991713643074036,
0.3378150165081024,
0.08722090721130371,
0.19634222984313965,
-0.07358695566654205,
-0.1557125449180603,
-0.19352860748767853,
-0.09777449071407318,
-0.16801513731479645,
0.08165223896503448,
0.19382046163082123,
-0.18364094197750092,
0.35602477192878723,
-0.5311700105667114,
0.035094741731882095,
0.29573217034339905,
-0.2823813259601593,
-0.1642797738313675,
0.3820292055606842,
-0.09026599675416946,
-0.30415141582489014,
0.05622424930334091,
0.14902013540267944,
-0.2280774861574173,
-0.2262064814567566,
0.1455477923154831,
0.05636328458786011,
0.11589211970567703,
-0.28051096200942993,
0.09015268087387085,
-0.028888285160064697,
0.4666120707988739,
-0.19338302314281464,
-0.25134193897247314,
-0.18547576665878296,
0.6473256349563599,
0.03346656635403633,
-0.27932897210121155,
-0.14354480803012848,
0.08938267081975937,
-0.11679568141698837,
-0.08096987754106522,
-0.46405714750289917,
0.15442749857902527,
-0.39442649483680725,
0.5134141445159912,
-0.21227815747261047,
0.10998408496379852,
0.14665400981903076,
-0.310383141040802,
0.048179540783166885,
0.21147237718105316,
-0.0594051256775856,
0.1511206030845642,
0.15545304119586945,
0.12057891488075256,
0.0782572478055954,
0.6237226724624634,
-0.21364353597164154,
0.28854984045028687,
-0.17776000499725342,
-0.17282108962535858,
0.3498385548591614,
0.06958823651075363,
0.2416098266839981,
-0.35309356451034546,
-0.14647209644317627,
-0.2309073507785797,
0.07448375225067139,
-0.37593764066696167,
0.16597753763198853,
-0.014043593779206276,
-0.2986564338207245,
0.0301008652895689,
-0.007599064614623785,
-0.13198384642601013,
-0.0708855614066124,
0.2679995000362396,
0.044614970684051514,
0.06900584697723389,
-0.0856296494603157,
0.2743794918060303,
-0.3619644343852997,
-0.22059601545333862,
-0.07804279029369354,
-0.010208348743617535,
0.16853244602680206,
-0.24180908501148224,
-0.5344122052192688,
-0.12252781540155411,
-0.4297572374343872,
0.17826026678085327,
-0.1769813895225525,
0.5807364583015442,
0.09802552312612534,
-0.3366994559764862,
0.3795424997806549,
0.06240015849471092,
0.6375269889831543,
0.24693943560123444,
0.06084232032299042,
0.14157263934612274,
-0.13655902445316315,
-0.7212396860122681,
0.02862410433590412,
0.22835688292980194,
-0.11987423896789551,
0.36818262934684753,
0.6995572447776794,
-0.10672752559185028,
-0.09365260601043701,
-0.1264532208442688,
0.3635671138763428,
-0.23904505372047424,
-0.42941179871559143,
-0.14542169868946075,
-0.339548796415329,
-0.0486600436270237,
0.14128735661506653,
0.20775730907917023,
0.5102294087409973,
0.396598756313324,
0.003108237637206912,
-0.2096407413482666,
-0.04738872870802879,
-0.040210772305727005,
0.037988483905792236,
0.3384121358394623,
-0.05848308280110359,
0.36701640486717224,
-0.2865017354488373,
0.21275797486305237,
-0.16021452844142914,
0.41269946098327637,
-0.20220400393009186,
-0.07197505980730057,
0.3335326611995697,
-0.2052237093448639,
-0.01120078656822443,
0.36178287863731384,
0.23759245872497559,
-0.07244060933589935,
-0.1386767327785492,
0.20135580003261566,
-0.19702748954296112,
-0.1319127082824707,
-0.16178014874458313,
0.010737310163676739,
-0.026684125885367393,
-0.11307747662067413,
0.33122485876083374,
0.05990748479962349,
0.055409323424100876,
0.19731317460536957,
-0.25780007243156433,
0.1007327288389206,
0.6957806944847107,
0.20668138563632965,
1.0700020790100098,
-0.42970091104507446,
0.026172906160354614,
0.18307338654994965,
0.13322997093200684,
-0.0664953663945198,
-0.16220824420452118,
-0.2958099842071533,
-0.3466523587703705,
0.10414082556962967,
0.14308524131774902,
-0.20203973352909088,
-0.12702785432338715,
0.38578900694847107,
0.16550862789154053,
-0.07577018439769745,
-0.319340318441391,
0.264640748500824,
-0.31758078932762146,
0.37417739629745483,
0.02796196937561035,
-0.4371841251850128,
-0.5361628532409668,
-0.020622683688998222,
-0.00234048068523407,
-0.04538648948073387,
0.014670604839920998,
0.16559024155139923,
-0.017110444605350494,
-0.24218474328517914,
-0.0378912091255188,
-0.2156960517168045,
0.13155525922775269,
0.23879674077033997,
0.22911156713962555,
-0.30897730588912964,
-0.1866571605205536,
0.40683436393737793,
0.49679383635520935,
-0.1496446132659912,
-0.045080240815877914,
0.14935961365699768,
0.1311112493276596,
0.11462977528572083,
0.1725500226020813,
-0.20268391072750092,
0.12100227177143097,
-0.07908633351325989,
0.11398670077323914,
-0.11977582424879074,
-0.20744763314723969,
-0.41526952385902405,
-0.16806422173976898,
0.0990770161151886,
0.2944332957267761,
-0.2348845899105072,
-0.2459641695022583,
-0.41135838627815247,
0.22559939324855804,
-0.08799294382333755,
0.01712811551988125,
0.3532121181488037,
0.1283501237630844,
0.24083468317985535,
-0.11670307070016861,
-0.20578549802303314,
-0.03693859651684761,
0.37363341450691223,
0.09633321315050125,
-0.38266894221305847,
0.22738975286483765,
0.04788981378078461,
-0.23052828013896942,
-0.17430873215198517,
0.36323192715644836,
0.24706946313381195,
-0.40457895398139954,
0.16401681303977966,
0.016055727377533913,
-0.022865276783704758,
-0.03843165934085846,
0.1288539618253708,
0.2164088785648346,
0.022229785099625587,
-0.1649477630853653,
-0.2441231906414032,
-0.553936779499054,
-0.07415890693664551,
0.23397046327590942,
0.08614032715559006,
0.1739707887172699,
-0.539653480052948,
-0.22219379246234894,
0.059738438576459885,
-0.1364130824804306,
-0.03418581560254097,
-0.019055726006627083,
0.10441340506076813,
0.12571902573108673,
-0.007480875588953495,
0.14179544150829315,
-0.04432075843214989,
0.058747414499521255,
-0.14366289973258972,
-0.011272034607827663,
-0.06585903465747833,
0.10351381450891495,
0.19878634810447693,
-0.045675259083509445,
-0.31676581501960754,
-0.18721924722194672,
-0.44994139671325684,
-0.16622397303581238,
-0.35110053420066833,
-0.17271606624126434,
0.05607512220740318,
-0.06593620032072067,
-0.2894800007343292,
0.3735763430595398,
0.12479322403669357,
0.0399027056992054,
0.37562569975852966,
-0.09260936826467514,
0.4059257209300995,
-0.05962923914194107,
0.13812319934368134,
0.2167508751153946,
-0.16988950967788696,
-0.30511921644210815,
0.14277328550815582,
0.24663607776165009,
-0.10162404924631119,
0.3579626977443695,
-0.2795625627040863,
0.034239232540130615,
0.2548418641090393,
0.0009393660584464669,
0.1559847593307495,
-0.20342707633972168,
-0.33963537216186523,
0.20076921582221985,
0.06537197530269623,
-0.0298559982329607,
-0.2698592245578766,
-0.0048851086758077145,
-0.07078082859516144,
-0.25454312562942505,
0.3708541989326477,
0.4399251341819763,
-0.20431751012802124,
-0.1247815489768982,
0.0630115419626236,
0.5689047574996948,
-0.05426829308271408,
-0.4450153410434723,
0.7241827845573425,
-0.009848193265497684,
-0.015166080556809902,
0.1700901836156845,
0.08917484432458878,
0.05436783283948898,
0.5115527510643005,
-0.24731922149658203,
0.10561355203390121,
0.3380526900291443,
0.46343299746513367,
-0.4425361454486847,
-0.28387942910194397,
0.34340205788612366,
0.2554889917373657,
-0.2900565564632416,
-0.13494007289409637,
0.17698518931865692,
0.24248318374156952,
-0.2656915783882141,
-0.07729337364435196,
-0.284395307302475,
0.25976651906967163,
-0.3065812289714813,
0.07304468005895615,
-0.31762874126434326,
-0.014605147764086723,
0.03160005062818527,
0.08861004561185837,
-0.25664037466049194,
-0.017641602084040642,
-0.2150329351425171,
0.2963842749595642,
0.006171180866658688,
0.1056654155254364,
0.06638888269662857,
0.016993870958685875,
-0.05231785774230957,
-0.4044031798839569,
-0.03405587002635002,
-0.2851509749889374,
-0.047271840274333954,
0.20691066980361938,
-0.3241383731365204,
0.4127492904663086,
0.5296902656555176,
-0.01598161831498146,
0.1172255352139473,
0.04126477241516113,
-0.08098374307155609,
-0.021119367331266403,
0.1505696177482605,
-0.15378010272979736,
0.21459490060806274,
0.15045244991779327,
-0.09433820843696594,
-0.07718829810619354,
-0.3264720141887665,
-0.17220012843608856,
0.42793211340904236,
0.06872721016407013,
0.45128774642944336,
0.0068755424581468105,
-0.3435265123844147,
-0.2708037495613098,
-0.017402371391654015,
0.019483979791402817,
-0.2078588753938675,
0.22002774477005005,
0.03675878047943115,
0.10261362046003342,
-0.013148468919098377,
-0.03866002336144447,
-0.38879019021987915,
0.5161964297294617,
0.3052852749824524,
-0.40520811080932617,
-0.23700737953186035,
-0.27563124895095825,
-0.6192654967308044,
0.10230010002851486,
0.08523045480251312,
-0.15629814565181732,
0.4201321005821228,
0.22998246550559998,
0.4341728091239929,
0.11455707252025604,
-0.12354324012994766,
0.12116309255361557,
-0.10240059345960617,
0.45599156618118286,
-0.07287321984767914,
0.031668685376644135,
-0.015778349712491035,
0.17881610989570618,
-0.18815229833126068,
-0.4931194484233856,
0.42145127058029175,
0.21053950488567352,
-0.08320535719394684,
-0.14404316246509552,
0.11353124678134918,
-0.318313866853714,
0.49160706996917725,
0.4417492151260376,
0.08543533086776733,
0.0012173060094937682,
0.30909430980682373,
0.03436141088604927,
0.28617072105407715,
-0.049650609493255615,
0.03252100199460983,
0.2648926079273224,
-0.14445270597934723,
-0.006360200699418783,
-0.09984895586967468,
0.35384443402290344,
-0.24459393322467804,
0.0030525228939950466,
-0.23621748387813568,
-0.195100337266922,
-0.07650697976350784,
0.031768783926963806,
-0.22949154675006866,
0.21267764270305634,
0.32672736048698425,
-0.0665908232331276,
0.2403954565525055,
0.28297489881515503,
-0.2431827336549759,
-0.10565005242824554,
0.230581596493721,
0.04047340527176857,
-0.14722424745559692,
0.004578165244311094,
0.15739764273166656,
0.024926625192165375,
0.15474209189414978,
-0.3673830032348633,
-0.13488121330738068,
0.2557358741760254,
-0.10958047956228256,
-0.12404948472976685,
0.36038121581077576,
-0.22748138010501862,
0.13320240378379822,
-0.13061973452568054,
0.2775726318359375,
-0.10017124563455582,
-0.07503016293048859,
-0.40154069662094116,
-0.2252212017774582
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | Do you know what step is taking forever in the code ?
What happens if you interrupt the execution of the dataset loading ? | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 24 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
Do you know what step is taking forever in the code ?
What happens if you interrupt the execution of the dataset loading ? | [
-0.35770922899246216,
-0.1911458820104599,
-0.054289232939481735,
0.25220462679862976,
0.317802757024765,
0.07410068064928055,
0.41246363520622253,
0.201944962143898,
0.6933247447013855,
0.032103683799505234,
0.19329173862934113,
0.49876102805137634,
0.11994986981153488,
-0.08543789386749268,
0.07826478779315948,
0.14779053628444672,
0.3398176431655884,
0.23835521936416626,
0.4402107000350952,
-0.13399522006511688,
-0.30007198452949524,
-0.01537632942199707,
-0.1427362710237503,
0.042202357202768326,
-0.199423685669899,
-0.15087538957595825,
-0.052263595163822174,
0.05029093846678734,
-0.14582940936088562,
-0.2906322777271271,
0.01900125853717327,
-0.018463583663105965,
0.2739635407924652,
0.28162989020347595,
-0.00012624789087567478,
-0.2672606408596039,
0.06965155154466629,
0.19400694966316223,
-0.2356896847486496,
0.3061158061027527,
0.3798670470714569,
-0.4438560903072357,
0.20779253542423248,
-0.3478527069091797,
0.14909757673740387,
-0.2778463363647461,
-0.2573791444301605,
-0.32512423396110535,
-0.037322696298360825,
-0.16805750131607056,
0.045437172055244446,
0.44644004106521606,
-0.30128008127212524,
0.08908949047327042,
-0.17447614669799805,
0.31063133478164673,
-0.12210538983345032,
0.03392840921878815,
0.5823900103569031,
-0.05839698389172554,
-0.04538995027542114,
-0.07516932487487793,
-0.17392678558826447,
-0.13054679334163666,
0.4071654975414276,
0.05623858794569969,
0.27878338098526,
0.09986502677202225,
0.08400387316942215,
0.12612871825695038,
0.6219443678855896,
-0.020381566137075424,
0.050037238746881485,
-0.2161281853914261,
-0.07903692126274109,
-0.35771867632865906,
0.40005597472190857,
0.003064799355342984,
-0.323959082365036,
0.18735870718955994,
-0.08978243172168732,
-0.09547969698905945,
-0.0011595134856179357,
0.22606675326824188,
-0.18639597296714783,
-0.14115296304225922,
0.025637848302721977,
0.13442765176296234,
0.29870307445526123,
-0.11706956475973129,
0.055592168122529984,
-0.056311823427677155,
0.1497804820537567,
0.4445004463195801,
-0.4172324240207672,
-0.1911894977092743,
0.004220129922032356,
0.12442203611135483,
-0.17659665644168854,
0.10368246585130692,
0.14326706528663635,
0.21468158066272736,
-0.1279766708612442,
-0.015473421663045883,
0.2563345432281494,
0.37617456912994385,
-0.11284895241260529,
0.09652034193277359,
0.10396629571914673,
-0.3212369978427887,
-0.03959090635180473,
-0.03540969267487526,
-0.24974603950977325,
-0.018991058692336082,
0.4814789593219757,
-0.44710808992385864,
-0.20014995336532593,
-0.13231198489665985,
-0.055943939834833145,
0.20494572818279266,
0.4125044345855713,
-0.02357613295316696,
0.21817609667778015,
0.2371750771999359,
0.0863843783736229,
0.48740559816360474,
-0.09572816640138626,
-0.03337820619344711,
-0.20884139835834503,
-0.1472739428281784,
-0.06814190000295639,
-0.2910847067832947,
-0.18551474809646606,
0.19314688444137573,
0.04488079622387886,
0.2586336135864258,
-0.15288332104682922,
0.20157024264335632,
-0.2130119651556015,
0.06378135085105896,
-0.1322871446609497,
-0.15582281351089478,
0.25413399934768677,
0.15926243364810944,
-0.13267628848552704,
0.20268601179122925,
0.134843111038208,
-0.30924683809280396,
-0.4058168828487396,
0.40177878737449646,
-0.11365817487239838,
-0.35450947284698486,
-0.4384785592556,
0.013739753514528275,
-0.2659831941127777,
-0.032759252935647964,
-0.3687291741371155,
-0.09857694804668427,
0.0929257720708847,
0.0433790348470211,
-0.04096433147788048,
-0.18718650937080383,
-0.09545809030532837,
-0.046943504363298416,
0.005502949468791485,
0.19394852221012115,
-0.44629237055778503,
0.21342144906520844,
-0.22795695066452026,
0.22419551014900208,
0.297763854265213,
0.641292929649353,
-0.2757304012775421,
0.33657199144363403,
-0.263767808675766,
0.2700735628604889,
0.49105823040008545,
-0.0406595878303051,
-0.34312987327575684,
0.715548574924469,
-0.15045465528964996,
-0.19083485007286072,
0.02146110124886036,
0.5547382235527039,
0.2817493975162506,
-0.0781407579779625,
0.09289003908634186,
0.6829153895378113,
0.09842854738235474,
0.18084736168384552,
-0.37085774540901184,
-0.05091090872883797,
0.07244345545768738,
0.48677143454551697,
-0.4286136031150818,
0.18167556822299957,
0.1529923975467682,
-0.016682865098118782,
0.1958256959915161,
0.05719911307096481,
-0.07413084805011749,
0.25891703367233276,
0.23102006316184998,
0.022632984444499016,
0.03710110858082771,
0.21786656975746155,
-0.21010836958885193,
0.12584659457206726,
0.5279917120933533,
-0.2242012321949005,
-0.008204375393688679,
-0.18919572234153748,
-0.31300032138824463,
0.33447858691215515,
-0.13242466747760773,
0.6150864362716675,
-0.1887342631816864,
0.011144786141812801,
0.05306395888328552,
-0.15797914564609528,
-0.2006959170103073,
-0.027067869901657104,
-0.279372900724411,
-0.09781883656978607,
-0.12106397747993469,
0.006897141691297293,
0.14565666019916534,
-0.0332152396440506,
-0.4086243212223053,
-0.02882412075996399,
-0.01187067199498415,
0.006937834434211254,
-0.19495321810245514,
0.3073679208755493,
0.17596206068992615,
0.04970867559313774,
0.004963395651429892,
0.14394791424274445,
0.08917704224586487,
0.01355659868568182,
0.31732046604156494,
-0.03894742205739021,
0.23697681725025177,
-0.279132217168808,
-0.08358588814735413,
0.4249713718891144,
-0.22614136338233948,
0.2390497624874115,
-0.25779446959495544,
-0.13333705067634583,
0.3874959647655487,
0.09807655215263367,
0.13150134682655334,
0.04210803285241127,
0.2405785620212555,
0.31972426176071167,
0.28424492478370667,
0.29783275723457336,
-0.2933254837989807,
0.2334149330854416,
0.2815614342689514,
-0.3991183340549469,
-0.13067544996738434,
0.17067398130893707,
0.0838242918252945,
-0.2651280164718628,
-0.03762885555624962,
-0.10817321389913559,
0.2923419773578644,
0.12961451709270477,
0.044421013444662094,
-0.30269503593444824,
-0.05116936191916466,
-0.1725468784570694,
0.13345129787921906,
-0.028568709269165993,
-0.06550253182649612,
0.08216548711061478,
-0.07907957583665848,
-0.1506347507238388,
-0.3358420431613922,
0.000895864621270448,
0.1101570725440979,
0.4040704667568207,
-0.30228981375694275,
0.2084808647632599,
-0.10157513618469238,
0.06678049266338348,
-0.011513853445649147,
-0.2169555276632309,
0.1370064914226532,
-0.17463988065719604,
-0.2419862449169159,
0.2149675041437149,
-0.009561293758451939,
-0.13590073585510254,
-0.03982045128941536,
0.4075907766819,
0.1740257889032364,
-0.41360652446746826,
-0.38833391666412354,
-0.2927638590335846,
-0.15159469842910767,
-0.14576900005340576,
0.49023324251174927,
0.11442232877016068,
0.212969571352005,
-0.0206123236566782,
-0.14466716349124908,
-0.21131204068660736,
-0.18238265812397003,
-0.11958851665258408,
0.04845161736011505,
0.17046090960502625,
-0.19400955736637115,
0.33330637216567993,
-0.5447804927825928,
-0.039355307817459106,
0.21536995470523834,
-0.2854785919189453,
-0.26626938581466675,
0.3533627986907959,
-0.12886939942836761,
-0.331546813249588,
0.008426574058830738,
0.0862203910946846,
-0.1368306428194046,
-0.20574259757995605,
0.2223113775253296,
-0.002218215959146619,
0.11047710478305817,
-0.28180795907974243,
0.09971445053815842,
0.05128099396824837,
0.44671475887298584,
-0.257917195558548,
-0.17711114883422852,
-0.25613024830818176,
0.6002790927886963,
0.016812119632959366,
-0.24798543751239777,
-0.07195544242858887,
0.10865148901939392,
-0.1167464330792427,
-0.04590528458356857,
-0.542711615562439,
0.2715320587158203,
-0.4648793935775757,
0.4532851576805115,
-0.26373782753944397,
0.03982283174991608,
0.09439945220947266,
-0.25583937764167786,
0.03579758480191231,
0.2343970090150833,
-0.10717733204364777,
0.1661345660686493,
0.07421596348285675,
0.10167477279901505,
0.054877396672964096,
0.6813259124755859,
-0.22220617532730103,
0.3173040449619293,
-0.2216823548078537,
-0.1420518159866333,
0.3213465213775635,
0.01468323078006506,
0.2703050673007965,
-0.3492724299430847,
-0.1600702852010727,
-0.2527996897697449,
0.1392287015914917,
-0.360353022813797,
0.1603134572505951,
-0.08257263898849487,
-0.37041211128234863,
0.02584070712327957,
0.024462591856718063,
-0.02700372040271759,
-0.037663575261831284,
0.21606363356113434,
-0.03527655452489853,
0.0675724595785141,
-0.09721904993057251,
0.19489683210849762,
-0.36135414242744446,
-0.23533278703689575,
-0.14725923538208008,
0.024483587592840195,
0.16770173609256744,
-0.2305629551410675,
-0.638359785079956,
-0.06358662992715836,
-0.40902501344680786,
0.14628395438194275,
-0.18579228222370148,
0.44814956188201904,
0.03152432665228844,
-0.2720535695552826,
0.45755454897880554,
-0.01281757839024067,
0.6455439925193787,
0.3132844567298889,
0.06610569357872009,
0.1790159046649933,
-0.1667533814907074,
-0.6522543430328369,
0.05100639536976814,
0.2501663565635681,
-0.0701482966542244,
0.35102325677871704,
0.6979831457138062,
-0.024868465960025787,
-0.13246189057826996,
-0.08564252406358719,
0.35183343291282654,
-0.23398151993751526,
-0.504001796245575,
-0.15912461280822754,
-0.38021883368492126,
-0.11852378398180008,
0.2002321183681488,
0.14211420714855194,
0.5277097225189209,
0.38562607765197754,
-0.06890184432268143,
-0.1792730689048767,
-0.07305023819208145,
0.06714853644371033,
0.09465229511260986,
0.29616454243659973,
-0.07503269612789154,
0.43281951546669006,
-0.2789560556411743,
0.13897976279258728,
-0.15386754274368286,
0.4000520706176758,
-0.11495636403560638,
-0.028303099796175957,
0.3496228754520416,
-0.22143524885177612,
0.09193919599056244,
0.43162474036216736,
0.22278687357902527,
0.06503354012966156,
-0.11203477531671524,
0.20198751986026764,
-0.23728205263614655,
-0.021791009232401848,
-0.1702500283718109,
0.03530508652329445,
-0.04366756230592728,
-0.15173429250717163,
0.2699773907661438,
0.03807623311877251,
-0.0135924918577075,
0.23790696263313293,
-0.07892664521932602,
0.12830911576747894,
0.6811937689781189,
0.14082282781600952,
1.1918374300003052,
-0.4987132251262665,
-0.008294553495943546,
0.09612347930669785,
0.14300395548343658,
-0.10056938976049423,
-0.1519060730934143,
-0.3217867314815521,
-0.33884197473526,
0.08119084686040878,
0.14823991060256958,
-0.24898822605609894,
-0.12329252064228058,
0.4238465130329132,
0.16370336711406708,
-0.1260511875152588,
-0.240172877907753,
0.3148699700832367,
-0.34122103452682495,
0.4762752950191498,
0.008706432767212391,
-0.44261783361434937,
-0.4776335060596466,
-0.011277744546532631,
-0.01510130800306797,
-0.06988611817359924,
-0.03708316385746002,
0.17635220289230347,
0.018625397235155106,
-0.17604723572731018,
-0.039973024278879166,
-0.14250202476978302,
0.18106934428215027,
0.15281398594379425,
0.15709999203681946,
-0.2341354489326477,
-0.061759594827890396,
0.4883338510990143,
0.40867453813552856,
-0.008738512173295021,
-0.0027239425107836723,
0.2221081256866455,
0.07054013758897781,
0.1289338767528534,
0.1028665229678154,
-0.25000208616256714,
0.05714811012148857,
-0.1275208592414856,
0.042931389063596725,
-0.10806591808795929,
-0.15557359158992767,
-0.49906036257743835,
-0.11314012855291367,
0.16059744358062744,
0.351444810628891,
-0.12129534780979156,
-0.22764010727405548,
-0.23955771327018738,
0.20340308547019958,
-0.04677199944853783,
0.0184318944811821,
0.3179140090942383,
0.17374327778816223,
0.2757467031478882,
-0.02125978097319603,
-0.26733267307281494,
0.01626131683588028,
0.302054226398468,
0.017083704471588135,
-0.3022374212741852,
0.33094820380210876,
0.08656027168035507,
-0.24297864735126495,
-0.2007221281528473,
0.3777850866317749,
0.3468034565448761,
-0.42718398571014404,
0.11520640552043915,
-0.021538957953453064,
0.042957473546266556,
0.07889993488788605,
0.06875765323638916,
0.16838297247886658,
-0.013995948247611523,
-0.12388376146554947,
-0.23720818758010864,
-0.5546423196792603,
-0.05068190395832062,
0.18724164366722107,
0.1470961719751358,
0.21970270574092865,
-0.4283145070075989,
-0.2838522493839264,
0.09444986283779144,
-0.14462803304195404,
0.07142513245344162,
-0.11753994226455688,
0.12903408706188202,
0.09725437313318253,
-0.060409363359212875,
0.07079790532588959,
-0.16169890761375427,
0.057355526834726334,
-0.10874079167842865,
0.02783573605120182,
-0.09041878581047058,
0.0773821473121643,
0.21503767371177673,
-0.035608138889074326,
-0.2600279748439789,
-0.18348632752895355,
-0.4841848313808441,
-0.17619627714157104,
-0.3114585280418396,
-0.13650158047676086,
0.0177770908921957,
-0.04821767657995224,
-0.40427204966545105,
0.33324018120765686,
0.17706924676895142,
0.01367887668311596,
0.37672191858291626,
-0.03587144613265991,
0.42889222502708435,
-0.05987526476383209,
0.123934306204319,
0.20646609365940094,
-0.18626004457473755,
-0.29383954405784607,
0.18138854205608368,
0.34107279777526855,
-0.12960201501846313,
0.32391083240509033,
-0.24492642283439636,
0.06583981961011887,
0.22004222869873047,
-0.00479231309145689,
0.14786620438098907,
-0.12275093793869019,
-0.2767176330089569,
0.2896312475204468,
0.048109766095876694,
0.017741145566105843,
-0.22494512796401978,
-0.06192603334784508,
-0.13682866096496582,
-0.25016528367996216,
0.2854049503803253,
0.3567182123661041,
-0.1237793117761612,
-0.10790961980819702,
0.04490027204155922,
0.5746724605560303,
0.02023267187178135,
-0.47832831740379333,
0.5880821943283081,
-0.07038819789886475,
-0.03856942802667618,
0.22769030928611755,
0.23147636651992798,
-0.023739805445075035,
0.6256378889083862,
-0.2442818433046341,
0.06918061524629593,
0.3443625569343567,
0.6154090762138367,
-0.3641609251499176,
-0.34805768728256226,
0.33129584789276123,
0.2959238588809967,
-0.2161131650209427,
-0.1658431589603424,
0.17474795877933502,
0.18509379029273987,
-0.22197747230529785,
-0.1320071965456009,
-0.22781944274902344,
0.31736844778060913,
-0.2714669704437256,
0.10960186272859573,
-0.3770473897457123,
0.008414341136813164,
0.015545578673481941,
0.19574622809886932,
-0.259824275970459,
0.012041106820106506,
-0.28393810987472534,
0.29394039511680603,
0.04508044943213463,
0.07613656669855118,
0.0730990618467331,
0.006817931775003672,
-0.048345282673835754,
-0.41551637649536133,
-0.014570745639503002,
-0.3586176633834839,
-0.03203305974602699,
0.2837153375148773,
-0.2935304045677185,
0.34215399622917175,
0.48884478211402893,
-0.0014259915333241224,
0.07118795067071915,
-0.050182800740003586,
-0.09790941327810287,
0.050533734261989594,
0.1878015249967575,
-0.11988664418458939,
0.29702237248420715,
0.1994647979736328,
-0.10265257954597473,
-0.051739223301410675,
-0.4618653357028961,
-0.14802248775959015,
0.4318406879901886,
0.05954298377037048,
0.3271251916885376,
0.10061371326446533,
-0.29613205790519714,
-0.32137125730514526,
0.1229032352566719,
-0.07502920925617218,
-0.1075347363948822,
0.263337641954422,
0.0025236874353140593,
0.09568168967962265,
-0.05168403312563896,
-0.035060446709394455,
-0.38847559690475464,
0.5839488506317139,
0.36170321702957153,
-0.3527214825153351,
-0.21703943610191345,
-0.38361355662345886,
-0.6794731616973877,
0.07334283739328384,
0.039468634873628616,
-0.08091088384389877,
0.4049057066440582,
0.2302098125219345,
0.4591114819049835,
0.05034589394927025,
-0.1319798082113266,
0.10017834603786469,
-0.174891397356987,
0.3998599648475647,
-0.029577529057860374,
0.02789406105875969,
0.08285188674926758,
0.15512874722480774,
-0.2668428421020508,
-0.4360181987285614,
0.46216514706611633,
0.20742496848106384,
-0.10470632463693619,
-0.12703460454940796,
0.07791057229042053,
-0.3120552599430084,
0.3903244137763977,
0.35951516032218933,
0.006171702407300472,
0.12568217515945435,
0.34284621477127075,
0.10569734126329422,
0.28595632314682007,
-0.038630180060863495,
0.024041974917054176,
0.2289869338274002,
-0.08966255933046341,
-0.07773040235042572,
-0.05375299230217934,
0.4169667363166809,
-0.17115670442581177,
-0.030059274286031723,
-0.29942816495895386,
-0.10294163227081299,
-0.10976968705654144,
-0.07983632385730743,
-0.213845893740654,
0.26892220973968506,
0.30827197432518005,
-0.005026849452406168,
0.207860067486763,
0.2081071436405182,
-0.2628805935382843,
-0.021214468404650688,
0.24401679635047913,
0.018284358084201813,
-0.18102066218852997,
0.021586328744888306,
0.1300424337387085,
0.25620418787002563,
0.1501438170671463,
-0.26181894540786743,
-0.11831429600715637,
0.22754919528961182,
-0.15474027395248413,
-0.11179188638925552,
0.4511459469795227,
-0.2433210015296936,
0.18061451613903046,
-0.16490693390369415,
0.18354058265686035,
-0.08759327232837677,
-0.023801280185580254,
-0.45645222067832947,
-0.2792273163795471
] |
https://github.com/huggingface/datasets/issues/2099 | load_from_disk takes a long time to load local dataset | After a synchronous discussion, we found that the cache file sizes have an enormous effect on the loading speed: smaller cache files result in faster load times. `num_proc` controls the number of cache files that are being written and is inversely proportional to the individual file size. In other words, increase `num_proc` for smaller cache files :)
Maybe this can be highlighted somewhere in the docs. | I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :) | 66 | load_from_disk takes a long time to load local dataset
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helping (the total size seems to be smaller though).
Does anyone know what could be the issue? Or does the casting of that column to `int8` need to happen in the function that writes the arrow table instead of in the `map` where I create the list of integers?
Tagging @lhoestq since you seem to be working on these issues and PRs :)
After a synchronous discussion, we found that the cache file sizes have an enormous effect on the loading speed: smaller cache files result in faster load times. `num_proc` controls the number of cache files that are being written and is inversely proportional to the individual file size. In other words, increase `num_proc` for smaller cache files :)
Maybe this can be highlighted somewhere in the docs. | [
-0.3226241171360016,
-0.1608172059059143,
-0.07459092885255814,
0.24950340390205383,
0.29855337738990784,
0.038758523762226105,
0.4221411347389221,
0.28228941559791565,
0.7425704598426819,
-0.014208321459591389,
0.12869837880134583,
0.5218667387962341,
0.1710798442363739,
-0.06049477681517601,
0.102629154920578,
0.1128980740904808,
0.33520907163619995,
0.2497863471508026,
0.43940335512161255,
-0.10520104318857193,
-0.24601393938064575,
0.044713351875543594,
-0.07327231764793396,
0.002134912181645632,
-0.20164525508880615,
-0.07096539437770844,
0.049091946333646774,
0.060372717678546906,
-0.1569584459066391,
-0.3110065460205078,
0.057622455060482025,
-0.030136294662952423,
0.2484990954399109,
0.15607066452503204,
-0.00012407854956109077,
-0.2502489387989044,
0.09768533706665039,
0.1681644171476364,
-0.22154954075813293,
0.27775320410728455,
0.46923524141311646,
-0.454466849565506,
0.20954211056232452,
-0.3286706805229187,
0.10932036489248276,
-0.2615490257740021,
-0.2773526906967163,
-0.23449334502220154,
-0.1445314884185791,
-0.13924463093280792,
0.05780504643917084,
0.4935593903064728,
-0.3358246684074402,
0.03922829031944275,
-0.10544774681329727,
0.2524726986885071,
-0.21087652444839478,
0.027861041948199272,
0.5619881749153137,
-0.06428781151771545,
-0.1517486423254013,
-0.07232645899057388,
-0.16652575135231018,
-0.0186403077095747,
0.4654620289802551,
0.09135463088750839,
0.3007298409938812,
0.14813679456710815,
0.058619722723960876,
0.19848713278770447,
0.6188428401947021,
0.064719058573246,
0.0020859604701399803,
-0.25170135498046875,
-0.1446765512228012,
-0.32612788677215576,
0.4937448501586914,
-0.08503728359937668,
-0.28232651948928833,
0.1968885064125061,
-0.09191251546144485,
0.003224084386602044,
-0.0007410083198919892,
0.18871593475341797,
-0.12726779282093048,
-0.13712993264198303,
0.03568441793322563,
0.07392945140600204,
0.4173915386199951,
-0.08243405818939209,
0.09084824472665787,
0.08138839155435562,
0.11084134131669998,
0.380683571100235,
-0.44704097509384155,
-0.20224778354167938,
0.04748675227165222,
0.12675106525421143,
-0.15744344890117645,
0.12892204523086548,
0.2507876455783844,
0.28405484557151794,
-0.16239596903324127,
-0.014549974352121353,
0.19433651864528656,
0.4872797131538391,
-0.08866424858570099,
0.012222878634929657,
0.11127841472625732,
-0.2843342423439026,
-0.05222364142537117,
-0.02562553621828556,
-0.21610096096992493,
-0.08372282981872559,
0.45857012271881104,
-0.4411870539188385,
-0.28388890624046326,
-0.15481586754322052,
-0.026333637535572052,
0.152128204703331,
0.5146116018295288,
-0.08739890158176422,
0.2107793539762497,
0.22320011258125305,
0.0778515562415123,
0.6204026937484741,
-0.12894615530967712,
-0.040620096027851105,
-0.26988768577575684,
-0.19986608624458313,
-0.055529121309518814,
-0.30012035369873047,
-0.18921951949596405,
0.20598629117012024,
0.07793030887842178,
0.2282760888338089,
-0.06833411008119583,
0.16398733854293823,
-0.13428330421447754,
0.08258088678121567,
-0.11258900165557861,
-0.14151443541049957,
0.2363201379776001,
0.23053136467933655,
-0.12086920440196991,
0.17813950777053833,
0.1677367091178894,
-0.23451825976371765,
-0.46525758504867554,
0.3355947732925415,
-0.21280348300933838,
-0.41992810368537903,
-0.4273710548877716,
0.0072538284584879875,
-0.23774944245815277,
-0.06519658863544464,
-0.39558541774749756,
-0.09143204241991043,
0.11734923720359802,
0.005325656849890947,
-0.042243268340826035,
-0.20466503500938416,
-0.16644519567489624,
-0.11673431843519211,
-0.043594978749752045,
0.1261860579252243,
-0.378498375415802,
0.20955204963684082,
-0.16976583003997803,
0.24363327026367188,
0.3041902780532837,
0.7334471344947815,
-0.2841472029685974,
0.22973649203777313,
-0.21508276462554932,
0.3058837950229645,
0.4823344051837921,
-0.0905483067035675,
-0.39051634073257446,
0.6984352469444275,
-0.03154072165489197,
-0.19002370536327362,
0.122281514108181,
0.5592468976974487,
0.30140480399131775,
-0.10817411541938782,
0.08447229117155075,
0.6842629313468933,
0.15197177231311798,
0.193161278963089,
-0.44089704751968384,
-0.08897103369235992,
0.08636897057294846,
0.44852542877197266,
-0.44816499948501587,
0.21063683927059174,
0.14923937618732452,
-0.05319693312048912,
0.13880759477615356,
0.061864547431468964,
-0.08243373781442642,
0.21827085316181183,
0.18040908873081207,
-0.05368577316403389,
0.08357082307338715,
0.2880493104457855,
-0.2089420109987259,
0.18035578727722168,
0.3568315804004669,
-0.20014071464538574,
0.17453153431415558,
-0.16229002177715302,
-0.2808539569377899,
0.25786784291267395,
-0.06381848454475403,
0.5850841999053955,
-0.16558106243610382,
0.00025975416065193713,
0.12328226864337921,
-0.18954594433307648,
-0.182295560836792,
0.005673427600413561,
-0.2607095539569855,
-0.13385701179504395,
-0.11870969086885452,
-0.05387089028954506,
0.14954707026481628,
-0.027684403583407402,
-0.34819895029067993,
-0.11394702643156052,
0.027414042502641678,
0.05044414848089218,
-0.23078322410583496,
0.3136666715145111,
0.2384159117937088,
0.07283059507608414,
-0.05408938229084015,
0.25362730026245117,
0.11779934167861938,
0.07992520928382874,
0.38544416427612305,
-0.034891366958618164,
0.15779627859592438,
-0.28458070755004883,
-0.11336200684309006,
0.4743832051753998,
-0.19458156824111938,
0.20450034737586975,
-0.23936155438423157,
-0.13762569427490234,
0.4117898941040039,
0.15338771045207977,
0.1523718237876892,
0.01221682783216238,
0.2239196002483368,
0.32041725516319275,
0.31031858921051025,
0.3557277023792267,
-0.23611848056316376,
0.2998502850532532,
0.273362398147583,
-0.3111574649810791,
-0.16375108063220978,
0.19043134152889252,
0.06777173280715942,
-0.3896796405315399,
-0.04657712206244469,
-0.07187152653932571,
0.31781625747680664,
0.11086250096559525,
0.09678944945335388,
-0.365515798330307,
-0.12630122900009155,
-0.26890450716018677,
0.10357900708913803,
-0.09137289971113205,
-0.08132751286029816,
0.1268499195575714,
-0.08388381451368332,
-0.1407703012228012,
-0.34370172023773193,
0.07682234048843384,
0.05839289352297783,
0.37130314111709595,
-0.3226998448371887,
0.14422939717769623,
-0.1177649199962616,
0.10126513242721558,
0.0854586660861969,
-0.25845590233802795,
0.09924150258302689,
-0.19903381168842316,
-0.15694056451320648,
0.2382613718509674,
-0.05954396352171898,
-0.22309429943561554,
0.015561677515506744,
0.3806135952472687,
0.1620950847864151,
-0.3483736515045166,
-0.4424183964729309,
-0.29819515347480774,
-0.13660943508148193,
-0.144067645072937,
0.40893492102622986,
0.18002088367938995,
0.12408870458602905,
-0.05147036910057068,
-0.1754901260137558,
-0.15410391986370087,
-0.14170195162296295,
-0.13396897912025452,
0.09719135612249374,
0.16347987949848175,
-0.2072189450263977,
0.2906837463378906,
-0.5274926424026489,
-0.048018209636211395,
0.24452155828475952,
-0.39203429222106934,
-0.25494182109832764,
0.3617931604385376,
-0.14786413311958313,
-0.30171048641204834,
-0.06069747358560562,
0.05052747204899788,
-0.11360692232847214,
-0.2817184031009674,
0.20053404569625854,
0.02680373005568981,
0.16294413805007935,
-0.16707228124141693,
0.08406846970319748,
0.024106185883283615,
0.4369487166404724,
-0.20906394720077515,
-0.20050883293151855,
-0.33664393424987793,
0.6655768156051636,
-0.0674733966588974,
-0.29439982771873474,
-0.11067119985818863,
0.16262003779411316,
-0.09993834793567657,
0.017679885029792786,
-0.4852070212364197,
0.17546866834163666,
-0.3991001844406128,
0.4361284077167511,
-0.18724921345710754,
0.02319805882871151,
0.09022069722414017,
-0.2943101227283478,
-0.010011923499405384,
0.19437964260578156,
-0.07355852425098419,
0.2152552306652069,
0.14026786386966705,
0.07607650756835938,
0.05665358528494835,
0.5815755724906921,
-0.20339268445968628,
0.29373598098754883,
-0.1928667426109314,
-0.14415569603443146,
0.3797109127044678,
0.05088391155004501,
0.27698788046836853,
-0.38813021779060364,
-0.03853168338537216,
-0.23657377064228058,
0.07519154250621796,
-0.343319296836853,
0.19720911979675293,
-0.04194654896855354,
-0.3988679051399231,
0.0004406457010190934,
0.0113653764128685,
0.029694639146327972,
-0.02585439942777157,
0.2768125832080841,
0.003179164370521903,
0.05711517855525017,
-0.15805727243423462,
0.19552896916866302,
-0.3689615726470947,
-0.22074685990810394,
-0.03472135215997696,
0.005460758693516254,
0.16753721237182617,
-0.22629442811012268,
-0.5818343162536621,
-0.0450047068297863,
-0.45733678340911865,
0.11027256399393082,
-0.15113291144371033,
0.4317118525505066,
0.03268783167004585,
-0.32679590582847595,
0.4497896432876587,
0.016535693779587746,
0.599297821521759,
0.24267059564590454,
0.06538189202547073,
0.16910642385482788,
-0.19394414126873016,
-0.6289975047111511,
0.0009363259305246174,
0.28821519017219543,
-0.0558009035885334,
0.36408138275146484,
0.6817572116851807,
-0.020728182047605515,
-0.14278987050056458,
-0.17710289359092712,
0.2964545488357544,
-0.18256554007530212,
-0.4764572083950043,
-0.15646374225616455,
-0.31971198320388794,
-0.029884042218327522,
0.13619166612625122,
0.12239888310432434,
0.47304296493530273,
0.3970291018486023,
-0.051030971109867096,
-0.13971267640590668,
-0.07949074357748032,
0.056918807327747345,
0.10254642367362976,
0.3265591263771057,
-0.083136647939682,
0.40170708298683167,
-0.26652610301971436,
0.17240729928016663,
-0.14368240535259247,
0.3578260540962219,
-0.15942654013633728,
0.032903458923101425,
0.31694579124450684,
-0.1690722554922104,
-0.03789345547556877,
0.4042510390281677,
0.2179451286792755,
0.023043621331453323,
-0.09226927161216736,
0.17553117871284485,
-0.12898549437522888,
-0.08146655559539795,
-0.23953700065612793,
-0.08942891657352448,
0.06210038810968399,
-0.18281817436218262,
0.3073570132255554,
0.0337957888841629,
0.022925563156604767,
0.20294080674648285,
-0.17774449288845062,
0.1803438812494278,
0.6944704651832581,
0.2402532696723938,
1.1032586097717285,
-0.5289759635925293,
-0.04971795901656151,
0.0803685411810875,
0.1587391346693039,
-0.06739336997270584,
-0.21954110264778137,
-0.33319222927093506,
-0.34319159388542175,
0.05123549699783325,
0.14075525104999542,
-0.23787575960159302,
-0.09885427355766296,
0.3970498740673065,
0.12442924082279205,
-0.1359526664018631,
-0.17075450718402863,
0.24944202601909637,
-0.3618454933166504,
0.44921550154685974,
0.008147372864186764,
-0.48451462388038635,
-0.5036974549293518,
-0.018047645688056946,
-0.022632071748375893,
-0.07017618417739868,
0.05730687081813812,
0.1429816484451294,
-0.013757895678281784,
-0.10829603672027588,
-0.04672472923994064,
-0.19438277184963226,
0.1463373303413391,
0.16570326685905457,
0.23849377036094666,
-0.24132245779037476,
-0.1573362946510315,
0.45885467529296875,
0.41830095648765564,
-0.12785084545612335,
-0.05740636959671974,
0.20508353412151337,
0.09407636523246765,
0.15660613775253296,
0.14138570427894592,
-0.30122387409210205,
0.10084982961416245,
-0.16781605780124664,
0.04786476120352745,
-0.1583494246006012,
-0.18085286021232605,
-0.5726488828659058,
-0.029308320954442024,
0.12758828699588776,
0.25929343700408936,
-0.08126835525035858,
-0.21702755987644196,
-0.2679760158061981,
0.16145263612270355,
-0.056031808257102966,
0.03012002445757389,
0.335684597492218,
0.19790729880332947,
0.28787317872047424,
-0.06005415320396423,
-0.2725399136543274,
0.029441501945257187,
0.33199718594551086,
0.06957779079675674,
-0.2590421140193939,
0.15963342785835266,
0.02031896635890007,
-0.24587570130825043,
-0.1667047142982483,
0.26854950189590454,
0.25663208961486816,
-0.3890852630138397,
0.13515359163284302,
-0.005459471605718136,
-0.07113882899284363,
0.11057385802268982,
0.09179998189210892,
0.2113630324602127,
0.08339471369981766,
-0.15342514216899872,
-0.20422719419002533,
-0.5619235634803772,
-0.06939368695020676,
0.12084929645061493,
0.11973568797111511,
0.20277415215969086,
-0.5310313105583191,
-0.2314298450946808,
0.10634519904851913,
-0.14865940809249878,
0.022378282621502876,
-0.05147792026400566,
0.09781790524721146,
0.02508888766169548,
-0.09557794034481049,
0.08470945060253143,
-0.11041484028100967,
0.02459755912423134,
-0.12906013429164886,
-0.058206234127283096,
-0.09860128909349442,
0.06619089096784592,
0.20221053063869476,
-0.02617238275706768,
-0.3134867548942566,
-0.2149471938610077,
-0.44464004039764404,
-0.2229788899421692,
-0.40789440274238586,
-0.1421503722667694,
0.08219923079013824,
-0.11038423329591751,
-0.3081531822681427,
0.3577403724193573,
0.17710117995738983,
0.03944443538784981,
0.432691365480423,
-0.03321060538291931,
0.417044073343277,
-0.051041096448898315,
0.12919649481773376,
0.08428002148866653,
-0.19129283726215363,
-0.23470540344715118,
0.1777188926935196,
0.2868911325931549,
-0.1441698968410492,
0.30724814534187317,
-0.1540200412273407,
0.040707409381866455,
0.25401684641838074,
-0.05188332498073578,
0.12734320759773254,
-0.07524365931749344,
-0.2777112126350403,
0.188487708568573,
0.05850106105208397,
0.03167003020644188,
-0.27458274364471436,
-0.0376400351524353,
-0.10892142355442047,
-0.22376732528209686,
0.30371537804603577,
0.5891481637954712,
-0.21709026396274567,
0.030527863651514053,
0.022010760381817818,
0.5801920294761658,
-0.0736667811870575,
-0.45400241017341614,
0.5093350410461426,
-0.027350513264536858,
-0.019356336444616318,
0.2056339830160141,
0.10505707561969757,
0.015577079728245735,
0.5493292212486267,
-0.18379385769367218,
0.07237856835126877,
0.38120225071907043,
0.6312501430511475,
-0.4592191278934479,
-0.26528018712997437,
0.32736408710479736,
0.3456687927246094,
-0.2631084620952606,
-0.16159401834011078,
0.21697795391082764,
0.2208644300699234,
-0.19872824847698212,
-0.07727138698101044,
-0.2528800666332245,
0.254439115524292,
-0.24743768572807312,
0.013734439387917519,
-0.36800557374954224,
-0.004721881356090307,
-0.0032453646417707205,
0.20309367775917053,
-0.2940654158592224,
0.05959217995405197,
-0.20641444623470306,
0.35882285237312317,
0.02259197272360325,
0.0779862105846405,
0.08460065722465515,
0.0032433110754936934,
0.00852010678499937,
-0.35174718499183655,
-0.020923839882016182,
-0.3850735127925873,
-0.04446905478835106,
0.3163786828517914,
-0.22346025705337524,
0.3441751003265381,
0.4706104099750519,
0.01976393163204193,
0.004230160731822252,
-0.0007330634980462492,
-0.04439408332109451,
0.04510084167122841,
0.1677301824092865,
-0.10063202679157257,
0.21306131780147552,
0.13230352103710175,
-0.10801950842142105,
-0.07202093303203583,
-0.40066689252853394,
-0.26584917306900024,
0.4388965964317322,
0.06988000869750977,
0.3287578523159027,
0.14105480909347534,
-0.3015427887439728,
-0.2264057695865631,
0.11611704528331757,
-0.040153633803129196,
-0.129641592502594,
0.20200081169605255,
0.030520066618919373,
0.13413135707378387,
-0.018448205664753914,
-0.01976911723613739,
-0.34995344281196594,
0.6466864943504333,
0.32686200737953186,
-0.3764684796333313,
-0.15383300185203552,
-0.3429901599884033,
-0.6594375967979431,
0.09010358899831772,
0.1378404051065445,
0.01021913904696703,
0.43353214859962463,
0.2976468503475189,
0.4147019684314728,
0.0565115362405777,
-0.0912935733795166,
0.06807375699281693,
-0.08045707643032074,
0.3307952284812927,
-0.04416745901107788,
0.09970315545797348,
0.0676344782114029,
0.15457767248153687,
-0.21727240085601807,
-0.49321305751800537,
0.43013471364974976,
0.24216756224632263,
-0.08559535443782806,
-0.16171860694885254,
0.07675488293170929,
-0.22240197658538818,
0.5364193320274353,
0.343411922454834,
0.045685574412345886,
0.04470003396272659,
0.3310733437538147,
0.0513145849108696,
0.1851569265127182,
-0.049182068556547165,
0.06881209462881088,
0.16044561564922333,
-0.11989619582891464,
-0.07201220840215683,
-0.10180932283401489,
0.3515326976776123,
-0.17718464136123657,
0.07385971397161484,
-0.32178011536598206,
-0.1348327249288559,
-0.10106275975704193,
-0.053811460733413696,
-0.2531953752040863,
0.2246580272912979,
0.25785166025161743,
-0.007413429208099842,
0.25337058305740356,
0.16135694086551666,
-0.2900332808494568,
-0.001464063418097794,
0.16364555060863495,
-0.015230103395879269,
-0.13339972496032715,
-0.0005007956642657518,
0.15477021038532257,
0.2593907415866852,
0.21195614337921143,
-0.3160804808139801,
-0.19880221784114838,
0.17412318289279938,
-0.1279715746641159,
-0.1273602992296219,
0.43631476163864136,
-0.23842735588550568,
0.2239919751882553,
-0.17760513722896576,
0.17252592742443085,
-0.005529680754989386,
-0.06101766973733902,
-0.51132732629776,
-0.291289746761322
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | Hi ! We plan to add streaming features in the future.
This should allow to load a dataset instantaneously without generating the arrow table. The trade-off is that accessing examples from a streaming dataset must be done in an iterative way, and with an additional (but hopefully minor) overhead.
What do you think about this ?
If you have ideas or suggestions of what you expect from such features as a user, feel free to share them, this is really valuable to us ! | Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 84 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
Hi ! We plan to add streaming features in the future.
This should allow to load a dataset instantaneously without generating the arrow table. The trade-off is that accessing examples from a streaming dataset must be done in an iterative way, and with an additional (but hopefully minor) overhead.
What do you think about this ?
If you have ideas or suggestions of what you expect from such features as a user, feel free to share them, this is really valuable to us ! | [
-0.31087878346443176,
-0.30462753772735596,
-0.10252197086811066,
-0.047980062663555145,
0.06876859813928604,
-0.0700552687048912,
0.19108650088310242,
-0.05083465203642845,
0.1361461877822876,
0.15695080161094666,
0.30370640754699707,
0.19406825304031372,
-0.18489858508110046,
0.37308767437934875,
0.3175564408302307,
-0.007721250411123037,
0.12019176036119461,
0.4260939359664917,
-0.23057344555854797,
0.046886906027793884,
-0.007515263743698597,
-0.3915000855922699,
-0.10267186909914017,
-0.01201876811683178,
-0.02387547865509987,
-0.17914527654647827,
0.25617843866348267,
-0.22686690092086792,
-0.3328368663787842,
-0.29200536012649536,
-0.09484247118234634,
0.3715643584728241,
-0.14817160367965698,
0.16227489709854126,
-0.0001207906607305631,
-0.04288916289806366,
0.13746429979801178,
0.059048790484666824,
-0.584915816783905,
-0.10303358733654022,
-0.18410974740982056,
0.04249999672174454,
0.4369482398033142,
0.007586892228573561,
0.2101271003484726,
-0.35269179940223694,
-0.1396360993385315,
-0.49505871534347534,
0.10051632672548294,
-0.23421722650527954,
0.11558251082897186,
0.10272230207920074,
-0.3094596564769745,
0.23369243741035461,
0.3298904001712799,
0.453673392534256,
-0.5429470539093018,
0.07202044129371643,
0.23247984051704407,
0.04313666746020317,
-0.1210567057132721,
0.2974911034107208,
-0.20077039301395416,
-0.15289421379566193,
0.5350205302238464,
-0.0998745858669281,
-0.21070188283920288,
-0.40750652551651,
-0.07281817495822906,
0.30704405903816223,
0.872204601764679,
-0.23140764236450195,
-0.25882261991500854,
-0.30027949810028076,
0.29594364762306213,
-0.24925898015499115,
0.01992485485970974,
0.26727262139320374,
-0.18432852625846863,
0.06387903541326523,
-0.4113721549510956,
-0.5367265939712524,
-0.34018370509147644,
-0.08410320430994034,
0.5507417917251587,
-0.17500077188014984,
0.0372190997004509,
-0.006078821606934071,
0.1979062706232071,
0.0224977508187294,
0.6170966029167175,
-0.2264440357685089,
-0.20229600369930267,
0.18203695118427277,
-0.1922791600227356,
-0.21221671998500824,
-0.056399352848529816,
0.2362247109413147,
0.19039826095104218,
0.4510354995727539,
0.7375757694244385,
-0.032985929399728775,
0.27553606033325195,
-0.1032705157995224,
-0.11773695796728134,
0.08252239227294922,
0.19565775990486145,
-0.19146135449409485,
0.2349565178155899,
0.17401745915412903,
0.21981962025165558,
0.01799953542649746,
0.12570829689502716,
-0.04695618897676468,
-0.10228614509105682,
-0.13419577479362488,
0.12626180052757263,
-0.15157441794872284,
0.08116675913333893,
-0.028539437800645828,
-0.11625544726848602,
-0.07504299283027649,
0.2993289530277252,
0.05559191480278969,
0.1886070817708969,
0.20442526042461395,
-0.18710526823997498,
0.3508719503879547,
-0.08049823343753815,
-0.2571532130241394,
0.008863014169037342,
-0.2000310868024826,
-0.16645486652851105,
0.47502899169921875,
0.36248111724853516,
-0.08760330080986023,
-0.12687945365905762,
0.36862024664878845,
-0.061152007430791855,
0.24379342794418335,
0.327244371175766,
-0.2562050223350525,
0.09297303110361099,
0.31775110960006714,
-0.08122416585683823,
-0.21869756281375885,
-0.11189422011375427,
0.28800636529922485,
-0.08306997269392014,
0.36571866273880005,
0.0053954953327775,
-0.5483020544052124,
0.1708899438381195,
0.09285309165716171,
-0.12746770679950714,
-0.024636825546622276,
-0.7149606347084045,
0.4606952667236328,
-0.2579355835914612,
0.04016591235995293,
0.278362512588501,
0.15707358717918396,
-0.04804013669490814,
-0.11016048491001129,
0.0858074352145195,
0.3789239227771759,
-0.2608049213886261,
-0.023243874311447144,
0.05424897000193596,
-0.13580496609210968,
0.12181035429239273,
-0.010606762953102589,
-0.4702014625072479,
0.20001527667045593,
0.04623447731137276,
-0.13319870829582214,
0.5498135685920715,
0.21945390105247498,
-0.11467988044023514,
0.3090108036994934,
-0.008037266321480274,
0.17397280037403107,
0.4368070363998413,
0.1638067662715912,
0.033226870000362396,
-0.07410992681980133,
-0.35509851574897766,
0.19971555471420288,
0.09997331351041794,
-0.15824851393699646,
0.03864382579922676,
-0.2926289439201355,
0.29961341619491577,
-0.050401393324136734,
-0.3303486108779907,
0.3204110264778137,
0.15872910618782043,
-0.22192543745040894,
0.07071591913700104,
-0.30531227588653564,
-0.1652635782957077,
-0.14054682850837708,
0.2203618288040161,
0.13974110782146454,
-0.08334575593471527,
0.1656157523393631,
-0.5774098634719849,
0.2231898456811905,
0.1686059534549713,
-0.08162052184343338,
0.05175214633345604,
-0.27868619561195374,
0.29361605644226074,
0.2566467523574829,
0.0069585018791258335,
0.29855218529701233,
-0.02267361804842949,
-0.49919506907463074,
-0.05248444527387619,
-0.2828563451766968,
-0.4251050353050232,
0.1305733174085617,
-0.458617627620697,
0.10972537845373154,
-0.33911019563674927,
0.18366768956184387,
0.3947966694831848,
0.07195699959993362,
-0.10096685588359833,
0.01970786787569523,
-0.09543910622596741,
0.12509460747241974,
-0.18202707171440125,
0.19800297915935516,
0.1273067444562912,
0.43441590666770935,
0.07195906341075897,
0.5853413939476013,
0.14169664680957794,
-0.3799537122249603,
0.3378413915634155,
-0.2595507502555847,
0.21714451909065247,
-0.05171870067715645,
-0.09173674881458282,
0.21843424439430237,
-0.38351860642433167,
0.4063926339149475,
0.2279467135667801,
-0.1913316398859024,
-0.004030994139611721,
0.3014158606529236,
-0.2829812467098236,
-0.12114212661981583,
0.19923214614391327,
0.03726845234632492,
0.09407548606395721,
0.17320121824741364,
-0.2697511613368988,
-0.040375716984272,
-0.15681633353233337,
-0.04271409660577774,
-0.07626630365848541,
0.1561242938041687,
-0.01092797052115202,
-0.3204743564128876,
0.2867369055747986,
-0.09277985244989395,
0.396414190530777,
0.1984129250049591,
0.08209159970283508,
-0.06517686694860458,
0.08171737939119339,
-0.2824464738368988,
0.4200904965400696,
0.12051891535520554,
0.3258141279220581,
0.030996650457382202,
-0.09696150571107864,
-0.003979803062975407,
-0.4386233687400818,
-0.10531657934188843,
-0.12238237261772156,
-0.17730450630187988,
-0.3413568437099457,
0.008996373042464256,
-0.15407025814056396,
-0.19557084143161774,
0.14674119651317596,
-0.11889007687568665,
-0.10218991339206696,
-0.012622915208339691,
0.23945364356040955,
0.18345879018306732,
-0.10758394747972488,
-0.10364364087581635,
-0.2173333615064621,
0.5270033478736877,
-0.19924770295619965,
-0.025171345099806786,
-0.5137590765953064,
-0.04521298408508301,
0.19889937341213226,
0.047259289771318436,
0.0032078572548925877,
0.06616830080747604,
0.41637301445007324,
0.16827592253684998,
0.13793408870697021,
-0.39835473895072937,
-0.17448702454566956,
0.12065204977989197,
-0.03689057007431984,
-0.09634348005056381,
0.08704935759305954,
0.16242121160030365,
-0.08429054915904999,
-0.10471650213003159,
-0.09658315032720566,
-0.3372970521450043,
-0.07994525879621506,
0.10495193302631378,
-0.33262863755226135,
0.26695260405540466,
-0.06918643414974213,
0.05666785687208176,
-0.004463038872927427,
-0.27676093578338623,
0.2775225043296814,
0.04859820380806923,
0.06069033965468407,
0.14811773598194122,
0.07973594963550568,
0.023363158106803894,
0.16765430569648743,
0.09617051482200623,
-0.052121564745903015,
-0.3047826886177063,
0.284537672996521,
-0.16728202998638153,
-0.16854967176914215,
0.0923687219619751,
0.06489461660385132,
0.03495132923126221,
0.5637579560279846,
-0.6988592147827148,
0.3132866322994232,
-0.1534547358751297,
-0.018897129222750664,
-0.31953391432762146,
-0.18695157766342163,
0.1386369913816452,
0.14783059060573578,
0.007904543541371822,
-0.11868395656347275,
0.19939114153385162,
0.020772643387317657,
0.011829707771539688,
-0.04541834816336632,
0.1649002730846405,
0.4724436104297638,
-0.2799656391143799,
0.7499020099639893,
-0.23283688724040985,
0.20193232595920563,
0.2562408745288849,
0.06318563222885132,
0.2966482937335968,
-0.26360461115837097,
0.19229120016098022,
-0.28817903995513916,
-0.18367816507816315,
0.01318429596722126,
0.03285229578614235,
0.04545793682336807,
-0.3248319923877716,
-0.3126923739910126,
0.19179947674274445,
0.12706056237220764,
0.04175976663827896,
0.08217903971672058,
-0.8073264956474304,
0.10149499773979187,
-0.018574358895421028,
0.07638447731733322,
-0.12451328337192535,
-0.23421646654605865,
-0.01982715167105198,
-0.12750212848186493,
0.55622398853302,
-0.14635947346687317,
-0.4232417345046997,
-0.06458355486392975,
-0.24796968698501587,
0.03823593258857727,
-0.030279574915766716,
0.12762033939361572,
0.03672470524907112,
-0.18588395416736603,
0.2239859253168106,
0.27869245409965515,
0.16546635329723358,
-0.033654868602752686,
-0.2804148197174072,
-0.19696001708507538,
-0.16349196434020996,
-0.3167751729488373,
0.12261572480201721,
0.024201396852731705,
0.1295228749513626,
-0.4652245044708252,
0.12840120494365692,
-0.006417064927518368,
-0.2135622650384903,
0.00685291038826108,
0.35066187381744385,
-0.0871526375412941,
-0.19968152046203613,
-0.20587272942066193,
0.1956339180469513,
-0.05089820548892021,
-0.05243762210011482,
-0.03787040710449219,
-0.23544937372207642,
-0.4645164906978607,
-0.27316105365753174,
-0.2341301441192627,
0.0858575701713562,
0.12698723375797272,
0.06590009480714798,
0.22963237762451172,
-0.039550818502902985,
0.02031736634671688,
0.40078550577163696,
0.0371180921792984,
0.18473196029663086,
0.545172393321991,
0.22084517776966095,
-0.3756823241710663,
0.10306544601917267,
0.024774916470050812,
0.3193541467189789,
0.4243564009666443,
-0.16235323250293732,
0.34456124901771545,
0.02681753784418106,
0.029684215784072876,
-0.2936314046382904,
-0.27953511476516724,
0.01817598193883896,
-0.31201717257499695,
-0.12595826387405396,
-0.6251106858253479,
0.4853062927722931,
0.010801422409713268,
-0.11165396869182587,
0.7630066871643066,
0.07460691779851913,
-0.17695564031600952,
0.3175775706768036,
0.2784118950366974,
0.9641886949539185,
0.1181243434548378,
0.15168434381484985,
0.33790531754493713,
-0.1131616160273552,
0.1988104283809662,
-0.2497757524251938,
0.09381923824548721,
-0.025822550058364868,
-0.5687530636787415,
-0.15152056515216827,
-0.2918736934661865,
0.3007473945617676,
0.42707496881484985,
-0.043546151369810104,
0.06066856160759926,
-0.26221609115600586,
0.2980578541755676,
-0.07337476313114166,
0.016788309440016747,
-0.25916892290115356,
-0.3974758982658386,
-0.40633583068847656,
0.01423139963299036,
0.10670106112957001,
-0.2799776494503021,
-0.08344341814517975,
0.14733441174030304,
0.2530604302883148,
-0.23051370680332184,
0.06952295452356339,
-0.05035462975502014,
-0.3953576982021332,
0.12179727852344513,
-0.27680277824401855,
-0.4214164912700653,
0.19074372947216034,
0.250466525554657,
-0.2979568839073181,
-0.08297991007566452,
-0.13887687027454376,
0.0645047277212143,
0.4400084912776947,
0.30494967103004456,
-0.4049285054206848,
0.18059051036834717,
0.06500163674354553,
-0.10865781456232071,
-0.13299614191055298,
0.2398069053888321,
-0.13663899898529053,
-0.22052635252475739,
0.014377663843333721,
-0.17166604101657867,
0.3094850182533264,
0.004568163305521011,
0.181259885430336,
0.1024334728717804,
0.2157660871744156,
0.05180889740586281,
0.05704299733042717,
0.08117355406284332,
0.0695531889796257,
-0.060983866453170776,
0.1230362132191658,
-0.23937827348709106,
-0.16175015270709991,
0.1064378097653389,
0.20695772767066956,
-0.1210746169090271,
0.37549448013305664,
-0.05284813791513443,
-0.3789214789867401,
-0.2747313380241394,
0.2893601953983307,
0.13974130153656006,
-0.7035728096961975,
-0.07381624728441238,
0.14894849061965942,
0.048630498349666595,
0.0033599373418837786,
-0.00010041918721981347,
0.019045425578951836,
0.05789025127887726,
-0.16349942982196808,
0.1071622222661972,
-0.20243686437606812,
0.18517647683620453,
-0.03407297283411026,
0.2404622733592987,
-0.06951505690813065,
-0.7264941930770874,
0.18704010546207428,
0.13609860837459564,
-0.1877744346857071,
-0.2514924108982086,
0.41082942485809326,
-0.07025165110826492,
-0.06303790211677551,
0.3864991366863251,
-0.13464471697807312,
-0.018187228590250015,
-0.030204124748706818,
-0.17212927341461182,
-0.17504318058490753,
-0.0975412130355835,
-0.05440188944339752,
0.2513287663459778,
0.00593247264623642,
-0.07124625146389008,
-0.2988918125629425,
-0.2655928432941437,
-0.33273932337760925,
-0.11610031872987747,
0.23616112768650055,
-0.1152721419930458,
0.014365281909704208,
-0.2170257717370987,
0.4655837416648865,
0.0696040615439415,
-0.46288079023361206,
0.2213396579027176,
0.07239045947790146,
0.3732798397541046,
0.10057032853364944,
-0.057968076318502426,
0.2426188737154007,
-0.2007867693901062,
-0.03347834572196007,
0.19310958683490753,
0.11669453978538513,
-0.020737404003739357,
0.0865887925028801,
-0.032057985663414,
0.26660874485969543,
-0.2654096484184265,
-0.06682567298412323,
0.4697326719760895,
0.10043708980083466,
-0.4031163156032562,
0.3078162372112274,
0.0776486024260521,
-0.1227741613984108,
-0.22718699276447296,
-0.09826347231864929,
0.07897431403398514,
-0.1092834621667862,
0.2004922777414322,
0.36732012033462524,
0.04076460376381874,
-0.1634552925825119,
-0.02768384851515293,
-0.3696683347225189,
-0.003044698853045702,
0.2932274639606476,
0.4805448055267334,
-0.06047096103429794,
-0.0904303789138794,
-0.08803216367959976,
0.3710188567638397,
-0.06255114078521729,
-0.18688203394412994,
0.10751978307962418,
0.4149564206600189,
0.33883732557296753,
0.21240416169166565,
-0.02178930677473545,
-0.297141432762146,
-0.495604932308197,
0.019676169380545616,
-0.34219446778297424,
0.03255479782819748,
0.17445611953735352,
0.1863134652376175,
0.45587483048439026,
-0.24270989000797272,
-0.2187994420528412,
-0.20680731534957886,
0.13992734253406525,
0.06248695030808449,
-0.17745311558246613,
-0.10074711591005325,
-0.10634983330965042,
0.019708026200532913,
-0.07569548487663269,
0.37637460231781006,
0.24802353978157043,
0.04866059869527817,
0.28590959310531616,
-0.07916316390037537,
0.5971515774726868,
0.24962292611598969,
0.3290765583515167,
0.10917048901319504,
-0.07604949921369553,
-0.059475257992744446,
0.22144748270511627,
0.08174847066402435,
0.18192297220230103,
-0.2918075919151306,
0.22255297005176544,
-0.05169757083058357,
0.009340421296656132,
0.3133379817008972,
-0.039424486458301544,
0.123092420399189,
0.39165565371513367,
0.43071046471595764,
0.015574092976748943,
0.2503001093864441,
-0.03004329651594162,
0.061817895621061325,
0.20817412436008453,
0.11102540791034698,
0.23067188262939453,
-0.21839740872383118,
0.09348837286233902,
0.3168644607067108,
-0.24412742257118225,
0.1566062718629837,
0.01603841409087181,
0.004206028301268816,
0.0520983561873436,
0.5282917618751526,
-0.3212018609046936,
-0.28641003370285034,
-0.1384582221508026,
0.01648075506091118,
-0.07302790135145187,
0.7810719013214111,
0.01892438717186451,
0.2590923607349396,
-0.0830419510602951,
-0.21210210025310516,
-0.27544960379600525,
-0.20167362689971924,
0.0507689006626606,
0.39897963404655457,
0.40410688519477844,
0.04577673226594925,
0.23100505769252777,
0.4444929361343384,
-0.04954342544078827,
-0.43499913811683655,
-0.08375753462314606,
0.1848333328962326,
-0.08797810971736908,
-0.12957578897476196,
0.08802761882543564,
0.44340524077415466,
-0.5368415117263794,
-0.14222685992717743,
0.08758789300918579,
0.0825190395116806,
-0.1041254922747612,
-0.011394285596907139,
0.11079414188861847,
0.1597876101732254,
0.35437074303627014,
0.4221053421497345,
-0.05286571383476257,
0.025452516973018646,
0.09592120349407196,
-0.005467837210744619,
-0.016744978725910187,
-0.41530242562294006,
-0.03948444128036499,
0.31661996245384216,
0.14453434944152832,
-0.1955689787864685,
-0.08334875106811523,
0.20498374104499817,
-0.0062324488535523415,
-0.010439426638185978,
0.09066610783338547,
-0.003331335261464119,
-0.39019525051116943,
0.046891242265701294,
-0.08758579939603806,
0.16572842001914978,
-0.04930213838815689,
-0.06772942841053009,
-0.05827167630195618,
0.03545321151614189,
0.0463259331882,
0.03419908508658409,
0.41619688272476196,
0.05153954401612282,
0.028715750202536583,
0.11389146745204926,
0.2947538495063782,
0.5818418264389038,
0.006339544430375099,
-0.46825745701789856,
-0.04024472087621689,
0.25544607639312744,
-0.45614150166511536,
0.24493224918842316,
0.5373560786247253,
0.023358145728707314,
0.09140538424253464,
-0.1944381296634674,
0.315926194190979,
-0.08797470480203629,
0.1385931819677353,
-0.2600434422492981,
-0.4006451368331909
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | People mainly want this feature either because it takes too much time too make arrow tables, or they occupy too much memory on the disk. I think both the problem can be solved if we provide arrow tables themselves on datasets hub. Can we do this currently @lhoestq ?
| Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 49 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
People mainly want this feature either because it takes too much time too make arrow tables, or they occupy too much memory on the disk. I think both the problem can be solved if we provide arrow tables themselves on datasets hub. Can we do this currently @lhoestq ?
| [
-0.2959379255771637,
-0.24903154373168945,
-0.10362107306718826,
0.2489059865474701,
-0.04503399506211281,
0.16052572429180145,
0.2928254306316376,
-0.021119285374879837,
0.33967775106430054,
0.29514724016189575,
0.03263529762625694,
0.48352712392807007,
0.026250911876559258,
0.01749466545879841,
0.24364370107650757,
0.15632934868335724,
-0.014244996011257172,
0.5176956057548523,
-0.3697736859321594,
-0.022994963452219963,
-0.06171886622905731,
-0.3304600119590759,
-0.025259437039494514,
0.1437554508447647,
-0.2534679174423218,
-0.16412988305091858,
0.19121664762496948,
-0.28786519169807434,
-0.40466105937957764,
-0.27993887662887573,
0.30274996161460876,
0.33716151118278503,
-0.1649564504623413,
0.11342562735080719,
-0.00012246744881849736,
0.09321305900812149,
0.12142033874988556,
0.21311071515083313,
-0.44404709339141846,
0.0841316282749176,
-0.29740190505981445,
-0.0556284561753273,
0.4793873429298401,
-0.002339150058105588,
0.25435999035835266,
-0.24474240839481354,
-0.27707043290138245,
-0.339758038520813,
0.17141157388687134,
-0.13239380717277527,
0.1215377002954483,
0.1122744008898735,
-0.19331218302249908,
0.09619953483343124,
0.4546312093734741,
0.3035828173160553,
-0.5730573534965515,
0.14015406370162964,
-0.03899864852428436,
0.0041106874123215675,
-0.29131782054901123,
-0.10489076375961304,
-0.07123932987451553,
-0.13070176541805267,
0.37654656171798706,
-0.10007432103157043,
-0.2564786374568939,
-0.3019478917121887,
0.09967248886823654,
0.21574193239212036,
0.704382598400116,
-0.5096975564956665,
-0.18696416914463043,
-0.2960818111896515,
0.34459686279296875,
0.10563547164201736,
0.2261911928653717,
0.296303927898407,
-0.11420818418264389,
0.11428071558475494,
-0.2742858827114105,
-0.6738185286521912,
-0.2642534673213959,
-0.13975922763347626,
0.34141433238983154,
-0.184596985578537,
0.038536764681339264,
0.06449270248413086,
0.19610102474689484,
-0.04303876683115959,
0.7297345995903015,
-0.2825855314731598,
-0.35815492272377014,
0.1335630565881729,
-0.23412208259105682,
-0.2815180718898773,
-0.2018960416316986,
0.40962401032447815,
0.2900768518447876,
0.2482919543981552,
0.47596606612205505,
-0.02504836581647396,
0.04511105269193649,
-0.0968003123998642,
-0.17991870641708374,
0.18403083086013794,
0.35756006836891174,
0.09669012576341629,
0.20825925469398499,
-0.05557725578546524,
0.26375260949134827,
0.05272320657968521,
0.04184671491384506,
-0.32720455527305603,
-0.019053218886256218,
0.006692537572234869,
-0.01983051747083664,
0.003046815749257803,
-0.007712662220001221,
-0.09444620460271835,
0.11076854914426804,
0.11299359053373337,
0.35731619596481323,
-0.04357115924358368,
0.28076106309890747,
0.02082047611474991,
-0.179173544049263,
0.30966371297836304,
-0.19847877323627472,
-0.2092529982328415,
-0.048699960112571716,
-0.07809002697467804,
-0.18875664472579956,
0.41184893250465393,
0.36203041672706604,
0.08371628820896149,
-0.21578264236450195,
0.4662024974822998,
-0.1323496252298355,
0.07526645809412003,
0.20606674253940582,
-0.23126064240932465,
0.032752200961112976,
0.4121605455875397,
0.030629191547632217,
-0.12484562397003174,
-0.11794888973236084,
0.13361947238445282,
-0.12408740073442459,
0.4790470600128174,
-0.2371688336133957,
-0.36561185121536255,
0.05237578973174095,
0.04705291613936424,
-0.09244146943092346,
0.050253525376319885,
-0.854315459728241,
0.1679319590330124,
-0.13893526792526245,
0.30423352122306824,
0.3795032501220703,
0.06279168277978897,
-0.11901333183050156,
-0.11598683893680573,
0.06288598477840424,
0.42554351687431335,
-0.2484683245420456,
0.09047697484493256,
-0.012013087049126625,
-0.22263005375862122,
-0.20387983322143555,
-0.08250419050455093,
-0.4281780421733856,
0.2872890532016754,
-0.09541089087724686,
-0.07198814302682877,
0.4668295681476593,
-0.024769622832536697,
-0.14606691896915436,
-0.01464400626718998,
0.08941621333360672,
-0.10401762276887894,
0.10174067318439484,
0.041588038206100464,
-0.011555565521121025,
-0.02486935630440712,
-0.22595322132110596,
-0.012147212401032448,
0.18688496947288513,
-0.20421424508094788,
0.19192776083946228,
-0.3240945041179657,
0.059901852160692215,
-0.033783383667469025,
-0.22822925448417664,
0.2141556590795517,
0.21802516281604767,
-0.15468363463878632,
-0.018025852739810944,
-0.11640733480453491,
-0.007289851550012827,
0.09105744957923889,
0.04138492792844772,
-0.08666936308145523,
-0.0808137059211731,
0.08770038932561874,
-0.6414071321487427,
0.25034552812576294,
-0.10156828910112381,
-0.01749720796942711,
0.004233351442962885,
-0.25729408860206604,
0.1323530673980713,
0.2630305290222168,
-0.10186223685741425,
0.5300437808036804,
-0.029850691556930542,
-0.7860897779464722,
0.005939744412899017,
-0.2782948315143585,
-0.28959813714027405,
0.0892973393201828,
-0.43122759461402893,
0.2539479732513428,
-0.31059375405311584,
0.2821172773838043,
0.31642237305641174,
0.09834402799606323,
0.058102916926145554,
0.11125493794679642,
-0.031641632318496704,
0.3322241008281708,
-0.149632066488266,
0.16715966165065765,
0.17814484238624573,
0.1764754205942154,
0.16765758395195007,
0.38720473647117615,
0.10976707190275192,
-0.3977029025554657,
0.4344579875469208,
-0.4769642651081085,
-0.012567099183797836,
0.013870310969650745,
0.016540421172976494,
0.16645187139511108,
-0.3843303918838501,
0.31884118914604187,
-0.043942052870988846,
-0.005626335274428129,
-0.08756528049707413,
0.2539411187171936,
-0.19138656556606293,
-0.24318957328796387,
0.025552185252308846,
0.3106910288333893,
0.32944631576538086,
0.3639850616455078,
0.16570481657981873,
-0.14712359011173248,
-0.039084095507860184,
0.042373884469270706,
0.15766286849975586,
0.18849323689937592,
0.010643433779478073,
-0.10297185182571411,
0.17350703477859497,
0.03504052758216858,
0.24123987555503845,
0.15185001492500305,
0.06598354876041412,
0.016690559685230255,
-0.1517922580242157,
-0.21840617060661316,
0.26048025488853455,
0.08942927420139313,
0.3960988223552704,
0.08501134067773819,
-0.06999485194683075,
-0.05429018288850784,
-0.43057769536972046,
-0.0012596447486430407,
-0.22881770133972168,
-0.10335040837526321,
-0.32878997921943665,
-0.17803139984607697,
-0.2584323585033417,
0.009593842551112175,
0.08611816167831421,
0.022759445011615753,
-0.4254298210144043,
0.04438929259777069,
0.2645110785961151,
-0.13801203668117523,
0.078557588160038,
-0.01958899386227131,
-0.20975859463214874,
0.46308016777038574,
-0.16460436582565308,
-0.027495145797729492,
-0.5118439197540283,
-0.02435437962412834,
0.24379606544971466,
0.01631241664290428,
-0.027583783492445946,
0.14871296286582947,
0.27044230699539185,
-0.015570837073028088,
0.22657020390033722,
-0.318045049905777,
0.10247951000928879,
0.15282341837882996,
-0.056102264672517776,
-0.14386267960071564,
0.28076493740081787,
0.10746099799871445,
-0.15409651398658752,
0.20220652222633362,
-0.13120271265506744,
-0.18071524798870087,
-0.0840287134051323,
0.08910924941301346,
-0.3830258250236511,
0.28473129868507385,
-0.0689711943268776,
0.1236855611205101,
0.05138593167066574,
-0.16025766730308533,
0.2237326204776764,
0.02587609924376011,
0.1076871007680893,
0.1475774198770523,
0.183942511677742,
-0.02310558408498764,
-0.01981104351580143,
0.06666295230388641,
0.012908630073070526,
-0.3925453722476959,
0.40172672271728516,
-0.24079537391662598,
-0.08347499370574951,
0.20551802217960358,
0.11979065835475922,
0.21350431442260742,
0.3010387420654297,
-0.5540851950645447,
0.34443899989128113,
-0.35263198614120483,
0.048832736909389496,
-0.2269192337989807,
0.057868827134370804,
0.19389355182647705,
0.23277884721755981,
0.1075320839881897,
-0.20646853744983673,
0.034333862364292145,
0.21282356977462769,
-0.016482805833220482,
-0.20929807424545288,
0.060798097401857376,
0.22860729694366455,
-0.3945915102958679,
0.32633447647094727,
-0.13100343942642212,
0.1730515956878662,
0.18842685222625732,
0.06715848296880722,
0.4778155982494354,
-0.26023486256599426,
0.2625124156475067,
-0.4720085561275482,
0.05131508782505989,
0.1655116230249405,
0.0642235279083252,
0.14459609985351562,
-0.09168832749128342,
-0.16876614093780518,
-0.09592359513044357,
0.16364961862564087,
-0.1391070932149887,
-0.16925401985645294,
-0.8409461379051208,
-0.0066028679721057415,
0.0214686319231987,
-0.027096133679151535,
-0.1616043597459793,
-0.20390762388706207,
0.04212815687060356,
-0.17298391461372375,
0.461459219455719,
-0.16035836935043335,
-0.4641276001930237,
-0.21990542113780975,
-0.1615910679101944,
-0.033277478069067,
-0.1495436429977417,
0.16063985228538513,
0.06867983937263489,
0.21213491261005402,
0.2860308289527893,
0.31725916266441345,
0.19618141651153564,
-0.17001643776893616,
-0.11289401352405548,
-0.20178161561489105,
0.039752405136823654,
-0.5741515159606934,
0.20889823138713837,
0.18506143987178802,
0.20390214025974274,
-0.6787976026535034,
0.10305438190698624,
-0.11656893044710159,
-0.2855759561061859,
-0.0235273540019989,
0.46522676944732666,
-0.24741651117801666,
-0.2797546684741974,
-0.21313083171844482,
0.12079967558383942,
0.04328986629843712,
-0.13330085575580597,
0.01934780552983284,
-0.23697708547115326,
-0.3839557468891144,
-0.3204476535320282,
-0.277061402797699,
-0.22824107110500336,
0.16476045548915863,
0.12959109246730804,
0.23086346685886383,
-0.008403130806982517,
0.0389992892742157,
0.26629671454429626,
-0.07612822204828262,
0.3563053607940674,
0.624032199382782,
0.011075801216065884,
-0.3348996937274933,
0.08657615631818771,
-0.190513014793396,
0.23693591356277466,
0.02284325659275055,
-0.1593131124973297,
0.3482825756072998,
-0.21249854564666748,
-0.14612480998039246,
-0.23570170998573303,
-0.3540172576904297,
-0.11091158539056778,
-0.2586771845817566,
-0.2403574287891388,
-0.3882799744606018,
0.441314697265625,
0.07319735735654831,
-0.07627218961715698,
0.5744850635528564,
0.3942921459674835,
-0.34504467248916626,
0.32462382316589355,
0.42256319522857666,
0.7420530319213867,
-0.11314737051725388,
0.03600684925913811,
-0.017850227653980255,
-0.08107995241880417,
0.18778397142887115,
-0.18222853541374207,
-0.0467945821583271,
-0.20229311287403107,
-0.31592679023742676,
-0.1632566899061203,
-0.2784871757030487,
0.3447406589984894,
0.6192930936813354,
0.21664881706237793,
-0.017514251172542572,
-0.35325637459754944,
0.11486013233661652,
-0.13428637385368347,
0.0823705643415451,
-0.4092537462711334,
-0.38489830493927,
-0.36517763137817383,
0.03894998878240585,
0.1036936566233635,
-0.2788296937942505,
-0.009284626692533493,
0.31344738602638245,
0.10036622732877731,
-0.13814455270767212,
0.032002899795770645,
-0.1144309937953949,
-0.22517941892147064,
0.1295299381017685,
-0.09978971630334854,
-0.246980682015419,
0.3995576500892639,
0.3768920302391052,
0.045910146087408066,
0.09894416481256485,
-0.09095422923564911,
0.07643124461174011,
0.18363849818706512,
0.13444022834300995,
-0.3134597837924957,
0.2698400020599365,
-0.0851522907614708,
-0.06820803135633469,
-0.22742179036140442,
0.16109655797481537,
0.059865377843379974,
-0.25591394305229187,
0.17036963999271393,
-0.0827588140964508,
0.09106244891881943,
-0.09074369072914124,
0.27083319425582886,
-0.08571851253509521,
0.30016934871673584,
0.007266359403729439,
0.04261127859354019,
0.16523180902004242,
0.2661092281341553,
0.16436465084552765,
0.08702986687421799,
-0.3796955347061157,
-0.0499844066798687,
0.0777692124247551,
0.24797147512435913,
-0.04019321873784065,
0.2925238609313965,
-0.05699114128947258,
-0.3208400309085846,
-0.31597188115119934,
0.39080509543418884,
0.3319864571094513,
-0.837042510509491,
-0.11289900541305542,
0.10871697217226028,
0.059822358191013336,
-0.0825120285153389,
-0.005795176140964031,
-0.05439496412873268,
0.12861353158950806,
-0.005459821783006191,
0.08113812655210495,
-0.1605967879295349,
0.2510656714439392,
0.060783687978982925,
0.31456825137138367,
0.0369497612118721,
-0.639362096786499,
0.06927648186683655,
0.08383558690547943,
-0.1256212294101715,
-0.09049972146749496,
0.2313765585422516,
-0.15320102870464325,
-0.4022029936313629,
0.40758055448532104,
-0.11019986122846603,
-0.15797536075115204,
-0.05874834209680557,
-0.0998658612370491,
-0.035966839641332626,
-0.08153878897428513,
-0.06368924677371979,
0.17248956859111786,
-0.08775420486927032,
0.11027355492115021,
-0.3056672215461731,
-0.379757821559906,
-0.27044838666915894,
-0.17198535799980164,
0.20318707823753357,
0.09233403205871582,
0.022898510098457336,
-0.0289878211915493,
0.7183499336242676,
0.017395328730344772,
-0.44735607504844666,
0.09903763979673386,
0.1887395977973938,
0.33450445532798767,
0.04385731741786003,
-0.010497336275875568,
0.1380794793367386,
-0.11251016706228256,
-0.0017850406002253294,
0.28926387429237366,
0.11840308457612991,
-0.07982946187257767,
-0.08560434728860855,
0.05951404571533203,
0.29947829246520996,
-0.17190463840961456,
-0.05297569930553436,
0.3663608133792877,
0.07312384247779846,
-0.34035125374794006,
0.19925589859485626,
0.049078281968832016,
-0.003356879111379385,
-0.14727264642715454,
0.14135044813156128,
0.045323971658945084,
-0.09760649502277374,
0.27928435802459717,
0.1008363887667656,
0.18949908018112183,
-0.32417094707489014,
0.05414719507098198,
-0.14226096868515015,
0.0704306811094284,
0.035650789737701416,
0.4357764720916748,
0.00524037703871727,
-0.08882522583007812,
0.2888086438179016,
0.2855090796947479,
-0.03746827319264412,
0.0688914880156517,
0.16481004655361176,
0.5121222734451294,
0.4532749652862549,
0.14036031067371368,
0.14364130795001984,
-0.15425816178321838,
-0.37480658292770386,
-0.10037726908922195,
-0.12142065167427063,
-0.3154938220977783,
0.11276235431432724,
0.13537049293518066,
0.44306373596191406,
-0.2076919972896576,
-0.2558026909828186,
-0.1439392864704132,
0.00788506492972374,
0.021368781104683876,
-0.21267655491828918,
-0.0534505732357502,
0.05258306860923767,
-0.1347835212945938,
-0.0791003555059433,
0.13824822008609772,
0.1554533839225769,
0.010658866725862026,
0.22896918654441833,
0.09039372205734253,
0.6540074944496155,
0.3387281596660614,
0.09533607959747314,
0.22422584891319275,
-0.194687157869339,
-0.25217440724372864,
0.23523566126823425,
0.04631105065345764,
0.27049896121025085,
-0.36650538444519043,
0.061607178300619125,
0.0022657485678792,
-0.1412227749824524,
0.3014586567878723,
-0.039731379598379135,
0.02515404485166073,
0.3092964291572571,
0.14410994946956635,
0.160569429397583,
0.2176133543252945,
0.016247132793068886,
0.04130068048834801,
-0.18078413605690002,
0.02005145326256752,
0.4210732579231262,
-0.10394493490457535,
0.20985303819179535,
0.28367432951927185,
-0.29595136642456055,
0.23728089034557343,
0.15314042568206787,
0.1266164928674698,
0.017235731706023216,
0.654423713684082,
-0.3165145516395569,
-0.3685069978237152,
-0.4101753830909729,
-0.00023804465308785439,
-0.1131400391459465,
0.710100531578064,
0.015570876188576221,
0.37833407521247864,
0.059298448264598846,
-0.22512082755565643,
-0.1065514087677002,
-0.1425495594739914,
-0.031301628798246384,
0.2766110301017761,
0.33080512285232544,
-0.14304159581661224,
0.0999976247549057,
0.3642895519733429,
0.1951112151145935,
-0.12514987587928772,
0.10981649160385132,
0.010613584890961647,
0.0004847728705499321,
-0.021984627470374107,
0.006877622567117214,
0.28871339559555054,
-0.44667062163352966,
-0.26003938913345337,
0.018208535388112068,
0.29092341661453247,
-0.15688976645469666,
-0.04910185933113098,
0.1367691308259964,
0.3282168209552765,
0.26820123195648193,
0.4353291392326355,
-0.023537229746580124,
0.150795117020607,
0.10683628171682358,
0.0892709493637085,
-0.0473049134016037,
-0.544535756111145,
0.0005119289271533489,
0.24070622026920319,
-0.01265594083815813,
-0.3778369128704071,
-0.17573225498199463,
0.17834921181201935,
0.10302791744470596,
-0.13778163492679596,
-0.006740597076714039,
0.44823044538497925,
-0.20714029669761658,
0.0878019705414772,
0.05547081679105759,
0.016632363200187683,
0.025327784940600395,
-0.14921149611473083,
0.10072525590658188,
0.1356734037399292,
0.1847238391637802,
0.004700569435954094,
0.21200397610664368,
0.14175862073898315,
-0.00967036746442318,
0.22866639494895935,
0.3601229786872864,
0.2433696985244751,
-0.33164551854133606,
-0.41147103905677795,
-0.07574660331010818,
0.32669326663017273,
-0.3170722424983978,
0.07376321405172348,
0.3929125964641571,
-0.0987645611166954,
0.2164558619260788,
-0.08823404461145401,
0.606535792350769,
-0.14359953999519348,
0.2302941530942917,
-0.2816719114780426,
-0.3595017194747925
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | @lhoestq I think the ```try_from_hf_gcs``` provide the same functionality. What all datasets are available on HF GCS? Are all the datasets on huggingFace datasets hub are made available on GCS, automatically? | Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 31 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
@lhoestq I think the ```try_from_hf_gcs``` provide the same functionality. What all datasets are available on HF GCS? Are all the datasets on huggingFace datasets hub are made available on GCS, automatically? | [
-0.06998123228549957,
-0.537631094455719,
-0.0606943741440773,
0.26995453238487244,
0.03118840791285038,
0.18576914072036743,
0.20472145080566406,
-0.07385995984077454,
0.5251612663269043,
0.19155393540859222,
-0.20835766196250916,
0.21426133811473846,
0.14290203154087067,
0.06532853096723557,
0.2521749436855316,
0.07142268866300583,
0.06970145553350449,
0.3191799819469452,
-0.485108345746994,
-0.2686433494091034,
-0.11092052608728409,
-0.03626006841659546,
-0.1380770355463028,
0.1288929581642151,
-0.28745967149734497,
-0.24638152122497559,
-0.012083938345313072,
-0.010750580579042435,
-0.2599881589412689,
-0.2313731610774994,
0.3290421664714813,
0.39068853855133057,
-0.09853766858577728,
0.278546005487442,
-0.00012025937758153304,
0.052238546311855316,
-0.04834838584065437,
0.037581175565719604,
-0.46674641966819763,
-0.05957417190074921,
-0.043304286897182465,
0.023282913491129875,
0.5407470464706421,
0.12720821797847748,
0.07930758595466614,
-0.24432173371315002,
-0.27296483516693115,
-0.3654932975769043,
0.32822227478027344,
-0.018143286928534508,
0.1577931046485901,
0.36444875597953796,
-0.2300797551870346,
-0.13111691176891327,
0.2805163562297821,
0.12333650887012482,
-0.47789934277534485,
0.25376665592193604,
0.054030340164899826,
0.06320247054100037,
-0.16135330498218536,
-0.02435207925736904,
-0.14817702770233154,
-0.05823832005262375,
0.3744201362133026,
-0.11067511886358261,
-0.2596369683742523,
-0.4817548990249634,
0.16579802334308624,
0.4390706419944763,
0.7818115949630737,
-0.36949458718299866,
-0.052464332431554794,
-0.28372853994369507,
0.1551825851202011,
0.1223524659872055,
0.19640260934829712,
0.38997969031333923,
-0.08612000942230225,
0.11965133994817734,
-0.17515988647937775,
-0.5157375931739807,
-0.22678180038928986,
-0.22662599384784698,
0.3075191080570221,
-0.13187271356582642,
-0.12254316359758377,
0.05854087322950363,
0.44785645604133606,
0.11249195039272308,
0.3323296308517456,
-0.17562729120254517,
-0.4155188202857971,
0.31087708473205566,
-0.4134179949760437,
-0.289839506149292,
-0.11530842632055283,
0.4277423024177551,
0.3985426723957062,
0.2306176871061325,
0.3178877532482147,
0.12359728664159775,
0.05377083644270897,
-0.0411229133605957,
-0.058604322373867035,
0.15823806822299957,
0.16172093152999878,
0.0768052265048027,
0.0983530730009079,
-0.03685673698782921,
0.164153054356575,
-0.035724155604839325,
0.06700070947408676,
-0.31818097829818726,
-0.23311294615268707,
-0.043486338108778,
-0.07040280848741531,
-0.18526716530323029,
-0.07371655106544495,
0.009637880139052868,
0.33126556873321533,
0.04395020008087158,
0.3386295437812805,
0.27112478017807007,
0.33043408393859863,
-0.08821336179971695,
-0.15445898473262787,
0.3299460709095001,
-0.23816804587841034,
-0.23853784799575806,
-0.1456323266029358,
-0.13152727484703064,
-0.2117994725704193,
0.43936020135879517,
0.27590131759643555,
-0.05018101632595062,
-0.18493220210075378,
0.46888870000839233,
-0.0440242774784565,
0.13175933063030243,
-0.04922545328736305,
-0.3038424551486969,
0.24602796137332916,
0.49696725606918335,
-0.05093231052160263,
-0.05647774785757065,
0.15984223783016205,
0.2020445019006729,
-0.24831238389015198,
0.1833149492740631,
-0.33292046189308167,
-0.3900696635246277,
-0.003592579159885645,
0.03222288936376572,
0.04122868925333023,
-0.04043819010257721,
-0.8469277620315552,
0.34604382514953613,
-0.3431282937526703,
0.3712806701660156,
0.44404667615890503,
0.11903717368841171,
-0.0005569878267124295,
-0.17311450839042664,
0.03331972658634186,
0.5034131407737732,
-0.17007455229759216,
-0.008530556224286556,
0.17768511176109314,
-0.30547651648521423,
-0.10374285280704498,
0.0439891554415226,
-0.363076776266098,
0.0695025771856308,
-0.12723331153392792,
-0.08578520268201828,
0.3792746365070343,
0.022876856848597527,
-0.052541784942150116,
0.08452670276165009,
0.17024889588356018,
-0.014817704446613789,
0.07116705924272537,
-0.17734269797801971,
-0.02182433195412159,
0.019964896142482758,
-0.4476976990699768,
0.15679140388965607,
0.2190752923488617,
-0.198214590549469,
0.09746098518371582,
-0.2478872835636139,
0.09651786834001541,
-0.032461412250995636,
-0.13107173144817352,
0.23368136584758759,
0.25064802169799805,
-0.5099532604217529,
0.13552327454090118,
-0.14144699275493622,
-0.18442343175411224,
0.17860355973243713,
0.047061022371053696,
-0.013371733948588371,
-0.04111221432685852,
0.17425447702407837,
-0.762387752532959,
0.3165920078754425,
-0.17888565361499786,
0.1900547742843628,
0.059474680572748184,
-0.18161427974700928,
0.12072410434484482,
0.2537693679332733,
-0.10285390168428421,
0.3356229364871979,
-0.03499048948287964,
-0.5231183767318726,
0.08467322587966919,
-0.30670860409736633,
-0.4564949572086334,
0.3038051128387451,
-0.35758477449417114,
0.3665584325790405,
-0.19588489830493927,
0.3150850832462311,
0.3337166905403137,
0.09932643920183182,
0.09236510097980499,
-0.0198598001152277,
0.1061335876584053,
0.08539167046546936,
-0.1777104288339615,
0.25033971667289734,
0.12156399339437485,
0.36445826292037964,
0.2029535472393036,
0.3083249628543854,
0.057600829750299454,
-0.46848246455192566,
0.3234209418296814,
-0.39310792088508606,
0.03753909468650818,
0.10425077378749847,
0.038678672164678574,
0.33950814604759216,
-0.252257376909256,
0.3089870810508728,
0.14658647775650024,
-0.06601446866989136,
-0.09557574987411499,
0.13609810173511505,
-0.10972404479980469,
-0.11935990303754807,
0.16305071115493774,
0.16921716928482056,
0.37034836411476135,
0.3644670248031616,
-0.08221366256475449,
0.0035112393088638783,
0.06375028192996979,
-0.1441781222820282,
-0.028228839859366417,
0.14206117391586304,
-0.09895668178796768,
-0.2244124412536621,
0.31184712052345276,
-0.2024129331111908,
0.09649854153394699,
0.19334259629249573,
0.14417684078216553,
0.053051289170980453,
-0.20202726125717163,
-0.2763197422027588,
0.2760867178440094,
0.04686446115374565,
0.39842522144317627,
-0.025529442355036736,
-0.014694850891828537,
-0.03029671311378479,
-0.6330458521842957,
0.14735263586044312,
-0.23549729585647583,
-0.12068887054920197,
-0.3019900619983673,
0.07837116718292236,
-0.32286760210990906,
0.04183381795883179,
0.14468832314014435,
0.007142370101064444,
-0.5675176382064819,
0.002296549268066883,
0.23567941784858704,
-0.040466584265232086,
0.07017868757247925,
-0.06691858172416687,
-0.31373530626296997,
0.6049492359161377,
-0.2892211973667145,
-0.0028115645982325077,
-0.558331310749054,
0.059738341718912125,
0.08544213324785233,
0.030713224783539772,
0.0690542533993721,
0.20969213545322418,
0.34109166264533997,
0.034837447106838226,
0.07125832140445709,
-0.2587759792804718,
0.13752035796642303,
0.3671419620513916,
-0.19721466302871704,
-0.08938071131706238,
0.020422235131263733,
0.14333873987197876,
-0.2664319574832916,
0.23886249959468842,
-0.103695809841156,
-0.4493599236011505,
-0.0378568097949028,
0.16938245296478271,
-0.4139087200164795,
0.1722440868616104,
-0.032829780131578445,
0.05641205236315727,
-0.08669432997703552,
-0.18065066635608673,
0.20113226771354675,
-0.013063822872936726,
0.20471112430095673,
0.3151851296424866,
0.049837078899145126,
-0.038382481783628464,
-0.192355677485466,
0.14860457181930542,
-0.1679399609565735,
-0.4587254226207733,
0.35192304849624634,
-0.17131689190864563,
-0.14779366552829742,
0.20705242455005646,
0.05516141653060913,
0.1059926450252533,
0.11612285673618317,
-0.6097699403762817,
0.2893590033054352,
-0.282466858625412,
0.028123954311013222,
-0.08548755198717117,
0.03463217243552208,
0.3091968595981598,
-0.05768256634473801,
0.016356905922293663,
-0.23209111392498016,
0.05409431457519531,
0.15641963481903076,
0.006589772179722786,
-0.08317572623491287,
0.02991938591003418,
0.010406268760561943,
-0.3959493041038513,
0.4441445469856262,
-0.03893613442778587,
0.16810336709022522,
0.3979784846305847,
0.1006595641374588,
0.4846962094306946,
-0.3332362174987793,
0.16860824823379517,
-0.3442384898662567,
-0.08424151688814163,
0.13253428041934967,
0.18423393368721008,
0.19620643556118011,
-0.05375509709119797,
-0.17223188281059265,
0.010592403821647167,
0.004404183942824602,
-0.2218765914440155,
-0.061120424419641495,
-0.5079463124275208,
0.012744742445647717,
0.0026010475121438503,
0.01149077620357275,
-0.1859092116355896,
-0.1508384644985199,
0.1693352311849594,
0.13342635333538055,
0.5717548727989197,
-0.13404713571071625,
-0.4638616740703583,
-0.02799856849014759,
-0.3130035400390625,
0.24422964453697205,
-0.2751084864139557,
-0.03590799868106842,
-0.11843238025903702,
-0.012829718180000782,
0.3601952791213989,
0.2560437023639679,
0.3104080259799957,
0.010716971941292286,
-0.23674988746643066,
-0.01916041225194931,
-0.026523713022470474,
-0.5357003808021545,
0.11735988408327103,
0.15103647112846375,
-0.0022140617948025465,
-0.4368464946746826,
0.165415421128273,
-0.11915147304534912,
-0.534970223903656,
-0.08019000291824341,
0.2858901023864746,
-0.14133238792419434,
-0.2020368129014969,
-0.24978594481945038,
0.09347031265497208,
0.06127035617828369,
-0.1175009235739708,
-0.04579668864607811,
-0.3165150284767151,
-0.42115458846092224,
-0.05548245832324028,
-0.07054602354764938,
-0.12862657010555267,
0.20332641899585724,
0.10388314723968506,
0.2141491323709488,
0.1060633733868599,
-0.09341643005609512,
0.5110618472099304,
0.16610996425151825,
0.35815292596817017,
0.9107129573822021,
-0.044640637934207916,
-0.26563525199890137,
0.1637272834777832,
0.034461792558431625,
0.27408912777900696,
0.32775479555130005,
-0.009178061969578266,
0.3827398419380188,
-0.09222300350666046,
0.010211941786110401,
-0.2542276978492737,
-0.30567634105682373,
-0.13650287687778473,
-0.18692107498645782,
-0.3803129196166992,
-0.316940039396286,
0.5907813906669617,
0.008309237658977509,
-0.23174285888671875,
0.4854334890842438,
0.5626707077026367,
-0.28785571455955505,
0.3857739269733429,
0.23584675788879395,
0.983871340751648,
-0.177271768450737,
0.08122314512729645,
0.13376136124134064,
-0.09768177568912506,
0.19054992496967316,
-0.29692980647087097,
-0.041934169828891754,
-0.2447943240404129,
-0.3998805582523346,
-0.21604445576667786,
-0.290918231010437,
0.376603901386261,
0.3890936076641083,
0.15210828185081482,
0.10697058588266373,
-0.32839077711105347,
0.17173457145690918,
-0.15240174531936646,
0.06094290688633919,
-0.35898536443710327,
-0.4290209114551544,
-0.4078109562397003,
0.09211329370737076,
0.19406841695308685,
0.027937162667512894,
-0.026897715404629707,
0.19838452339172363,
0.11675778031349182,
-0.19256621599197388,
-0.07272998988628387,
-0.08729816228151321,
-0.3718632459640503,
-0.09952789545059204,
0.21649913489818573,
-0.31376633048057556,
0.331926554441452,
0.059487201273441315,
0.22014722228050232,
-0.07384853065013885,
-0.08672408759593964,
0.15551398694515228,
0.1360015571117401,
0.166195809841156,
-0.45365777611732483,
0.21467694640159607,
0.20083054900169373,
0.041022710502147675,
-0.23086637258529663,
0.1811324805021286,
0.042147137224674225,
-0.2422102987766266,
-0.007909761741757393,
-0.2315262109041214,
-0.06489730626344681,
-0.07986703515052795,
0.23357641696929932,
-0.03165847435593605,
0.33750009536743164,
-0.010126953944563866,
0.057902079075574875,
-0.024984318763017654,
0.19413729012012482,
-0.02515537664294243,
0.2263505756855011,
-0.3452512323856354,
-0.19225634634494781,
0.06841861456632614,
0.14502006769180298,
-0.2188832312822342,
0.21546709537506104,
0.21660290658473969,
-0.36114823818206787,
-0.3672829568386078,
0.11458157747983932,
0.5732602477073669,
-0.8200092315673828,
-0.03539624810218811,
0.13046906888484955,
-0.020137598738074303,
-0.10837527364492416,
0.2939608693122864,
0.09206795692443848,
0.03581516072154045,
-0.10646218806505203,
0.05676986649632454,
-0.24588142335414886,
0.24195082485675812,
-0.12742169201374054,
0.3390811085700989,
0.05056392401456833,
-0.5303604602813721,
0.1395341455936432,
0.18600378930568695,
-0.2086116373538971,
-0.02227790281176567,
0.1690416932106018,
-0.19582833349704742,
-0.06354758143424988,
0.20942836999893188,
-0.004503239411860704,
-0.23513416945934296,
-0.04561943933367729,
-0.16332338750362396,
-0.20755985379219055,
-0.13320425152778625,
-0.08862245827913284,
0.20021556317806244,
-0.032620638608932495,
-0.07859575748443604,
-0.33927467465400696,
-0.410519003868103,
-0.16770127415657043,
-0.20656104385852814,
0.2757324278354645,
0.10257870703935623,
0.030032947659492493,
-0.1021808609366417,
0.5886271595954895,
-0.09737714380025864,
-0.40740928053855896,
0.06354731321334839,
0.2310924381017685,
0.4092470407485962,
0.1268722265958786,
-0.25628387928009033,
-0.018743308261036873,
-0.07997361570596695,
-0.010526353493332863,
0.48557019233703613,
0.2712608277797699,
-0.1843235343694687,
-0.05848389118909836,
0.0346151702105999,
0.1839805245399475,
-0.27719759941101074,
0.05254406854510307,
0.1220451146364212,
0.16182735562324524,
-0.24475142359733582,
0.2144118845462799,
0.05848771706223488,
-0.048141174018383026,
-0.19423143565654755,
0.1113041415810585,
0.06927228718996048,
-0.08404020965099335,
0.3382108509540558,
0.3810346722602844,
0.14061956107616425,
-0.084353968501091,
0.02755267731845379,
0.02968226559460163,
0.29044604301452637,
0.13921700417995453,
0.20143121480941772,
-0.020984090864658356,
0.0038979495875537395,
0.4665330946445465,
0.3974289000034332,
-0.041792113333940506,
-0.197886124253273,
-0.05515375733375549,
0.32301077246665955,
0.21936194598674774,
0.10078361630439758,
0.1601344645023346,
-0.43383756279945374,
-0.2487110197544098,
-0.021212773397564888,
-0.10079048573970795,
-0.1839485466480255,
0.04399016126990318,
0.3703767657279968,
0.39345741271972656,
-0.5257890224456787,
-0.2690376043319702,
0.0910344272851944,
-0.008592451922595501,
-0.10076545178890228,
-0.023545928299427032,
-0.16161152720451355,
-0.025903701782226562,
0.04108044132590294,
-0.09123989939689636,
-0.1119711697101593,
0.3176025450229645,
0.04117093235254288,
0.2570939064025879,
0.0519145242869854,
0.4101997911930084,
0.3513185977935791,
0.047545187175273895,
0.2566618025302887,
0.03020440973341465,
-0.24605177342891693,
0.19108499586582184,
0.14039282500743866,
0.1635119915008545,
-0.1430162489414215,
-0.03535918891429901,
-0.1710088849067688,
-0.1283728927373886,
0.30384087562561035,
-0.03258282691240311,
0.11782016605138779,
0.2643900513648987,
0.07309558242559433,
0.0128321573138237,
0.16346459090709686,
0.03995668143033981,
0.008836659602820873,
-0.0845971331000328,
-0.17342235147953033,
0.4944336712360382,
-0.21570977568626404,
0.24710731208324432,
0.15379533171653748,
-0.1295027732849121,
0.10285840183496475,
0.08663056045770645,
0.02965308167040348,
0.1488039195537567,
0.5596122145652771,
-0.31623274087905884,
-0.1543392390012741,
-0.23965607583522797,
0.013285879045724869,
0.020827429369091988,
0.6919663548469543,
0.1588597595691681,
0.45184749364852905,
-0.10230065137147903,
-0.2958512306213379,
-0.13135024905204773,
-0.13652674853801727,
0.026948170736432076,
0.3040648400783539,
0.32473674416542053,
-0.22214268147945404,
0.36937108635902405,
0.28571903705596924,
0.31693899631500244,
0.03349407762289047,
0.2022922933101654,
0.026313139125704765,
0.03173568472266197,
0.08654087781906128,
-0.2278982698917389,
0.31274139881134033,
-0.4761163294315338,
-0.23037324845790863,
0.019367363303899765,
0.1770937740802765,
-0.15759798884391785,
-0.12399313598871231,
0.276690274477005,
0.21056610345840454,
0.05440780892968178,
0.3564326763153076,
0.046031538397073746,
0.3243826925754547,
0.002236022613942623,
-0.018723109737038612,
0.014505726285278797,
-0.5402624607086182,
-0.0021692849695682526,
0.08119136095046997,
-0.10594985634088516,
-0.27950721979141235,
-0.030994543805718422,
-0.04784061759710312,
0.01787504367530346,
-0.1392127275466919,
0.1770959496498108,
0.4349820017814636,
-0.349601149559021,
0.06981969624757767,
-0.10641349107027054,
-0.15676088631153107,
0.2592363953590393,
0.02719821222126484,
0.16487236320972443,
0.022875750437378883,
0.15800371766090393,
0.11005387455224991,
0.3688216805458069,
0.030172400176525116,
-0.040957946330308914,
0.08169564604759216,
0.39046746492385864,
0.3605583608150482,
-0.17574943602085114,
-0.5782335996627808,
-0.024174997583031654,
0.17883478105068207,
-0.3058334290981293,
0.008182895369827747,
0.3805195987224579,
-0.0424586646258831,
0.13224215805530548,
-0.1377234160900116,
0.5173625946044922,
0.019762888550758362,
0.11783898621797562,
-0.40716099739074707,
-0.3186649680137634
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | Only datasets like wikipedia, wiki40b, wiki_dpr and natural questions are available already processed on the HF google storage. This is used to download directly the arrow file instead of building it from the original data files. | Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 36 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
Only datasets like wikipedia, wiki40b, wiki_dpr and natural questions are available already processed on the HF google storage. This is used to download directly the arrow file instead of building it from the original data files. | [
-0.1666768193244934,
-0.09972251951694489,
-0.06023559719324112,
0.25159594416618347,
-0.04688329994678497,
0.11431436985731125,
0.27080780267715454,
0.0048356251791119576,
0.4697786569595337,
0.16326767206192017,
-0.037074726074934006,
0.1923092007637024,
0.1889045685529709,
0.01693006604909897,
0.2863854467868805,
0.11644232273101807,
-0.025267992168664932,
0.4686413109302521,
-0.3328589200973511,
-0.12431080639362335,
-0.19998480379581451,
-0.20282110571861267,
-0.07527802139520645,
0.07488568127155304,
-0.07131509482860565,
-0.2044893354177475,
0.1787603795528412,
-0.14324946701526642,
-0.3065360188484192,
-0.35288551449775696,
0.17291803658008575,
0.3800322413444519,
-0.1642083376646042,
0.12443528324365616,
-0.00012614449951797724,
0.09429013729095459,
0.03292033076286316,
0.09487798064947128,
-0.5260356664657593,
0.0060269697569310665,
-0.1746385246515274,
0.0031731713097542524,
0.43793028593063354,
-0.018620990216732025,
0.28191205859184265,
-0.40824612975120544,
-0.1863090693950653,
-0.3450862467288971,
0.31399860978126526,
0.00532270735129714,
0.09058074653148651,
-0.07163682579994202,
-0.060490407049655914,
0.20943863689899445,
0.5697900652885437,
0.2733410894870758,
-0.45360100269317627,
0.28385797142982483,
-0.16036514937877655,
-0.04546022787690163,
-0.2330368012189865,
-0.01983044110238552,
-0.16491970419883728,
-0.017615117132663727,
0.3427164554595947,
-0.06580547988414764,
-0.21826112270355225,
-0.4648960828781128,
0.325316846370697,
0.447184681892395,
0.869011640548706,
-0.410291463136673,
-0.07292260974645615,
-0.18445269763469696,
0.20276488363742828,
0.09730221331119537,
0.28563743829727173,
0.39905914664268494,
-0.10664820671081543,
0.07589437812566757,
-0.2127392590045929,
-0.6784489750862122,
-0.2574293613433838,
-0.07118263095617294,
0.2603638768196106,
-0.11534208059310913,
0.01833377406001091,
0.0501590371131897,
0.30178916454315186,
0.008115958422422409,
0.36866524815559387,
-0.2238408923149109,
-0.36487042903900146,
0.27233371138572693,
-0.1842779815196991,
-0.21599672734737396,
-0.3739863336086273,
0.17448803782463074,
0.4409632384777069,
0.10098664462566376,
0.42957863211631775,
0.050321679562330246,
0.21707592904567719,
-0.07175090163946152,
-0.12527668476104736,
0.11283890902996063,
0.15042109787464142,
0.05338810384273529,
0.2999630868434906,
0.00777175510302186,
0.12638086080551147,
-0.004752038978040218,
0.15714198350906372,
-0.28763213753700256,
-0.07525766640901566,
-0.1376899927854538,
-0.06755894422531128,
-0.15530088543891907,
0.04280494153499603,
0.030806219205260277,
-0.09682955592870712,
-0.08881437033414841,
0.14045745134353638,
0.17645002901554108,
0.23133978247642517,
-0.07162056863307953,
-0.09286284446716309,
0.3906416594982147,
-0.22450603544712067,
-0.16485196352005005,
0.06560365855693817,
-0.1498604714870453,
-0.13486652076244354,
0.4797790050506592,
0.4003247022628784,
0.05391785129904747,
-0.19645491242408752,
0.47218117117881775,
-0.23747195303440094,
0.016677958890795708,
0.3698482811450958,
-0.3447742164134979,
0.17944791913032532,
0.507967472076416,
0.16433462500572205,
-0.13455213606357574,
-0.028773384168744087,
0.016687842085957527,
-0.14657530188560486,
0.37999022006988525,
-0.3486209213733673,
-0.2767961323261261,
-0.09162390232086182,
0.01928945630788803,
0.15607956051826477,
0.10551823675632477,
-0.8544900417327881,
0.2341754138469696,
-0.06272870302200317,
0.19221839308738708,
0.3423011302947998,
0.1384260505437851,
-0.14748120307922363,
-0.19244533777236938,
0.12505069375038147,
0.46845027804374695,
-0.38851383328437805,
0.08698782324790955,
0.03181052580475807,
-0.1592184156179428,
-0.12263059616088867,
0.08673464506864548,
-0.3584820330142975,
0.25619837641716003,
-0.14132001996040344,
-0.08861235529184341,
0.4231480062007904,
0.10553020238876343,
-0.19324065744876862,
0.24953816831111908,
0.17169278860092163,
-0.04793155938386917,
0.1314125508069992,
-0.0283835269510746,
0.0007528801797889173,
0.06928439438343048,
-0.38842153549194336,
0.13323061168193817,
0.3127721846103668,
-0.14875468611717224,
0.12454832345247269,
-0.264505535364151,
0.11710868030786514,
-0.1291520893573761,
-0.1417374163866043,
0.35763290524482727,
0.315782755613327,
-0.22282394766807556,
0.1151500716805458,
-0.186977818608284,
-0.05662059783935547,
0.2461000680923462,
0.09886979311704636,
0.06283596903085709,
-0.010571428574621677,
0.2677641808986664,
-0.7945266962051392,
0.17884843051433563,
-0.33600056171417236,
0.05766432732343674,
-0.01807115599513054,
-0.2592441141605377,
0.06954137235879898,
0.17328844964504242,
-0.08638979494571686,
0.2867397367954254,
-0.037766601890325546,
-0.5865475535392761,
0.022451253607869148,
-0.0337132103741169,
-0.13331986963748932,
0.0592193566262722,
-0.4370775520801544,
0.24248573184013367,
-0.23345482349395752,
0.37007513642311096,
0.20475953817367554,
0.11871115863323212,
0.07104041427373886,
-0.019832158461213112,
0.01751261204481125,
0.21956513822078705,
-0.15292024612426758,
0.11862609535455704,
0.146333709359169,
0.20476005971431732,
0.16098053753376007,
0.38479331135749817,
0.04758565500378609,
-0.5845120549201965,
0.3888183534145355,
-0.38071247935295105,
0.049306947737932205,
-0.06865536421537399,
0.009147020056843758,
0.27060627937316895,
-0.03963148221373558,
0.3539585769176483,
0.1418548822402954,
-0.0684296116232872,
-0.04058043286204338,
0.15397895872592926,
-0.01982458308339119,
-0.30337291955947876,
0.053068842738866806,
0.2990087866783142,
0.4224358797073364,
0.3638787567615509,
-0.006605400703847408,
-0.12190930545330048,
0.10779476165771484,
-0.036034710705280304,
0.20459550619125366,
0.30792802572250366,
-0.044127289205789566,
-0.3254674971103668,
0.07535018026828766,
-0.16009117662906647,
0.10069011151790619,
0.1284571886062622,
0.12051618099212646,
0.03442498296499252,
-0.15135592222213745,
-0.26632580161094666,
0.32908234000205994,
-0.02476748451590538,
0.45244237780570984,
0.19725507497787476,
0.05251658707857132,
-0.04291645810008049,
-0.5053236484527588,
0.11699631810188293,
-0.20846141874790192,
-0.06752167642116547,
-0.3271873891353607,
0.006736224517226219,
-0.23215056955814362,
-0.04294223710894585,
0.0692349225282669,
0.19742938876152039,
-0.5449182987213135,
-0.06463078409433365,
0.22378511726856232,
-0.06415962427854538,
0.12642785906791687,
-0.13845635950565338,
-0.21077221632003784,
0.3652671277523041,
-0.0992826372385025,
-0.17640040814876556,
-0.6031212210655212,
-0.024792253971099854,
0.11107102036476135,
-0.014648652635514736,
0.08773287385702133,
0.11834230273962021,
0.21177686750888824,
0.06547446548938751,
-0.07971678674221039,
-0.4650188088417053,
-0.10346926748752594,
0.2821800112724304,
-0.05975913256406784,
-0.12618958950042725,
0.1421792060136795,
0.2849062383174896,
-0.19573873281478882,
0.18195781111717224,
-0.1306825578212738,
-0.23146724700927734,
-0.15153349936008453,
0.23937155306339264,
-0.37112653255462646,
0.4133029878139496,
-0.041763823479413986,
-0.028500407934188843,
0.10133293271064758,
-0.052480220794677734,
0.16473615169525146,
0.14077913761138916,
0.21113233268260956,
0.13141298294067383,
0.1692740023136139,
-0.03282947838306427,
0.0723700076341629,
0.07042232155799866,
-0.1246543899178505,
-0.20965741574764252,
0.4650501608848572,
-0.2878260612487793,
-0.1776953935623169,
0.26963183283805847,
0.024888958781957626,
0.048199959099292755,
0.3943348526954651,
-0.764773428440094,
0.46287915110588074,
-0.2994993031024933,
0.038551341742277145,
-0.3009708523750305,
-0.06571359187364578,
0.17792679369449615,
0.19023732841014862,
0.0707082599401474,
-0.20317041873931885,
0.1442660540342331,
0.3033226430416107,
-0.05196843296289444,
-0.1278572529554367,
0.24019579589366913,
0.37114861607551575,
-0.44832682609558105,
0.651448130607605,
-0.21326661109924316,
0.20488284528255463,
0.37134093046188354,
0.06537488847970963,
0.4804442226886749,
-0.39405256509780884,
0.368264377117157,
-0.35338908433914185,
0.04406706243753433,
0.21675021946430206,
0.21281015872955322,
0.02393290027976036,
-0.2817349433898926,
-0.1636437326669693,
0.06639213114976883,
-0.04863850772380829,
-0.13695819675922394,
-0.06715567409992218,
-0.5520758032798767,
0.11954640597105026,
0.021016225218772888,
-0.04505757614970207,
-0.0029318074230104685,
-0.29839184880256653,
0.08291835337877274,
-0.06754188239574432,
0.4848749041557312,
-0.006818647496402264,
-0.2792009711265564,
-0.12406258285045624,
-0.33029040694236755,
0.0892266109585762,
-0.11961182206869125,
0.11812011152505875,
-0.13290168344974518,
0.22433647513389587,
0.33569005131721497,
0.1744420975446701,
0.16544118523597717,
-0.2095065414905548,
-0.02670956961810589,
-0.07909511029720306,
0.03809428960084915,
-0.3711468279361725,
0.2080155313014984,
0.07160942256450653,
-0.06578407436609268,
-0.49439772963523865,
0.17160937190055847,
-0.15472592413425446,
-0.3168124854564667,
0.011583808809518814,
0.4513147473335266,
-0.20967961847782135,
-0.14794443547725677,
-0.33071088790893555,
-0.02545122429728508,
-0.05590773746371269,
-0.11776381731033325,
-0.042342301458120346,
-0.3654845356941223,
-0.4115670621395111,
-0.16794556379318237,
-0.21270011365413666,
-0.12154681980609894,
0.08065655082464218,
0.056532591581344604,
0.2683749496936798,
0.04634949192404747,
-0.1071777269244194,
0.35053399205207825,
-0.032515231519937515,
0.5019233822822571,
0.6358851194381714,
0.05618608742952347,
-0.17299023270606995,
0.20446068048477173,
-0.15379031002521515,
0.15890848636627197,
0.11654149740934372,
-0.12324727326631546,
0.3661242425441742,
-0.013746333308517933,
-0.08906812965869904,
-0.16292227804660797,
-0.35578298568725586,
-0.07658641040325165,
-0.30864399671554565,
-0.3322860300540924,
-0.4312341809272766,
0.5538908243179321,
0.08693477511405945,
-0.12688244879245758,
0.5455660223960876,
0.4396696388721466,
-0.42226311564445496,
0.38499024510383606,
0.42147988080978394,
0.877451479434967,
-0.18595117330551147,
0.13739986717700958,
0.04201074317097664,
-0.16026930510997772,
0.05168408900499344,
-0.3475293815135956,
-0.055308904498815536,
-0.27621257305145264,
-0.2480943351984024,
-0.22088736295700073,
-0.2604960501194,
0.32074713706970215,
0.5598614811897278,
0.0758310854434967,
-0.016810236498713493,
-0.38471609354019165,
0.043447237461805344,
-0.08949509263038635,
0.27761971950531006,
-0.2985425591468811,
-0.3013455867767334,
-0.3294841945171356,
-0.001713296864181757,
0.08052060753107071,
-0.18589255213737488,
-0.012010185979306698,
0.19345775246620178,
0.14456957578659058,
-0.20845435559749603,
0.03094976767897606,
-0.052472230046987534,
-0.339798241853714,
0.17621029913425446,
-0.20594842731952667,
-0.3090371787548065,
0.35252878069877625,
0.3789278268814087,
-0.03240973502397537,
0.12474430352449417,
-0.15079058706760406,
0.0342162624001503,
0.16416577994823456,
0.03645748272538185,
-0.4183192551136017,
0.29588833451271057,
-0.00742129934951663,
-0.03258933499455452,
-0.2283525913953781,
0.2319411188364029,
-0.06710252910852432,
-0.2458573281764984,
0.026758063584566116,
-0.20212775468826294,
-0.0008234689594246447,
-0.030523238703608513,
0.29543042182922363,
-0.14715801179409027,
0.11764127016067505,
0.03508840873837471,
-0.004023170098662376,
-0.043471504002809525,
0.34140121936798096,
-0.14299523830413818,
0.126292422413826,
-0.4455615282058716,
-0.1689264178276062,
0.21171019971370697,
0.2873638868331909,
0.05824843794107437,
0.45128533244132996,
0.1148974820971489,
-0.3726486563682556,
-0.34625035524368286,
0.23890219628810883,
0.22958573698997498,
-0.6402403116226196,
-0.11738930642604828,
0.1829468160867691,
0.08421237021684647,
-0.14427927136421204,
0.08590221405029297,
-0.14110067486763,
0.1200365424156189,
0.03190728276968002,
-0.05932223051786423,
-0.13300871849060059,
0.24341490864753723,
-0.11369277536869049,
0.281909704208374,
0.11488229036331177,
-0.6818985939025879,
0.22751715779304504,
0.23232223093509674,
-0.11188900470733643,
-0.08810128271579742,
0.23630815744400024,
-0.20889700949192047,
-0.1703202873468399,
0.3237914443016052,
-0.037816815078258514,
-0.12076068669557571,
-0.07702414691448212,
-0.1613733172416687,
-0.0819709300994873,
-0.0679907500743866,
-0.07869206368923187,
0.20692895352840424,
-0.06291978061199188,
-0.017048873007297516,
-0.3042810261249542,
-0.4994452893733978,
-0.23139141499996185,
-0.176651269197464,
0.3165331780910492,
0.003768164897337556,
0.046587444841861725,
-0.09507247805595398,
0.5397336483001709,
-0.03744615241885185,
-0.5059787631034851,
0.09490149468183517,
0.06813178211450577,
0.3120408356189728,
0.034515686333179474,
-0.14591972529888153,
0.17989830672740936,
-0.07848620414733887,
-0.13693735003471375,
0.277689129114151,
0.16363127529621124,
-0.17431212961673737,
-0.039099086076021194,
-0.08864853531122208,
0.1683628112077713,
-0.290794312953949,
-0.049812790006399155,
0.32594695687294006,
0.05786700174212456,
-0.4079628884792328,
0.2748280465602875,
-0.025851069018244743,
-0.048458825796842575,
-0.16978859901428223,
0.1993432193994522,
-0.12152498215436935,
-0.11918729543685913,
0.298969566822052,
0.2730691134929657,
0.05330349877476692,
-0.2868102788925171,
0.05345765873789787,
-0.2210308462381363,
0.015947433188557625,
0.009328816086053848,
0.3286037743091583,
0.012122289277613163,
-0.020833035930991173,
0.17274868488311768,
0.37379202246665955,
-0.006850890349596739,
-0.16174530982971191,
0.16351690888404846,
0.2933344841003418,
0.2526712715625763,
0.05881292372941971,
0.056638140231370926,
-0.2255406528711319,
-0.2934306263923645,
0.21542717516422272,
-0.32246583700180054,
-0.1408235728740692,
0.13553652167320251,
0.2070709466934204,
0.6086522340774536,
-0.28561991453170776,
-0.2322923094034195,
-0.02158210054039955,
0.03685170039534569,
-0.015297074802219868,
-0.1585858017206192,
-0.12383981794118881,
0.03293589875102043,
0.050057344138622284,
-0.01234692893922329,
-0.00048191859968937933,
0.22237703204154968,
0.13572640717029572,
0.17438450455665588,
-0.004715754650533199,
0.7997291684150696,
0.2598020136356354,
0.05425116792321205,
0.12621130049228668,
-0.08415500819683075,
-0.2683350145816803,
0.24776524305343628,
0.04146311804652214,
0.25548404455184937,
-0.275799036026001,
0.11203788965940475,
-0.16592133045196533,
-0.2564069926738739,
0.36342737078666687,
-0.055747367441654205,
0.11212342977523804,
0.2614704668521881,
0.24249964952468872,
-0.09338369965553284,
0.30082300305366516,
-0.037958383560180664,
0.035584744065999985,
-0.24345770478248596,
0.16826893389225006,
0.4942239820957184,
0.006617669016122818,
-0.0879393145442009,
0.2070050835609436,
-0.21294410526752472,
0.2865085005760193,
-0.017345769330859184,
0.02514747716486454,
0.13618075847625732,
0.5175830721855164,
-0.19370540976524353,
-0.24391810595989227,
-0.27462488412857056,
-0.019890183582901955,
-0.09084317088127136,
0.7207258939743042,
0.09938783943653107,
0.3605441451072693,
-0.04199877008795738,
-0.2870458960533142,
-0.1729602962732315,
-0.1709919571876526,
-0.20536161959171295,
0.2452678233385086,
0.3425690531730652,
0.004652573727071285,
0.18946582078933716,
0.3650677502155304,
0.2575705647468567,
-0.10267636924982071,
0.12707026302814484,
0.155500128865242,
-0.022972041741013527,
-0.01499132253229618,
-0.057714976370334625,
0.3434264063835144,
-0.6017377376556396,
-0.348343163728714,
0.038136109709739685,
0.1895769238471985,
-0.12639425694942474,
-0.12013620883226395,
0.19930891692638397,
0.24552935361862183,
0.36677947640419006,
0.4701032042503357,
0.04517720267176628,
0.23086869716644287,
-0.06627009809017181,
-0.02609267644584179,
0.17626677453517914,
-0.4044027328491211,
-0.009700704365968704,
0.2698434293270111,
0.02173249050974846,
-0.24805095791816711,
-0.07703866809606552,
0.133539080619812,
0.035182807594537735,
0.045413777232170105,
0.060702260583639145,
0.47184523940086365,
-0.3078615963459015,
0.07112186402082443,
0.09820781648159027,
-0.04789339378476143,
0.055905163288116455,
-0.10702727735042572,
0.16134333610534668,
0.06454699486494064,
0.04727594554424286,
-0.05936683341860771,
0.19970190525054932,
-0.05510633438825607,
-0.016073083505034447,
0.28070589900016785,
0.4276408553123474,
0.2663162052631378,
-0.16418775916099548,
-0.42570632696151733,
0.08378501981496811,
0.3360574543476105,
-0.3001609146595001,
-0.07545636594295502,
0.25714752078056335,
-0.1475956290960312,
0.2642500102519989,
-0.18790195882320404,
0.5215162038803101,
-0.07734549790620804,
0.09868890047073364,
-0.5550121068954468,
-0.37780851125717163
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | @lhoestq How can we make sure that the data we upload on HuggingFace hub is available in form of preprocessed arrow files ? | Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 23 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
@lhoestq How can we make sure that the data we upload on HuggingFace hub is available in form of preprocessed arrow files ? | [
-0.11009698361158371,
-0.45456942915916443,
-0.12453409284353256,
0.3275224566459656,
0.13850520551204681,
0.06665004789829254,
0.10800863802433014,
0.0051870690658688545,
0.2907288372516632,
0.2163161039352417,
-0.07625764608383179,
0.3311558663845062,
0.07582549750804901,
0.2674564719200134,
0.31140968203544617,
0.07535255700349808,
-0.012606614269316196,
0.33741113543510437,
-0.47077441215515137,
-0.0729583203792572,
-0.022650934755802155,
-0.13127072155475616,
-0.02807975932955742,
0.1429721713066101,
-0.3697291612625122,
-0.12027684599161148,
0.16590219736099243,
0.13189241290092468,
-0.4114731550216675,
-0.300458163022995,
0.2799259424209595,
0.3918723165988922,
-0.21103329956531525,
0.28401070833206177,
-0.00011852828902192414,
0.03479168936610222,
0.014841102994978428,
0.04694291576743126,
-0.42345377802848816,
-0.06300026178359985,
-0.10527913272380829,
-0.09001271426677704,
0.5526961088180542,
0.13635805249214172,
0.10499824583530426,
-0.40110549330711365,
-0.22450056672096252,
-0.1469559371471405,
0.4965696632862091,
-0.12214832752943039,
0.17080357670783997,
0.40020111203193665,
-0.036795128136873245,
0.001256904797628522,
0.2102968543767929,
0.390361487865448,
-0.4905523657798767,
0.277750164270401,
0.10352697968482971,
0.0421915240585804,
-0.20851194858551025,
-0.04912549629807472,
-0.00485676946118474,
-0.13731929659843445,
0.37560755014419556,
-0.0360606424510479,
-0.19853971898555756,
-0.46399885416030884,
0.07086487859487534,
0.34842705726623535,
0.5639100074768066,
-0.3297150731086731,
-0.14463576674461365,
-0.3594790995121002,
0.24025899171829224,
-0.021607430651783943,
0.32936546206474304,
0.22553735971450806,
-0.1578769087791443,
0.06734704971313477,
-0.26633918285369873,
-0.5470794439315796,
-0.3333832621574402,
-0.21857573091983795,
0.5047807693481445,
-0.0769151970744133,
-0.10865409672260284,
-0.012990519404411316,
0.24918144941329956,
-0.07774150371551514,
0.29175227880477905,
-0.0805458277463913,
-0.2887803912162781,
0.21612706780433655,
-0.19146393239498138,
-0.3093225657939911,
-0.2812367379665375,
0.4735991358757019,
0.3961884677410126,
0.4002006947994232,
0.523963451385498,
0.09594067931175232,
0.07201095670461655,
-0.11747575551271439,
-0.031717561185359955,
0.15873044729232788,
0.1935536414384842,
-0.11553288251161575,
0.2119949758052826,
0.1582825779914856,
0.17208757996559143,
0.009821340441703796,
0.060181181877851486,
-0.3296576142311096,
-0.1955472081899643,
-0.0224679633975029,
0.15448328852653503,
-0.1553846001625061,
0.09394418448209763,
-0.13745319843292236,
0.2613370716571808,
0.06386925280094147,
0.35609501600265503,
0.056974366307258606,
0.18069250881671906,
-0.029545916244387627,
-0.17910486459732056,
0.37900614738464355,
-0.24808327853679657,
-0.2792922556400299,
-0.10474255681037903,
-0.16943851113319397,
-0.1806076616048813,
0.45860421657562256,
0.409061998128891,
-0.1122870147228241,
-0.08871147781610489,
0.44870269298553467,
0.05722546949982643,
-0.015342664904892445,
0.04849044978618622,
-0.16983221471309662,
0.14901825785636902,
0.4378684461116791,
-0.029096830636262894,
-0.07057908922433853,
-0.09944138675928116,
0.12501706182956696,
-0.14652565121650696,
0.2650177478790283,
-0.3646676242351532,
-0.4418751001358032,
0.04447559267282486,
0.05431711673736572,
-0.04444604367017746,
0.01825854741036892,
-0.7932119369506836,
0.1292460560798645,
-0.2953803837299347,
0.3496224582195282,
0.2732410132884979,
0.18343305587768555,
-0.04244687780737877,
-0.20146608352661133,
0.18595542013645172,
0.3522907793521881,
-0.18421120941638947,
0.09594397991895676,
0.13878610730171204,
-0.3303406238555908,
-0.17801810801029205,
0.11798911541700363,
-0.36677059531211853,
0.2427915781736374,
-0.1544751524925232,
0.04164465144276619,
0.42121899127960205,
-0.0907350480556488,
-0.007726852782070637,
-0.07636687159538269,
-0.03432322293519974,
0.10334976762533188,
0.1471959352493286,
-0.10763567686080933,
-0.03807465359568596,
-0.12160070240497589,
-0.2622414827346802,
0.1754320114850998,
0.15813210606575012,
-0.18942652642726898,
0.08905288577079773,
-0.22003702819347382,
-0.047020331025123596,
0.015523969195783138,
-0.3854590356349945,
0.1361885964870453,
0.06948879361152649,
-0.3777514696121216,
0.06121484562754631,
-0.14471881091594696,
-0.106374092400074,
0.07156626135110855,
-0.005489907693117857,
0.09058975428342819,
-0.0275944322347641,
0.24646468460559845,
-0.8245881199836731,
0.2613978385925293,
-0.1207311600446701,
-0.014408047311007977,
-0.1286075860261917,
-0.19913449883460999,
0.006570280529558659,
0.19677139818668365,
-0.161335751414299,
0.4198439121246338,
0.04008558392524719,
-0.6630691885948181,
0.12370222061872482,
-0.2078923135995865,
-0.43885374069213867,
0.1259002536535263,
-0.35886508226394653,
0.41691550612449646,
-0.5347791314125061,
0.14093808829784393,
0.2798050045967102,
0.002394516719505191,
0.10170853137969971,
0.08576861768960953,
-0.005961609538644552,
0.12026648968458176,
-0.08339430391788483,
0.20826870203018188,
0.2024601399898529,
0.4575897455215454,
0.30439695715904236,
0.4158652126789093,
0.15022721886634827,
-0.4250657260417938,
0.22534294426441193,
-0.4385344386100769,
-0.04006272554397583,
-0.006869343109428883,
-0.00012464527389965951,
0.2602643370628357,
-0.47748786211013794,
0.24871224164962769,
0.07176385074853897,
-0.07998445630073547,
-0.06402409821748734,
0.16097071766853333,
-0.2656233310699463,
-0.21457718312740326,
0.15596452355384827,
0.16313013434410095,
0.320819616317749,
0.27112096548080444,
0.07313971221446991,
-0.034623030573129654,
0.018313804641366005,
-0.1053541898727417,
-0.056252092123031616,
0.13569144904613495,
0.014498434960842133,
-0.09409718960523605,
0.19219842553138733,
-0.10286477208137512,
0.13021281361579895,
0.15530148148536682,
0.19307109713554382,
0.07490196079015732,
-0.17825621366500854,
-0.3413228690624237,
0.24328045547008514,
0.15923859179019928,
0.34052976965904236,
-0.017316626384854317,
-0.07344609498977661,
-0.07063128799200058,
-0.5441479682922363,
0.17751695215702057,
-0.33890223503112793,
-0.17543350160121918,
-0.3400021493434906,
-0.08054584264755249,
-0.2896672785282135,
0.02554994635283947,
0.07969969511032104,
-0.2292754352092743,
-0.5078180432319641,
0.04966222494840622,
0.3225148320198059,
-0.019066613167524338,
-0.0947643294930458,
-0.07931304723024368,
-0.05839795246720314,
0.5088120102882385,
-0.22794674336910248,
0.018519628793001175,
-0.5136078596115112,
0.10253586620092392,
0.18985988199710846,
0.041152507066726685,
0.13106900453567505,
0.11519663780927658,
0.37116166949272156,
-0.050433430820703506,
0.14801064133644104,
-0.27432337403297424,
0.05714124068617821,
0.21856637299060822,
-0.17487087845802307,
-0.0808986946940422,
0.0650816485285759,
0.20008260011672974,
-0.07124386727809906,
0.16529299318790436,
0.011964996345341206,
-0.28966009616851807,
-0.1578965038061142,
0.0980067178606987,
-0.21792952716350555,
0.2611680328845978,
-0.14661850035190582,
0.07851123809814453,
0.08478152006864548,
-0.2372639775276184,
0.3560938239097595,
0.07277004420757294,
0.16594015061855316,
0.18217486143112183,
0.18537402153015137,
0.022503118962049484,
-0.23591800034046173,
0.1332661509513855,
-0.07921656966209412,
-0.4334351122379303,
0.4475567638874054,
-0.23340751230716705,
-0.26123130321502686,
0.3169551193714142,
0.12969358265399933,
0.2379162609577179,
0.11632426828145981,
-0.5254433155059814,
0.1258659064769745,
-0.17058753967285156,
0.031962208449840546,
-0.1600884348154068,
0.05619163438677788,
0.3184773325920105,
0.08640247583389282,
-0.002733582863584161,
-0.14391593635082245,
0.10065723955631256,
0.30760863423347473,
-0.04589465260505676,
-0.042124953120946884,
0.0426628440618515,
0.014901396818459034,
-0.41008007526397705,
0.436357706785202,
-0.06406322866678238,
0.22185929119586945,
0.3528682291507721,
0.11279936134815216,
0.3964579999446869,
-0.29600921273231506,
0.28078916668891907,
-0.528657078742981,
-0.08072319626808167,
0.21563374996185303,
0.13060644268989563,
0.42946937680244446,
0.13014507293701172,
-0.2506132125854492,
0.03702311962842941,
0.01228113379329443,
-0.2276194989681244,
0.08424919098615646,
-0.48711273074150085,
-0.10967657715082169,
-0.03299203887581825,
-0.07474207133054733,
-0.061088111251592636,
-0.20151980221271515,
0.14682374894618988,
-0.08547297865152359,
0.47839707136154175,
-0.15602809190750122,
-0.4461257755756378,
-0.12905745208263397,
-0.3959273397922516,
0.11367032676935196,
-0.12003103643655777,
-0.11012233048677444,
-0.013036593794822693,
-0.05119635909795761,
0.3627045452594757,
0.26129150390625,
0.3381395637989044,
-0.01758076623082161,
-0.22695375978946686,
-0.1811385303735733,
-0.15221020579338074,
-0.5588305592536926,
0.2730967104434967,
-0.02500244788825512,
0.053047362715005875,
-0.4321386218070984,
0.23220565915107727,
-0.1590503603219986,
-0.48676958680152893,
-0.03473210707306862,
0.3422042429447174,
-0.16919033229351044,
-0.15656110644340515,
-0.2592451274394989,
0.00754895992577076,
0.0096304751932621,
-0.1962580382823944,
0.023809880018234253,
-0.3379901945590973,
-0.3770415484905243,
-0.23759911954402924,
-0.13673603534698486,
-0.07026346027851105,
0.06932771950960159,
0.13054844737052917,
0.30565452575683594,
-0.049102358520030975,
-0.05010734125971794,
0.6013352274894714,
0.13187162578105927,
0.3350692391395569,
0.7355263233184814,
0.04717784374952316,
-0.33114415407180786,
-0.0033870518673211336,
-0.048432931303977966,
0.30597051978111267,
0.3620961308479309,
-0.01464263815432787,
0.274954229593277,
-0.11066420376300812,
-0.03423546254634857,
-0.4976654350757599,
-0.29902538657188416,
0.07015934586524963,
-0.2617883086204529,
-0.2227219045162201,
-0.21904568374156952,
0.5680628418922424,
0.01899641752243042,
-0.15206070244312286,
0.5435664057731628,
0.7026253342628479,
-0.2865084409713745,
0.3620838224887848,
0.25075483322143555,
1.0189738273620605,
-0.12584291398525238,
0.1765020787715912,
0.1644607037305832,
-0.1596134603023529,
0.22159390151500702,
-0.15654388070106506,
-0.07280968129634857,
-0.11081884801387787,
-0.18128375709056854,
-0.1127723902463913,
-0.20244790613651276,
0.23493967950344086,
0.39574864506721497,
0.0797576755285263,
0.0002264055801788345,
-0.35056647658348083,
0.02467772364616394,
-0.27785906195640564,
0.14374017715454102,
-0.3000413179397583,
-0.5094457268714905,
-0.5215590596199036,
0.09045451134443283,
0.14921370148658752,
-0.06680320203304291,
-0.06095682457089424,
0.17196902632713318,
0.07232225686311722,
-0.1597868949174881,
0.08206299692392349,
-0.15385763347148895,
-0.23088786005973816,
-0.05092431977391243,
0.17181117832660675,
-0.2952210009098053,
0.17727884650230408,
0.30743643641471863,
0.12403542548418045,
-0.06675102561712265,
-0.1936374008655548,
0.09378491342067719,
0.019896263256669044,
0.04197227582335472,
-0.45125672221183777,
0.1863235980272293,
0.043651118874549866,
-0.11459816992282867,
-0.19313456118106842,
-0.014962498098611832,
0.06897521764039993,
-0.16750185191631317,
0.05953781306743622,
-0.1282440572977066,
-0.026072781533002853,
-0.17717015743255615,
0.25040021538734436,
-0.10111987590789795,
0.29991763830184937,
0.04533252492547035,
0.07862745970487595,
0.11160806566476822,
0.19354861974716187,
-0.005319148302078247,
0.3507254421710968,
-0.292236864566803,
-0.10052978992462158,
0.1709354966878891,
0.12276832014322281,
-0.311318576335907,
0.36366403102874756,
0.07271962612867355,
-0.3071180284023285,
-0.35103750228881836,
0.31433337926864624,
0.39192619919776917,
-0.8428548574447632,
-0.007308531552553177,
0.23568011820316315,
-0.07065269351005554,
-0.19131600856781006,
0.1781541407108307,
0.13873474299907684,
-0.07107450067996979,
0.06333354860544205,
0.06305509060621262,
-0.3358900845050812,
0.33091825246810913,
0.11526259779930115,
0.22596535086631775,
-0.05699992924928665,
-0.7230479717254639,
0.19068597257137299,
0.2346629947423935,
-0.21086709201335907,
-0.011026622727513313,
0.14330559968948364,
-0.13708582520484924,
-0.1973806917667389,
0.21826596558094025,
0.08253171294927597,
-0.22963765263557434,
-0.031000327318906784,
-0.12594547867774963,
-0.2582264840602875,
-0.15487247705459595,
-0.14986957609653473,
0.16339360177516937,
-0.07319030910730362,
-0.10375159978866577,
-0.31078460812568665,
-0.3471992611885071,
-0.09703460335731506,
-0.17016012966632843,
0.24928416311740875,
0.059742894023656845,
0.12586703896522522,
-0.2683153450489044,
0.6817310452461243,
0.10243131220340729,
-0.4241310954093933,
0.12370051443576813,
0.2305528223514557,
0.45352140069007874,
0.11636856943368912,
-0.34048178791999817,
-0.12076139450073242,
-0.19149288535118103,
0.2119705080986023,
0.33744803071022034,
0.37666741013526917,
-0.13558121025562286,
-0.11386948823928833,
0.046649836003780365,
0.15650536119937897,
-0.3454877436161041,
0.09470793604850769,
0.39995160698890686,
0.05424465984106064,
-0.2553441524505615,
0.25094085931777954,
0.08727262169122696,
0.04651423543691635,
-0.060886334627866745,
0.25091081857681274,
0.04695102199912071,
-0.10933040082454681,
0.2647153437137604,
0.23522025346755981,
0.22086527943611145,
-0.10220613330602646,
0.049036767333745956,
-0.1480415016412735,
0.14477354288101196,
0.030469633638858795,
0.11581800878047943,
-0.21760952472686768,
-0.0858725905418396,
0.3323887586593628,
0.4036591351032257,
-0.006565486546605825,
-0.04354884847998619,
-0.026687096804380417,
0.48275965452194214,
0.17136704921722412,
0.19139011204242706,
0.19797171652317047,
-0.2922002077102661,
-0.3643682301044464,
-0.02747388184070587,
-0.10327311605215073,
-0.1535484492778778,
0.15260058641433716,
0.487387478351593,
0.34851834177970886,
-0.4362683594226837,
-0.2760215699672699,
-0.05715567246079445,
-0.030401723459362984,
-0.03833383321762085,
-0.1758430451154709,
-0.1453133374452591,
-0.016543375328183174,
-0.08562293648719788,
-0.08031486719846725,
-0.016051841899752617,
0.2937101423740387,
0.08977698534727097,
0.2287435382604599,
0.06396089494228363,
0.3939078450202942,
0.2061110883951187,
0.15102921426296234,
0.3409269154071808,
0.06315887719392776,
0.0059549277648329735,
0.32308608293533325,
0.09474807977676392,
0.2646946310997009,
-0.11242268234491348,
-0.05002501606941223,
-0.1727469116449356,
-0.008248241618275642,
0.30323702096939087,
-0.09250959008932114,
0.04960763454437256,
0.39936724305152893,
0.17488206923007965,
0.13276202976703644,
0.1311962753534317,
0.07551182061433792,
-0.03727565333247185,
-0.19491387903690338,
-0.088999904692173,
0.41919413208961487,
-0.01886378973722458,
0.10955266654491425,
0.09706981480121613,
-0.21617086231708527,
-0.03509284928441048,
-0.03080741874873638,
-0.049422796815633774,
0.09700556099414825,
0.48814472556114197,
-0.29781702160835266,
-0.2739187180995941,
-0.2831571102142334,
0.030726158991456032,
0.058215975761413574,
0.8948063254356384,
0.24009698629379272,
0.26434090733528137,
0.011320830322802067,
-0.354737788438797,
-0.23992444574832916,
-0.033005207777023315,
-0.07517044991254807,
0.27138933539390564,
0.18881699442863464,
-0.13064594566822052,
0.20978860557079315,
0.49190351366996765,
0.24005061388015747,
-0.15731245279312134,
0.1594812124967575,
-0.0028053594287484884,
-0.0664309561252594,
0.014024273492395878,
0.03036394529044628,
0.19391962885856628,
-0.4093899428844452,
-0.15085767209529877,
0.1641545444726944,
0.25519582629203796,
-0.12886549532413483,
0.060990508645772934,
0.2979821264743805,
0.04699594900012016,
0.26779210567474365,
0.3522816598415375,
0.10147848725318909,
0.13590456545352936,
0.0656997486948967,
-0.0964447408914566,
-0.05083145573735237,
-0.4565627872943878,
0.0010539208305999637,
0.2205655425786972,
-0.007412185426801443,
-0.30852892994880676,
-0.12220251560211182,
0.03459133952856064,
0.07050599902868271,
-0.008491077460348606,
0.0030953208915889263,
0.2791024148464203,
-0.2836878001689911,
0.0735960528254509,
0.10593605041503906,
-0.055023882538080215,
0.19091381132602692,
0.009986764751374722,
-0.00545587670058012,
0.016159851104021072,
0.04966646432876587,
0.04646269977092743,
0.4059772789478302,
0.06410923600196838,
-0.03982022777199745,
0.1455320566892624,
0.3363783657550812,
0.3294086158275604,
-0.19508293271064758,
-0.5431340336799622,
0.022327499464154243,
0.06802475452423096,
-0.3204876482486725,
-0.01929410733282566,
0.5207043886184692,
-0.1929081231355667,
0.07618401944637299,
-0.1330619752407074,
0.6729959845542908,
0.03514328598976135,
0.20699039101600647,
-0.27965617179870605,
-0.28609499335289
] |
https://github.com/huggingface/datasets/issues/2092 | How to disable making arrow tables in load_dataset ? | We're still working on this :) This will be available soon
Users will be able to put their processed arrow files on the Hub | Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ? | 24 | How to disable making arrow tables in load_dataset ?
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
We're still working on this :) This will be available soon
Users will be able to put their processed arrow files on the Hub | [
-0.31036797165870667,
-0.2093835026025772,
-0.14643238484859467,
0.26523539423942566,
0.03456997498869896,
0.06669431924819946,
0.27370980381965637,
0.11328869313001633,
0.3428301513195038,
0.22532975673675537,
0.02257843129336834,
0.5258626937866211,
0.020450782030820847,
0.13482171297073364,
0.21488407254219055,
0.21048657596111298,
-0.05675440654158592,
0.3835603892803192,
-0.3702230751514435,
-0.02179323136806488,
-0.01323065347969532,
-0.2425345778465271,
-0.03695656731724739,
0.16542555391788483,
-0.3527927100658417,
-0.1516541689634323,
0.20509178936481476,
-0.07997745275497437,
-0.37333112955093384,
-0.3553421199321747,
0.28087425231933594,
0.37138643860816956,
-0.2569585144519806,
0.21407270431518555,
-0.00011598391574807465,
0.08175258338451385,
0.11647570878267288,
0.12940451502799988,
-0.35112738609313965,
0.027133561670780182,
-0.2709638178348541,
-0.05063140019774437,
0.5330003499984741,
0.048189546912908554,
0.17402131855487823,
-0.3140256106853485,
-0.32610568404197693,
-0.2373577207326889,
0.3075525164604187,
-0.10841739922761917,
0.19016151130199432,
0.13381455838680267,
-0.12586519122123718,
0.02142210491001606,
0.3372375965118408,
0.2644140422344208,
-0.516621470451355,
0.17665621638298035,
0.002949194982647896,
0.018685409799218178,
-0.2683086693286896,
-0.06923940777778625,
-0.08066368848085403,
-0.16705629229545593,
0.27918440103530884,
-0.15353675186634064,
-0.11417780071496964,
-0.427537202835083,
0.0803016647696495,
0.25991594791412354,
0.7489737272262573,
-0.3426681160926819,
-0.10134045779705048,
-0.22712083160877228,
0.2399844229221344,
0.0463201105594635,
0.2915191352367401,
0.24840125441551208,
-0.14381225407123566,
0.04929094761610031,
-0.32209163904190063,
-0.5807151794433594,
-0.3312957286834717,
-0.2287508100271225,
0.33896833658218384,
-0.1010698601603508,
-0.003177641425281763,
-0.004358489997684956,
0.27399036288261414,
-0.03224636986851692,
0.6454588770866394,
-0.09578276425600052,
-0.42266878485679626,
0.16843163967132568,
-0.25799402594566345,
-0.34510016441345215,
-0.25678524374961853,
0.39407506585121155,
0.26975253224372864,
0.3345095217227936,
0.5258708596229553,
0.08301123976707458,
0.10218409448862076,
-0.060160331428050995,
-0.08298125118017197,
0.15262651443481445,
0.3308389186859131,
-0.053974464535713196,
0.2798464298248291,
-0.029062459245324135,
0.09410753846168518,
0.030074499547481537,
0.06839904189109802,
-0.4570540189743042,
-0.173643559217453,
0.032119810581207275,
-0.0016696995589882135,
-0.18580998480319977,
0.05486442893743515,
-0.19811145961284637,
0.18231232464313507,
0.07439189404249191,
0.3349527418613434,
0.04474301636219025,
0.2945009171962738,
0.07408752292394638,
-0.18319416046142578,
0.2993353307247162,
-0.20953227579593658,
-0.17150431871414185,
-0.04727103188633919,
-0.2076270580291748,
-0.24396270513534546,
0.32116225361824036,
0.3855164647102356,
0.021937448531389236,
-0.15190915763378143,
0.45058971643447876,
-0.06351293623447418,
0.017169179394841194,
0.2573392391204834,
-0.18189913034439087,
0.17044930160045624,
0.5423360466957092,
0.009039394557476044,
-0.16206350922584534,
-0.11043330281972885,
0.028239453211426735,
-0.07017525285482407,
0.4509626626968384,
-0.4174426198005676,
-0.3716728389263153,
0.06009348854422569,
0.10577095299959183,
-0.07882534712553024,
-0.0629550889134407,
-0.7715760469436646,
0.044815000146627426,
-0.13295592367649078,
0.3094383478164673,
0.26487255096435547,
0.12426815181970596,
-0.0766552984714508,
-0.20447643101215363,
0.0895228236913681,
0.27950283885002136,
-0.3330899178981781,
0.18440228700637817,
-0.0560634545981884,
-0.20377224683761597,
-0.1754714995622635,
-0.0012652024161070585,
-0.4258306622505188,
0.2005176693201065,
-0.13040341436862946,
0.011864818632602692,
0.5192419290542603,
-0.06679464131593704,
-0.007045310456305742,
0.07265777885913849,
0.04367703199386597,
-0.0900363102555275,
0.15256041288375854,
-0.06359761208295822,
-0.028689855709671974,
-0.14478959143161774,
-0.2948603332042694,
0.0517013743519783,
0.2370394915342331,
-0.1687285155057907,
0.10822095721960068,
-0.2682802379131317,
0.09478455036878586,
-0.09104041755199432,
-0.27804216742515564,
0.12101124227046967,
0.23022247850894928,
-0.23424667119979858,
0.1505141705274582,
-0.1324552744626999,
-0.10915622860193253,
0.15298691391944885,
0.0997966080904007,
-0.09653431177139282,
-0.002666223095729947,
0.1729295253753662,
-0.6459123492240906,
0.24462692439556122,
-0.1348225623369217,
-0.0035564762074500322,
-0.014318110421299934,
-0.25819259881973267,
0.05533648282289505,
0.12925352156162262,
-0.1676238775253296,
0.39688917994499207,
0.06442683935165405,
-0.7594504356384277,
-0.021042101085186005,
-0.27305424213409424,
-0.3172905743122101,
0.0633026733994484,
-0.3434700667858124,
0.2090674340724945,
-0.3996978998184204,
0.19453950226306915,
0.2741888463497162,
0.017556922510266304,
0.09690620005130768,
0.04658893123269081,
-0.005608452949672937,
0.19213265180587769,
-0.18212999403476715,
0.21623340249061584,
0.24959523975849152,
0.3024958372116089,
0.27501341700553894,
0.39577731490135193,
0.0631694346666336,
-0.4625014066696167,
0.43027693033218384,
-0.49334806203842163,
-0.050870880484580994,
-0.02995961345732212,
0.05758179724216461,
0.22812719643115997,
-0.43889403343200684,
0.27139437198638916,
0.014361909590661526,
-0.06406906247138977,
-0.0025123876985162497,
0.13787269592285156,
-0.15250875055789948,
-0.19673709571361542,
0.06996729224920273,
0.2555827498435974,
0.25783073902130127,
0.2911311984062195,
0.15280598402023315,
-0.024493446573615074,
0.02167246676981449,
0.07969043403863907,
-0.0018182088388130069,
0.14290636777877808,
0.016256658360362053,
-0.13542984426021576,
0.11111241579055786,
0.013604780659079552,
0.2229938507080078,
0.17357324063777924,
0.0848785936832428,
-0.021246887743473053,
-0.13281011581420898,
-0.3586786389350891,
0.3063271641731262,
0.10056141018867493,
0.41620537638664246,
0.05292454734444618,
-0.022004302591085434,
-0.16834616661071777,
-0.5321383476257324,
0.10237232595682144,
-0.20034240186214447,
-0.11421874165534973,
-0.3129301071166992,
-0.1056990772485733,
-0.31635600328445435,
-0.008168921805918217,
0.07854832708835602,
-0.10673432052135468,
-0.49088719487190247,
-0.04136485233902931,
0.3447563946247101,
-0.03847412019968033,
-0.020731449127197266,
-0.019073816016316414,
-0.22083041071891785,
0.3961043059825897,
-0.1212586835026741,
0.06607601046562195,
-0.643534779548645,
-0.022367924451828003,
0.24652045965194702,
0.10311604291200638,
0.0695398598909378,
0.11059539020061493,
0.26265016198158264,
0.09765439480543137,
0.19826360046863556,
-0.21043258905410767,
0.044211551547050476,
0.15285681188106537,
-0.08807821571826935,
-0.14030492305755615,
0.11372344940900803,
0.12617629766464233,
-0.09978695958852768,
0.12349282950162888,
-0.12224608659744263,
-0.25449079275131226,
-0.1200752779841423,
0.16815809905529022,
-0.25861856341362,
0.2979022264480591,
-0.13292336463928223,
-0.015744321048259735,
0.10734575241804123,
-0.22317913174629211,
0.1770683079957962,
0.12415744364261627,
0.1861979365348816,
0.14407037198543549,
0.23284700512886047,
-0.019337434321641922,
-0.05566198378801346,
-0.07994931191205978,
-0.026209400966763496,
-0.38280072808265686,
0.4329153299331665,
-0.3228120505809784,
-0.19169169664382935,
0.34599769115448,
0.20780035853385925,
0.30503642559051514,
0.18488653004169464,
-0.4744645357131958,
0.37932175397872925,
-0.21856749057769775,
0.012955231592059135,
-0.23853391408920288,
-0.020847588777542114,
0.2446884959936142,
0.17603303492069244,
-0.04186921939253807,
-0.17610950767993927,
0.2295514941215515,
0.2544281780719757,
0.043761685490608215,
-0.05482734367251396,
0.025107450783252716,
0.07713733613491058,
-0.3237437903881073,
0.3563772439956665,
-0.12451087683439255,
0.14903797209262848,
0.22948352992534637,
0.026924017816781998,
0.3668173849582672,
-0.30669429898262024,
0.3087344467639923,
-0.44772663712501526,
-0.04154612496495247,
0.14450055360794067,
0.06411333382129669,
0.23907309770584106,
-0.12017511576414108,
-0.16019172966480255,
0.00965213868767023,
0.1319189816713333,
-0.1612616628408432,
-0.03461938723921776,
-0.7436402440071106,
-0.11734644323587418,
-0.055833540856838226,
-0.048046261072158813,
-0.029278695583343506,
-0.29881688952445984,
0.15224306285381317,
-0.1356479674577713,
0.4277971386909485,
-0.23158060014247894,
-0.3994402587413788,
-0.0872965008020401,
-0.25610122084617615,
0.0836079865694046,
-0.18275319039821625,
0.01003535557538271,
-0.011882499791681767,
0.10195185244083405,
0.28881797194480896,
0.24737785756587982,
0.316110759973526,
-0.217317134141922,
-0.09040223807096481,
-0.01679023914039135,
0.026806749403476715,
-0.5356786251068115,
0.2516007125377655,
0.10035420209169388,
0.1265266239643097,
-0.503795862197876,
0.1540517956018448,
0.03338973596692085,
-0.4428294897079468,
-0.09433522075414658,
0.3720583915710449,
-0.277508944272995,
-0.233915314078331,
-0.25977209210395813,
0.11570436507463455,
-0.005063309334218502,
-0.14388281106948853,
0.06100151315331459,
-0.3092708885669708,
-0.5351697206497192,
-0.3712531626224518,
-0.21949903666973114,
-0.20148569345474243,
0.0451502799987793,
0.16970886290073395,
0.27554193139076233,
-0.05764772370457649,
-0.09010633826255798,
0.46450307965278625,
0.01001365389674902,
0.3138619363307953,
0.5680853724479675,
0.1147114709019661,
-0.22085703909397125,
0.1053471490740776,
-0.255528062582016,
0.3461349606513977,
0.1833430975675583,
-0.1466764658689499,
0.2589339315891266,
-0.12999685108661652,
-0.14730168879032135,
-0.2657666802406311,
-0.34060797095298767,
-0.07620000094175339,
-0.28868529200553894,
-0.19258418679237366,
-0.40183573961257935,
0.4588521420955658,
0.04647090286016464,
-0.19205211102962494,
0.6431565284729004,
0.31900754570961,
-0.3394659161567688,
0.4343409538269043,
0.3548600673675537,
0.8494629859924316,
-0.11274990439414978,
0.09163403511047363,
0.021783187985420227,
-0.07936996966600418,
0.09846855700016022,
-0.2582962214946747,
-0.030872829258441925,
-0.21900832653045654,
-0.23961292207241058,
-0.15526887774467468,
-0.29671531915664673,
0.3031740188598633,
0.614132821559906,
0.10159368813037872,
-0.06747141480445862,
-0.4352979362010956,
-0.06423179805278778,
-0.22605833411216736,
0.14627385139465332,
-0.29505908489227295,
-0.3401350975036621,
-0.37853312492370605,
0.11251528561115265,
0.13483865559101105,
-0.25777608156204224,
0.019771024584770203,
0.1866467297077179,
0.044251538813114166,
-0.13104526698589325,
0.11500873416662216,
-0.006273001432418823,
-0.14191460609436035,
0.15258681774139404,
-0.1189703568816185,
-0.21751055121421814,
0.2758843004703522,
0.35979846119880676,
0.02381514199078083,
0.05252741277217865,
-0.14328926801681519,
0.20254544913768768,
0.16436855494976044,
0.15498904883861542,
-0.348869264125824,
0.19793102145195007,
0.028944198042154312,
-0.12030523270368576,
-0.2554785907268524,
0.06468912214040756,
0.09313226491212845,
-0.28962892293930054,
0.21492338180541992,
-0.03537791222333908,
0.08911962062120438,
-0.1722826510667801,
0.28179696202278137,
-0.07680264860391617,
0.2213684469461441,
0.04204823821783066,
0.11818350106477737,
0.17779408395290375,
0.16221745312213898,
0.1248469203710556,
0.19563236832618713,
-0.34179848432540894,
0.005192420445382595,
0.18400824069976807,
0.2707306146621704,
-0.22058610618114471,
0.30485203862190247,
-0.009532447904348373,
-0.3066760301589966,
-0.4091407358646393,
0.42173513770103455,
0.3146270215511322,
-0.8149151802062988,
-0.057242248207330704,
0.2092863917350769,
-0.0014709384413436055,
-0.05409588664770126,
0.08220060169696808,
-0.05929841101169586,
0.12207107990980148,
-0.052235573530197144,
-0.014666137285530567,
-0.29082268476486206,
0.21154774725437164,
0.11225224286317825,
0.3109157383441925,
-0.08971327543258667,
-0.7034538984298706,
0.18048574030399323,
0.15363258123397827,
-0.2199939787387848,
-0.05999188497662544,
0.22686778008937836,
-0.10255933552980423,
-0.37320810556411743,
0.27899953722953796,
-0.02801010012626648,
-0.2221340537071228,
-0.0012284895638003945,
-0.09534713625907898,
-0.13741499185562134,
-0.1694263368844986,
-0.14142674207687378,
0.14860641956329346,
-0.045248061418533325,
-0.02762644737958908,
-0.3236451745033264,
-0.39718449115753174,
-0.21675831079483032,
-0.07180201262235641,
0.22952225804328918,
0.01950307935476303,
0.07253855466842651,
-0.12252724915742874,
0.6832388043403625,
-0.022525403648614883,
-0.3817601501941681,
0.1587914079427719,
0.13563965260982513,
0.38806992769241333,
0.10009900480508804,
-0.1560024619102478,
0.0220111683011055,
-0.15475602447986603,
0.1818910539150238,
0.22451619803905487,
0.09303764253854752,
-0.011964112520217896,
-0.09836916625499725,
0.027261579409241676,
0.1843193769454956,
-0.3156689405441284,
0.027468590065836906,
0.3971515893936157,
0.09730765223503113,
-0.3781382441520691,
0.2585870027542114,
0.12905244529247284,
0.001202204148285091,
-0.15757517516613007,
0.22288869321346283,
0.05662615969777107,
-0.13675791025161743,
0.15797071158885956,
0.23538891971111298,
0.06973561644554138,
-0.23579977452754974,
0.0800212174654007,
-0.11769373714923859,
-0.06431682407855988,
0.08031269907951355,
0.2674281895160675,
-0.1702556312084198,
-0.12276367843151093,
0.2504900395870209,
0.2941710650920868,
-0.012187174521386623,
0.13033534586429596,
0.13126814365386963,
0.4220907688140869,
0.46821147203445435,
0.06443090736865997,
0.08939262479543686,
-0.14023561775684357,
-0.3395054340362549,
-0.03896500915288925,
-0.1989300698041916,
-0.2140466719865799,
0.24711014330387115,
0.2983282804489136,
0.4900267720222473,
-0.31157901883125305,
-0.19525690376758575,
-0.058615222573280334,
0.0022101770155131817,
0.059964869171381,
-0.25111663341522217,
-0.11936727911233902,
0.02836962603032589,
-0.1294396072626114,
-0.07326844334602356,
0.19702041149139404,
0.28049904108047485,
0.13958124816417694,
0.21686890721321106,
0.13571618497371674,
0.6554520726203918,
0.277342289686203,
0.13340792059898376,
0.2608628571033478,
-0.08659574389457703,
-0.15077531337738037,
0.30105534195899963,
0.09828492254018784,
0.21403822302818298,
-0.21611297130584717,
0.012824811041355133,
-0.10680762678384781,
-0.014180690981447697,
0.30383676290512085,
-0.12288525700569153,
-0.002190390368923545,
0.3791874051094055,
0.1692742258310318,
0.15029406547546387,
0.19707073271274567,
0.08628791570663452,
-0.00422971835359931,
-0.24149230122566223,
0.015736140310764313,
0.4444573223590851,
0.077692411839962,
0.15331940352916718,
0.33109715580940247,
-0.35675162076950073,
0.11817388236522675,
0.00798292737454176,
0.0646655261516571,
0.058517735451459885,
0.6564627289772034,
-0.3163783550262451,
-0.27993398904800415,
-0.38614708185195923,
0.03665727376937866,
-0.04521913826465607,
0.8656642436981201,
-0.008355301804840565,
0.27659597992897034,
0.04942760616540909,
-0.2842508554458618,
-0.22945481538772583,
-0.0662245824933052,
-0.04758752882480621,
0.3431774079799652,
0.22840732336044312,
-0.13737477362155914,
0.23494136333465576,
0.4011736810207367,
0.2569219768047333,
-0.16220183670520782,
0.20064383745193481,
0.09885504096746445,
-0.1066654697060585,
0.07743354886770248,
0.057064615190029144,
0.33715370297431946,
-0.5004720687866211,
-0.2039075493812561,
0.10735660046339035,
0.2701491415500641,
-0.07490532100200653,
-0.004189861472696066,
0.13133691251277924,
0.3006615936756134,
0.4070838391780853,
0.4192458689212799,
0.05416819453239441,
0.20036821067333221,
0.02732713334262371,
0.0839659720659256,
-0.025934522971510887,
-0.49608319997787476,
-0.0011238113511353731,
0.21263140439987183,
0.06386072188615799,
-0.3875548243522644,
-0.09279854595661163,
0.18315532803535461,
0.027768194675445557,
-0.16269080340862274,
-0.0997520312666893,
0.359546035528183,
-0.25041210651397705,
0.024056430906057358,
0.12899163365364075,
-0.007782990112900734,
0.04471491277217865,
-0.07871001958847046,
0.054205358028411865,
0.022709622979164124,
0.1066960021853447,
0.021029207855463028,
0.2980058789253235,
0.08335531502962112,
-0.11879081279039383,
0.23987631499767303,
0.3707805275917053,
0.2511376738548279,
-0.12867054343223572,
-0.3679948151111603,
-0.001975242979824543,
0.2696504294872284,
-0.28833600878715515,
0.09059079736471176,
0.40259528160095215,
-0.07588063925504684,
0.14645619690418243,
-0.11018455773591995,
0.5680814385414124,
-0.015649372711777687,
0.19628438353538513,
-0.4282817542552948,
-0.33015578985214233
] |
https://github.com/huggingface/datasets/issues/2089 | Add documentaton for dataset README.md files | Hi ! We are using the [datasets-tagging app](https://github.com/huggingface/datasets-tagging) to select the tags to add.
We are also adding the full list of tags in #2107
This covers multilinguality, language_creators, licenses, size_categories and task_categories.
In general if you want to add a tag that doesn't exist (for example for a custom license) you must make it start with `other-` and then a custom tag name.
edit (@theo-m) if you ever find yourself resorting to adding an `other-*` tag, please do ping us somewhere so we can think about adding it to the "official" list :) | Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip | 94 | Add documentaton for dataset README.md files
Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip
Hi ! We are using the [datasets-tagging app](https://github.com/huggingface/datasets-tagging) to select the tags to add.
We are also adding the full list of tags in #2107
This covers multilinguality, language_creators, licenses, size_categories and task_categories.
In general if you want to add a tag that doesn't exist (for example for a custom license) you must make it start with `other-` and then a custom tag name.
edit (@theo-m) if you ever find yourself resorting to adding an `other-*` tag, please do ping us somewhere so we can think about adding it to the "official" list :) | [
-0.20096662640571594,
0.252023845911026,
-0.13049320876598358,
0.07989351451396942,
0.18093274533748627,
0.35714271664619446,
0.31196412444114685,
0.18498314917087555,
0.1644609123468399,
-0.016346648335456848,
-0.021375665441155434,
0.3338293135166168,
-0.09630246460437775,
0.19838464260101318,
0.1711072027683258,
0.039982546120882034,
0.11463385820388794,
-0.06307907402515411,
0.3094629645347595,
-0.181299090385437,
-0.2011341154575348,
-0.032979704439640045,
-0.057861462235450745,
-0.20018179714679718,
-0.3019788861274719,
-0.0922156497836113,
-0.20269335806369781,
0.03419428691267967,
-0.39769992232322693,
-0.6076431274414062,
0.024883482605218887,
0.3334518373012543,
0.1742965131998062,
0.07353463023900986,
-0.00010723501327447593,
-0.1596614122390747,
0.1788145750761032,
-0.23956649005413055,
-0.019153404980897903,
-0.15022657811641693,
-0.2650318145751953,
-0.4221038222312927,
-0.14403904974460602,
-0.07009865343570709,
0.07828272134065628,
-0.29904454946517944,
-0.04701961576938629,
-0.14260703325271606,
0.018922487273812294,
0.44771164655685425,
0.2050607055425644,
-0.21061845123767853,
0.33085739612579346,
-0.26098859310150146,
0.41784921288490295,
0.21136465668678284,
-0.10374056547880173,
0.3762669563293457,
0.4526175856590271,
0.09362515062093735,
0.03951306268572807,
0.17747639119625092,
-0.12393129616975784,
0.17958390712738037,
0.3749467432498932,
-0.04512272775173187,
0.3577609658241272,
-0.538664698600769,
0.22897157073020935,
0.39961838722229004,
1.1531598567962646,
-0.2931378483772278,
-0.3107599914073944,
-0.45755383372306824,
0.10562019050121307,
-0.10250725597143173,
0.1988970935344696,
0.31950074434280396,
0.042136162519454956,
0.15309877693653107,
0.12388346344232559,
-0.3448566794395447,
-0.23809871077537537,
0.12588660418987274,
0.12088296562433243,
0.46935394406318665,
-0.04953894019126892,
-0.0461796298623085,
0.2738635540008545,
-0.07653846591711044,
0.09144623577594757,
-0.008606879971921444,
-0.23176439106464386,
0.13635295629501343,
0.15945807099342346,
-0.06463538110256195,
-0.28461185097694397,
-0.10535448789596558,
0.24940547347068787,
-0.017172472551465034,
-0.03791901469230652,
0.012572824023663998,
-0.1057557687163353,
0.3409814238548279,
0.12435560673475266,
-0.17687171697616577,
0.1651768982410431,
0.21109168231487274,
0.10149584710597992,
-0.2915712594985962,
0.33281177282333374,
-0.14480797946453094,
-0.15921097993850708,
-0.15297472476959229,
0.014806040562689304,
-0.0020567337051033974,
-0.10873034596443176,
-0.2182011753320694,
0.03899088501930237,
-0.023661015555262566,
0.08686899393796921,
-0.18008077144622803,
0.014684567227959633,
0.16239367425441742,
0.14091359078884125,
-0.2257520705461502,
-0.28546908497810364,
0.1749255359172821,
0.06963245570659637,
-0.12727154791355133,
-0.02419194020330906,
0.22701424360275269,
-0.1285209208726883,
0.19157585501670837,
0.30136391520500183,
-0.032602790743112564,
0.29479628801345825,
0.22568096220493317,
-0.13695791363716125,
-0.11986550688743591,
0.20909348130226135,
-0.030132532119750977,
0.2764086127281189,
0.37866196036338806,
-0.021972624585032463,
0.07518348842859268,
-0.059132784605026245,
-0.430390328168869,
-0.24761256575584412,
0.13326428830623627,
-0.4022578001022339,
-0.23956431448459625,
-0.4142952859401703,
0.22733405232429504,
-0.11816736310720444,
-0.04516866058111191,
-0.22617115080356598,
0.280558317899704,
0.09361933171749115,
-0.1459256410598755,
0.24344445765018463,
0.2106730192899704,
-0.35684511065483093,
-0.280534565448761,
0.0597083680331707,
0.43606269359588623,
-0.40218624472618103,
-0.005940848495811224,
-0.09240296483039856,
-0.0220788586884737,
-0.14535850286483765,
-0.11482488363981247,
-0.2623159885406494,
0.43306249380111694,
-0.3410652279853821,
0.26788198947906494,
0.43670395016670227,
-0.4631894826889038,
-0.24880197644233704,
0.15136085450649261,
0.024761918932199478,
-0.2738643288612366,
0.1768343299627304,
0.05101463943719864,
0.5288447737693787,
-0.12932367622852325,
-0.21330782771110535,
-0.030290979892015457,
-0.1984536200761795,
-0.10618741065263748,
-0.11989709734916687,
0.06889808923006058,
0.09747008234262466,
0.09274493157863617,
0.09355682134628296,
-0.03966550901532173,
0.42010557651519775,
0.12741060554981232,
-0.0038214335218071938,
-0.07197585701942444,
0.18422161042690277,
0.39006808400154114,
0.21786411106586456,
0.22412879765033722,
-0.0349152535200119,
-0.08051299303770065,
-0.40130022168159485,
0.1436462253332138,
0.10194270312786102,
0.2396577000617981,
0.008705118671059608,
-0.2792171835899353,
-0.3434494435787201,
-0.18107342720031738,
-0.3264995217323303,
-0.3358735144138336,
0.13711220026016235,
0.09588352590799332,
-0.20061232149600983,
0.16701753437519073,
-0.13824565708637238,
0.27459967136383057,
0.06476754695177078,
0.129021555185318,
-0.21279023587703705,
-0.03563928231596947,
-0.2517780661582947,
-0.005852223839610815,
0.2262319028377533,
0.06622131168842316,
0.2643676698207855,
0.05708038806915283,
-0.03682570159435272,
0.24640561640262604,
0.19644896686077118,
0.2589338421821594,
0.26214173436164856,
0.5404539704322815,
0.4105025827884674,
-0.2865332067012787,
0.3115125000476837,
-0.3376363515853882,
0.11784309893846512,
-0.2898559868335724,
-0.3992737829685211,
0.0765097513794899,
-0.1542876809835434,
-0.11915522068738937,
-0.11717639863491058,
-0.050810541957616806,
0.18092747032642365,
0.015233008190989494,
-0.12213017046451569,
-0.439741313457489,
-0.17119048535823822,
0.010651389136910439,
0.017794372513890266,
0.0007565398700535297,
0.20072035491466522,
0.18734785914421082,
0.6095916628837585,
-0.11334842443466187,
0.14764273166656494,
0.09236379712820053,
-0.12582354247570038,
-0.028907442465424538,
0.1834840178489685,
0.20113471150398254,
0.13202978670597076,
0.23997627198696136,
0.26145872473716736,
0.0891626700758934,
-0.04477764666080475,
-0.28544774651527405,
0.14240603148937225,
-0.041622184216976166,
-0.029398256912827492,
0.23439350724220276,
-0.22527867555618286,
-0.08140263706445694,
-0.28447026014328003,
-0.10787159204483032,
0.19003364443778992,
0.33330363035202026,
-0.2733851373195648,
-0.2253771722316742,
-0.27787697315216064,
-0.08119869977235794,
-0.2023281455039978,
-0.2605316638946533,
-0.4937739968299866,
-0.31111839413642883,
0.09326466172933578,
0.21381732821464539,
0.0015655079623684287,
-0.0029053697362542152,
-0.245621457695961,
-0.023508688434958458,
-0.22653746604919434,
0.1571209877729416,
-0.20967447757720947,
-0.23613888025283813,
-0.10603848099708557,
0.08587833493947983,
0.4665773808956146,
0.4596537947654724,
0.5857224464416504,
-0.29452812671661377,
0.2909272015094757,
-0.3250325620174408,
-0.49250108003616333,
0.10655014961957932,
-0.11116538196802139,
0.30616772174835205,
0.027848543599247932,
0.006420641206204891,
-0.03305106610059738,
-0.043121837079524994,
0.03250884264707565,
0.01702038384974003,
-0.08607973158359528,
-0.17267175018787384,
-0.05781847983598709,
-0.17689797282218933,
-0.04466884955763817,
-0.5428532361984253,
-0.18469242751598358,
-0.37226516008377075,
0.09266597032546997,
-0.14137917757034302,
0.14812630414962769,
0.10805917531251907,
0.060818787664175034,
0.20767255127429962,
-0.1641063392162323,
0.21284502744674683,
-0.2528632581233978,
-0.047161612659692764,
0.48315298557281494,
-0.3762439489364624,
-0.2860785722732544,
0.5221699476242065,
0.06184280291199684,
0.328382670879364,
-0.22356685996055603,
-0.2752349078655243,
0.1938800811767578,
0.2008596658706665,
0.06146109104156494,
-0.020401999354362488,
-0.08261941373348236,
0.2799643874168396,
0.21537147462368011,
0.04464610666036606,
-0.20331843197345734,
-0.20754772424697876,
-0.16182342171669006,
-0.06513181328773499,
-0.0120494794100523,
0.03916378691792488,
0.1518169790506363,
-0.043234072625637054,
0.41950687766075134,
0.03000609017908573,
0.18428587913513184,
0.3928278684616089,
-0.012864909134805202,
0.37919119000434875,
0.04704970121383667,
-0.3830395042896271,
0.1977313607931137,
0.04017801955342293,
0.18016809225082397,
0.26217880845069885,
0.08099628239870071,
0.14867724478244781,
-0.08856460452079773,
-0.15982495248317719,
-0.376928448677063,
-0.2243567705154419,
0.1970246583223343,
-0.14069274067878723,
0.0961306020617485,
-0.19443735480308533,
0.011748199351131916,
-0.11416805535554886,
-0.20630384981632233,
0.20165462791919708,
0.82463139295578,
-0.11588454991579056,
0.1593085527420044,
-0.38450169563293457,
0.2631758749485016,
-0.027377229183912277,
0.0666646957397461,
0.1726113259792328,
0.17817020416259766,
-0.35655057430267334,
0.21468360722064972,
-0.03053697943687439,
0.22489258646965027,
0.39284950494766235,
-0.7406405806541443,
-0.0574420690536499,
0.20935960114002228,
0.17879317700862885,
0.16524377465248108,
-0.039343345910310745,
-0.08031249046325684,
0.10391073673963547,
0.12803864479064941,
0.2370578646659851,
-0.2050427347421646,
-0.150627002120018,
-0.16255366802215576,
0.015761304646730423,
0.10637398064136505,
-0.2557649612426758,
-0.040935300290584564,
-0.25790297985076904,
-0.5642452239990234,
-0.07826431840658188,
0.15247248113155365,
-0.2003747522830963,
-0.26154693961143494,
-0.22121164202690125,
0.19587472081184387,
0.12038786709308624,
0.2747460603713989,
0.08231807500123978,
0.0588771253824234,
0.27901938557624817,
0.08772691339254379,
0.239288330078125,
0.07097578793764114,
0.7544965744018555,
0.3973064422607422,
-0.2398385852575302,
-0.3075881004333496,
0.060138389468193054,
-0.807431161403656,
0.38098663091659546,
0.05400995910167694,
0.24220944941043854,
0.05585542693734169,
0.25975796580314636,
-0.44977396726608276,
-0.19207264482975006,
0.022050580009818077,
0.08745042234659195,
0.008010818623006344,
-0.36252328753471375,
-0.6086063385009766,
0.32062041759490967,
0.20704318583011627,
-0.059222862124443054,
0.21836534142494202,
-0.10706237703561783,
-0.39871248602867126,
-0.12904788553714752,
0.23114509880542755,
0.9148774743080139,
0.030857907608151436,
-0.17122285068035126,
-0.34515732526779175,
-0.403382271528244,
0.15485239028930664,
-0.303447425365448,
-0.088421531021595,
-0.22180524468421936,
0.11094734817743301,
-0.09891743212938309,
-0.03354065865278244,
0.4710518717765808,
0.291198194026947,
-0.2942737340927124,
0.07002660632133484,
0.22380900382995605,
0.20639562606811523,
-0.05180598422884941,
0.7011324763298035,
-0.31976476311683655,
-0.33442825078964233,
0.30890485644340515,
0.17336362600326538,
-0.015811078250408173,
0.015184096992015839,
-0.08822905272245407,
-0.4142894744873047,
-0.12561698257923126,
-0.021040018647909164,
-0.43361613154411316,
-0.2997397780418396,
-0.07214976847171783,
-0.2690710425376892,
-0.2709861397743225,
-0.06497476249933243,
0.49150994420051575,
0.2541731297969818,
0.5265599489212036,
0.13248728215694427,
-0.4326537549495697,
0.048392292112112045,
0.03325101360678673,
-0.22024764120578766,
-0.16510272026062012,
-0.12303987890481949,
0.41455838084220886,
-0.12072647362947464,
-0.28636661171913147,
0.0005601231241598725,
-0.07331869006156921,
-0.028563810512423515,
-0.2847559154033661,
-0.08501224219799042,
0.2072335034608841,
-0.2811369299888611,
0.12839233875274658,
-0.15353231132030487,
-0.0904167890548706,
-0.20061077177524567,
0.18200252950191498,
0.21205520629882812,
-0.07147002965211868,
0.0506918802857399,
0.0995880588889122,
-0.08413895964622498,
-0.12225082516670227,
0.21399691700935364,
-0.21509693562984467,
-0.005841436330229044,
0.07045802474021912,
0.1020490974187851,
-0.23531952500343323,
-0.32338157296180725,
0.07025288045406342,
0.08864535391330719,
-0.2820442318916321,
-0.30955833196640015,
0.061412762850522995,
-0.03524405136704445,
0.09505719691514969,
0.13287968933582306,
0.20427122712135315,
-0.01850867085158825,
0.0005060257972218096,
-0.37904706597328186,
-0.3702397346496582,
0.03422393277287483,
-0.2673853635787964,
0.1535259187221527,
-0.2898293733596802,
-0.2604183256626129,
0.2245229035615921,
0.11901403963565826,
-0.3590901494026184,
-0.050484854727983475,
-0.011052951216697693,
0.13220340013504028,
0.07998369634151459,
0.13673606514930725,
-0.2101825475692749,
-0.31237369775772095,
0.013298897072672844,
0.05808819830417633,
-0.26182934641838074,
-0.1395927518606186,
-0.15929710865020752,
0.14270995557308197,
0.05748116970062256,
0.015354963950812817,
-0.174545019865036,
-0.24346163868904114,
-0.27246758341789246,
-0.07814096659421921,
0.09277449548244476,
-0.0785052552819252,
-0.011211145669221878,
0.2574883699417114,
0.13864082098007202,
0.2418692409992218,
0.13233152031898499,
0.025511039420962334,
-0.03757719323039055,
0.18369196355342865,
0.021550530567765236,
-0.10928881913423538,
-0.12877292931079865,
0.09879401326179504,
0.22685542702674866,
0.205051451921463,
0.06786425411701202,
-0.08040541410446167,
0.33338335156440735,
-0.10494165867567062,
0.38145044445991516,
0.5024670958518982,
-0.042752914130687714,
0.17861588299274445,
-0.21686260402202606,
0.08695786446332932,
0.3599405288696289,
0.24236097931861877,
-0.1757742315530777,
-0.16005462408065796,
0.40797892212867737,
-0.10844717174768448,
0.03402327373623848,
0.2446231096982956,
0.6767517924308777,
0.0957910493016243,
-0.2147059291601181,
0.12337285280227661,
0.34821614623069763,
-0.10657040774822235,
0.10277789831161499,
0.394623726606369,
-0.3101719915866852,
0.09684247523546219,
0.38000181317329407,
0.3323701024055481,
-0.009231704287230968,
0.24480471014976501,
0.07276307046413422,
0.26602599024772644,
0.34106865525245667,
0.223711296916008,
0.3017823100090027,
-0.35409095883369446,
0.31590932607650757,
0.23098540306091309,
0.2680966556072235,
0.17326322197914124,
0.11945293843746185,
0.05127144232392311,
0.22352808713912964,
-0.20307520031929016,
-0.002363360021263361,
0.043861012905836105,
-0.17174755036830902,
0.25137126445770264,
-0.10158415138721466,
-0.1802258938550949,
-0.07697311788797379,
-0.12956878542900085,
0.04709110036492348,
-0.21334785223007202,
-0.06733565777540207,
-0.10051514208316803,
-0.18763144314289093,
-0.05083552747964859,
0.10214822739362717,
-0.057198669761419296,
-0.0003615301684476435,
-0.20932720601558685,
0.06065795570611954,
-0.08968036621809006,
-0.20436745882034302,
0.28440943360328674,
0.11651740968227386,
0.34165334701538086,
0.07791712880134583,
0.012577546760439873,
0.11708761751651764,
-0.05614509806036949,
-0.20062094926834106,
0.14991465210914612,
0.5387470722198486,
0.07977692037820816,
0.1669759750366211,
0.1917855143547058,
0.1372159719467163,
-0.05684836953878403,
-0.008006123825907707,
-0.03287257254123688,
-0.16291099786758423,
0.10685646533966064,
-0.1778680831193924,
0.17302021384239197,
-0.19832956790924072,
-0.15827423334121704,
0.0420842282474041,
-0.2208034247159958,
-0.32856515049934387,
0.7464050650596619,
0.011461924761533737,
0.016664663329720497,
-0.22169314324855804,
0.08084359019994736,
0.21768110990524292,
0.2572936713695526,
0.23598487675189972,
0.051127899438142776,
-0.07885041832923889,
0.04420899599790573,
-0.7780938744544983,
-0.020013809204101562,
-0.21567615866661072,
-0.0004590842581819743,
0.14601844549179077,
-0.20966780185699463,
0.30062639713287354,
0.21809037029743195,
0.21184764802455902,
0.015850994735956192,
0.13952167332172394,
0.18536977469921112,
-0.07829112559556961,
-0.2735223174095154,
0.07687880098819733,
0.1883658766746521,
-0.029858427122235298,
0.0039622727781534195,
0.24915525317192078,
0.1665070652961731,
0.06152256578207016,
-0.39080458879470825,
0.20399104058742523,
0.04182519018650055,
0.1013743057847023,
0.5442781448364258,
-0.0910799503326416,
0.5890607237815857,
-0.21084746718406677,
0.049678120762109756,
-0.008277848362922668,
0.333632230758667,
-0.07405532151460648,
0.4311031699180603,
0.09659113734960556,
0.157197043299675,
-0.12672008574008942,
-0.07822271436452866,
-0.2770255506038666,
0.19780869781970978,
-0.05219881981611252,
0.059307921677827835,
-0.5329074859619141,
0.06138279289007187,
0.06379897147417068,
-0.0955713614821434,
0.10468900203704834,
-0.15253718197345734,
0.0139465956017375,
-0.053996242582798004,
-0.15097065269947052,
-0.2541343867778778,
0.4322205185890198,
-0.05792618542909622,
-0.09954309463500977,
0.022174427285790443,
0.02016366645693779,
0.4060531258583069,
0.20046894252300262,
-0.878081202507019,
0.05287657305598259,
0.4730551838874817,
-0.0019281606655567884,
-0.18710863590240479,
0.09645548462867737,
-0.01506707165390253,
0.05717967078089714,
-0.16430595517158508,
0.12521147727966309,
0.08836717158555984,
-0.1450268179178238,
-0.12717047333717346,
-0.15544617176055908
] |
https://github.com/huggingface/datasets/issues/2089 | Add documentaton for dataset README.md files | @lhoestq hmm - ok thanks for the answer.
To be honest I am not sure if this issue can be closed now.
I just wanted to point out that this should either be documented or linked in the documentation.
If you feel like it is (will be) please just close this. | Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip | 51 | Add documentaton for dataset README.md files
Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip
@lhoestq hmm - ok thanks for the answer.
To be honest I am not sure if this issue can be closed now.
I just wanted to point out that this should either be documented or linked in the documentation.
If you feel like it is (will be) please just close this. | [
-0.18345044553279877,
0.25136512517929077,
-0.1089651957154274,
0.1974363774061203,
0.11071699857711792,
0.3312235474586487,
0.37459006905555725,
0.17199599742889404,
0.0320846363902092,
0.047318991273641586,
0.02834390103816986,
0.238266721367836,
-0.06312797218561172,
0.09270689636468887,
0.04482545703649521,
0.03255210444331169,
0.06773985922336578,
-0.02018257975578308,
0.22821050882339478,
-0.2717783451080322,
-0.18817752599716187,
-0.012063718400895596,
-0.19267413020133972,
-0.26006436347961426,
-0.26013457775115967,
-0.10619110614061356,
-0.16863180696964264,
0.16795125603675842,
-0.4175153970718384,
-0.5190830826759338,
0.017021460458636284,
0.25920766592025757,
0.17945703864097595,
0.0692574754357338,
-0.00010868399840546772,
-0.23778316378593445,
0.22748832404613495,
-0.22224053740501404,
0.01241444144397974,
-0.003969336394220591,
-0.25637033581733704,
-0.39208298921585083,
-0.20116999745368958,
-0.18431419134140015,
0.08136425167322159,
-0.14341473579406738,
-0.11069117486476898,
-0.21706359088420868,
0.18811707198619843,
0.5700101852416992,
0.2062799632549286,
-0.2507898509502411,
0.30011725425720215,
-0.21435678005218506,
0.4646463692188263,
0.2964089810848236,
-0.14451710879802704,
0.34673911333084106,
0.5063987970352173,
0.11642926931381226,
0.05159943923354149,
0.16784921288490295,
-0.14614123106002808,
0.10657435655593872,
0.31189173460006714,
-0.13323712348937988,
0.4417341351509094,
-0.5099037289619446,
0.24963916838169098,
0.3756164610385895,
1.1862671375274658,
-0.18973664939403534,
-0.14405690133571625,
-0.3056924045085907,
0.07485602796077728,
-0.04991469159722328,
0.16177251935005188,
0.3897082209587097,
0.014175043441355228,
0.14416217803955078,
0.13837265968322754,
-0.3804755210876465,
-0.318142831325531,
0.06084715574979782,
0.1116279661655426,
0.4195420444011688,
-0.07796449214220047,
-0.07542125135660172,
0.14781059324741364,
-0.08499275892972946,
0.27848556637763977,
0.057035837322473526,
-0.21419385075569153,
0.22595494985580444,
0.18925559520721436,
-0.11223996430635452,
-0.3635401725769043,
-0.19784151017665863,
0.21185600757598877,
-0.17355455458164215,
-0.053695280104875565,
0.03063056990504265,
-0.01668187603354454,
0.2824443578720093,
0.184037983417511,
-0.09895384311676025,
0.1554630696773529,
0.26764169335365295,
0.10741885751485825,
-0.22809702157974243,
0.27068591117858887,
-0.06822668761014938,
-0.22818124294281006,
-0.13001006841659546,
-0.025022141635417938,
0.04134945571422577,
-0.06686830520629883,
-0.34557682275772095,
0.07656825333833694,
-0.043840620666742325,
0.07076527923345566,
-0.14835327863693237,
0.013145273551344872,
0.2365359365940094,
0.01936565339565277,
-0.15802672505378723,
-0.22762244939804077,
0.10914988815784454,
0.013161352835595608,
-0.11871878802776337,
0.019070453941822052,
0.23939290642738342,
-0.12263823300600052,
0.19049836695194244,
0.26756346225738525,
0.05708901956677437,
0.20644301176071167,
0.2571185231208801,
-0.06903819739818573,
-0.213261678814888,
0.22078631818294525,
-0.03505795821547508,
0.3134301006793976,
0.3436415195465088,
-0.043930988758802414,
0.08691154420375824,
-0.08941096812486649,
-0.3784482777118683,
-0.18856963515281677,
0.1912270039319992,
-0.523550271987915,
-0.2824637293815613,
-0.3953043818473816,
0.20593568682670593,
-0.07527853548526764,
0.04058634489774704,
-0.12388404458761215,
0.22089926898479462,
0.12228377163410187,
-0.13116143643856049,
0.17067097127437592,
0.13159248232841492,
-0.37945252656936646,
-0.2931358814239502,
-0.014785204082727432,
0.4112755060195923,
-0.35308849811553955,
0.09206994622945786,
-0.14623329043388367,
0.0608903206884861,
-0.09736490994691849,
0.03389294445514679,
-0.320252388715744,
0.312333881855011,
-0.3375392258167267,
0.19947656989097595,
0.4865383505821228,
-0.6444000005722046,
-0.24905355274677277,
0.1680990606546402,
0.09969501197338104,
-0.33792901039123535,
0.199840247631073,
-0.07615969330072403,
0.5245922803878784,
-0.24726182222366333,
-0.1961391717195511,
-0.1009453758597374,
-0.1206156313419342,
-0.04498865455389023,
-0.20566244423389435,
0.002441603224724531,
-0.027993083000183105,
0.14339110255241394,
0.09304757416248322,
-0.008590989746153355,
0.5141076445579529,
0.1115487590432167,
0.11129998415708542,
-0.11304686218500137,
0.23500531911849976,
0.5121798515319824,
0.27800804376602173,
0.07337676733732224,
-0.003674932289868593,
0.06019303575158119,
-0.34587809443473816,
0.10165376216173172,
0.03818129748106003,
0.2979981601238251,
0.022525763139128685,
-0.2697308659553528,
-0.30786582827568054,
-0.20984959602355957,
-0.30703842639923096,
-0.34663358330726624,
0.1509178876876831,
0.07213550806045532,
-0.2899811863899231,
0.174256831407547,
-0.05838824436068535,
0.2585524320602417,
-0.022553520277142525,
-0.02296101115643978,
-0.18685312569141388,
0.014731083996593952,
-0.17952831089496613,
0.0714111477136612,
0.3635663390159607,
0.11799770593643188,
0.2934601902961731,
0.06731835007667542,
-0.051296185702085495,
0.172704815864563,
0.1681959480047226,
0.18678879737854004,
0.19701726734638214,
0.5089141130447388,
0.3485875129699707,
-0.31835946440696716,
0.32162413001060486,
-0.3319414556026459,
0.10596020519733429,
-0.2947618365287781,
-0.3823411464691162,
0.09375999122858047,
-0.08751431852579117,
-0.15624552965164185,
-0.09665344655513763,
-0.05504263937473297,
0.15599972009658813,
-0.04309956729412079,
-0.12134355306625366,
-0.4186570644378662,
-0.213949516415596,
0.1382649838924408,
0.049248337745666504,
0.04335314780473709,
0.15250791609287262,
0.2591986060142517,
0.6951573491096497,
-0.08936499059200287,
0.12333697080612183,
0.04776443541049957,
-0.04440650716423988,
-0.0458780936896801,
0.2343301773071289,
0.1793370395898819,
0.2504529356956482,
0.1950841248035431,
0.26885995268821716,
0.16851769387722015,
-0.02563883736729622,
-0.21547642350196838,
0.11437421292066574,
-0.15649034082889557,
0.05483406037092209,
0.18598762154579163,
-0.20926311612129211,
-0.06575188785791397,
-0.24087631702423096,
0.0019679004326462746,
0.17680829763412476,
0.3061314821243286,
-0.27528512477874756,
-0.3088808059692383,
-0.2675401270389557,
-0.010409805923700333,
-0.2429439127445221,
-0.14919990301132202,
-0.5167267322540283,
-0.17433780431747437,
0.06381086260080338,
0.11789990216493607,
0.037009097635746,
-0.04297839477658272,
-0.18995878100395203,
0.1676543802022934,
-0.20038802921772003,
0.25058799982070923,
-0.18585874140262604,
-0.2149972915649414,
-0.229916512966156,
0.07945852726697922,
0.4636726379394531,
0.5456963777542114,
0.5315337181091309,
-0.23867736756801605,
0.27869030833244324,
-0.35640671849250793,
-0.44068223237991333,
0.08587127178907394,
-0.04643290117383003,
0.3145122528076172,
-0.061988379806280136,
0.10288199037313461,
-0.042776696383953094,
0.0008729256805963814,
-0.019909018650650978,
0.11118149012327194,
-0.11034362763166428,
-0.2667791247367859,
0.0028242107946425676,
-0.32913902401924133,
-0.03901948034763336,
-0.5944353342056274,
-0.15592613816261292,
-0.38573747873306274,
0.07302316278219223,
-0.19424273073673248,
0.20182912051677704,
0.07086991518735886,
-0.01171631645411253,
0.10064763575792313,
-0.14493750035762787,
0.17407938838005066,
-0.30984580516815186,
-0.10015182942152023,
0.47698459029197693,
-0.47346314787864685,
-0.4342748522758484,
0.5254814624786377,
0.09347924590110779,
0.39276084303855896,
-0.1414429098367691,
-0.31363800168037415,
0.22512708604335785,
0.19277270138263702,
-0.20092710852622986,
-0.1818775087594986,
-0.020074691623449326,
0.3267470598220825,
0.21136996150016785,
0.0663214847445488,
-0.20788440108299255,
-0.24612177908420563,
-0.09685911983251572,
-0.008619884960353374,
0.07279004901647568,
-0.019777556881308556,
0.06846757978200912,
-0.004804342053830624,
0.3320696949958801,
-0.005123485811054707,
0.2867014706134796,
0.3341187536716461,
-0.006812932435423136,
0.38185587525367737,
0.11769352853298187,
-0.3456973135471344,
0.2654699683189392,
0.052713703364133835,
0.1426987648010254,
0.3200284242630005,
0.12047574669122696,
-0.022079838439822197,
-0.10310598462820053,
-0.20675718784332275,
-0.4100349545478821,
-0.2712361812591553,
0.16203585267066956,
-0.11310894787311554,
0.1874021589756012,
-0.13714581727981567,
0.009538479149341583,
-0.11005537211894989,
-0.18937668204307556,
0.1881658434867859,
0.8119859099388123,
-0.19757133722305298,
0.15778055787086487,
-0.44996023178100586,
0.24279506504535675,
-0.02478116936981678,
0.046270519495010376,
0.20617586374282837,
0.28069162368774414,
-0.4020807445049286,
0.23966354131698608,
0.014630909077823162,
0.20071710646152496,
0.3344194293022156,
-0.6941190361976624,
-0.03131002560257912,
0.24698974192142487,
0.259807288646698,
0.18587186932563782,
-0.06271833926439285,
-0.05730072036385536,
0.14862877130508423,
0.09107392281293869,
0.22075101733207703,
-0.1442534476518631,
-0.20568828284740448,
-0.15842583775520325,
-0.04390186071395874,
0.008981583639979362,
-0.3161911070346832,
-0.045507460832595825,
-0.299761027097702,
-0.42077580094337463,
-0.11310185492038727,
0.2319420874118805,
-0.2269570529460907,
-0.3190455436706543,
-0.3087126910686493,
0.2110048234462738,
0.07801467925310135,
0.22069571912288666,
0.060887906700372696,
0.08065178990364075,
0.2518098056316376,
0.02754569798707962,
0.21405984461307526,
0.09650833904743195,
0.779798686504364,
0.37436699867248535,
-0.23505249619483948,
-0.21117302775382996,
0.08049451559782028,
-0.8616188168525696,
0.37139469385147095,
0.20121543109416962,
0.19703005254268646,
-0.052199266850948334,
0.17092996835708618,
-0.42246025800704956,
-0.020234860479831696,
0.02215193770825863,
0.13960887491703033,
-0.04437011852860451,
-0.5320262908935547,
-0.6122279167175293,
0.2845602035522461,
0.08952655643224716,
-0.05665852129459381,
0.23848818242549896,
-0.028061769902706146,
-0.36222657561302185,
-0.1342230886220932,
0.3018082082271576,
1.0777899026870728,
0.016521409153938293,
-0.12008015811443329,
-0.3285025358200073,
-0.3679196834564209,
0.14223612844944,
-0.2336846888065338,
-0.1009959951043129,
-0.32888108491897583,
0.13679558038711548,
-0.09014743566513062,
-0.03498972952365875,
0.4635133743286133,
0.3538163900375366,
-0.31117984652519226,
0.01795731484889984,
0.32680779695510864,
0.08490967005491257,
-0.020902521908283234,
0.6265955567359924,
-0.28271669149398804,
-0.23741015791893005,
0.21874982118606567,
0.14732389152050018,
0.06292273104190826,
-0.04083177447319031,
-0.15253835916519165,
-0.4462299644947052,
-0.2223457396030426,
-0.07296117395162582,
-0.3919942378997803,
-0.24240431189537048,
-0.1159101277589798,
-0.21787472069263458,
-0.22318394482135773,
-0.05551692470908165,
0.5816285014152527,
0.21210028231143951,
0.4717833697795868,
0.22341099381446838,
-0.42942264676094055,
0.1494552493095398,
0.10075084865093231,
-0.2574829161167145,
-0.09952040761709213,
-0.07141929119825363,
0.36974450945854187,
-0.2065974920988083,
-0.2942831218242645,
-0.04527992382645607,
-0.22114652395248413,
-0.030451972037553787,
-0.3569754362106323,
0.055932119488716125,
0.20223762094974518,
-0.26189151406288147,
0.06482462584972382,
-0.1766846477985382,
-0.13561348617076874,
-0.06110328435897827,
0.17544306814670563,
0.1777978539466858,
0.025732405483722687,
0.14139722287654877,
0.143635094165802,
-0.10167638957500458,
-0.02008061297237873,
0.2583363354206085,
-0.0717075988650322,
-0.13645058870315552,
0.1451641172170639,
0.05539509281516075,
-0.184681698679924,
-0.355523943901062,
0.09283946454524994,
0.03595420718193054,
-0.16444100439548492,
-0.3201911449432373,
0.00940845999866724,
-0.04087696969509125,
0.13022243976593018,
0.19054116308689117,
0.14974139630794525,
-0.06663645803928375,
-0.008763149380683899,
-0.3896547853946686,
-0.39483341574668884,
0.019648658111691475,
-0.3371903598308563,
0.12659280002117157,
-0.30143895745277405,
-0.29307621717453003,
0.20619985461235046,
0.045854657888412476,
-0.3518182039260864,
0.04637523368000984,
-0.019558390602469444,
0.11416122317314148,
0.1615620255470276,
0.16691558063030243,
-0.20819489657878876,
-0.2656027674674988,
-0.004330749157816172,
0.0928429365158081,
-0.24211332201957703,
-0.14936678111553192,
-0.10269299894571304,
0.16237275302410126,
0.07018119096755981,
0.017804842442274094,
-0.14156405627727509,
-0.37633833289146423,
-0.2985939085483551,
0.025354748591780663,
0.03631753474473953,
-0.01699170656502247,
-0.02583383582532406,
0.21005070209503174,
0.14854611456394196,
0.2503189146518707,
0.04773886874318123,
0.1812373697757721,
-0.03791544586420059,
0.1779119074344635,
-0.02923034317791462,
-0.022249441593885422,
-0.10179397463798523,
0.056035786867141724,
0.36774811148643494,
0.13312125205993652,
-0.0008753207512199879,
-0.010262795723974705,
0.38270437717437744,
-0.09804249554872513,
0.39710086584091187,
0.36682847142219543,
-0.11732377856969833,
0.24000173807144165,
-0.2710820734500885,
0.10942245274782181,
0.3641289472579956,
0.22302600741386414,
-0.1283956617116928,
-0.1766909509897232,
0.29058271646499634,
-0.17288914322853088,
-0.052951257675886154,
0.23693235218524933,
0.685856819152832,
0.03756016865372658,
-0.14107851684093475,
0.12139606475830078,
0.3364261984825134,
-0.0668802261352539,
-0.006633288227021694,
0.3637583553791046,
-0.3210896849632263,
0.025862807407975197,
0.34572213888168335,
0.2561427056789398,
0.02706686221063137,
0.21122924983501434,
0.20784039795398712,
0.1571725308895111,
0.40673068165779114,
0.28545230627059937,
0.2139691859483719,
-0.34923914074897766,
0.34756097197532654,
0.22370988130569458,
0.2600422203540802,
0.2057802528142929,
0.12392886728048325,
0.0404876284301281,
0.3550105392932892,
-0.20746418833732605,
-0.0038651195354759693,
0.008976079523563385,
-0.16284145414829254,
0.25979557633399963,
0.01703539490699768,
-0.17253446578979492,
-0.1071031466126442,
-0.14658352732658386,
-0.04772051051259041,
-0.19302597641944885,
-0.19665689766407013,
-0.03880969062447548,
-0.13258403539657593,
0.07958421856164932,
0.1474020779132843,
0.06816770136356354,
-0.006493448279798031,
-0.1807652711868286,
0.062409184873104095,
-0.11905394494533539,
-0.13881605863571167,
0.32265958189964294,
0.0985400378704071,
0.34257611632347107,
0.18693286180496216,
0.022783983498811722,
0.09965652227401733,
0.09196078777313232,
-0.199112668633461,
0.15406888723373413,
0.4935736656188965,
0.1587820053100586,
0.22553259134292603,
0.15894243121147156,
0.11605106294155121,
-0.06208944693207741,
-0.010371888987720013,
-0.13676078617572784,
-0.22122950851917267,
0.12001834064722061,
-0.18787574768066406,
0.11107614636421204,
-0.27567940950393677,
-0.18334516882896423,
-0.10390491783618927,
-0.23057183623313904,
-0.35999852418899536,
0.7408992648124695,
-0.03147854283452034,
0.0653127133846283,
-0.2456749677658081,
0.09345012158155441,
0.13069480657577515,
0.3288658857345581,
0.27290886640548706,
0.01097798440605402,
-0.004929916933178902,
-0.1226835772395134,
-0.8196239471435547,
0.05288682132959366,
-0.16500051319599152,
0.010589426383376122,
0.18238212168216705,
-0.170047789812088,
0.29911381006240845,
0.15115635097026825,
0.20176541805267334,
-0.07784315198659897,
0.1487455666065216,
0.24358370900154114,
-0.1664603352546692,
-0.23811088502407074,
0.12856894731521606,
0.1655009388923645,
-0.05667690187692642,
-0.09221644699573517,
0.294996052980423,
0.23565876483917236,
0.06850380450487137,
-0.39966127276420593,
0.26369789242744446,
0.02687874808907509,
0.12684887647628784,
0.45624008774757385,
-0.0580274797976017,
0.5467053651809692,
-0.20635893940925598,
0.019912954419851303,
-0.0018069163197651505,
0.3925991356372833,
0.03960242122411728,
0.4238407015800476,
0.1667918562889099,
0.11109109222888947,
-0.10635901242494583,
-0.07358673214912415,
-0.2389904260635376,
0.2278808355331421,
-0.0945504829287529,
0.1150515154004097,
-0.586077868938446,
0.05018197000026703,
0.08246442675590515,
-0.03064592182636261,
0.07943329960107803,
-0.1160823181271553,
-0.07485534250736237,
-0.0965915396809578,
-0.21339549124240875,
-0.1823931187391281,
0.4661235213279724,
-0.1344536989927292,
-0.14637491106987,
0.10903614014387131,
0.11536922305822372,
0.2609991133213043,
0.16990754008293152,
-0.8375416398048401,
0.002447226084768772,
0.46868467330932617,
-0.04556168615818024,
-0.1749614179134369,
0.06438247114419937,
-0.09001030027866364,
0.06796301901340485,
-0.13422304391860962,
0.13632993400096893,
0.08322906494140625,
-0.118756964802742,
-0.15180571377277374,
-0.17226198315620422
] |
https://github.com/huggingface/datasets/issues/2089 | Add documentaton for dataset README.md files | We're still working on the validation+documentation in this.
Feel free to keep this issue open till we've added them | Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip | 19 | Add documentaton for dataset README.md files
Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip
We're still working on the validation+documentation in this.
Feel free to keep this issue open till we've added them | [
-0.21523351967334747,
0.2649824917316437,
-0.12585458159446716,
0.16833429038524628,
0.15319758653640747,
0.293340802192688,
0.29241397976875305,
0.19512218236923218,
0.03196549043059349,
0.020962774753570557,
0.05009423568844795,
0.20491017401218414,
-0.07927605509757996,
0.10062263906002045,
-0.003188344882801175,
0.02265222929418087,
0.0487908199429512,
-0.05057068541646004,
0.20979000627994537,
-0.25325125455856323,
-0.11106191575527191,
-0.07210702449083328,
-0.16808097064495087,
-0.21694187819957733,
-0.2796170711517334,
-0.14987215399742126,
-0.12106740474700928,
0.11174015700817108,
-0.5551066994667053,
-0.562554121017456,
-0.05695946887135506,
0.3236435651779175,
0.20564718544483185,
0.07571212947368622,
-0.00010885611118283123,
-0.23723194003105164,
0.3131054937839508,
-0.19695335626602173,
0.04183560237288475,
-0.01344345510005951,
-0.3186577558517456,
-0.3487759530544281,
-0.14189045131206512,
-0.17904631793498993,
0.07340063899755478,
-0.16689983010292053,
-0.09706362336874008,
-0.12420408427715302,
0.2178790271282196,
0.613963782787323,
0.19205215573310852,
-0.17682461440563202,
0.33373644948005676,
-0.16209115087985992,
0.34860625863075256,
0.2870311737060547,
-0.13875818252563477,
0.3151704668998718,
0.4389583468437195,
0.1328054666519165,
-0.0011082133278250694,
0.17296911776065826,
-0.08880297839641571,
0.0742473304271698,
0.35442739725112915,
-0.17406713962554932,
0.4313996136188507,
-0.564296543598175,
0.13734140992164612,
0.44473057985305786,
1.175718069076538,
-0.246604323387146,
-0.14762993156909943,
-0.28296929597854614,
0.05953415110707283,
0.011893809773027897,
0.2021714597940445,
0.39365315437316895,
0.020163821056485176,
0.14828775823116302,
0.05237608030438423,
-0.2962442934513092,
-0.34641093015670776,
0.02732916921377182,
0.16383548080921173,
0.4449429512023926,
-0.04058656096458435,
-0.16214339435100555,
0.24062852561473846,
-0.07412096112966537,
0.2830767333507538,
-0.005719567649066448,
-0.22079388797283173,
0.27317413687705994,
0.17282533645629883,
-0.14577844738960266,
-0.3448435962200165,
-0.11324486136436462,
0.24129419028759003,
-0.1358945667743683,
-0.05984735116362572,
0.06470146775245667,
-0.04550548270344734,
0.3457220196723938,
0.19969525933265686,
-0.08479606360197067,
0.18499082326889038,
0.2489357590675354,
0.11395588517189026,
-0.19277608394622803,
0.29918989539146423,
-0.07954255491495132,
-0.14906591176986694,
-0.1413850635290146,
0.05834093317389488,
0.10447463393211365,
-0.12328536063432693,
-0.3599949777126312,
0.09388849139213562,
0.0048557473346591,
0.1318531632423401,
-0.20132268965244293,
0.06631207466125488,
0.19653235375881195,
0.022552167996764183,
-0.16815009713172913,
-0.3468317985534668,
0.070810966193676,
0.05111287161707878,
-0.1352704018354416,
0.02464865893125534,
0.2435912787914276,
-0.14121606945991516,
0.15868930518627167,
0.28759023547172546,
-0.004069345537573099,
0.2766805589199066,
0.18197457492351532,
-0.062002234160900116,
-0.20753121376037598,
0.22986368834972382,
-0.07405194640159607,
0.3065572679042816,
0.34838566184043884,
-0.06452193111181259,
-0.07043114304542542,
-0.10154644399881363,
-0.33422625064849854,
-0.2269042581319809,
0.11767920851707458,
-0.3748677670955658,
-0.3299018442630768,
-0.3605082035064697,
0.20990079641342163,
-0.08481185883283615,
0.07804885506629944,
-0.08246240764856339,
0.2596982717514038,
0.14490942656993866,
-0.09138493239879608,
0.18958134949207306,
0.1342039406299591,
-0.24407856166362762,
-0.24462535977363586,
-0.048764917999506,
0.39327847957611084,
-0.3049045205116272,
0.13077448308467865,
-0.11829673498868942,
-0.03632243350148201,
-0.18800093233585358,
0.006995232775807381,
-0.3300701975822449,
0.36037105321884155,
-0.26026952266693115,
0.23140616714954376,
0.5233439803123474,
-0.6178893446922302,
-0.19089196622371674,
0.20195257663726807,
0.11889144778251648,
-0.3653545379638672,
0.19966548681259155,
-0.12253085523843765,
0.5625219941139221,
-0.30216866731643677,
-0.2760789394378662,
-0.08371810615062714,
-0.20963890850543976,
-0.08623457700014114,
-0.2159944325685501,
0.0658368319272995,
0.00045368526480160654,
0.09255486726760864,
0.08712507784366608,
-0.10190337896347046,
0.4954626262187958,
0.14965157210826874,
0.08101800084114075,
-0.13253678381443024,
0.1871231645345688,
0.43008843064308167,
0.31010380387306213,
0.005164968781173229,
-0.018790770322084427,
0.029772575944662094,
-0.3159402012825012,
0.006874782033264637,
0.07920210063457489,
0.3121466636657715,
0.06024887040257454,
-0.27359727025032043,
-0.309137761592865,
-0.21665747463703156,
-0.32945138216018677,
-0.34891974925994873,
0.16178685426712036,
-0.012899721972644329,
-0.18123115599155426,
0.19812677800655365,
-0.1465342938899994,
0.2803250253200531,
-0.0659630075097084,
0.046155765652656555,
-0.17053750157356262,
-0.02431243285536766,
-0.23450857400894165,
0.07657422870397568,
0.28345751762390137,
0.11288859695196152,
0.23577149212360382,
0.05974677577614784,
-0.037049319595098495,
0.2769046723842621,
0.28592464327812195,
0.1337732970714569,
0.12289600819349289,
0.5454464554786682,
0.40690878033638,
-0.3052136301994324,
0.3498118221759796,
-0.36119529604911804,
0.0050804936327040195,
-0.2370346635580063,
-0.39166250824928284,
0.09733833372592926,
-0.21997272968292236,
-0.1376936435699463,
-0.09118659794330597,
-0.09090586006641388,
0.14511485397815704,
-0.06856395304203033,
-0.21910423040390015,
-0.4312102794647217,
-0.24345088005065918,
0.06874062865972519,
0.012326850555837154,
0.06510239839553833,
0.09381484985351562,
0.15814268589019775,
0.6090507507324219,
-0.11356920003890991,
0.1335073560476303,
0.07392269372940063,
0.03577037900686264,
-0.10658074170351028,
0.2230450063943863,
0.20267914235591888,
0.1815527379512787,
0.13772009313106537,
0.2089841365814209,
0.1837080866098404,
-0.10694168508052826,
-0.23149730265140533,
0.17404061555862427,
-0.17435719072818756,
0.0433531329035759,
0.1960577517747879,
-0.3303847014904022,
-0.010740868747234344,
-0.2964422106742859,
-0.02972433902323246,
0.180377796292305,
0.3155517280101776,
-0.27072688937187195,
-0.2726544737815857,
-0.21625664830207825,
-0.02045815996825695,
-0.196475088596344,
-0.1118420735001564,
-0.47514429688453674,
-0.21352282166481018,
0.10434036701917648,
0.14216700196266174,
0.03777646645903587,
-0.022237248718738556,
-0.21113106608390808,
0.09613154828548431,
-0.17436589300632477,
0.21976980566978455,
-0.20130401849746704,
-0.22924716770648956,
-0.1875760406255722,
0.0985027477145195,
0.45795103907585144,
0.5772247910499573,
0.48626503348350525,
-0.24764792621135712,
0.2650546133518219,
-0.2878777086734772,
-0.521621823310852,
0.0734955221414566,
-0.03537411615252495,
0.2994561791419983,
-0.05133114010095596,
0.0952729657292366,
-0.017334485426545143,
0.026920879259705544,
-0.0814487636089325,
0.0998435914516449,
-0.1886218786239624,
-0.2019713968038559,
-0.015806641429662704,
-0.310798317193985,
-0.028934448957443237,
-0.5464146137237549,
-0.17624707520008087,
-0.3826168179512024,
0.03500054031610489,
-0.2176809459924698,
0.17915022373199463,
0.06945953518152237,
0.02903909608721733,
0.08996358513832092,
-0.2129889577627182,
0.20342111587524414,
-0.25114384293556213,
-0.06053328141570091,
0.47756674885749817,
-0.41831597685813904,
-0.41148632764816284,
0.43732887506484985,
0.07203739881515503,
0.3632575273513794,
-0.17379620671272278,
-0.280513197183609,
0.11504664272069931,
0.16192041337490082,
-0.12446190416812897,
-0.0841161459684372,
-0.0052793859504163265,
0.3449585437774658,
0.27257874608039856,
0.07193775475025177,
-0.16323262453079224,
-0.20965823531150818,
-0.14514903724193573,
0.029620256274938583,
0.13145942986011505,
-0.024418165907263756,
0.0678771585226059,
0.010066062211990356,
0.3052530288696289,
0.05409398674964905,
0.1991354525089264,
0.34189847111701965,
0.061314906924963,
0.43218544125556946,
0.1601075977087021,
-0.3594632148742676,
0.30825623869895935,
0.0489327572286129,
0.1297258734703064,
0.19273768365383148,
0.03353074938058853,
0.02810431458055973,
-0.09657968580722809,
-0.20877046883106232,
-0.4129321873188019,
-0.2539671063423157,
0.1316397786140442,
-0.19528323411941528,
0.23154453933238983,
-0.1327524185180664,
0.022219935432076454,
0.053053632378578186,
-0.14922894537448883,
0.2017637938261032,
0.8191645741462708,
-0.12928970158100128,
0.12718454003334045,
-0.45325568318367004,
0.22844576835632324,
-0.051644694060087204,
-0.015898294746875763,
0.17341428995132446,
0.22824561595916748,
-0.3218298852443695,
0.2446124106645584,
-0.03931393101811409,
0.1863495409488678,
0.2971588373184204,
-0.7153292298316956,
-0.05428623408079147,
0.1525995284318924,
0.21561352908611298,
0.20752544701099396,
-0.03872495889663696,
-0.08375793695449829,
0.06291846185922623,
0.10479127615690231,
0.2673685550689697,
-0.2166026085615158,
-0.24554450809955597,
-0.12942780554294586,
-0.06403954327106476,
0.048154234886169434,
-0.31547820568084717,
-0.03239345923066139,
-0.3209095895290375,
-0.400948703289032,
-0.05112681910395622,
0.1986694484949112,
-0.22765465080738068,
-0.3399578034877777,
-0.18326616287231445,
0.18778739869594574,
0.116581492125988,
0.22617222368717194,
0.1751227080821991,
0.12910081446170807,
0.1373225301504135,
0.011145655065774918,
0.20522919297218323,
0.0505242794752121,
0.7449358105659485,
0.2976522147655487,
-0.2528685927391052,
-0.20545919239521027,
-0.0036789330188184977,
-0.8008691072463989,
0.3690812587738037,
0.09560282528400421,
0.22410008311271667,
-0.12404885143041611,
0.18547415733337402,
-0.38758566975593567,
-0.04913743957877159,
0.10454023629426956,
0.07180872559547424,
-0.046789031475782394,
-0.5273840427398682,
-0.6166070103645325,
0.2538610100746155,
0.10034886747598648,
-0.07053328305482864,
0.1761016994714737,
-0.039499763399362564,
-0.3721262216567993,
-0.12663228809833527,
0.4468613266944885,
0.9914246797561646,
0.1262829750776291,
-0.20457085967063904,
-0.30647557973861694,
-0.3717339038848877,
0.052141785621643066,
-0.32246315479278564,
-0.14873051643371582,
-0.3163975775241852,
0.13552476465702057,
-0.10691974312067032,
-0.04836282134056091,
0.4740164577960968,
0.3395565152168274,
-0.3923216164112091,
0.04491318017244339,
0.371609628200531,
0.04689022898674011,
-0.04553690552711487,
0.7784315347671509,
-0.3186796009540558,
-0.2367444783449173,
0.2047438770532608,
0.14856180548667908,
0.05717009678483009,
-0.08828973770141602,
-0.1142435222864151,
-0.4399165213108063,
-0.07120722532272339,
-0.12738998234272003,
-0.4061335325241089,
-0.2920451760292053,
-0.10561186075210571,
-0.23477615416049957,
-0.20928382873535156,
-0.035360414534807205,
0.5741903185844421,
0.21899345517158508,
0.5228849053382874,
0.2558459937572479,
-0.414074182510376,
0.12191842496395111,
0.14342807233333588,
-0.2566815912723541,
-0.13210906088352203,
-0.10003601014614105,
0.40888622403144836,
-0.1934928447008133,
-0.27502208948135376,
-0.1079203188419342,
-0.20196346938610077,
0.0491350032389164,
-0.28051793575286865,
0.007155274506658316,
0.12333472818136215,
-0.293001264333725,
0.10044235736131668,
-0.213969424366951,
-0.19780735671520233,
-0.049563758075237274,
0.1837705671787262,
0.13702116906642914,
-0.05015142261981964,
0.245045006275177,
0.16588470339775085,
-0.02981039322912693,
-0.028801636770367622,
0.18475164473056793,
-0.1599302440881729,
-0.1423684060573578,
0.02017190493643284,
0.012179010547697544,
-0.1760818213224411,
-0.38458526134490967,
0.1371566206216812,
0.0841650441288948,
-0.1237301453948021,
-0.34408441185951233,
-0.024625644087791443,
-0.13286182284355164,
0.13083350658416748,
0.1908017247915268,
0.2627682089805603,
-0.02226882241666317,
0.038684263825416565,
-0.3699915409088135,
-0.3957138955593109,
0.05286206677556038,
-0.2782195210456848,
0.1491161584854126,
-0.3459346294403076,
-0.32365044951438904,
0.16905555129051208,
0.11833015084266663,
-0.3498454689979553,
-0.015139084309339523,
0.04466867074370384,
0.16421768069267273,
0.12444065511226654,
0.10521894693374634,
-0.20404334366321564,
-0.2846587896347046,
-0.003975444473326206,
0.12827256321907043,
-0.23726880550384521,
-0.15945172309875488,
-0.09152474254369736,
0.16031494736671448,
0.10458268225193024,
0.028122562915086746,
-0.21574029326438904,
-0.25519171357154846,
-0.35547274351119995,
0.0011783374939113855,
0.007399444933980703,
-0.09607989341020584,
-0.006895594298839569,
0.3142218589782715,
0.18403111398220062,
0.17503032088279724,
0.06715837121009827,
0.08260250836610794,
-0.048365384340286255,
0.19071830809116364,
0.043503038585186005,
-0.04020918905735016,
-0.047053758054971695,
0.031253863126039505,
0.3196411430835724,
0.22040139138698578,
0.0649544969201088,
-0.019617972895503044,
0.3327842652797699,
-0.03253256902098656,
0.35357463359832764,
0.2818250060081482,
-0.022032001987099648,
0.3322063684463501,
-0.1898077130317688,
0.05792591720819473,
0.3802911341190338,
0.2299613207578659,
-0.11757685989141464,
-0.17092099785804749,
0.29429709911346436,
-0.15550433099269867,
-0.004347540438175201,
0.212631493806839,
0.6201545596122742,
0.12706662714481354,
-0.10949398577213287,
0.12651824951171875,
0.3498149514198303,
-0.08437926322221756,
0.04552587866783142,
0.37210768461227417,
-0.3127884268760681,
0.01993301510810852,
0.3568802773952484,
0.22360682487487793,
-0.006332990247756243,
0.18968351185321808,
0.24010662734508514,
0.1889016181230545,
0.3412063419818878,
0.27252477407455444,
0.23095624148845673,
-0.22623516619205475,
0.336686372756958,
0.24553778767585754,
0.22246243059635162,
0.1677638590335846,
0.13814611732959747,
-0.01082357857376337,
0.3621063828468323,
-0.2713713049888611,
-0.08673293888568878,
0.0033021694980561733,
-0.12109023332595825,
0.2783876955509186,
-0.02422584593296051,
-0.20792093873023987,
-0.04683929309248924,
-0.13302041590213776,
0.04221218079328537,
-0.1667909026145935,
-0.12515796720981598,
-0.015796653926372528,
-0.11011956632137299,
0.010661076754331589,
0.21380767226219177,
0.1266690492630005,
0.028229398652911186,
-0.1807093769311905,
0.1252240389585495,
-0.06218082830309868,
-0.1493135690689087,
0.2648477852344513,
0.13934388756752014,
0.3062216341495514,
0.1757594496011734,
-0.03349403291940689,
0.10386177152395248,
0.030080661177635193,
-0.2353150099515915,
0.20814265310764313,
0.5127869844436646,
0.2062881588935852,
0.22928427159786224,
0.18893666565418243,
0.12856173515319824,
-0.023844122886657715,
0.05867265164852142,
-0.15861180424690247,
-0.2941417694091797,
0.11558595299720764,
-0.11737897992134094,
0.27768105268478394,
-0.2918069660663605,
-0.15614290535449982,
-0.05700019747018814,
-0.24945896863937378,
-0.31932204961776733,
0.7226654887199402,
-0.027661295607686043,
0.08749569952487946,
-0.3053849935531616,
0.08537472039461136,
0.20623089373111725,
0.39190948009490967,
0.29592305421829224,
0.010229061357676983,
-0.0385655052959919,
-0.11361461132764816,
-0.8005526065826416,
0.015500890091061592,
-0.14306281507015228,
0.0058486321941018105,
0.20739015936851501,
-0.20922265946865082,
0.2151767909526825,
0.2566598057746887,
0.17570830881595612,
-0.06904438138008118,
0.09976362437009811,
0.25928306579589844,
-0.1479417085647583,
-0.1535758227109909,
0.14401748776435852,
0.24052220582962036,
-0.07506747543811798,
-0.03517208248376846,
0.28986069560050964,
0.19193841516971588,
0.066485196352005,
-0.377522349357605,
0.27470532059669495,
0.08228009194135666,
0.18151476979255676,
0.40610724687576294,
0.014021400362253189,
0.578294575214386,
-0.1807851642370224,
0.028241993859410286,
0.010386420413851738,
0.4699588119983673,
-0.021353816613554955,
0.397528737783432,
0.17314770817756653,
0.11621437221765518,
-0.07537750154733658,
-0.09730325639247894,
-0.2672232687473297,
0.26403236389160156,
-0.088197723031044,
0.04047689959406853,
-0.5378923416137695,
-0.0544227696955204,
0.16393396258354187,
-0.10242022573947906,
0.0689288005232811,
-0.13003122806549072,
-0.042974237352609634,
-0.04174743965268135,
-0.19643551111221313,
-0.25423526763916016,
0.44768670201301575,
-0.08416454493999481,
-0.1262211799621582,
0.08385150879621506,
0.027125516906380653,
0.2643658220767975,
0.13285426795482635,
-0.9024059772491455,
0.043919455260038376,
0.44501370191574097,
-0.08125416934490204,
-0.19155994057655334,
0.07879593223333359,
0.05481939762830734,
0.05584476515650749,
-0.1466098427772522,
0.1313602775335312,
0.0618942566215992,
-0.1494855135679245,
-0.20700500905513763,
-0.11947574466466904
] |
https://github.com/huggingface/datasets/issues/2089 | Add documentaton for dataset README.md files | Hi ! There's the tagging app at https://huggingface.co/datasets/tagging/ that you can use.
It shows the list of all the tags you can use.
It is based on all the tag sets defined in this folder:
https://github.com/huggingface/datasets/tree/master/src/datasets/utils/resources | Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip | 36 | Add documentaton for dataset README.md files
Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip
Hi ! There's the tagging app at https://huggingface.co/datasets/tagging/ that you can use.
It shows the list of all the tags you can use.
It is based on all the tag sets defined in this folder:
https://github.com/huggingface/datasets/tree/master/src/datasets/utils/resources | [
-0.28661680221557617,
0.0945327877998352,
-0.15884868800640106,
0.19306418299674988,
0.27685070037841797,
0.315613716840744,
0.2661203444004059,
0.19319134950637817,
0.17165808379650116,
0.023346638306975365,
-0.12728945910930634,
0.24129396677017212,
-0.12643830478191376,
0.359706312417984,
0.09149056673049927,
0.02676316536962986,
0.08608370274305344,
-0.10284014046192169,
0.15925869345664978,
-0.18457914888858795,
-0.16914497315883636,
0.017429687082767487,
-0.044866081327199936,
-0.164150670170784,
-0.32863834500312805,
-0.1695873737335205,
-0.12665602564811707,
0.09945620596408844,
-0.41461604833602905,
-0.5925248265266418,
-0.05021082982420921,
0.3110639750957489,
0.2041494995355606,
0.11580763757228851,
-0.00010105028923135251,
-0.21475404500961304,
0.2052169293165207,
-0.2352299839258194,
-0.013936069793999195,
-0.11267605423927307,
-0.17687803506851196,
-0.32792702317237854,
-0.06015273183584213,
-0.10671977698802948,
-0.05971934273838997,
-0.2925774157047272,
-0.08418012410402298,
-0.19045080244541168,
0.1979566514492035,
0.4205387234687805,
0.26861149072647095,
-0.11035071313381195,
0.3406369090080261,
-0.2250533103942871,
0.27066770195961,
0.16779741644859314,
-0.12398175150156021,
0.43744024634361267,
0.49006712436676025,
0.14727021753787994,
-0.02781255915760994,
0.2508871555328369,
-0.03731992095708847,
0.18734964728355408,
0.47236141562461853,
-0.0820319727063179,
0.24237856268882751,
-0.5768038034439087,
0.2497013360261917,
0.38705164194107056,
1.039131999015808,
-0.27808207273483276,
-0.25297585129737854,
-0.36921486258506775,
0.08368241041898727,
-0.14494231343269348,
0.1967422068119049,
0.3172575831413269,
0.024646742269396782,
0.15992912650108337,
-0.02152257412672043,
-0.36351245641708374,
-0.24900135397911072,
0.03080790303647518,
0.180502250790596,
0.40411826968193054,
-0.11611349135637283,
-0.10122191905975342,
0.23094573616981506,
-0.14537326991558075,
-0.02807418629527092,
0.11795686185359955,
-0.18536315858364105,
0.17045433819293976,
0.12579768896102905,
-0.056418828666210175,
-0.32484766840934753,
-0.06845129281282425,
0.28508928418159485,
-0.025974562391638756,
-0.0902741551399231,
0.09604097157716751,
-0.05560090392827988,
0.2861751317977905,
0.15120702981948853,
-0.10179723054170609,
0.18573173880577087,
0.17611615359783173,
0.12155033648014069,
-0.1716192215681076,
0.21331040561199188,
-0.15623769164085388,
-0.153007373213768,
-0.09065309911966324,
-0.02751517854630947,
-0.0823391005396843,
-0.15275676548480988,
-0.2826739549636841,
0.02003149874508381,
-0.11338810622692108,
0.09690132737159729,
-0.12563911080360413,
0.024313142523169518,
0.28541162610054016,
0.07406184822320938,
-0.21253453195095062,
-0.26713159680366516,
0.18967607617378235,
-0.006165589205920696,
-0.1419602781534195,
-0.04664132744073868,
0.1665448397397995,
-0.1256682425737381,
0.2072860598564148,
0.25241348147392273,
-0.1257539689540863,
0.3280341327190399,
0.13523751497268677,
-0.07582803815603256,
-0.1853526085615158,
0.13547593355178833,
0.013787451200187206,
0.2163783460855484,
0.285922646522522,
-0.020943807438015938,
0.0056270333006978035,
-0.03946635499596596,
-0.40769970417022705,
-0.23940794169902802,
-0.03690706193447113,
-0.4110158085823059,
-0.2267906665802002,
-0.3655211627483368,
0.26763951778411865,
-0.12431960552930832,
-0.04593198001384735,
-0.20273403823375702,
0.3219771385192871,
0.0812157616019249,
0.04503271356225014,
0.16628018021583557,
0.25377362966537476,
-0.34816300868988037,
-0.25761905312538147,
0.03025190159678459,
0.4434049725532532,
-0.2620563507080078,
-0.1156654804944992,
0.0625191330909729,
-0.08723459392786026,
-0.133552685379982,
0.018521085381507874,
-0.2578810751438141,
0.29842403531074524,
-0.25280049443244934,
0.26485002040863037,
0.37748029828071594,
-0.4607778489589691,
-0.16829220950603485,
0.0759342834353447,
0.021000312641263008,
-0.34295374155044556,
0.15426726639270782,
-0.04579410329461098,
0.474137544631958,
-0.17839865386486053,
-0.1736365109682083,
0.021554715931415558,
-0.13560552895069122,
0.03831551596522331,
-0.1707608699798584,
-0.026743745431303978,
0.04208372160792351,
0.14779233932495117,
0.09012417495250702,
-0.09279090166091919,
0.39239272475242615,
0.0840129628777504,
-0.006596239749342203,
-0.12466063350439072,
0.16669335961341858,
0.354076623916626,
0.18077018857002258,
0.18788310885429382,
-0.009458182379603386,
-0.10037198662757874,
-0.446811705827713,
0.10828150808811188,
0.07805007696151733,
0.2980458438396454,
-0.01816682144999504,
-0.30649876594543457,
-0.36639341711997986,
-0.24085281789302826,
-0.3977142572402954,
-0.3615727722644806,
0.1890878826379776,
0.030355654656887054,
-0.12492614984512329,
0.18898288905620575,
-0.1747090220451355,
0.20965711772441864,
-0.026315998286008835,
0.12587027251720428,
-0.2828807830810547,
-0.054106686264276505,
-0.18976536393165588,
-0.012179463170468807,
0.3533416986465454,
0.0889374390244484,
0.20291413366794586,
-0.004182468168437481,
-0.05476521700620651,
0.32213354110717773,
0.17338025569915771,
0.2728249132633209,
0.23411975800991058,
0.5424047708511353,
0.39437100291252136,
-0.3049963116645813,
0.2806558609008789,
-0.3187287747859955,
0.09828450530767441,
-0.2413083016872406,
-0.4253420829772949,
0.1217968538403511,
-0.210870623588562,
-0.08557166159152985,
-0.08782308548688889,
-0.04318874329328537,
0.20232565701007843,
0.025789618492126465,
-0.14155682921409607,
-0.40924105048179626,
-0.1996079832315445,
-0.09293786436319351,
0.13402201235294342,
-0.014262390322983265,
0.07029005140066147,
0.15935738384723663,
0.6423451900482178,
-0.010372662916779518,
0.10533424466848373,
0.11136695742607117,
-0.11600829660892487,
0.0188495721668005,
0.230119526386261,
0.15411195158958435,
0.08343381434679031,
0.26180657744407654,
0.2813131809234619,
0.19551177322864532,
0.012178299948573112,
-0.2820139229297638,
0.15821783244609833,
-0.08509108424186707,
-0.00887981615960598,
0.16715475916862488,
-0.20944756269454956,
-0.11370155960321426,
-0.29825323820114136,
-0.01300964318215847,
0.10259691625833511,
0.2986980378627777,
-0.29725244641304016,
-0.21020692586898804,
-0.30443450808525085,
-0.19054009020328522,
-0.24613270163536072,
-0.248609721660614,
-0.5396837592124939,
-0.24662326276302338,
0.08364368230104446,
0.06871339678764343,
0.018367987126111984,
0.05760975927114487,
-0.11290184408426285,
0.018598545342683792,
-0.2259150594472885,
0.24943996965885162,
-0.16715554893016815,
-0.2185426950454712,
-0.1116601750254631,
0.15299171209335327,
0.5170536041259766,
0.45685768127441406,
0.6414666175842285,
-0.3583686351776123,
0.25361183285713196,
-0.24703224003314972,
-0.44763514399528503,
0.12780390679836273,
-0.09855612367391586,
0.2760167121887207,
0.06284168362617493,
0.08695115149021149,
-0.03241709619760513,
0.03356077894568443,
0.129765123128891,
-0.026087338104844093,
-0.1214938759803772,
-0.20699775218963623,
-0.02157750353217125,
-0.2263174057006836,
-0.06221583113074303,
-0.5958681702613831,
-0.2116921991109848,
-0.45267948508262634,
0.17332538962364197,
-0.11795074492692947,
0.16486993432044983,
0.18940721452236176,
-0.005529890302568674,
0.24143722653388977,
-0.22197258472442627,
0.2568545639514923,
-0.2677105963230133,
-0.136679545044899,
0.3523485064506531,
-0.4366489350795746,
-0.31816014647483826,
0.5248671174049377,
0.20301391184329987,
0.40708407759666443,
-0.19045594334602356,
-0.22723719477653503,
0.03990377485752106,
0.14607273042201996,
-0.005459439475089312,
0.04565277323126793,
0.04508538171648979,
0.20715799927711487,
0.18424154818058014,
0.012662611901760101,
-0.14879663288593292,
-0.13396616280078888,
-0.10942637920379639,
-0.15330015122890472,
-0.04526333138346672,
0.00024311221204698086,
0.12601110339164734,
-0.016664208844304085,
0.41190558671951294,
0.20078012347221375,
0.14650733768939972,
0.4331975281238556,
-0.03869887441396713,
0.3499618172645569,
0.007420432288199663,
-0.3237256407737732,
0.24139560759067535,
0.03198689967393875,
0.20891423523426056,
0.35217076539993286,
0.18116989731788635,
0.11118011921644211,
-0.14009088277816772,
-0.1847597360610962,
-0.4298863112926483,
-0.24746239185333252,
0.1573476791381836,
-0.07367218285799026,
0.14956994354724884,
-0.24708421528339386,
0.059907540678977966,
0.06619812548160553,
-0.20990873873233795,
0.2634678781032562,
0.721168041229248,
-0.1686713546514511,
0.17188934981822968,
-0.4008205533027649,
0.13141155242919922,
-0.08367349207401276,
0.10110552608966827,
0.16514790058135986,
0.08817171305418015,
-0.37925654649734497,
0.15646900236606598,
0.04122319445014,
0.1743079274892807,
0.3637608587741852,
-0.6297621130943298,
-0.056645750999450684,
0.1625448763370514,
0.15333975851535797,
0.16710849106311798,
0.06257054954767227,
-0.0757087990641594,
0.05977833643555641,
0.1686844378709793,
0.30571484565734863,
-0.3238658308982849,
-0.238270103931427,
-0.1911199390888214,
0.0012682742672041059,
0.06947537511587143,
-0.1967361569404602,
-0.03580610081553459,
-0.2466350793838501,
-0.5505596399307251,
-0.06428756564855576,
0.1555042415857315,
-0.1778167337179184,
-0.21486957371234894,
-0.1831832081079483,
0.15841777622699738,
0.11107780039310455,
0.21557770669460297,
0.22875665128231049,
0.1362677365541458,
0.1819663941860199,
0.050754912197589874,
0.31089431047439575,
0.07808094471693039,
0.6399568319320679,
0.4952014684677124,
-0.3066953420639038,
-0.28503164649009705,
-0.007127240300178528,
-0.6396299004554749,
0.3948833644390106,
0.08349213749170303,
0.23949143290519714,
-0.057691752910614014,
0.22035381197929382,
-0.3084156811237335,
-0.18507114052772522,
0.04044879600405693,
0.015322390012443066,
0.07671572268009186,
-0.42579594254493713,
-0.5817592144012451,
0.3822161555290222,
0.1445126086473465,
-0.0373898446559906,
0.17839407920837402,
0.019167393445968628,
-0.3615926206111908,
-0.11244043707847595,
0.2835022509098053,
0.911652684211731,
-0.03479266166687012,
-0.19592584669589996,
-0.2540159821510315,
-0.36993587017059326,
0.1958467662334442,
-0.2573851943016052,
-0.1842878758907318,
-0.24107110500335693,
0.12396490573883057,
-0.053416311740875244,
0.012265441007912159,
0.41374942660331726,
0.3091442883014679,
-0.38997212052345276,
0.17453597486019135,
0.2809737026691437,
0.07068103551864624,
-0.12508165836334229,
0.7324374318122864,
-0.30975785851478577,
-0.39873558282852173,
0.04993807524442673,
0.23093919456005096,
-0.09879964590072632,
0.026754654943943024,
-0.06316691637039185,
-0.4066275358200073,
-0.0312037393450737,
0.03071531653404236,
-0.3434127867221832,
-0.2780148684978485,
-0.15242575109004974,
-0.2990492284297943,
-0.14135846495628357,
0.00040108946268446743,
0.499779611825943,
0.22156071662902832,
0.4800952076911926,
0.11989468336105347,
-0.45002880692481995,
0.0706319510936737,
-0.03439489006996155,
-0.19115261733531952,
-0.15319976210594177,
-0.032654907554388046,
0.4229021370410919,
-0.1708020716905594,
-0.1803758442401886,
-0.08461813628673553,
0.01671714521944523,
0.11342618614435196,
-0.27832290530204773,
-0.07450231164693832,
0.14159530401229858,
-0.3183542490005493,
0.18766966462135315,
-0.22711338102817535,
-0.12580013275146484,
-0.1471264809370041,
0.22405296564102173,
0.1488533914089203,
-0.04573842138051987,
0.07887411117553711,
0.23666800558567047,
-0.06271433085203171,
-0.14448902010917664,
0.199269101023674,
-0.19471439719200134,
-0.06801385432481766,
-0.003551047295331955,
0.18395502865314484,
-0.24440258741378784,
-0.3652845323085785,
0.07152623683214188,
0.09709032624959946,
-0.2910974621772766,
-0.2242041379213333,
0.12692265212535858,
-0.08332998305559158,
0.08546622097492218,
0.2186807245016098,
0.18834802508354187,
-0.12387797236442566,
0.01347592193633318,
-0.31314465403556824,
-0.36366936564445496,
0.07124961167573929,
-0.1343919187784195,
0.1780824065208435,
-0.30832186341285706,
-0.2260962873697281,
0.22046062350273132,
0.1632940173149109,
-0.42258360981941223,
-0.08447806537151337,
-0.026373745873570442,
0.10502368211746216,
0.1314011961221695,
0.08049654960632324,
-0.07601936161518097,
-0.20775073766708374,
0.032126907259225845,
0.15388889610767365,
-0.32120224833488464,
-0.20537082850933075,
-0.15634481608867645,
0.10448164492845535,
-0.026580125093460083,
-0.018757915124297142,
-0.1343594789505005,
-0.16242709755897522,
-0.2730732560157776,
-0.10607884079217911,
0.1421528458595276,
-0.07770948112010956,
-0.03068147972226143,
0.22768312692642212,
0.20365846157073975,
0.15462292730808258,
0.11255036294460297,
-0.023295877501368523,
0.03423014283180237,
0.21080534160137177,
0.03692024573683739,
-0.17079363763332367,
-0.15420331060886383,
0.015604737214744091,
0.24066640436649323,
0.2459499090909958,
0.17184007167816162,
-0.1532493680715561,
0.32326728105545044,
-0.07174891978502274,
0.31823334097862244,
0.4493520259857178,
0.07567521184682846,
0.2300286591053009,
-0.16026122868061066,
0.1481693536043167,
0.39298731088638306,
0.303641676902771,
-0.13575485348701477,
-0.1440727412700653,
0.2680754065513611,
-0.14213654398918152,
0.05918722599744797,
0.3028164803981781,
0.5868405699729919,
0.11363060027360916,
-0.14705245196819305,
0.06025780364871025,
0.36139899492263794,
-0.1302962452173233,
0.10258540511131287,
0.2724300026893616,
-0.26735466718673706,
0.042676039040088654,
0.4261934757232666,
0.34828174114227295,
0.06479192525148392,
0.18362852931022644,
0.08377775549888611,
0.31535133719444275,
0.2759128212928772,
0.2919805943965912,
0.21431249380111694,
-0.2817307710647583,
0.19229011237621307,
0.24285487830638885,
0.2343326359987259,
0.19101646542549133,
0.06428621709346771,
0.23526112735271454,
0.2019614577293396,
-0.34950321912765503,
-0.024081485345959663,
0.18415655195713043,
-0.12169026583433151,
0.2093122899532318,
-0.04179791361093521,
-0.1738918125629425,
-0.15528297424316406,
-0.05851387605071068,
-0.02905876748263836,
-0.3398756980895996,
-0.0005944103468209505,
-0.0907355397939682,
-0.10265647619962692,
-0.14300255477428436,
-0.00010478100011823699,
0.004643584135919809,
0.14166578650474548,
-0.21702076494693756,
0.17823004722595215,
-0.03639630973339081,
-0.1286473572254181,
0.24890033900737762,
0.17961519956588745,
0.33871349692344666,
0.10642869770526886,
0.004987865686416626,
0.12398698925971985,
-0.0810932070016861,
-0.18238471448421478,
0.06757783889770508,
0.48484426736831665,
0.06366605311632156,
0.1557958573102951,
0.20961062610149384,
0.15933342278003693,
-0.14251242578029633,
-0.042581696063280106,
-0.2261163890361786,
-0.06343159079551697,
0.08106885105371475,
-0.2003157138824463,
0.06509646028280258,
-0.16560876369476318,
-0.20102378726005554,
-0.07082228362560272,
-0.36516305804252625,
-0.13574765622615814,
0.5536828637123108,
-0.05632972717285156,
0.05734492093324661,
-0.27452680468559265,
0.11981812119483948,
0.26675716042518616,
0.3728231191635132,
0.18857528269290924,
0.11641458421945572,
-0.03061968833208084,
-0.08405064791440964,
-0.7492573857307434,
-0.07264576107263565,
-0.09139644354581833,
0.013757016509771347,
0.13573330640792847,
-0.17103944718837738,
0.20556437969207764,
0.26959216594696045,
0.12366888672113419,
0.010231561958789825,
0.1659904420375824,
0.18994468450546265,
-0.11428019404411316,
-0.21078284084796906,
-0.01152354571968317,
0.1543954610824585,
0.05769427493214607,
0.03331528976559639,
0.23401537537574768,
0.05246034264564514,
0.06890081614255905,
-0.3286016583442688,
0.29450613260269165,
-0.006518105044960976,
0.07377747446298599,
0.4180586338043213,
-0.08500425517559052,
0.4787150025367737,
-0.19538737833499908,
0.017406363040208817,
-0.022914187982678413,
0.198598712682724,
-0.13946273922920227,
0.40790918469429016,
0.1480741947889328,
0.20087556540966034,
-0.09285054355859756,
-0.12453141063451767,
-0.2761181890964508,
0.20356515049934387,
-0.05659133940935135,
0.06934012472629547,
-0.4167177379131317,
0.01293573435395956,
0.12362566590309143,
-0.1546284556388855,
0.08530929684638977,
0.05087246745824814,
-0.007576547563076019,
-0.12888529896736145,
-0.19279992580413818,
-0.2794758975505829,
0.4735991656780243,
-0.06923584640026093,
-0.11550527065992355,
0.12133654952049255,
0.00932086631655693,
0.40112271904945374,
0.06227005645632744,
-0.9307849407196045,
0.16765525937080383,
0.4140990376472473,
0.03447248041629791,
-0.2256740927696228,
0.175737664103508,
-0.0129391523078084,
-0.01552942581474781,
-0.19148173928260803,
0.1828603893518448,
0.07117228955030441,
-0.11266330629587173,
-0.06457158923149109,
-0.12526875734329224
] |
https://github.com/huggingface/datasets/issues/2089 | Add documentaton for dataset README.md files | I don't think so. Feel free to take a look at the tags of other models (example [here](https://huggingface.co/bert-base-uncased/blob/main/README.md)). But we should definitely have some docs or an app to write the tags. Feel free to open an issue in the `transformers` repo or in the `huggingface_hub` repo so we can discuss this | Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip | 52 | Add documentaton for dataset README.md files
Hi,
the dataset README files have special headers.
Somehow a documenation of the allowed values and tags is missing.
Could you add that?
Just to give some concrete questions that should be answered imo:
- which values can be passted to multilinguality?
- what should be passed to language_creators?
- which values should licenses have? What do I say when it is a custom license? Should I add a link?
- how should I choose size_categories ? What are valid ranges?
- what are valid task_categories?
Thanks
Philip
I don't think so. Feel free to take a look at the tags of other models (example [here](https://huggingface.co/bert-base-uncased/blob/main/README.md)). But we should definitely have some docs or an app to write the tags. Feel free to open an issue in the `transformers` repo or in the `huggingface_hub` repo so we can discuss this | [
-0.13014467060565948,
-0.03524341434240341,
-0.05321858078241348,
0.24710460007190704,
0.2942429780960083,
0.25594133138656616,
0.41520068049430847,
0.1293422430753708,
0.09287907928228378,
-0.04842407628893852,
-0.17295514047145844,
0.07008861750364304,
-0.17187148332595825,
0.33226606249809265,
0.1102285161614418,
-0.07998734712600708,
0.07458186149597168,
-0.0640120878815651,
0.08292961865663528,
-0.3425408601760864,
-0.12059970200061798,
0.0473310612142086,
0.008605926297605038,
-0.15901681780815125,
-0.341500461101532,
-0.0647561103105545,
-0.10810870677232742,
0.08788232505321503,
-0.3661053776741028,
-0.4418186843395233,
0.034378208220005035,
0.3645286560058594,
0.2753330171108246,
0.200030118227005,
-0.00011224960326217115,
-0.08206772804260254,
0.2017982453107834,
-0.29372191429138184,
0.08058502525091171,
-0.06951645761728287,
-0.13068406283855438,
-0.22356027364730835,
0.0002542554575484246,
-0.16599790751934052,
-0.04437233880162239,
-0.11045601963996887,
-0.08385142683982849,
0.072908915579319,
0.4370502829551697,
0.3751862943172455,
0.1481335163116455,
0.1568712294101715,
0.35794222354888916,
-0.07536278665065765,
0.3906329274177551,
0.5329561233520508,
-0.1721143275499344,
0.3704756796360016,
0.4002625346183777,
0.1344771534204483,
-0.008602559566497803,
0.34295570850372314,
0.010265205055475235,
0.0815117284655571,
0.5320786237716675,
0.061476584523916245,
0.457728773355484,
-0.49992895126342773,
0.07460448890924454,
0.49686896800994873,
0.8872466087341309,
-0.2778625786304474,
-0.3920513391494751,
-0.4509534537792206,
0.05117354914546013,
-0.0022099174093455076,
0.12751609086990356,
0.22921378910541534,
-0.022325480356812477,
0.20233716070652008,
-0.0359627939760685,
-0.3970159888267517,
-0.29501113295555115,
-0.016448913142085075,
0.2132582813501358,
0.5303969383239746,
-0.08309894055128098,
-0.048388995230197906,
0.20289303362369537,
-0.07507175952196121,
0.03790617361664772,
-0.020930131897330284,
-0.13303124904632568,
0.18088413774967194,
0.18294359743595123,
-0.27205798029899597,
-0.40238186717033386,
-0.009105353616178036,
0.2835801839828491,
-0.12887154519557953,
-0.09295687079429626,
0.010474556125700474,
-0.05702735856175423,
0.215603306889534,
0.24617893993854523,
-0.0706651359796524,
-0.10412222146987915,
0.28441503643989563,
0.14893385767936707,
-0.06323658674955368,
0.35048672556877136,
-0.15371522307395935,
-0.14323976635932922,
0.032052237540483475,
-0.16252945363521576,
-0.05854300409555435,
-0.11972325295209885,
-0.21734720468521118,
0.16576670110225677,
-0.18949885666370392,
0.2245902270078659,
-0.11914130300283432,
0.08653855323791504,
0.331421434879303,
0.0674901232123375,
-0.13504865765571594,
-0.24036240577697754,
0.08499520272016525,
0.0512673482298851,
-0.13407079875469208,
-0.02953021600842476,
0.08564535528421402,
-0.13041651248931885,
0.25663402676582336,
0.2308347225189209,
-0.04537738859653473,
0.2571464478969574,
0.0018116356804966927,
0.11419223994016647,
-0.09511614590883255,
0.07907471060752869,
0.05530150607228279,
0.16968412697315216,
0.3754543960094452,
-0.21986235678195953,
0.04221780598163605,
-0.059329353272914886,
-0.38386061787605286,
-0.29956287145614624,
0.06807784736156464,
-0.3602796792984009,
-0.2845463752746582,
-0.3764238953590393,
0.133267343044281,
-0.17126862704753876,
0.06723270565271378,
-0.25173047184944153,
0.2926393747329712,
0.1982019990682602,
-0.09825028479099274,
0.27114078402519226,
0.2577008306980133,
-0.2646191716194153,
-0.15254342555999756,
0.054329220205545425,
0.5442985892295837,
-0.15501855313777924,
-0.24142341315746307,
-0.012160181999206543,
-0.01533197145909071,
-0.2538619041442871,
0.15823286771774292,
-0.31047308444976807,
0.2880329489707947,
-0.21257947385311127,
0.1954706907272339,
0.3075234591960907,
-0.5969018936157227,
-0.28786733746528625,
0.18992185592651367,
0.04410136491060257,
-0.24301786720752716,
0.2752092182636261,
-0.00986384879797697,
0.43638139963150024,
-0.22211308777332306,
-0.2216964215040207,
-0.11648181080818176,
-0.1454751044511795,
0.030042558908462524,
-0.17886555194854736,
-0.18242424726486206,
0.18016643822193146,
0.17706823348999023,
0.14271435141563416,
-0.005652864463627338,
0.2813096344470978,
0.31773629784584045,
0.18075965344905853,
-0.08943712711334229,
0.10503671318292618,
0.39709290862083435,
0.34766238927841187,
0.03445108234882355,
0.057608284056186676,
-0.0956658124923706,
-0.6226606965065002,
0.03699477016925812,
-0.040779829025268555,
0.3914709985256195,
-0.07539904117584229,
-0.32385188341140747,
-0.26405712962150574,
-0.2537073493003845,
-0.31155067682266235,
-0.44227299094200134,
0.07669319212436676,
-0.049022696912288666,
-0.2323368936777115,
0.11211979389190674,
-0.2760220468044281,
0.32504457235336304,
0.08415846526622772,
0.1767023354768753,
-0.42315369844436646,
0.0879206508398056,
-0.3023087978363037,
0.09816771745681763,
0.24126990139484406,
0.10989927500486374,
0.12735852599143982,
-0.09519883990287781,
0.009488063864409924,
0.23343679308891296,
-0.02105129510164261,
0.21753083169460297,
0.09824599325656891,
0.6624143719673157,
0.5612780451774597,
-0.3053039312362671,
0.18806247413158417,
-0.2835324704647064,
0.09846611320972443,
-0.18100972473621368,
-0.5105971097946167,
0.06831813603639603,
-0.18711306154727936,
-0.05704348906874657,
-0.0027723449748009443,
-0.10046505182981491,
0.19076915085315704,
0.03207193315029144,
-0.2853168845176697,
-0.35564756393432617,
-0.23454348742961884,
0.09649672359228134,
0.23932261765003204,
0.09287606179714203,
0.19012829661369324,
0.06278575211763382,
0.7504203915596008,
-0.12580043077468872,
0.09177479892969131,
0.19571518898010254,
-0.22763153910636902,
-0.021266670897603035,
0.12587742507457733,
0.12219476699829102,
0.14490540325641632,
0.2134445607662201,
0.06042886897921562,
0.16159233450889587,
0.09863617271184921,
-0.17373105883598328,
0.1242917850613594,
0.037212617695331573,
-0.07002528011798859,
0.24286265671253204,
-0.23855702579021454,
0.011653108522295952,
-0.29255837202072144,
-0.023855308070778847,
0.1365640014410019,
0.22980588674545288,
-0.3926614820957184,
-0.16882352530956268,
0.05058201402425766,
0.03855758532881737,
-0.2868269979953766,
-0.25303617119789124,
-0.6583184003829956,
-0.1110900342464447,
0.0961049422621727,
0.028908198699355125,
0.05611921474337578,
0.06240912526845932,
0.06278090924024582,
0.19701959192752838,
-0.17628046870231628,
0.2620808482170105,
-0.3391106426715851,
-0.22608231008052826,
-0.08661400526762009,
0.03838449716567993,
0.44318851828575134,
0.37958860397338867,
0.34047335386276245,
-0.3237486183643341,
0.24067962169647217,
-0.11477962136268616,
-0.6005817651748657,
0.2257780134677887,
-0.13845008611679077,
0.3139524757862091,
0.11847515404224396,
0.05758075788617134,
0.10743531584739685,
-0.11118481308221817,
0.13580535352230072,
-0.033465661108493805,
-0.12986046075820923,
-0.25498735904693604,
-0.033279791474342346,
-0.2619001567363739,
-0.12098076194524765,
-0.4445779025554657,
-0.24849452078342438,
-0.3826477825641632,
0.3122245967388153,
-0.13250860571861267,
0.055502817034721375,
0.3077597916126251,
-0.00776262441650033,
0.19767318665981293,
-0.24744322896003723,
0.11548066884279251,
-0.16999328136444092,
-0.09006582945585251,
0.47442513704299927,
-0.34643077850341797,
-0.283453106880188,
0.2812023162841797,
0.05283234268426895,
0.2554817795753479,
-0.284356951713562,
-0.2434409260749817,
0.04280875623226166,
0.09348856657743454,
-0.2509506642818451,
0.0276175569742918,
0.07666327059268951,
0.27477872371673584,
0.25907623767852783,
0.11700064688920975,
-0.113093800842762,
-0.17458631098270416,
-0.04018555209040642,
0.0621444433927536,
-0.0020898517686873674,
-0.10460728406906128,
0.14656439423561096,
-0.07571390271186829,
0.36239874362945557,
0.07720015943050385,
0.06155849248170853,
0.3316227197647095,
0.05718551203608513,
0.4331570565700531,
0.06602554768323898,
-0.35460203886032104,
0.2062716782093048,
0.006727450992912054,
0.08007737249135971,
0.37203845381736755,
0.0802137479186058,
0.1718423217535019,
-0.12518468499183655,
-0.3122656047344208,
-0.30933400988578796,
-0.3860096335411072,
0.10219211131334305,
0.22280149161815643,
0.09347143024206161,
-0.17058397829532623,
0.003721377579495311,
-0.053382549434900284,
-0.1663525104522705,
0.35437220335006714,
0.8319616913795471,
-0.14103473722934723,
0.08831600844860077,
-0.2800041437149048,
0.18883517384529114,
-0.22738251090049744,
0.021554840728640556,
0.1896582841873169,
0.012695902027189732,
-0.2334342747926712,
0.21133366227149963,
-0.007656298112124205,
0.15658746659755707,
0.5497602820396423,
-0.5247400999069214,
-0.06314881891012192,
0.012960311956703663,
0.017620593309402466,
0.11084460467100143,
0.06637348234653473,
-0.13729670643806458,
-0.09216107428073883,
0.1316770315170288,
0.4949616491794586,
-0.4311372637748718,
-0.28164443373680115,
-0.08440124243497849,
-0.07658879458904266,
-0.06942080706357956,
-0.25303491950035095,
-0.0952586904168129,
-0.15937426686286926,
-0.5372494459152222,
-0.12789225578308105,
0.26743826270103455,
-0.29539209604263306,
-0.17291761934757233,
-0.24302303791046143,
0.18324631452560425,
0.04559674859046936,
0.2772335708141327,
0.24631696939468384,
0.15554647147655487,
0.14078229665756226,
-0.021229896694421768,
0.38347041606903076,
0.07925360649824142,
0.6136364340782166,
0.40857967734336853,
-0.37805038690567017,
-0.32430556416511536,
0.03222230076789856,
-0.7105806469917297,
0.29470545053482056,
0.27573421597480774,
0.25166288018226624,
-0.06870005279779434,
0.42588651180267334,
-0.21192105114459991,
-0.18527354300022125,
0.05897276848554611,
0.1156478077173233,
0.019267486408352852,
-0.5070005059242249,
-0.5510525107383728,
0.41384264826774597,
-0.006083237007260323,
-0.03763560205698013,
0.01271610427647829,
0.2641605734825134,
-0.39062798023223877,
0.1536788046360016,
0.3243081271648407,
1.2151700258255005,
-0.10245347023010254,
0.05640273541212082,
-0.305080384016037,
-0.24167408049106598,
0.36782705783843994,
-0.415656715631485,
-0.12343228608369827,
-0.26714959740638733,
0.014428137801587582,
-0.12643057107925415,
0.014587941579520702,
0.3629634976387024,
0.367415189743042,
-0.38013049960136414,
0.06065709516406059,
0.3421323895454407,
0.20658466219902039,
-0.10841580480337143,
0.7030027508735657,
-0.13091976940631866,
-0.40529534220695496,
0.021795935928821564,
0.07646233588457108,
0.029423248022794724,
0.1367148607969284,
-0.08364074677228928,
-0.5859964489936829,
-0.07805541902780533,
-0.13613709807395935,
-0.37410756945610046,
-0.35253968834877014,
-0.20449595153331757,
-0.21102175116539001,
0.023924147710204124,
0.02466636709868908,
0.553437352180481,
0.2366507351398468,
0.5483720302581787,
0.1621500700712204,
-0.6404774785041809,
0.13559766113758087,
-0.12392366677522659,
-0.19569998979568481,
-0.22477968037128448,
0.047875337302684784,
0.3694453239440918,
-0.12993694841861725,
-0.2023029625415802,
-0.13304129242897034,
-0.06826842576265335,
-0.0005886711296625435,
-0.24654726684093475,
-0.14961732923984528,
0.10547848045825958,
-0.34846797585487366,
0.14427830278873444,
-0.19869409501552582,
-0.24113205075263977,
-0.1479477733373642,
0.13714003562927246,
0.03239333629608154,
-0.11512710154056549,
0.035100024193525314,
0.2759847640991211,
-0.15523113310337067,
-0.08789776265621185,
0.2337958812713623,
-0.19648751616477966,
-0.09904532879590988,
0.1055184155702591,
0.10040991008281708,
-0.23998722434043884,
-0.2959396541118622,
-0.01567366160452366,
0.2685162127017975,
-0.6028072237968445,
-0.24544881284236908,
0.06272242963314056,
-0.18084563314914703,
0.012280185706913471,
0.3699558973312378,
0.3838866949081421,
-0.13637509942054749,
-0.05213604494929314,
-0.225737527012825,
-0.5842854380607605,
0.1538548320531845,
-0.14063392579555511,
0.16995510458946228,
-0.18897388875484467,
-0.11572681367397308,
0.19679440557956696,
0.2167569398880005,
-0.3300185799598694,
-0.1394522339105606,
-0.016644222661852837,
0.04117407277226448,
0.1615884155035019,
-0.004523018840700388,
0.06755591928958893,
-0.30165180563926697,
-0.05239909142255783,
0.2579050064086914,
-0.2703539729118347,
-0.09995653480291367,
-0.2450142800807953,
0.17751003801822662,
0.02532140538096428,
0.014225322753190994,
-0.20255032181739807,
-0.023404551669955254,
-0.29658010601997375,
-0.12781599164009094,
0.2104472815990448,
0.04190638288855553,
0.14589612185955048,
0.259426474571228,
0.28570201992988586,
0.16321754455566406,
-0.1503942757844925,
0.02794414572417736,
0.12850958108901978,
0.1703546792268753,
0.14813147485256195,
-0.1565217226743698,
-0.16114358603954315,
0.10488184541463852,
0.30868691205978394,
0.23694293200969696,
0.2171386480331421,
-0.004965604282915592,
0.39919644594192505,
-0.007529506925493479,
0.26954248547554016,
0.34346482157707214,
0.11907442659139633,
0.1901557743549347,
-0.12954385578632355,
0.13850489258766174,
0.3368326425552368,
0.17722399532794952,
-0.22711767256259918,
-0.10551010817289352,
0.3189105689525604,
-0.17776963114738464,
0.10208660364151001,
0.42212390899658203,
0.5702974796295166,
0.26885852217674255,
-0.017271939665079117,
0.12583844363689423,
0.46698155999183655,
0.025778966024518013,
0.0944085344672203,
0.40130457282066345,
-0.2711418867111206,
0.1281042844057083,
0.4452599287033081,
0.3683159649372101,
0.17300431430339813,
0.19133612513542175,
0.09185625612735748,
0.11471978574991226,
0.003472232725471258,
0.2881261110305786,
0.3339247703552246,
-0.15541785955429077,
0.1877928376197815,
0.1563858985900879,
0.42289018630981445,
0.20241597294807434,
0.07722360640764236,
0.07687495648860931,
0.3115520179271698,
-0.227036714553833,
-0.12061558663845062,
0.11911478638648987,
-0.06484466046094894,
0.06646349281072617,
0.24246521294116974,
-0.12485139071941376,
-0.2164679914712906,
-0.10075588524341583,
-0.040017787367105484,
-0.32613998651504517,
-0.06290551275014877,
0.0003626427205745131,
-0.0012205602834001184,
0.09547597169876099,
-0.05731797590851784,
0.06829974800348282,
0.14246094226837158,
-0.23031747341156006,
0.1369355171918869,
0.1743846982717514,
-0.1468614786863327,
0.16293010115623474,
0.2221171259880066,
0.20917633175849915,
0.07199062407016754,
-0.02522408962249756,
0.20932018756866455,
0.04192766174674034,
-0.13462509214878082,
0.08987758308649063,
0.4182913899421692,
0.1899677962064743,
0.2705291509628296,
0.09561066329479218,
0.061395563185214996,
-0.11488930135965347,
-0.038812410086393356,
-0.2847312390804291,
-0.0863257348537445,
-0.009929198771715164,
0.0628964975476265,
-0.006866622716188431,
-0.2412634789943695,
-0.23674726486206055,
-0.12364329397678375,
-0.45291122794151306,
-0.08922073990106583,
0.5199385285377502,
-0.14344041049480438,
0.0544259138405323,
-0.18105532228946686,
0.050270192325115204,
0.20860406756401062,
0.42891228199005127,
0.24354656040668488,
0.027824120596051216,
-0.08885578066110611,
0.06259419769048691,
-0.7101930379867554,
-0.012414687313139439,
-0.01910657063126564,
0.12454553693532944,
0.18921877443790436,
-0.21410389244556427,
0.2409212440252304,
0.16184625029563904,
0.12125387787818909,
-0.0745743066072464,
-0.06715721637010574,
0.08009643107652664,
-0.07104736566543579,
-0.17404857277870178,
-0.20684714615345,
0.17683076858520508,
0.12985527515411377,
0.013197135180234909,
0.1974114626646042,
0.34410297870635986,
-0.047995440661907196,
-0.4523758590221405,
0.35016512870788574,
-0.03307076171040535,
0.062109075486660004,
0.31491461396217346,
-0.08597331494092941,
0.4451005756855011,
-0.20298835635185242,
-0.1355414092540741,
0.06715328246355057,
0.24984446167945862,
-0.11638709157705307,
0.34994351863861084,
0.16672079265117645,
0.24665626883506775,
-0.24407385289669037,
-0.2746082544326782,
-0.46813276410102844,
0.05802568793296814,
-0.0034036394208669662,
-0.13275954127311707,
-0.6510514616966248,
0.0006266307318583131,
0.0464828759431839,
-0.2279353141784668,
0.211195707321167,
0.05428560450673103,
-0.03712816536426544,
-0.11822301149368286,
-0.18862450122833252,
-0.13552145659923553,
0.6211866736412048,
-0.172636941075325,
-0.14157003164291382,
0.13339781761169434,
-0.045460354536771774,
0.4083578586578369,
-0.017050156369805336,
-1.1616520881652832,
0.1322576105594635,
0.3177455961704254,
0.02581256814301014,
-0.24813179671764374,
0.027504654601216316,
0.0788402184844017,
-0.02599787339568138,
-0.23171855509281158,
0.28020763397216797,
0.09768512099981308,
-0.15324020385742188,
-0.18206121027469635,
-0.17606958746910095
] |
https://github.com/huggingface/datasets/issues/2083 | `concatenate_datasets` throws error when changing the order of datasets to concatenate | Hi,
this bug is related to `Dataset.{remove_columns, rename_column, flatten}` not propagating the change to the schema metadata when the info features are updated, so this line is the culprit:
```python
common_voice_train = common_voice_train.remove_columns(['client_id', 'up_votes', 'down_votes', 'age', 'gender', 'accent', 'locale', 'segment'])
```
The order is important because the resulting dataset inherits the schema metadata of the first dataset passed to the `concatenate_datasets(...)` function (`pa.concat_tables` [docs](https://arrow.apache.org/docs/python/generated/pyarrow.concat_tables.html)). I'll try to fix this ASAP. | Hey,
I played around with the `concatenate_datasets(...)` function: https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate_datasets#datasets.concatenate_datasets
and noticed that when the order in which the datasets are concatenated changes an error is thrown where it should not IMO.
Here is a google colab to reproduce the error: https://colab.research.google.com/drive/17VTFU4KQ735-waWZJjeOHS6yDTfV5ekK?usp=sharing | 70 | `concatenate_datasets` throws error when changing the order of datasets to concatenate
Hey,
I played around with the `concatenate_datasets(...)` function: https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate_datasets#datasets.concatenate_datasets
and noticed that when the order in which the datasets are concatenated changes an error is thrown where it should not IMO.
Here is a google colab to reproduce the error: https://colab.research.google.com/drive/17VTFU4KQ735-waWZJjeOHS6yDTfV5ekK?usp=sharing
Hi,
this bug is related to `Dataset.{remove_columns, rename_column, flatten}` not propagating the change to the schema metadata when the info features are updated, so this line is the culprit:
```python
common_voice_train = common_voice_train.remove_columns(['client_id', 'up_votes', 'down_votes', 'age', 'gender', 'accent', 'locale', 'segment'])
```
The order is important because the resulting dataset inherits the schema metadata of the first dataset passed to the `concatenate_datasets(...)` function (`pa.concat_tables` [docs](https://arrow.apache.org/docs/python/generated/pyarrow.concat_tables.html)). I'll try to fix this ASAP. | [
-0.07968545705080032,
-0.003557472722604871,
0.04932437837123871,
0.09624506533145905,
0.40014341473579407,
0.2031107246875763,
0.14764630794525146,
0.16858866810798645,
-0.4686336815357208,
0.03903469443321228,
-0.11334352195262909,
0.22358547151088715,
0.1865086704492569,
0.22799575328826904,
-0.15247201919555664,
-0.3764879107475281,
0.18034370243549347,
-0.033542200922966,
-0.03185252845287323,
0.15897297859191895,
-0.3306151032447815,
0.27825191617012024,
-0.4217684268951416,
0.1194002777338028,
-0.2770410478115082,
0.16557592153549194,
-0.2876586616039276,
0.21420073509216309,
-0.13174821436405182,
-0.3083035349845886,
0.22181902825832367,
0.20892497897148132,
0.02682424522936344,
0.4889543950557709,
-0.00010560233204159886,
-0.013124393299221992,
0.13945235311985016,
0.026906467974185944,
-0.26048749685287476,
-0.2272510975599289,
-0.2251272052526474,
-0.10867718607187271,
-0.16232426464557648,
0.037975333631038666,
0.14694450795650482,
-0.1597016453742981,
-0.24297241866588593,
-0.15025407075881958,
0.28379765152931213,
0.2774029076099396,
0.23799251019954681,
0.17553745210170746,
0.2426476627588272,
-0.38647085428237915,
0.11600512266159058,
-0.12717483937740326,
-0.03232850879430771,
0.08276968449354172,
-0.15783517062664032,
-0.21142251789569855,
0.1623142808675766,
0.2935609817504883,
-0.22053970396518707,
-0.3700943887233734,
0.048272475600242615,
0.14493131637573242,
-0.04909943789243698,
-0.13518843054771423,
-0.00034539480111561716,
0.07268839329481125,
0.4189136326313019,
-0.484794557094574,
-0.35306301712989807,
-0.287833571434021,
0.379729688167572,
-0.38484251499176025,
0.23351465165615082,
0.10796814411878586,
0.18085677921772003,
0.1601841151714325,
-0.11174293607473373,
-0.005286513362079859,
0.002911288756877184,
0.0073696584440767765,
-0.054339099675416946,
0.0794907808303833,
0.05774412304162979,
0.01217951811850071,
0.1555248349905014,
-0.3029308021068573,
0.07643024623394012,
-0.11394595354795456,
-0.27232125401496887,
0.11298209428787231,
-0.4819878339767456,
0.0012334338389337063,
0.04312777891755104,
-0.25255557894706726,
0.35934144258499146,
0.13042189180850983,
-0.02170603536069393,
-0.02836953103542328,
-0.09755632281303406,
0.11753179132938385,
0.253303587436676,
0.3586052656173706,
0.0956619530916214,
0.22791780531406403,
0.09096477180719376,
0.22172732651233673,
0.17812788486480713,
0.022759340703487396,
0.1229763925075531,
-0.2932562232017517,
-0.03944210708141327,
0.10174138844013214,
0.30595600605010986,
0.0601077601313591,
-0.1682276576757431,
0.11039230227470398,
-0.1277957260608673,
0.0942964032292366,
0.04538341984152794,
0.17529471218585968,
0.04190165549516678,
0.3478606045246124,
0.29252907633781433,
0.3554244339466095,
0.12511540949344635,
0.013612115755677223,
-0.15901607275009155,
-0.25403013825416565,
-0.10264082252979279,
0.2968025207519531,
-0.0379192978143692,
-0.11697129160165787,
-0.020782988518476486,
0.343949556350708,
0.17241999506950378,
0.12119925022125244,
-0.23695306479930878,
0.016123127192258835,
-0.1319064348936081,
0.22034841775894165,
0.04393528401851654,
-0.007123413495719433,
0.062427446246147156,
-0.0074920509941875935,
-0.14476895332336426,
-0.018963370472192764,
-0.28580179810523987,
-0.5416712164878845,
-0.49751827120780945,
0.24818089604377747,
0.17606523633003235,
-0.08878390491008759,
0.0011426619021221995,
0.21095675230026245,
0.3790780007839203,
-0.214486762881279,
-0.01009164098650217,
-0.13114741444587708,
-0.3337847590446472,
-0.17831303179264069,
-0.030651401728391647,
0.27281254529953003,
-0.07838723808526993,
0.03894757106900215,
0.16702532768249512,
0.02840171754360199,
-0.13531647622585297,
0.4119367003440857,
-0.1325296014547348,
-0.11950347572565079,
-0.16404549777507782,
0.29258474707603455,
0.21482238173484802,
-0.32346057891845703,
-0.19540011882781982,
0.01562703400850296,
-0.13061563670635223,
0.04935070127248764,
0.048812951892614365,
-0.13446396589279175,
-0.19321103394031525,
-0.13464614748954773,
0.3389676511287689,
0.36160168051719666,
0.01733448915183544,
0.053078543394804,
-0.06397812068462372,
-0.07366509735584259,
0.22548380494117737,
-0.15547308325767517,
-0.44541484117507935,
0.20845550298690796,
-0.2820550501346588,
-0.18065093457698822,
0.35972005128860474,
-0.20287378132343292,
-0.024919237941503525,
0.3321022391319275,
0.19029547274112701,
0.10281865298748016,
0.22810916602611542,
0.033032070845365524,
-0.4944085478782654,
0.0692007839679718,
0.07796964049339294,
0.11204972863197327,
-0.2732637822628021,
-0.3051612675189972,
-0.1832832247018814,
-0.026138313114643097,
-0.3229478895664215,
0.10752628743648529,
0.18990099430084229,
0.019083159044384956,
0.10135787725448608,
-0.1390777826309204,
-0.14069221913814545,
0.3601436913013458,
-0.04018840938806534,
0.11331728845834732,
-0.40939339995384216,
0.29463112354278564,
-0.27571040391921997,
-0.005780777893960476,
0.0960211455821991,
0.28505900502204895,
0.1517307162284851,
0.09526081383228302,
-0.2058044821023941,
0.6714096069335938,
-0.22945579886436462,
-0.29817312955856323,
0.012951572425663471,
-0.040991730988025665,
0.006392768584191799,
0.060490820556879044,
-0.1019594669342041,
-0.010720264166593552,
-0.17606480419635773,
-0.05780918151140213,
-0.21049155294895172,
0.3796178102493286,
0.002770976861938834,
0.2878170609474182,
-0.0005501591949723661,
0.1273321509361267,
0.2976997196674347,
0.023618193343281746,
-0.052281465381383896,
-0.31629136204719543,
0.11106714606285095,
0.07204140722751617,
0.10836374014616013,
0.09133296459913254,
-0.5487784743309021,
0.15395987033843994,
0.6155299544334412,
-0.07234930992126465,
-0.02048526145517826,
0.0756000280380249,
-0.04699281230568886,
-0.004391419235616922,
0.024662451818585396,
-0.03429850935935974,
0.5151796936988831,
0.19222398102283478,
-0.14515161514282227,
0.38007062673568726,
-0.14072920382022858,
-0.12366485595703125,
0.1264639049768448,
0.008558318950235844,
0.18795649707317352,
0.37489616870880127,
0.4192982614040375,
0.254535049200058,
-0.2852300703525543,
-0.21110717952251434,
0.002057160483673215,
0.012081444263458252,
-0.2482444792985916,
0.06619679182767868,
-0.29892250895500183,
-0.14732445776462555,
-0.21434390544891357,
-0.4559224545955658,
-0.5343993306159973,
-0.36468011140823364,
0.163723424077034,
0.09510055929422379,
-0.23067331314086914,
0.32091259956359863,
-0.07332141697406769,
0.012633657082915306,
0.3799384534358978,
-0.08079086989164352,
-0.20833690464496613,
-0.0304464939981699,
0.022590596228837967,
-0.0015236574690788984,
0.09681018441915512,
-0.13794536888599396,
0.006293608341366053,
-0.08259586244821548,
-0.020582102239131927,
-0.27170485258102417,
-0.26214778423309326,
0.025196488946676254,
-0.37972623109817505,
-0.07118749618530273,
0.20133009552955627,
-0.045154135674238205,
0.11325590312480927,
-0.4360526204109192,
0.43034628033638,
0.15720662474632263,
-0.21472008526325226,
0.6075906157493591,
0.16842831671237946,
-0.1878272294998169,
-0.15362663567066193,
-0.4074482321739197,
-0.12938292324543,
-0.4146421551704407,
0.22669366002082825,
-0.20330406725406647,
-0.004157682880759239,
0.5315071940422058,
0.1389884501695633,
-0.251395583152771,
-0.16627155244350433,
0.19821614027023315,
-0.3319249451160431,
-0.22686196863651276,
0.11820519715547562,
-0.23562437295913696,
-0.3592352569103241,
-0.07965894788503647,
0.13989494740962982,
0.09865625947713852,
0.06354774534702301,
-0.13726404309272766,
-0.13028530776500702,
-0.10490307956933975,
0.28730475902557373,
-0.309877872467041,
0.07583766430616379,
0.372999906539917,
0.3206864595413208,
-0.11611994355916977,
-0.12791498005390167,
-0.1826053261756897,
-0.00585337495431304,
0.24480657279491425,
0.2611474096775055,
-0.18072687089443207,
0.31004345417022705,
-0.01882075145840645,
0.34918054938316345,
0.22836095094680786,
-0.005737753584980965,
0.14287452399730682,
0.04097317159175873,
0.3439372181892395,
-0.2610260248184204,
-0.3031938970088959,
-0.15330003201961517,
-0.24642010033130646,
0.2255493849515915,
0.1236189678311348,
0.004114555194973946,
0.1353752613067627,
-0.04199080541729927,
0.33452945947647095,
0.0660422220826149,
-0.226821169257164,
-0.008291734382510185,
-0.11548469215631485,
0.2774188220500946,
0.18539433181285858,
-0.04681272804737091,
-0.21135535836219788,
-0.002703840844333172,
0.09342709928750992,
0.14897190034389496,
-0.16697068512439728,
-0.13121463358402252,
-0.4330023229122162,
-0.18077826499938965,
-0.37807896733283997,
0.36074838042259216,
0.1474868804216385,
0.31973472237586975,
0.10556333512067795,
-0.1144770160317421,
-0.11437179148197174,
0.05730506032705307,
0.501608669757843,
-0.07276257127523422,
-0.4048737585544586,
0.46557241678237915,
0.1853969693183899,
-0.22893746197223663,
-0.3301277160644531,
-0.1556292623281479,
0.19200171530246735,
0.09926149994134903,
0.3979490399360657,
-0.3422980010509491,
-0.16603714227676392,
0.35652950406074524,
0.213669091463089,
0.11099042743444443,
-0.09127577394247055,
-0.36423933506011963,
-0.2468782663345337,
-0.30641674995422363,
-0.11257688701152802,
-0.056544434279203415,
0.4393939971923828,
-0.4744165539741516,
0.1360107660293579,
0.2629763185977936,
-0.2029896080493927,
-0.13025560975074768,
-0.09407493472099304,
0.2705754041671753,
0.006704974453896284,
0.1725478619337082,
0.05015314742922783,
0.22901830077171326,
0.31156179308891296,
0.5891237258911133,
0.05688798055052757,
-0.7131996154785156,
-0.14939773082733154,
0.09476425498723984,
0.11799327284097672,
0.17173801362514496,
-0.08632071316242218,
0.33973491191864014,
0.019844388589262962,
0.19312620162963867,
0.06509288400411606,
-0.14335955679416656,
0.6809388399124146,
-0.07629214227199554,
-0.6452265977859497,
-0.314309298992157,
0.5154020190238953,
0.20800594985485077,
0.012078086845576763,
0.1749999076128006,
0.03679368644952774,
-0.2994351089000702,
0.28758367896080017,
-0.18846499919891357,
0.8607549071311951,
0.04813453555107117,
0.30775997042655945,
0.36959511041641235,
0.09365464001893997,
0.30315378308296204,
-0.06616724282503128,
0.39821475744247437,
-0.37540531158447266,
-0.25330713391304016,
-0.004233884625136852,
-0.10321304202079773,
0.03570548817515373,
-0.07052237540483475,
-0.5698781609535217,
0.14377285540103912,
-0.39963024854660034,
0.19864371418952942,
-0.1967107653617859,
0.13993579149246216,
-0.27988606691360474,
-0.17388896644115448,
-0.5225827693939209,
0.15423083305358887,
0.22646771371364594,
-0.12105230987071991,
-0.08645710349082947,
-0.05205230414867401,
-0.07783202826976776,
-0.27027440071105957,
-0.20367702841758728,
0.3030853867530823,
-0.2647882103919983,
0.314185231924057,
0.16325324773788452,
-0.12286040186882019,
0.09961124509572983,
0.0565374530851841,
0.234085813164711,
-0.06486757099628448,
-0.11231350153684616,
0.026038378477096558,
0.13056325912475586,
0.06373142451047897,
-0.04091494157910347,
-0.1266128569841385,
0.3307848870754242,
0.17180567979812622,
-0.26440706849098206,
0.06152011454105377,
0.10782597959041595,
-0.2041437327861786,
-0.3926243185997009,
-0.012263506650924683,
-0.02158726006746292,
-0.49648937582969666,
0.19053679704666138,
0.15424373745918274,
0.19226698577404022,
-0.2586192190647125,
0.17301248013973236,
0.09895233064889908,
-0.18779440224170685,
0.047172848135232925,
-0.1320604383945465,
-0.17403708398342133,
-0.008201844058930874,
0.35967132449150085,
-0.01742561161518097,
0.040256720036268234,
0.40469568967819214,
0.1664831042289734,
-0.09422159194946289,
-0.06203945726156235,
-0.02623685635626316,
-0.0034962506033480167,
-0.2976418137550354,
0.12443139404058456,
0.08955734968185425,
0.00007907863619038835,
0.06005514785647392,
0.41029179096221924,
0.010928172618150711,
-0.09744936972856522,
0.014266680926084518,
-0.06839092820882797,
-0.20662334561347961,
0.21391300857067108,
0.19531011581420898,
0.06679033488035202,
-0.08407241106033325,
0.44121628999710083,
-0.03676287829875946,
0.011687977239489555,
-0.35772237181663513,
-0.06982485204935074,
-0.16937536001205444,
0.2305312156677246,
0.13667960464954376,
-0.1088695377111435,
-0.019326185807585716,
-0.06540556252002716,
0.19003933668136597,
0.14874763786792755,
-0.060644470155239105,
-0.24065352976322174,
-0.07593310624361038,
0.07289198786020279,
0.29582616686820984,
-0.005034998990595341,
-0.002541977446526289,
-0.10384610295295715,
-0.13902516663074493,
-0.25077468156814575,
0.05855611711740494,
0.21111184358596802,
-0.026470307260751724,
-0.011415489949285984,
-0.015109451487660408,
0.11827949434518814,
0.3251683712005615,
0.10957380384206772,
0.07569215446710587,
-0.16584526002407074,
-0.17626571655273438,
0.2312304824590683,
-0.4591180086135864,
-0.025122305378317833,
0.044967811554670334,
0.2719658315181732,
0.1442510187625885,
0.05050085857510567,
0.09814982861280441,
-0.43056419491767883,
-0.11012610793113708,
-0.03072660230100155,
0.5766243934631348,
0.45992809534072876,
-0.2510533928871155,
-0.09479118138551712,
0.19125337898731232,
0.258390873670578,
-0.4333083927631378,
-0.29713165760040283,
0.11464828252792358,
-0.00931458082050085,
-0.07562889158725739,
-0.10084627568721771,
0.1585254669189453,
0.03542027994990349,
-0.002257363637909293,
0.14718851447105408,
0.16259218752384186,
0.003957523964345455,
0.3635788559913635,
0.3141830861568451,
0.08729247748851776,
0.1776057481765747,
0.37674885988235474,
0.18457618355751038,
0.25600969791412354,
0.27907857298851013,
0.007341552991420031,
0.1740577518939972,
0.17205841839313507,
-0.2379535287618637,
0.22013767063617706,
-0.33798763155937195,
-0.10553271323442459,
0.028396274894475937,
-0.016760461032390594,
-0.07023224979639053,
-0.051505912095308304,
0.5235230922698975,
-0.3884119987487793,
-0.27739807963371277,
-0.1429593712091446,
0.3619551658630371,
-0.07249609380960464,
-0.07346974313259125,
0.10429191589355469,
0.050195612013339996,
-0.10112312436103821,
-0.19044677913188934,
0.05807912349700928,
-0.06879983097314835,
0.6510471105575562,
-0.1681026965379715,
-0.0054694958962500095,
-0.5817866325378418,
0.1904338151216507,
0.27635273337364197,
0.21394482254981995,
-0.15543919801712036,
0.0498785637319088,
0.2739633619785309,
-0.16570378839969635,
0.33474960923194885,
0.23086971044540405,
0.6353486180305481,
0.2914365530014038,
0.020343808457255363,
0.046966757625341415,
-0.19692127406597137,
0.07244817167520523,
0.2094469517469406,
0.15267176926136017,
0.12008904665708542,
-0.2670750021934509,
0.22941792011260986,
0.13594438135623932,
-0.13427391648292542,
-0.09999482333660126,
0.2606728971004486,
0.3138768672943115,
-0.3910782039165497,
0.17737416923046112,
-0.26878854632377625,
-0.2664051949977875,
-0.09359098225831985,
0.1029701679944992,
-0.218230202794075,
0.0894598662853241,
0.5371326804161072,
0.3144434690475464,
0.1687239557504654,
-0.14769624173641205,
0.15682852268218994,
0.3726184666156769,
0.3128845989704132,
0.5908774733543396,
0.022830083966255188,
-0.1525830775499344,
-0.19915802776813507,
-0.4441832900047302,
0.10175898671150208,
0.06367450952529907,
0.23989377915859222,
-0.00851520523428917,
0.08075674623250961,
-0.01712268777191639,
-0.027106815949082375,
0.1293003112077713,
-0.1434696614742279,
-0.1768602430820465,
-0.03666938468813896,
-0.4124814569950104,
-0.1587410420179367,
0.038061562925577164,
-0.20006883144378662,
0.10361859202384949,
-0.24335502088069916,
0.06442993879318237,
0.09861048310995102,
0.07846423983573914,
-0.1197606697678566,
0.18939445912837982,
0.11057973653078079,
-0.042183998972177505,
0.21632589399814606,
0.22801895439624786,
0.2743910253047943,
-0.029495419934391975,
-0.11765434592962265,
-0.2608790993690491,
-0.6040967702865601,
-0.4140900671482086,
0.1496851146221161,
-0.09739196300506592,
0.09836868196725845,
-0.06598466634750366,
-0.06658031791448593,
-0.16396993398666382,
0.15444447100162506,
0.15156932175159454,
-0.12185374647378922,
-0.49286824464797974,
0.2210884541273117,
0.08522671461105347,
0.0022883163765072823,
-0.11374276876449585,
0.20069444179534912,
0.019055936485528946,
0.5071309804916382,
-0.2035803198814392,
-0.6065549254417419,
0.6595965027809143,
-0.06834660470485687,
-0.3848763108253479,
-0.033086519688367844,
0.09767771512269974,
0.08023165911436081,
-0.1977587640285492,
-0.5424660444259644,
0.05946715548634529,
0.16862867772579193,
0.0395239032804966,
-0.27724772691726685,
0.20074978470802307,
-0.08647707104682922,
-0.049129582941532135,
-0.1112499088048935,
0.3544621169567108,
0.06072688475251198,
-0.44138988852500916,
0.2329770028591156,
-0.10567054152488708
] |
https://github.com/huggingface/datasets/issues/2080 | Multidimensional arrays in a Dataset | Hi !
This is actually supported ! but not yet in `from_pandas`.
You can use `from_dict` for now instead:
```python
from datasets import Dataset, Array2D, Features, Value
import pandas as pd
import numpy as np
dataset = {
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
}
dataset = Dataset.from_dict(dataset)
```
This will work but to use it with the torch formatter you must specify the `Array2D` feature type in order to tell the shape:
```python
from datasets import Dataset, Array2D, Features, Value
import pandas as pd
import numpy as np
dataset = {
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
}
dataset = Dataset.from_dict(dataset, features=Features({
"bbox": Array2D(shape=(3, 4), dtype="int64"),
"input_ids": Value("int64")
}))
dataset.set_format("torch")
print(dataset[0]['bbox'])
# tensor([[1, 2, 3, 4],
# [1, 2, 3, 4],
# [1, 2, 3, 4]])
```
If you don't specify the `Array2D` feature type, then the inferred type will be Sequence(Sequence(Value("int64"))) and therefore the torch formatter will return list of tensors | Hi,
I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row.
The following code results in conversion error in pyarrow (`pyarrow.lib.ArrowInvalid: ('Can only convert 1-dimensional array values', 'Conversion failed for column bbox with type object')`)
```
from datasets import Dataset
import pandas as pd
import numpy as np
dataset = pd.DataFrame({
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
```
Since I wanted to use pytorch for the downstream training task, I also tried a few ways to directly put in a column of 2-D pytorch tensor in a formatted dataset, but I can only have a list of 1-D tensors, or a list of arrays, or a list of lists.
```
import torch
from datasets import Dataset
import pandas as pd
dataset = pd.DataFrame({
'bbox': [
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]]
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
def test(examples):
return {'bbbox': torch.Tensor(examples['bbox'])}
dataset = dataset.map(test)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
dataset.set_format(type='torch', columns=['input_ids', 'bbox'], output_all_columns=True)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
def test2(examples):
return {'bbbox': torch.stack(examples['bbox'])}
dataset = dataset.map(test2)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
```
Is is possible to support n-D arrays/tensors in datasets?
It seems that it can also be useful for this [feature request](https://github.com/huggingface/datasets/issues/263). | 165 | Multidimensional arrays in a Dataset
Hi,
I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row.
The following code results in conversion error in pyarrow (`pyarrow.lib.ArrowInvalid: ('Can only convert 1-dimensional array values', 'Conversion failed for column bbox with type object')`)
```
from datasets import Dataset
import pandas as pd
import numpy as np
dataset = pd.DataFrame({
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
```
Since I wanted to use pytorch for the downstream training task, I also tried a few ways to directly put in a column of 2-D pytorch tensor in a formatted dataset, but I can only have a list of 1-D tensors, or a list of arrays, or a list of lists.
```
import torch
from datasets import Dataset
import pandas as pd
dataset = pd.DataFrame({
'bbox': [
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]]
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
def test(examples):
return {'bbbox': torch.Tensor(examples['bbox'])}
dataset = dataset.map(test)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
dataset.set_format(type='torch', columns=['input_ids', 'bbox'], output_all_columns=True)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
def test2(examples):
return {'bbbox': torch.stack(examples['bbox'])}
dataset = dataset.map(test2)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
```
Is is possible to support n-D arrays/tensors in datasets?
It seems that it can also be useful for this [feature request](https://github.com/huggingface/datasets/issues/263).
Hi !
This is actually supported ! but not yet in `from_pandas`.
You can use `from_dict` for now instead:
```python
from datasets import Dataset, Array2D, Features, Value
import pandas as pd
import numpy as np
dataset = {
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
}
dataset = Dataset.from_dict(dataset)
```
This will work but to use it with the torch formatter you must specify the `Array2D` feature type in order to tell the shape:
```python
from datasets import Dataset, Array2D, Features, Value
import pandas as pd
import numpy as np
dataset = {
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
}
dataset = Dataset.from_dict(dataset, features=Features({
"bbox": Array2D(shape=(3, 4), dtype="int64"),
"input_ids": Value("int64")
}))
dataset.set_format("torch")
print(dataset[0]['bbox'])
# tensor([[1, 2, 3, 4],
# [1, 2, 3, 4],
# [1, 2, 3, 4]])
```
If you don't specify the `Array2D` feature type, then the inferred type will be Sequence(Sequence(Value("int64"))) and therefore the torch formatter will return list of tensors | [
0.014902155846357346,
-0.25679439306259155,
-0.0799354612827301,
0.19153161346912384,
0.44957083463668823,
0.05492754280567169,
0.8991118669509888,
0.10109470039606094,
0.18042439222335815,
0.06783009320497513,
-0.11097673326730728,
0.3204250633716583,
-0.2819293737411499,
0.05221123993396759,
0.17841145396232605,
-0.4505749046802521,
0.16311462223529816,
0.29403749108314514,
-0.3680662214756012,
0.0973285362124443,
-0.056551091372966766,
-0.05634675920009613,
-0.24561414122581482,
-0.04192223772406578,
-0.3301549255847931,
-0.20088377594947815,
-0.14763671159744263,
-0.16403652727603912,
-0.06387624144554138,
-0.1978779137134552,
0.24091649055480957,
-0.1706254780292511,
0.27006053924560547,
0.2606250047683716,
-0.00011955085938097909,
0.22679896652698517,
0.02477404475212097,
-0.12928344309329987,
-0.03596804291009903,
-0.0393490307033062,
0.272514671087265,
-0.64806067943573,
-0.08060123771429062,
-0.4324749708175659,
0.008071945048868656,
-0.4712083637714386,
-0.2638435661792755,
-0.500558078289032,
0.051390066742897034,
0.39283227920532227,
0.11419644951820374,
0.33147749304771423,
0.23635666072368622,
0.15799815952777863,
0.14627684652805328,
0.013280767016112804,
-0.17060138285160065,
-0.20054514706134796,
0.23939752578735352,
-0.20722602307796478,
0.030029144138097763,
0.09321023523807526,
-0.27981969714164734,
0.16612081229686737,
0.26813939213752747,
0.20493561029434204,
0.00580137874931097,
0.061136554926633835,
-0.03135758265852928,
0.12784378230571747,
0.42765915393829346,
-0.39807313680648804,
-0.3639860451221466,
-0.27933430671691895,
0.06869310885667801,
-0.11977454274892807,
-0.10953006893396378,
0.32589593529701233,
-0.1265999674797058,
0.09108078479766846,
-0.40610674023628235,
0.14080019295215607,
-0.3182466924190521,
0.334332674741745,
-0.4043465256690979,
0.22821924090385437,
0.13378793001174927,
0.1612997055053711,
0.039600033313035965,
-0.13248708844184875,
0.7339076995849609,
-0.024670710787177086,
0.387837678194046,
0.07807231694459915,
-0.30604952573776245,
-0.029210390523076057,
-0.19112050533294678,
-0.5545958280563354,
-0.03882395476102829,
-0.46041157841682434,
0.3082384169101715,
0.16633038222789764,
0.10438840836286545,
0.19769223034381866,
0.035352904349565506,
0.2383282482624054,
-0.43630722165107727,
0.4121212065219879,
-0.06724753230810165,
-0.23684941232204437,
0.4810279607772827,
0.09924796968698502,
-0.1561654508113861,
-0.15026509761810303,
0.14556212723255157,
0.006173980887979269,
-0.0272422693669796,
0.3684127628803253,
-0.22278794646263123,
0.007069413550198078,
-0.5160885453224182,
-0.008648649789392948,
0.036363013088703156,
0.1473616659641266,
0.1086723580956459,
0.39572304487228394,
0.041668232530355453,
0.3720444440841675,
0.16625119745731354,
-0.11952628195285797,
-0.07113958150148392,
0.32249972224235535,
-0.3391716480255127,
-0.031656451523303986,
0.16391998529434204,
0.5651170611381531,
-0.09719125181436539,
0.02049124799668789,
0.20878085494041443,
-0.07643237709999084,
0.028902871534228325,
-0.08741705864667892,
0.2978043258190155,
0.2908812165260315,
-0.1416597217321396,
-0.04868096113204956,
0.041273027658462524,
0.24161255359649658,
-0.013037928380072117,
0.43922513723373413,
-0.07118484377861023,
-0.047187674790620804,
-0.36366817355155945,
-0.03748779371380806,
-0.09458933025598526,
-0.0264148972928524,
-0.19601650536060333,
0.1866912990808487,
0.49516135454177856,
-0.028208989650011063,
0.10754643380641937,
-0.508432149887085,
0.08893067389726639,
-0.20724475383758545,
0.1400894969701767,
-0.3502912223339081,
-0.39059555530548096,
0.20100274682044983,
0.2407010793685913,
0.3463239073753357,
0.09755916893482208,
0.2834508717060089,
-0.34494805335998535,
0.054057810455560684,
0.03290058672428131,
0.24733422696590424,
0.33876800537109375,
-0.04200082644820213,
-0.0871172845363617,
-0.1622389554977417,
-0.017325006425380707,
-0.0007173288613557816,
0.11120042204856873,
0.31683921813964844,
0.13972017168998718,
0.1958101987838745,
0.18611913919448853,
0.19720961153507233,
-0.038966692984104156,
0.3523801267147064,
-0.09162947535514832,
-0.21544699370861053,
0.4633564352989197,
0.2579580545425415,
0.3060804605484009,
-0.15489670634269714,
0.017665987834334373,
0.056327879428863525,
0.09404351562261581,
-0.5431796312332153,
0.19490429759025574,
0.34915444254875183,
-0.018713615834712982,
-0.09863396733999252,
0.0564412921667099,
-0.4492577016353607,
-0.710192084312439,
0.1608666032552719,
0.048302408307790756,
0.10653216391801834,
-0.18375633656978607,
-0.06632495671510696,
-0.10793887823820114,
0.1118316575884819,
0.07206984609365463,
0.11789756268262863,
0.04174971580505371,
0.03523317351937294,
-0.07352343201637268,
-0.3971257209777832,
-0.20474500954151154,
0.07765262573957443,
0.33751505613327026,
-0.08291816711425781,
-0.3645124137401581,
0.5928971767425537,
-0.10395250469446182,
-0.2862938642501831,
0.01013481616973877,
0.44628944993019104,
0.06118030101060867,
-0.0496978685259819,
0.19775883853435516,
0.22742418944835663,
0.12309281527996063,
-0.38323578238487244,
-0.41602379083633423,
0.472738653421402,
0.2562883496284485,
-0.2721802890300751,
0.20368120074272156,
0.05114274471998215,
0.015731733292341232,
-0.008493845351040363,
-0.3207268714904785,
0.5687912106513977,
-0.0014346056850627065,
-0.02610831707715988,
-0.27262794971466064,
0.1914387345314026,
0.08335427194833755,
0.09092951565980911,
-0.11715994030237198,
-0.06775827705860138,
-0.23000368475914001,
-0.2115735113620758,
0.0922158882021904,
-0.004559398628771305,
-0.3897835612297058,
0.05587243661284447,
0.26775482296943665,
-0.18925151228904724,
0.2653501629829407,
-0.1347503513097763,
-0.03758469223976135,
0.015086979605257511,
0.17935864627361298,
-0.037152715027332306,
0.1663658618927002,
0.20581144094467163,
0.1150866150856018,
-0.12482011318206787,
-0.4518623650074005,
-0.1397285759449005,
0.051730524748563766,
-0.10792025178670883,
0.1812422275543213,
0.051861777901649475,
0.2955332100391388,
-0.16763581335544586,
-0.06370274722576141,
0.09142830967903137,
0.3197636604309082,
0.22884471714496613,
-0.4060828983783722,
0.16245895624160767,
-0.3874131739139557,
-0.06646580249071121,
-0.23047712445259094,
-0.2601812779903412,
0.004972494672983885,
0.08687712997198105,
-0.0880192369222641,
0.23420307040214539,
0.08120493590831757,
0.16895784437656403,
0.027766630053520203,
-0.04499988630414009,
0.2548811733722687,
-0.2477962225675583,
-0.062487997114658356,
-0.13135354220867157,
-0.06415922939777374,
-0.0014590660575777292,
0.10308664292097092,
0.14193183183670044,
0.1337924748659134,
0.4435393512248993,
-0.05716187134385109,
-0.4592994153499603,
-0.03475061431527138,
-0.1463272124528885,
-0.20358988642692566,
-0.16977649927139282,
0.09047944098711014,
0.01060553453862667,
-0.11258598417043686,
-0.04037967324256897,
0.30961155891418457,
0.29277974367141724,
0.03552181273698807,
0.37895816564559937,
0.2087777853012085,
-0.11533569544553757,
-0.12740205228328705,
-0.13282673060894012,
-0.1498313695192337,
-0.2656077742576599,
0.021258624270558357,
-0.3921458423137665,
0.10539346933364868,
-0.2647842764854431,
0.37871187925338745,
0.19258807599544525,
0.15870307385921478,
-0.25939908623695374,
0.0740581527352333,
0.34466812014579773,
0.6661350131034851,
-0.03519493341445923,
-0.39073848724365234,
-0.38483622670173645,
-0.16445830464363098,
0.05854463949799538,
0.7011178731918335,
-0.2124485969543457,
-0.23206230998039246,
-0.1337759643793106,
-0.06269311159849167,
-0.1328706443309784,
-0.0599338635802269,
0.6345386505126953,
0.08619901537895203,
0.0013021798804402351,
-0.09038762003183365,
-0.16631637513637543,
0.06630347669124603,
0.1509486883878708,
0.09398090839385986,
-0.0813990905880928,
0.34351474046707153,
0.27535536885261536,
0.30177444219589233,
0.023156696930527687,
-0.20257999002933502,
0.2516394257545471,
-0.19077302515506744,
0.1549074649810791,
-0.029443157836794853,
-0.2573096752166748,
-0.07659037411212921,
-0.3783548176288605,
-0.16270864009857178,
-0.08777835220098495,
-0.21942217648029327,
-0.5588400959968567,
-0.013495409861207008,
0.35416656732559204,
-0.11286084353923798,
-0.062054652720689774,
0.498828649520874,
-0.3866081237792969,
0.3288062810897827,
-0.0005441138055175543,
0.0491640605032444,
-0.3488152325153351,
-0.16227078437805176,
-0.18839649856090546,
-0.32643502950668335,
-0.13179314136505127,
0.02074015699326992,
-0.536171019077301,
-0.26963573694229126,
0.18088293075561523,
0.12617817521095276,
0.37672147154808044,
0.7153759002685547,
0.11382589489221573,
0.040026575326919556,
0.21624331176280975,
-0.02953602559864521,
0.5638818144798279,
-0.07000695914030075,
-0.30266112089157104,
0.3299584686756134,
0.05557107925415039,
-0.5217561721801758,
-0.2325490415096283,
-0.35630106925964355,
-0.14398150146007538,
-0.09719622880220413,
0.4788837134838104,
-0.30853453278541565,
-0.2306002974510193,
0.19100652635097504,
0.18537399172782898,
-0.10179740190505981,
-0.07346080988645554,
-0.24735930562019348,
-0.252790242433548,
-0.18897686898708344,
-0.14286808669567108,
0.4407944977283478,
0.31979456543922424,
0.2110813409090042,
-0.22339381277561188,
-0.10558081418275833,
-0.3295324742794037,
0.0886835977435112,
-0.03684082627296448,
0.08961206674575806,
0.13585218787193298,
-0.12473443150520325,
0.17267243564128876,
0.22215937077999115,
0.4825526475906372,
0.09615302085876465,
-0.11076797544956207,
-0.01355920173227787,
0.17098918557167053,
-0.12790840864181519,
0.3795844614505768,
0.15185967087745667,
-0.10878050327301025,
-0.25797122716903687,
-0.08833203464746475,
0.0015152239939197898,
-0.1207929328083992,
-0.02972986549139023,
0.2756114900112152,
-0.0356956422328949,
-0.20736229419708252,
-0.2779885530471802,
0.2343326061964035,
-0.02547532692551613,
0.11399871110916138,
0.1716228574514389,
0.2811611294746399,
-0.16812284290790558,
0.2883463501930237,
0.33342283964157104,
0.677401602268219,
-0.5055258870124817,
0.39201605319976807,
0.47073614597320557,
-0.11079483479261398,
0.20893138647079468,
-0.13665899634361267,
0.3178485333919525,
-0.2395370602607727,
0.019929034635424614,
-0.20896054804325104,
-0.1850181370973587,
0.20928546786308289,
0.4186437427997589,
-0.02760281227529049,
0.08130989223718643,
0.048531945794820786,
0.21094772219657898,
0.19195780158042908,
-0.08710664510726929,
0.12907424569129944,
-0.24501127004623413,
-0.07336921989917755,
0.07221532613039017,
-0.19499006867408752,
-0.32415568828582764,
-0.012673943303525448,
-0.20417174696922302,
-0.3422338664531708,
-0.020346416160464287,
-0.3445936143398285,
-0.129694402217865,
-0.3006144165992737,
0.4228591322898865,
0.1384604573249817,
-0.4948458969593048,
0.04870517924427986,
0.5728100538253784,
0.025615625083446503,
-0.3815951645374298,
-0.14501576125621796,
-0.37386709451675415,
-0.23494848608970642,
-0.2208290696144104,
-0.04883122816681862,
-0.25580132007598877,
0.3040536940097809,
0.015650687739253044,
-0.07397375255823135,
0.16438470780849457,
-0.03041650913655758,
-0.39627209305763245,
-0.010893553495407104,
0.25030502676963806,
0.09720771759748459,
-0.24616380035877228,
-0.025374500080943108,
-0.1884802281856537,
0.1446114033460617,
-0.05003000423312187,
0.06043195724487305,
-0.09656750410795212,
-0.03861943259835243,
0.2899438142776489,
-0.046020690351724625,
0.07748600840568542,
0.12573635578155518,
0.22394269704818726,
0.11798153072595596,
-0.30310946702957153,
0.1812613606452942,
0.10924927890300751,
-0.3035005033016205,
-0.15382495522499084,
0.20045553147792816,
0.5446792840957642,
-0.06635136902332306,
0.023445749655365944,
-0.3518611490726471,
-0.30311235785484314,
-0.06839563697576523,
0.14840739965438843,
0.3131946921348572,
0.1276940107345581,
-0.1933959275484085,
-0.20293712615966797,
-0.26349225640296936,
0.42870381474494934,
0.3794882893562317,
0.27472972869873047,
-0.03510371223092079,
0.2906454801559448,
-0.15980756282806396,
0.005198909435421228,
-0.2314177304506302,
-0.025940706953406334,
-0.09794890135526657,
0.27712151408195496,
-0.021553469821810722,
-0.3222760260105133,
-0.10669911652803421,
-0.10972398519515991,
0.08155214786529541,
-0.08753562718629837,
-0.11624906212091446,
-0.11119334399700165,
0.07811630517244339,
0.11954148858785629,
0.11838345229625702,
-0.003928736783564091,
0.025731071829795837,
-0.471492201089859,
-0.3264598846435547,
-0.2363395243883133,
0.008007903583347797,
0.4533225893974304,
-0.004155344795435667,
0.16547323763370514,
0.29987832903862,
0.11579367518424988,
-0.07617517560720444,
-0.16882948577404022,
-0.1501288264989853,
-0.1383606642484665,
0.005039115436375141,
0.2183290421962738,
0.24846476316452026,
0.006620389875024557,
-0.2967948913574219,
0.1318216323852539,
0.07041002810001373,
-0.07402785867452621,
0.3137464225292206,
-0.30498063564300537,
-0.052750345319509506,
-0.14536330103874207,
0.4793775975704193,
-0.05444391816854477,
-0.3318729102611542,
0.04266959801316261,
0.15170352160930634,
0.08787303417921066,
-0.21297767758369446,
-0.3487562835216522,
0.1269569844007492,
0.034896593540906906,
0.14103583991527557,
0.5094712972640991,
0.36713212728500366,
0.19690442085266113,
0.12617585062980652,
-0.12476055324077606,
0.3551174998283386,
-0.1337391585111618,
-0.13591699302196503,
0.33050763607025146,
-0.047736454755067825,
-0.015956291928887367,
0.24967288970947266,
0.0032822664361447096,
0.2069060504436493,
0.5683193206787109,
-0.04712885990738869,
0.29421311616897583,
0.40078309178352356,
0.10459057241678238,
-0.17343133687973022,
0.1579916775226593,
-0.09683080017566681,
-0.09427332133054733,
0.23897364735603333,
-0.14454583823680878,
-0.14823897182941437,
0.20992456376552582,
-0.12586039304733276,
-0.02039784938097,
-0.11069334298372269,
0.09893964231014252,
-0.2336273491382599,
0.14432862401008606,
0.026103835552930832,
0.054361920803785324,
-0.09923375397920609,
-0.18718908727169037,
-0.09873264282941818,
-0.07736236602067947,
0.3327876627445221,
-0.006064813118427992,
0.1644572913646698,
0.010361635126173496,
0.17952434718608856,
0.4635998010635376,
0.03438080474734306,
-0.18017102777957916,
0.2851696014404297,
0.3174894154071808,
-0.16269013285636902,
-0.06692696362733841,
0.02859550155699253,
0.2932969927787781,
0.2905934453010559,
0.005514486692845821,
0.01784726046025753,
-0.15862159430980682,
-0.18521662056446075,
-0.07138007879257202,
0.042284104973077774,
0.039219003170728683,
0.2712651491165161,
0.2794288396835327,
0.028664574027061462,
-0.06538178026676178,
0.17845354974269867,
-0.023588184267282486,
0.0513591431081295,
-0.14327488839626312,
0.29609420895576477,
-0.1465901881456375,
-0.5235888361930847,
0.18668478727340698,
-0.3249722123146057,
-0.34807488322257996,
0.02969404309988022,
0.3392665684223175,
-0.08028200268745422,
0.2214089035987854,
0.2769951820373535,
0.020387370139360428,
0.14600203931331635,
0.47590744495391846,
0.09761156141757965,
0.35612159967422485,
-0.07670047879219055,
-0.0689726322889328,
-0.5012392401695251,
0.13981741666793823,
-0.41399726271629333,
0.04084352031350136,
0.2894043028354645,
0.17247064411640167,
0.32250744104385376,
0.28956338763237,
0.03762273117899895,
0.14038905501365662,
-0.09687459468841553,
0.3843565881252289,
-0.2270292341709137,
-0.06456886976957321,
0.19505228102207184,
0.21187707781791687,
0.10901656001806259,
-0.2388571798801422,
0.3231710195541382,
0.2930501401424408,
0.020549193024635315,
-0.26032009720802307,
0.3992154896259308,
-0.1971801519393921,
0.30748268961906433,
-0.07281242311000824,
-0.13892370462417603,
0.51941978931427,
0.22934652864933014,
0.22140341997146606,
-0.1439768522977829,
0.030003590509295464,
-0.09081239253282547,
0.32113680243492126,
0.14612863957881927,
0.49421170353889465,
-0.4318767786026001,
-0.21084237098693848,
-0.05426943302154541,
0.1428690105676651,
0.02464018203318119,
-0.042527589946985245,
-0.18933884799480438,
0.25848785042762756,
-0.22036151587963104,
-0.01482323743402958,
0.057934317737817764,
0.033744268119335175,
0.07941155880689621,
0.21956655383110046,
-0.2821284532546997,
-0.41873881220817566,
0.423539936542511,
-0.16833922266960144,
-0.5067200660705566,
0.1799820512533188,
-0.2447521835565567,
0.15599587559700012,
0.1381160169839859,
-0.567466139793396,
-0.14944115281105042,
0.21183563768863678,
-0.15828615427017212,
-0.2038370966911316,
-0.037570610642433167,
-0.005843205377459526,
-0.16729223728179932,
-0.14893333613872528,
0.35477814078330994,
-0.10515399277210236,
-0.16717523336410522,
-0.4202933609485626,
-0.32545116543769836
] |
https://github.com/huggingface/datasets/issues/2080 | Multidimensional arrays in a Dataset | Thanks for the explanation.
With my original DataFrame, I did
```
dataset = dataset.to_dict("list")
```
and then the rest of the transformation from dictionary works just fine. | Hi,
I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row.
The following code results in conversion error in pyarrow (`pyarrow.lib.ArrowInvalid: ('Can only convert 1-dimensional array values', 'Conversion failed for column bbox with type object')`)
```
from datasets import Dataset
import pandas as pd
import numpy as np
dataset = pd.DataFrame({
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
```
Since I wanted to use pytorch for the downstream training task, I also tried a few ways to directly put in a column of 2-D pytorch tensor in a formatted dataset, but I can only have a list of 1-D tensors, or a list of arrays, or a list of lists.
```
import torch
from datasets import Dataset
import pandas as pd
dataset = pd.DataFrame({
'bbox': [
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]]
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
def test(examples):
return {'bbbox': torch.Tensor(examples['bbox'])}
dataset = dataset.map(test)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
dataset.set_format(type='torch', columns=['input_ids', 'bbox'], output_all_columns=True)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
def test2(examples):
return {'bbbox': torch.stack(examples['bbox'])}
dataset = dataset.map(test2)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
```
Is is possible to support n-D arrays/tensors in datasets?
It seems that it can also be useful for this [feature request](https://github.com/huggingface/datasets/issues/263). | 27 | Multidimensional arrays in a Dataset
Hi,
I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row.
The following code results in conversion error in pyarrow (`pyarrow.lib.ArrowInvalid: ('Can only convert 1-dimensional array values', 'Conversion failed for column bbox with type object')`)
```
from datasets import Dataset
import pandas as pd
import numpy as np
dataset = pd.DataFrame({
'bbox': [
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]]),
np.array([[1,2,3,4],[1,2,3,4],[1,2,3,4]])
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
```
Since I wanted to use pytorch for the downstream training task, I also tried a few ways to directly put in a column of 2-D pytorch tensor in a formatted dataset, but I can only have a list of 1-D tensors, or a list of arrays, or a list of lists.
```
import torch
from datasets import Dataset
import pandas as pd
dataset = pd.DataFrame({
'bbox': [
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]],
[[1,2,3,4],[1,2,3,4],[1,2,3,4]]
],
'input_ids': [1, 2, 3, 4]
})
dataset = Dataset.from_pandas(dataset)
def test(examples):
return {'bbbox': torch.Tensor(examples['bbox'])}
dataset = dataset.map(test)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
dataset.set_format(type='torch', columns=['input_ids', 'bbox'], output_all_columns=True)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
def test2(examples):
return {'bbbox': torch.stack(examples['bbox'])}
dataset = dataset.map(test2)
print(dataset[0]['bbox'])
print(dataset[0]['bbbox'])
```
Is is possible to support n-D arrays/tensors in datasets?
It seems that it can also be useful for this [feature request](https://github.com/huggingface/datasets/issues/263).
Thanks for the explanation.
With my original DataFrame, I did
```
dataset = dataset.to_dict("list")
```
and then the rest of the transformation from dictionary works just fine. | [
0.014902155846357346,
-0.25679439306259155,
-0.0799354612827301,
0.19153161346912384,
0.44957083463668823,
0.05492754280567169,
0.8991118669509888,
0.10109470039606094,
0.18042439222335815,
0.06783009320497513,
-0.11097673326730728,
0.3204250633716583,
-0.2819293737411499,
0.05221123993396759,
0.17841145396232605,
-0.4505749046802521,
0.16311462223529816,
0.29403749108314514,
-0.3680662214756012,
0.0973285362124443,
-0.056551091372966766,
-0.05634675920009613,
-0.24561414122581482,
-0.04192223772406578,
-0.3301549255847931,
-0.20088377594947815,
-0.14763671159744263,
-0.16403652727603912,
-0.06387624144554138,
-0.1978779137134552,
0.24091649055480957,
-0.1706254780292511,
0.27006053924560547,
0.2606250047683716,
-0.00011955085938097909,
0.22679896652698517,
0.02477404475212097,
-0.12928344309329987,
-0.03596804291009903,
-0.0393490307033062,
0.272514671087265,
-0.64806067943573,
-0.08060123771429062,
-0.4324749708175659,
0.008071945048868656,
-0.4712083637714386,
-0.2638435661792755,
-0.500558078289032,
0.051390066742897034,
0.39283227920532227,
0.11419644951820374,
0.33147749304771423,
0.23635666072368622,
0.15799815952777863,
0.14627684652805328,
0.013280767016112804,
-0.17060138285160065,
-0.20054514706134796,
0.23939752578735352,
-0.20722602307796478,
0.030029144138097763,
0.09321023523807526,
-0.27981969714164734,
0.16612081229686737,
0.26813939213752747,
0.20493561029434204,
0.00580137874931097,
0.061136554926633835,
-0.03135758265852928,
0.12784378230571747,
0.42765915393829346,
-0.39807313680648804,
-0.3639860451221466,
-0.27933430671691895,
0.06869310885667801,
-0.11977454274892807,
-0.10953006893396378,
0.32589593529701233,
-0.1265999674797058,
0.09108078479766846,
-0.40610674023628235,
0.14080019295215607,
-0.3182466924190521,
0.334332674741745,
-0.4043465256690979,
0.22821924090385437,
0.13378793001174927,
0.1612997055053711,
0.039600033313035965,
-0.13248708844184875,
0.7339076995849609,
-0.024670710787177086,
0.387837678194046,
0.07807231694459915,
-0.30604952573776245,
-0.029210390523076057,
-0.19112050533294678,
-0.5545958280563354,
-0.03882395476102829,
-0.46041157841682434,
0.3082384169101715,
0.16633038222789764,
0.10438840836286545,
0.19769223034381866,
0.035352904349565506,
0.2383282482624054,
-0.43630722165107727,
0.4121212065219879,
-0.06724753230810165,
-0.23684941232204437,
0.4810279607772827,
0.09924796968698502,
-0.1561654508113861,
-0.15026509761810303,
0.14556212723255157,
0.006173980887979269,
-0.0272422693669796,
0.3684127628803253,
-0.22278794646263123,
0.007069413550198078,
-0.5160885453224182,
-0.008648649789392948,
0.036363013088703156,
0.1473616659641266,
0.1086723580956459,
0.39572304487228394,
0.041668232530355453,
0.3720444440841675,
0.16625119745731354,
-0.11952628195285797,
-0.07113958150148392,
0.32249972224235535,
-0.3391716480255127,
-0.031656451523303986,
0.16391998529434204,
0.5651170611381531,
-0.09719125181436539,
0.02049124799668789,
0.20878085494041443,
-0.07643237709999084,
0.028902871534228325,
-0.08741705864667892,
0.2978043258190155,
0.2908812165260315,
-0.1416597217321396,
-0.04868096113204956,
0.041273027658462524,
0.24161255359649658,
-0.013037928380072117,
0.43922513723373413,
-0.07118484377861023,
-0.047187674790620804,
-0.36366817355155945,
-0.03748779371380806,
-0.09458933025598526,
-0.0264148972928524,
-0.19601650536060333,
0.1866912990808487,
0.49516135454177856,
-0.028208989650011063,
0.10754643380641937,
-0.508432149887085,
0.08893067389726639,
-0.20724475383758545,
0.1400894969701767,
-0.3502912223339081,
-0.39059555530548096,
0.20100274682044983,
0.2407010793685913,
0.3463239073753357,
0.09755916893482208,
0.2834508717060089,
-0.34494805335998535,
0.054057810455560684,
0.03290058672428131,
0.24733422696590424,
0.33876800537109375,
-0.04200082644820213,
-0.0871172845363617,
-0.1622389554977417,
-0.017325006425380707,
-0.0007173288613557816,
0.11120042204856873,
0.31683921813964844,
0.13972017168998718,
0.1958101987838745,
0.18611913919448853,
0.19720961153507233,
-0.038966692984104156,
0.3523801267147064,
-0.09162947535514832,
-0.21544699370861053,
0.4633564352989197,
0.2579580545425415,
0.3060804605484009,
-0.15489670634269714,
0.017665987834334373,
0.056327879428863525,
0.09404351562261581,
-0.5431796312332153,
0.19490429759025574,
0.34915444254875183,
-0.018713615834712982,
-0.09863396733999252,
0.0564412921667099,
-0.4492577016353607,
-0.710192084312439,
0.1608666032552719,
0.048302408307790756,
0.10653216391801834,
-0.18375633656978607,
-0.06632495671510696,
-0.10793887823820114,
0.1118316575884819,
0.07206984609365463,
0.11789756268262863,
0.04174971580505371,
0.03523317351937294,
-0.07352343201637268,
-0.3971257209777832,
-0.20474500954151154,
0.07765262573957443,
0.33751505613327026,
-0.08291816711425781,
-0.3645124137401581,
0.5928971767425537,
-0.10395250469446182,
-0.2862938642501831,
0.01013481616973877,
0.44628944993019104,
0.06118030101060867,
-0.0496978685259819,
0.19775883853435516,
0.22742418944835663,
0.12309281527996063,
-0.38323578238487244,
-0.41602379083633423,
0.472738653421402,
0.2562883496284485,
-0.2721802890300751,
0.20368120074272156,
0.05114274471998215,
0.015731733292341232,
-0.008493845351040363,
-0.3207268714904785,
0.5687912106513977,
-0.0014346056850627065,
-0.02610831707715988,
-0.27262794971466064,
0.1914387345314026,
0.08335427194833755,
0.09092951565980911,
-0.11715994030237198,
-0.06775827705860138,
-0.23000368475914001,
-0.2115735113620758,
0.0922158882021904,
-0.004559398628771305,
-0.3897835612297058,
0.05587243661284447,
0.26775482296943665,
-0.18925151228904724,
0.2653501629829407,
-0.1347503513097763,
-0.03758469223976135,
0.015086979605257511,
0.17935864627361298,
-0.037152715027332306,
0.1663658618927002,
0.20581144094467163,
0.1150866150856018,
-0.12482011318206787,
-0.4518623650074005,
-0.1397285759449005,
0.051730524748563766,
-0.10792025178670883,
0.1812422275543213,
0.051861777901649475,
0.2955332100391388,
-0.16763581335544586,
-0.06370274722576141,
0.09142830967903137,
0.3197636604309082,
0.22884471714496613,
-0.4060828983783722,
0.16245895624160767,
-0.3874131739139557,
-0.06646580249071121,
-0.23047712445259094,
-0.2601812779903412,
0.004972494672983885,
0.08687712997198105,
-0.0880192369222641,
0.23420307040214539,
0.08120493590831757,
0.16895784437656403,
0.027766630053520203,
-0.04499988630414009,
0.2548811733722687,
-0.2477962225675583,
-0.062487997114658356,
-0.13135354220867157,
-0.06415922939777374,
-0.0014590660575777292,
0.10308664292097092,
0.14193183183670044,
0.1337924748659134,
0.4435393512248993,
-0.05716187134385109,
-0.4592994153499603,
-0.03475061431527138,
-0.1463272124528885,
-0.20358988642692566,
-0.16977649927139282,
0.09047944098711014,
0.01060553453862667,
-0.11258598417043686,
-0.04037967324256897,
0.30961155891418457,
0.29277974367141724,
0.03552181273698807,
0.37895816564559937,
0.2087777853012085,
-0.11533569544553757,
-0.12740205228328705,
-0.13282673060894012,
-0.1498313695192337,
-0.2656077742576599,
0.021258624270558357,
-0.3921458423137665,
0.10539346933364868,
-0.2647842764854431,
0.37871187925338745,
0.19258807599544525,
0.15870307385921478,
-0.25939908623695374,
0.0740581527352333,
0.34466812014579773,
0.6661350131034851,
-0.03519493341445923,
-0.39073848724365234,
-0.38483622670173645,
-0.16445830464363098,
0.05854463949799538,
0.7011178731918335,
-0.2124485969543457,
-0.23206230998039246,
-0.1337759643793106,
-0.06269311159849167,
-0.1328706443309784,
-0.0599338635802269,
0.6345386505126953,
0.08619901537895203,
0.0013021798804402351,
-0.09038762003183365,
-0.16631637513637543,
0.06630347669124603,
0.1509486883878708,
0.09398090839385986,
-0.0813990905880928,
0.34351474046707153,
0.27535536885261536,
0.30177444219589233,
0.023156696930527687,
-0.20257999002933502,
0.2516394257545471,
-0.19077302515506744,
0.1549074649810791,
-0.029443157836794853,
-0.2573096752166748,
-0.07659037411212921,
-0.3783548176288605,
-0.16270864009857178,
-0.08777835220098495,
-0.21942217648029327,
-0.5588400959968567,
-0.013495409861207008,
0.35416656732559204,
-0.11286084353923798,
-0.062054652720689774,
0.498828649520874,
-0.3866081237792969,
0.3288062810897827,
-0.0005441138055175543,
0.0491640605032444,
-0.3488152325153351,
-0.16227078437805176,
-0.18839649856090546,
-0.32643502950668335,
-0.13179314136505127,
0.02074015699326992,
-0.536171019077301,
-0.26963573694229126,
0.18088293075561523,
0.12617817521095276,
0.37672147154808044,
0.7153759002685547,
0.11382589489221573,
0.040026575326919556,
0.21624331176280975,
-0.02953602559864521,
0.5638818144798279,
-0.07000695914030075,
-0.30266112089157104,
0.3299584686756134,
0.05557107925415039,
-0.5217561721801758,
-0.2325490415096283,
-0.35630106925964355,
-0.14398150146007538,
-0.09719622880220413,
0.4788837134838104,
-0.30853453278541565,
-0.2306002974510193,
0.19100652635097504,
0.18537399172782898,
-0.10179740190505981,
-0.07346080988645554,
-0.24735930562019348,
-0.252790242433548,
-0.18897686898708344,
-0.14286808669567108,
0.4407944977283478,
0.31979456543922424,
0.2110813409090042,
-0.22339381277561188,
-0.10558081418275833,
-0.3295324742794037,
0.0886835977435112,
-0.03684082627296448,
0.08961206674575806,
0.13585218787193298,
-0.12473443150520325,
0.17267243564128876,
0.22215937077999115,
0.4825526475906372,
0.09615302085876465,
-0.11076797544956207,
-0.01355920173227787,
0.17098918557167053,
-0.12790840864181519,
0.3795844614505768,
0.15185967087745667,
-0.10878050327301025,
-0.25797122716903687,
-0.08833203464746475,
0.0015152239939197898,
-0.1207929328083992,
-0.02972986549139023,
0.2756114900112152,
-0.0356956422328949,
-0.20736229419708252,
-0.2779885530471802,
0.2343326061964035,
-0.02547532692551613,
0.11399871110916138,
0.1716228574514389,
0.2811611294746399,
-0.16812284290790558,
0.2883463501930237,
0.33342283964157104,
0.677401602268219,
-0.5055258870124817,
0.39201605319976807,
0.47073614597320557,
-0.11079483479261398,
0.20893138647079468,
-0.13665899634361267,
0.3178485333919525,
-0.2395370602607727,
0.019929034635424614,
-0.20896054804325104,
-0.1850181370973587,
0.20928546786308289,
0.4186437427997589,
-0.02760281227529049,
0.08130989223718643,
0.048531945794820786,
0.21094772219657898,
0.19195780158042908,
-0.08710664510726929,
0.12907424569129944,
-0.24501127004623413,
-0.07336921989917755,
0.07221532613039017,
-0.19499006867408752,
-0.32415568828582764,
-0.012673943303525448,
-0.20417174696922302,
-0.3422338664531708,
-0.020346416160464287,
-0.3445936143398285,
-0.129694402217865,
-0.3006144165992737,
0.4228591322898865,
0.1384604573249817,
-0.4948458969593048,
0.04870517924427986,
0.5728100538253784,
0.025615625083446503,
-0.3815951645374298,
-0.14501576125621796,
-0.37386709451675415,
-0.23494848608970642,
-0.2208290696144104,
-0.04883122816681862,
-0.25580132007598877,
0.3040536940097809,
0.015650687739253044,
-0.07397375255823135,
0.16438470780849457,
-0.03041650913655758,
-0.39627209305763245,
-0.010893553495407104,
0.25030502676963806,
0.09720771759748459,
-0.24616380035877228,
-0.025374500080943108,
-0.1884802281856537,
0.1446114033460617,
-0.05003000423312187,
0.06043195724487305,
-0.09656750410795212,
-0.03861943259835243,
0.2899438142776489,
-0.046020690351724625,
0.07748600840568542,
0.12573635578155518,
0.22394269704818726,
0.11798153072595596,
-0.30310946702957153,
0.1812613606452942,
0.10924927890300751,
-0.3035005033016205,
-0.15382495522499084,
0.20045553147792816,
0.5446792840957642,
-0.06635136902332306,
0.023445749655365944,
-0.3518611490726471,
-0.30311235785484314,
-0.06839563697576523,
0.14840739965438843,
0.3131946921348572,
0.1276940107345581,
-0.1933959275484085,
-0.20293712615966797,
-0.26349225640296936,
0.42870381474494934,
0.3794882893562317,
0.27472972869873047,
-0.03510371223092079,
0.2906454801559448,
-0.15980756282806396,
0.005198909435421228,
-0.2314177304506302,
-0.025940706953406334,
-0.09794890135526657,
0.27712151408195496,
-0.021553469821810722,
-0.3222760260105133,
-0.10669911652803421,
-0.10972398519515991,
0.08155214786529541,
-0.08753562718629837,
-0.11624906212091446,
-0.11119334399700165,
0.07811630517244339,
0.11954148858785629,
0.11838345229625702,
-0.003928736783564091,
0.025731071829795837,
-0.471492201089859,
-0.3264598846435547,
-0.2363395243883133,
0.008007903583347797,
0.4533225893974304,
-0.004155344795435667,
0.16547323763370514,
0.29987832903862,
0.11579367518424988,
-0.07617517560720444,
-0.16882948577404022,
-0.1501288264989853,
-0.1383606642484665,
0.005039115436375141,
0.2183290421962738,
0.24846476316452026,
0.006620389875024557,
-0.2967948913574219,
0.1318216323852539,
0.07041002810001373,
-0.07402785867452621,
0.3137464225292206,
-0.30498063564300537,
-0.052750345319509506,
-0.14536330103874207,
0.4793775975704193,
-0.05444391816854477,
-0.3318729102611542,
0.04266959801316261,
0.15170352160930634,
0.08787303417921066,
-0.21297767758369446,
-0.3487562835216522,
0.1269569844007492,
0.034896593540906906,
0.14103583991527557,
0.5094712972640991,
0.36713212728500366,
0.19690442085266113,
0.12617585062980652,
-0.12476055324077606,
0.3551174998283386,
-0.1337391585111618,
-0.13591699302196503,
0.33050763607025146,
-0.047736454755067825,
-0.015956291928887367,
0.24967288970947266,
0.0032822664361447096,
0.2069060504436493,
0.5683193206787109,
-0.04712885990738869,
0.29421311616897583,
0.40078309178352356,
0.10459057241678238,
-0.17343133687973022,
0.1579916775226593,
-0.09683080017566681,
-0.09427332133054733,
0.23897364735603333,
-0.14454583823680878,
-0.14823897182941437,
0.20992456376552582,
-0.12586039304733276,
-0.02039784938097,
-0.11069334298372269,
0.09893964231014252,
-0.2336273491382599,
0.14432862401008606,
0.026103835552930832,
0.054361920803785324,
-0.09923375397920609,
-0.18718908727169037,
-0.09873264282941818,
-0.07736236602067947,
0.3327876627445221,
-0.006064813118427992,
0.1644572913646698,
0.010361635126173496,
0.17952434718608856,
0.4635998010635376,
0.03438080474734306,
-0.18017102777957916,
0.2851696014404297,
0.3174894154071808,
-0.16269013285636902,
-0.06692696362733841,
0.02859550155699253,
0.2932969927787781,
0.2905934453010559,
0.005514486692845821,
0.01784726046025753,
-0.15862159430980682,
-0.18521662056446075,
-0.07138007879257202,
0.042284104973077774,
0.039219003170728683,
0.2712651491165161,
0.2794288396835327,
0.028664574027061462,
-0.06538178026676178,
0.17845354974269867,
-0.023588184267282486,
0.0513591431081295,
-0.14327488839626312,
0.29609420895576477,
-0.1465901881456375,
-0.5235888361930847,
0.18668478727340698,
-0.3249722123146057,
-0.34807488322257996,
0.02969404309988022,
0.3392665684223175,
-0.08028200268745422,
0.2214089035987854,
0.2769951820373535,
0.020387370139360428,
0.14600203931331635,
0.47590744495391846,
0.09761156141757965,
0.35612159967422485,
-0.07670047879219055,
-0.0689726322889328,
-0.5012392401695251,
0.13981741666793823,
-0.41399726271629333,
0.04084352031350136,
0.2894043028354645,
0.17247064411640167,
0.32250744104385376,
0.28956338763237,
0.03762273117899895,
0.14038905501365662,
-0.09687459468841553,
0.3843565881252289,
-0.2270292341709137,
-0.06456886976957321,
0.19505228102207184,
0.21187707781791687,
0.10901656001806259,
-0.2388571798801422,
0.3231710195541382,
0.2930501401424408,
0.020549193024635315,
-0.26032009720802307,
0.3992154896259308,
-0.1971801519393921,
0.30748268961906433,
-0.07281242311000824,
-0.13892370462417603,
0.51941978931427,
0.22934652864933014,
0.22140341997146606,
-0.1439768522977829,
0.030003590509295464,
-0.09081239253282547,
0.32113680243492126,
0.14612863957881927,
0.49421170353889465,
-0.4318767786026001,
-0.21084237098693848,
-0.05426943302154541,
0.1428690105676651,
0.02464018203318119,
-0.042527589946985245,
-0.18933884799480438,
0.25848785042762756,
-0.22036151587963104,
-0.01482323743402958,
0.057934317737817764,
0.033744268119335175,
0.07941155880689621,
0.21956655383110046,
-0.2821284532546997,
-0.41873881220817566,
0.423539936542511,
-0.16833922266960144,
-0.5067200660705566,
0.1799820512533188,
-0.2447521835565567,
0.15599587559700012,
0.1381160169839859,
-0.567466139793396,
-0.14944115281105042,
0.21183563768863678,
-0.15828615427017212,
-0.2038370966911316,
-0.037570610642433167,
-0.005843205377459526,
-0.16729223728179932,
-0.14893333613872528,
0.35477814078330994,
-0.10515399277210236,
-0.16717523336410522,
-0.4202933609485626,
-0.32545116543769836
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Hi ! Thanks for reporting.
We're indeed using `jiwer` to compute the WER.
Maybe instead of calling `jiwer.wer` once for all the preditions/references we can compute the WER iteratively to avoid memory issues ? I'm not too familial with `jiwer` but this must be possible.
Currently the code to compute the WER is defined here:
https://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/metrics/wer/wer.py#L93-L94 | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 56 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Hi ! Thanks for reporting.
We're indeed using `jiwer` to compute the WER.
Maybe instead of calling `jiwer.wer` once for all the preditions/references we can compute the WER iteratively to avoid memory issues ? I'm not too familial with `jiwer` but this must be possible.
Currently the code to compute the WER is defined here:
https://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/metrics/wer/wer.py#L93-L94 | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Hi,
I've just pushed a pull request that is related to this issue https://github.com/huggingface/datasets/pull/2169. It's not iterative, but it should avoid memory errors. It's based on the editdistance python library. An iterative implementation should be as easy as storing scores and words stepwise and dividing at the end. | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 48 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Hi,
I've just pushed a pull request that is related to this issue https://github.com/huggingface/datasets/pull/2169. It's not iterative, but it should avoid memory errors. It's based on the editdistance python library. An iterative implementation should be as easy as storing scores and words stepwise and dividing at the end. | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | I see, this was solved by other thread. Ok, let me know if you want to switch the implementation for any reason :) | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 23 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
I see, this was solved by other thread. Ok, let me know if you want to switch the implementation for any reason :) | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Thanks for diving into this anyway ^^'
As you said this actually got solved a few days ago | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 18 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Thanks for diving into this anyway ^^'
As you said this actually got solved a few days ago | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Someone created an issue https://github.com/jitsi/jiwer/issues/40 at jiwer which shows that this is still a problem in the current version. Would be curious to figure out how this can be fixed by jiwer... :) I assume that it runs of out memory because it's trying to compute the WER over (too many) test samples? | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 53 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Someone created an issue https://github.com/jitsi/jiwer/issues/40 at jiwer which shows that this is still a problem in the current version. Would be curious to figure out how this can be fixed by jiwer... :) I assume that it runs of out memory because it's trying to compute the WER over (too many) test samples? | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Hi !
It's computed iteratively so not sure what could go wrong
https://github.com/huggingface/datasets/blob/8afd0ba8c27800a55ea69d9fcd702dc97d9c16d8/metrics/wer/wer.py#L100-L106
@NiklasHoltmeyer what version of `datasets` are you running ?
| Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 22 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Hi !
It's computed iteratively so not sure what could go wrong
https://github.com/huggingface/datasets/blob/8afd0ba8c27800a55ea69d9fcd702dc97d9c16d8/metrics/wer/wer.py#L100-L106
@NiklasHoltmeyer what version of `datasets` are you running ?
| [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | One possible explanation might be that it is the user who is passing all the sentences in a single element to `wer.compute`?
As current implementation iterates over the elements of `predictions` and `references`, this can be problematic if `predictions` and `references` contain a single huge element each.
This could be the case, for example, with a single string with all sentences:
```python
result["predicted"] = "One sentence. Other sentence."
```
or with a __double__ nested list of sentence lists
```python
result["predicted"] = [[ ["One sentence."], ["Other sentence"] ]]
```
The user should check the dimensions of the data structure passed to `predictions` and `references`. | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 103 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
One possible explanation might be that it is the user who is passing all the sentences in a single element to `wer.compute`?
As current implementation iterates over the elements of `predictions` and `references`, this can be problematic if `predictions` and `references` contain a single huge element each.
This could be the case, for example, with a single string with all sentences:
```python
result["predicted"] = "One sentence. Other sentence."
```
or with a __double__ nested list of sentence lists
```python
result["predicted"] = [[ ["One sentence."], ["Other sentence"] ]]
```
The user should check the dimensions of the data structure passed to `predictions` and `references`. | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | Hi all,
in my case I was using and older version of datasets and, as @albertvillanova points out, passing the full list of sentences for the metric calculation. The problem was in the way jiwer implements WER, as it tries to compute WER for the full list at once instead of doing it element-wise. I think that with the latest implementation of datasets, or by using the alternative WER function that I've contributed on this [pull request](https://github.com/huggingface/datasets/pull/2169) there shouldn't be memory errors. | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 82 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
Hi all,
in my case I was using and older version of datasets and, as @albertvillanova points out, passing the full list of sentences for the metric calculation. The problem was in the way jiwer implements WER, as it tries to compute WER for the full list at once instead of doing it element-wise. I think that with the latest implementation of datasets, or by using the alternative WER function that I've contributed on this [pull request](https://github.com/huggingface/datasets/pull/2169) there shouldn't be memory errors. | [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2078 | MemoryError when computing WER metric | @lhoestq i was using Datasets==1.5.0 with 1.6.1 it worked (atleast the first run) but 1.5.0 is not compatible with my preprocessing. i cant save my dataset to a parquet file while using the latest datasets version
->
```
File "../preprocess_dataset.py", line 132, in <module>
pq.write_table(train_dataset.data, f'{resampled_data_dir}/{data_args.dataset_config_name}.train.parquet')
File "/usr/local/lib/python3.8/dist-packages/pyarrow/parquet.py", line 1674, in write_table
writer.write_table(table, row_group_size=row_group_size)
File "/usr/local/lib/python3.8/dist-packages/pyarrow/parquet.py", line 588, in write_table
self.writer.write_table(table, row_group_size=row_group_size)
TypeError: Argument 'table' has incorrect type (expected pyarrow.lib.Table, got ConcatenationTable)
```
if i do
```
import pyarrow.parquet as pq
...
...
pq.write_table(train_dataset.data, 'train.parquet')
pq.write_table(eval_dataset.data, 'eval.parquet')
```
while using 1.6.1. and its working with 1.5.0
| Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
| 96 | MemoryError when computing WER metric
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File "/home/diego/IpGlobal/wav2vec/test_wav2vec.py", line 51, in <module>
print(wer.compute(predictions=result["predicted"], references=result["target"]))
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/datasets/metric.py", line 403, in compute
output = self._compute(predictions=predictions, references=references, **kwargs)
File "/home/diego/.cache/huggingface/modules/datasets_modules/metrics/wer/73b2d32b723b7fb8f204d785c00980ae4d937f12a65466f8fdf78706e2951281/wer.py", line 94, in _compute
return wer(references, predictions)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 81, in wer
truth, hypothesis, truth_transform, hypothesis_transform, **kwargs
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 192, in compute_measures
H, S, D, I = _get_operation_counts(truth, hypothesis)
File "/home/diego/miniconda3/envs/wav2vec3.6/lib/python3.6/site-packages/jiwer/measures.py", line 273, in _get_operation_counts
editops = Levenshtein.editops(source_string, destination_string)
MemoryError`
My system has more than 10GB of available RAM. Looking at the code, I think that it could be related to the way jiwer does the calculation, as it is pasting all the sentences in a single string before calling Levenshtein editops function.
@lhoestq i was using Datasets==1.5.0 with 1.6.1 it worked (atleast the first run) but 1.5.0 is not compatible with my preprocessing. i cant save my dataset to a parquet file while using the latest datasets version
->
```
File "../preprocess_dataset.py", line 132, in <module>
pq.write_table(train_dataset.data, f'{resampled_data_dir}/{data_args.dataset_config_name}.train.parquet')
File "/usr/local/lib/python3.8/dist-packages/pyarrow/parquet.py", line 1674, in write_table
writer.write_table(table, row_group_size=row_group_size)
File "/usr/local/lib/python3.8/dist-packages/pyarrow/parquet.py", line 588, in write_table
self.writer.write_table(table, row_group_size=row_group_size)
TypeError: Argument 'table' has incorrect type (expected pyarrow.lib.Table, got ConcatenationTable)
```
if i do
```
import pyarrow.parquet as pq
...
...
pq.write_table(train_dataset.data, 'train.parquet')
pq.write_table(eval_dataset.data, 'eval.parquet')
```
while using 1.6.1. and its working with 1.5.0
| [
0.12497904151678085,
-0.20072919130325317,
0.05871821194887161,
0.32565081119537354,
0.4333941638469696,
0.07378947734832764,
-0.2180432677268982,
0.29508787393569946,
0.028830701485276222,
0.4309869706630707,
0.09653076529502869,
-0.09463461488485336,
-0.3058878779411316,
-0.5752208828926086,
-0.1799837052822113,
-0.33477240800857544,
-0.13059155642986298,
-0.060313910245895386,
-0.09396779537200928,
0.26734745502471924,
-0.2414010912179947,
0.218144953250885,
-0.348865807056427,
0.12293362617492676,
-0.07173322141170502,
-0.011054584756493568,
-0.1759233921766281,
0.13317948579788208,
-0.22127166390419006,
-0.5667486786842346,
0.3025929927825928,
-0.30793896317481995,
0.19049078226089478,
0.35943371057510376,
-0.00011427896242821589,
0.028255760669708252,
0.19010207056999207,
-0.1784469336271286,
-0.010959664359688759,
0.11745589226484299,
-0.12585380673408508,
-0.18654291331768036,
-0.13194014132022858,
-0.00925767607986927,
-0.03298771008849144,
0.03756687417626381,
0.10806911438703537,
-0.28800877928733826,
0.0632086768746376,
0.24494639039039612,
0.19924284517765045,
-0.060946088284254074,
0.2961236238479614,
-0.2295079231262207,
-0.12410895526409149,
-0.19057784974575043,
0.19770310819149017,
0.3163282871246338,
-0.27031388878822327,
-0.17763608694076538,
-0.27142640948295593,
0.25808775424957275,
-0.042776819318532944,
0.21431443095207214,
0.0936119332909584,
0.11576012521982193,
0.0853942334651947,
0.011005079373717308,
0.08476649969816208,
-0.255557119846344,
0.26716917753219604,
-0.32630452513694763,
-0.03016478195786476,
0.20488762855529785,
-0.16143393516540527,
-0.4275716543197632,
0.16603021323680878,
0.11872610449790955,
-0.504788339138031,
0.09757000207901001,
-0.2040271759033203,
-0.12048117071390152,
-0.3942312002182007,
0.1254810094833374,
-0.005827103275805712,
0.09103211015462875,
-0.19651661813259125,
0.10574262589216232,
0.336806058883667,
0.1566443145275116,
0.06043606996536255,
0.20696991682052612,
-0.12335431575775146,
0.012525968253612518,
-0.37430909276008606,
-0.08814233541488647,
-0.05848691612482071,
-0.232619509100914,
0.15802320837974548,
-0.5695318579673767,
0.5826599597930908,
-0.08412700891494751,
0.3524421155452728,
0.4458704888820648,
-0.2218325287103653,
0.8173158764839172,
-0.09721904993057251,
0.07901626080274582,
0.04140868037939072,
0.07843902707099915,
-0.11529278755187988,
-0.24389314651489258,
-0.08986666798591614,
-0.3839600384235382,
0.2813352644443512,
0.18847590684890747,
-0.12351366877555847,
-0.19924238324165344,
-0.4400854706764221,
0.06396621465682983,
-0.04093532636761665,
0.11748268455266953,
0.12619510293006897,
0.3188078999519348,
0.16514788568019867,
0.48937124013900757,
0.31324321031570435,
0.07207348942756653,
-0.178327277302742,
0.062153372913599014,
-0.23344814777374268,
0.23191004991531372,
-0.22425001859664917,
0.030898133292794228,
0.1252744495868683,
0.22979557514190674,
0.36169829964637756,
-0.23223280906677246,
0.21067680418491364,
-0.25742387771606445,
0.27662938833236694,
-0.11066064983606339,
0.08386745303869247,
0.20263339579105377,
-0.09959295392036438,
-0.008727976121008396,
0.2297709584236145,
0.27362632751464844,
0.0345626026391983,
0.11659859120845795,
-0.21280333399772644,
-0.24320825934410095,
0.30050864815711975,
0.15803951025009155,
-0.058649878948926926,
0.06795702874660492,
-0.06455738097429276,
-0.005782017484307289,
0.2805485725402832,
-0.05489278957247734,
-0.34017500281333923,
0.08686602860689163,
-0.7389825582504272,
-0.2600603997707367,
0.15289273858070374,
0.0060365633107721806,
-0.17567549645900726,
0.005463731475174427,
0.2558611035346985,
-0.012083472684025764,
0.24220944941043854,
0.033055584877729416,
0.06806515902280807,
0.1206672340631485,
-0.2044021189212799,
-0.10565999150276184,
0.34988418221473694,
-0.8443563580513,
-0.15111733973026276,
-0.04996894672513008,
-0.13288180530071259,
-0.025657841935753822,
0.25595998764038086,
-0.21462441980838776,
0.1497691124677658,
0.11315911263227463,
0.37853074073791504,
-0.28643330931663513,
-0.17955352365970612,
0.024175817146897316,
-0.18985214829444885,
-0.11398796737194061,
0.1790434867143631,
-0.14133130013942719,
0.3943665623664856,
0.08920466154813766,
0.16556863486766815,
0.1407639980316162,
0.21558594703674316,
-0.02747233957052231,
0.1473459005355835,
0.2670474946498871,
0.24880068004131317,
-0.6484081149101257,
0.30606335401535034,
-0.06286453455686569,
0.15388336777687073,
0.18725059926509857,
-0.24212346971035004,
0.06600290536880493,
0.4159044623374939,
0.4293133318424225,
-0.13009899854660034,
0.016114063560962677,
0.0612439401447773,
-0.16782769560813904,
0.22022391855716705,
-0.06157996132969856,
0.30642494559288025,
-0.2538880705833435,
-0.004113850649446249,
0.0725797638297081,
-0.36131158471107483,
-0.08067697286605835,
-0.006758589763194323,
-0.23276862502098083,
-0.10887077450752258,
-0.2220420241355896,
0.29364365339279175,
0.19079281389713287,
0.200685515999794,
0.17184749245643616,
-0.2917720079421997,
0.35057201981544495,
0.10633920878171921,
-0.017048226669430733,
0.18749397993087769,
0.18841274082660675,
-0.15443779528141022,
-0.40107646584510803,
0.21743132174015045,
-0.028291970491409302,
0.20304922759532928,
-0.11859242618083954,
0.23637309670448303,
-0.1250060647726059,
0.005633064545691013,
0.35434141755104065,
0.052725739777088165,
0.3139893114566803,
0.11357322335243225,
0.27626851201057434,
0.18669834733009338,
0.14317621290683746,
0.3140139579772949,
-0.4340701699256897,
-0.25438106060028076,
-0.3894141614437103,
0.36162883043289185,
-0.31483229994773865,
0.32102712988853455,
0.15097637474536896,
-0.14335376024246216,
0.4951442778110504,
-0.1373811662197113,
-0.17804887890815735,
-0.07750570774078369,
-0.329146146774292,
0.4842243790626526,
0.02478143386542797,
0.06279157102108002,
0.11737344413995743,
-0.0368315689265728,
0.14725321531295776,
0.11951570212841034,
0.21131552755832672,
-0.10945596545934677,
-0.06268558651208878,
0.21121515333652496,
-0.4670902192592621,
0.15942586958408356,
0.12574908137321472,
0.10199613124132156,
0.3387947678565979,
-0.22002051770687103,
-0.11528927832841873,
0.2674160897731781,
0.2180284857749939,
-0.13208705186843872,
-0.04351847991347313,
-0.02586538903415203,
-0.295453816652298,
-0.20420627295970917,
0.3511810898780823,
0.10404264181852341,
0.12942220270633698,
-0.04594194516539574,
0.23271752893924713,
0.24169625341892242,
0.4276042878627777,
0.21142582595348358,
-0.025501346215605736,
-0.1811801940202713,
0.059060368686914444,
0.021860534325242043,
-0.049709610641002655,
0.14635126292705536,
0.08624868839979172,
-0.049868978559970856,
-0.043571315705776215,
-0.18042422831058502,
-0.007156184408813715,
-0.0013989184517413378,
0.4104415774345398,
0.22059491276741028,
0.07273741811513901,
-0.23666474223136902,
-0.03222180902957916,
0.1743239015340805,
-0.23742151260375977,
-0.03849443420767784,
0.5531133413314819,
-0.05871124565601349,
0.08928090333938599,
-0.05655654892325401,
-0.17159168422222137,
-0.09363487362861633,
-0.39646685123443604,
-0.020702052861452103,
0.04138640686869621,
0.1471429318189621,
-0.1181744635105133,
0.1409464031457901,
0.2246728539466858,
0.17087897658348083,
0.007945535704493523,
-0.20627611875534058,
-0.3394729197025299,
-0.026805805042386055,
-0.2306411862373352,
-0.15455389022827148,
0.06189288571476936,
0.017621314153075218,
0.6852978467941284,
0.13802117109298706,
-0.1405831277370453,
-0.45607203245162964,
0.0017369771376252174,
-0.2098909318447113,
-0.030375730246305466,
-0.016083966940641403,
0.26447296142578125,
-0.06265787035226822,
-0.15696264803409576,
-0.2842123508453369,
-0.054289545863866806,
0.2124326080083847,
0.11877474188804626,
-0.02738344669342041,
0.031765200197696686,
0.03221714124083519,
0.283083438873291,
0.5209569334983826,
0.395330011844635,
0.10299523174762726,
0.28389498591423035,
0.1921321153640747,
0.0036798801738768816,
0.0900348424911499,
-0.10750989615917206,
0.17946085333824158,
-0.10672526061534882,
-0.17375849187374115,
0.11602843552827835,
0.07035912573337555,
-0.13517479598522186,
-0.1973448395729065,
-0.008781058713793755,
0.08463907986879349,
-0.1840718537569046,
-0.02147030271589756,
-0.018805954605340958,
0.5045292973518372,
0.09238467365503311,
0.047035180032253265,
-0.16068752110004425,
-0.39394092559814453,
0.10256100445985794,
-0.045961927622556686,
0.0670706182718277,
0.009926213882863522,
-0.05994030833244324,
-0.009009011089801788,
-0.7305296063423157,
0.268551230430603,
0.11236034333705902,
0.4320129454135895,
-0.10201139748096466,
0.052288033068180084,
-0.15860801935195923,
0.11426758766174316,
0.428696870803833,
-0.06445684283971786,
-0.17652840912342072,
0.05962134525179863,
0.052464887499809265,
-0.1683599054813385,
0.14714299142360687,
-0.17116637527942657,
-0.038415975868701935,
-0.26131170988082886,
-0.1168813556432724,
-0.08205924928188324,
0.047274090349674225,
-0.006220628973096609,
0.3131181299686432,
-0.16019867360591888,
-0.25004932284355164,
-0.34724995493888855,
-0.1220536082983017,
0.004392761737108231,
-0.216968834400177,
-0.12264061719179153,
0.08955271542072296,
-0.2176414132118225,
0.25235119462013245,
0.02273380570113659,
-0.295242041349411,
0.348263144493103,
-0.11240613460540771,
0.19657447934150696,
-0.4322449564933777,
0.133279949426651,
0.4644436240196228,
-0.20728722214698792,
-0.01704886369407177,
0.1137063130736351,
0.06955099105834961,
-0.2817791700363159,
0.24075688421726227,
0.20175309479236603,
0.35957834124565125,
0.06757736206054688,
-0.2912523150444031,
0.25091931223869324,
-0.03618239983916283,
0.08534860610961914,
-0.5771869421005249,
0.180170938372612,
0.08866357058286667,
0.061338573694229126,
0.1381756067276001,
-0.06243646517395973,
0.23269718885421753,
0.055265218019485474,
-0.1369004249572754,
0.28924041986465454,
-0.01952165737748146,
-0.2696188986301422,
0.28251779079437256,
0.2487514466047287,
0.7941437363624573,
-0.14858856797218323,
-0.061065495014190674,
0.4458684027194977,
0.008394152857363224,
-0.08810541033744812,
-0.21181848645210266,
0.5530892014503479,
-0.1516972929239273,
-0.014636373147368431,
0.08713660389184952,
-0.22382859885692596,
-0.0913897156715393,
-0.2526905834674835,
-0.26054349541664124,
0.6565312743186951,
0.03891218826174736,
-0.14280804991722107,
0.08655444532632828,
-0.047439634799957275,
-0.11878751963376999,
-0.24658459424972534,
0.2222440093755722,
0.1842268705368042,
-0.18770690262317657,
-0.1484004110097885,
-0.03874542936682701,
0.07642339169979095,
0.09276767820119858,
-0.32139912247657776,
-0.213475301861763,
0.009413192979991436,
-0.23418933153152466,
0.12290383130311966,
-0.2876664400100708,
0.13847455382347107,
-0.03381915017962456,
0.41297003626823425,
0.350501149892807,
0.13478530943393707,
-0.04395178705453873,
0.06422138959169388,
-0.14094333350658417,
0.06738227605819702,
0.08167862147092819,
0.19362328946590424,
-0.07724735140800476,
-0.04236724600195885,
-0.2362024039030075,
0.32398101687431335,
0.031899433583021164,
-0.3035773038864136,
0.020979059860110283,
0.004149861168116331,
-0.06764249503612518,
-0.09274177998304367,
-0.09915503114461899,
-0.12263461947441101,
-0.4054277241230011,
-0.1016840711236,
0.16659773886203766,
0.33585429191589355,
-0.6273184418678284,
0.3717975914478302,
0.05995849892497063,
-0.05810682103037834,
0.20397105813026428,
0.30347397923469543,
0.2402006983757019,
-0.37110352516174316,
0.5228540897369385,
-0.07030883431434631,
-0.06645013391971588,
-0.08496057242155075,
-0.3364020586013794,
-0.10577529668807983,
0.02512320876121521,
0.18758556246757507,
0.23094497621059418,
0.08632141351699829,
-0.21489468216896057,
0.12959866225719452,
0.07146351784467697,
0.28600138425827026,
0.14781923592090607,
-0.3211326599121094,
-0.5705018043518066,
0.19842863082885742,
-0.1343362033367157,
0.06976974755525589,
-0.47773441672325134,
-0.2928745150566101,
-0.5433306097984314,
0.01971024088561535,
-0.264972448348999,
0.13094095885753632,
-0.4698496460914612,
0.15289856493473053,
-0.056023504585027695,
-0.10722804069519043,
0.2412145733833313,
0.16624054312705994,
0.13166187703609467,
0.48614954948425293,
-0.1609184294939041,
-0.11483307927846909,
0.013082271441817284,
0.07637636363506317,
-0.023865412920713425,
-0.10377279669046402,
0.23436222970485687,
0.07662580162286758,
-0.12784218788146973,
-0.1201295554637909,
-0.18036366999149323,
0.27237972617149353,
-0.2416997104883194,
0.08689666539430618,
-0.3836638629436493,
0.07315971702337265,
0.6001414060592651,
0.20373307168483734,
-0.021924052387475967,
0.24486099183559418,
0.06156817451119423,
0.24908852577209473,
-0.11190295219421387,
-0.05834664776921272,
0.21348893642425537,
0.10714498907327652,
-0.11078323423862457,
-0.24328607320785522,
0.19406266510486603,
-0.20063981413841248,
-0.23091325163841248,
-0.11894570291042328,
0.22506208717823029,
-0.1795278638601303,
-0.2697107493877411,
0.05126144364476204,
0.14574848115444183,
0.21089130640029907,
0.05138592794537544,
0.17894525825977325,
-0.14126622676849365,
0.08250635862350464,
0.05826292932033539,
0.22826752066612244,
0.1724427193403244,
-0.27106136083602905,
-0.0541156530380249,
-0.043044015765190125,
0.22778186202049255,
-0.31147500872612,
-0.1649615615606308,
-0.24813295900821686,
-0.07835537940263748,
-0.12320312112569809,
-0.13706257939338684,
-0.0019345470936968923,
0.30385446548461914,
0.5290899872779846,
-0.257344514131546,
0.40645095705986023,
-0.46004518866539,
0.0767793282866478,
-0.07827290892601013,
-0.38954323530197144,
-0.3259202539920807,
0.3104044497013092,
0.039380140602588654,
0.3134307265281677,
-0.33665868639945984,
0.12215181440114975,
0.1313454955816269,
0.16834184527397156,
-0.15117645263671875,
-0.20366297662258148,
-0.11607334762811661,
0.063642717897892,
0.15781168639659882,
-0.30734536051750183,
0.02463124319911003,
-0.05029120668768883,
0.3668288290500641,
-0.034252461045980453,
0.3742719292640686,
0.0016253404319286346,
-0.22364431619644165,
0.26011431217193604,
-0.01801280677318573,
0.5469639897346497,
0.01005302369594574,
-0.28326666355133057,
0.11461388319730759,
0.4181117117404938,
0.14264239370822906,
0.1386210024356842,
0.2846044600009918,
0.4829084575176239,
0.35884854197502136,
-0.2767457067966461,
0.21840226650238037,
-0.11270050704479218,
-0.12938089668750763,
-0.010321557521820068,
0.2846420705318451,
0.24546854197978973,
-0.0023275648709386587,
0.18504847586154938,
0.03481680899858475,
-0.03514079377055168,
-0.14975956082344055,
0.009958486072719097,
0.056803926825523376,
-0.2226732075214386,
0.057019855827093124,
-0.2153233289718628,
0.025585632771253586,
-0.22538308799266815,
-0.09231139719486237,
-0.3778286278247833,
0.22753959894180298,
0.009168479591608047,
-0.14014458656311035,
0.20493163168430328,
0.07738082110881805,
0.056077323853969574,
-0.26621732115745544,
0.36422356963157654,
-0.05091384798288345,
0.21516379714012146,
-0.6167618632316589,
-0.23420290648937225,
-0.1764981895685196,
0.15138110518455505,
-0.15935109555721283,
0.41298311948776245,
-0.13978423178195953,
0.0939856469631195,
-0.1402534693479538,
-0.028662553057074547,
-0.06776905059814453,
0.12308896332979202,
-0.10358835756778717,
0.27478909492492676,
-0.3578978478908539,
-0.29493486881256104,
0.22617065906524658,
-0.14218001067638397,
0.25434646010398865,
-0.43658447265625,
-0.16024720668792725,
-0.23355866968631744,
0.010778270661830902,
-0.03898456320166588,
0.4080345630645752,
-0.09498114138841629,
0.5220337510108948,
0.06293816864490509,
0.3354320526123047,
0.5877146124839783,
-0.011793679557740688,
-0.29718369245529175,
-0.10959479957818985,
-0.17890603840351105,
-0.21372029185295105,
-0.4510132074356079,
-0.07933760434389114,
0.5294628739356995,
-0.17824341356754303,
-0.295573353767395,
-0.292270690202713,
0.30451154708862305,
-0.039148829877376556,
-0.027726808562874794,
-0.17961348593235016,
0.32392117381095886,
-0.20370341837406158,
0.28759267926216125,
0.25036415457725525,
0.06695669889450073,
0.15626628696918488,
0.412555992603302,
-0.33015701174736023,
-0.09062836319208145,
0.5843921899795532,
-0.16096100211143494,
-0.3511349558830261,
0.09496835619211197,
0.27763208746910095,
0.19762882590293884,
-0.3637202978134155,
-0.8314570188522339,
-0.027013445273041725,
0.28776586055755615,
0.23663897812366486,
-0.10231109708547592,
0.047182757407426834,
0.0729522705078125,
-0.013490382581949234,
0.20483052730560303,
-0.08375266194343567,
-0.10401839762926102,
-0.17195896804332733,
0.11469938606023788,
-0.13320522010326385
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | Hi @XuhuiZhou, thanks for reporting this issue.
Indeed, the old links are no longer valid (404 Not Found error), and the script must be updated with the new links to Google Drive. | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 32 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
Hi @XuhuiZhou, thanks for reporting this issue.
Indeed, the old links are no longer valid (404 Not Found error), and the script must be updated with the new links to Google Drive. | [
-0.23376265168190002,
0.14580847322940826,
0.0028068546671420336,
-0.03095102868974209,
-0.027438335120677948,
0.08244875073432922,
0.37594541907310486,
0.20595739781856537,
0.15375971794128418,
0.014403488487005234,
0.1848478466272354,
-0.17239689826965332,
0.2339598834514618,
0.29691746830940247,
0.1645151525735855,
-0.07033559679985046,
0.11244354397058487,
0.03902176022529602,
-0.20785869657993317,
0.008446515537798405,
-0.3404220938682556,
0.20839948952198029,
-0.33606332540512085,
0.07765430957078934,
-0.13393615186214447,
0.10821682214736938,
-0.23428750038146973,
0.20461386442184448,
0.005303078796714544,
-0.5016640424728394,
0.1856248527765274,
0.24969874322414398,
0.2551790475845337,
0.23037046194076538,
-0.00012611185957212,
-0.02657213993370533,
0.43591612577438354,
-0.13663461804389954,
-0.21735899150371552,
0.09907960146665573,
-0.45381733775138855,
-0.22302155196666718,
-0.16180525720119476,
-0.3308691084384918,
0.26596131920814514,
-0.19331668317317963,
0.1802407205104828,
0.323840856552124,
0.16279706358909607,
0.5249043107032776,
0.0954555943608284,
0.2440401166677475,
0.38326868414878845,
-0.017859237268567085,
0.029593100771307945,
-0.13988877832889557,
0.0056166257709264755,
0.2431163638830185,
0.1671782284975052,
-0.13129916787147522,
0.1934746950864792,
0.2265263795852661,
-0.020018387585878372,
0.0947977751493454,
0.24477297067642212,
0.0861290767788887,
0.22190184891223907,
-0.4831432104110718,
0.2752976417541504,
0.07405635714530945,
0.9506681561470032,
-0.3367392420768738,
-0.3953082859516144,
0.03425488620996475,
0.15370520949363708,
-0.034773070365190506,
0.21874181926250458,
-0.099344402551651,
-0.07661915570497513,
0.19270411133766174,
-0.07197420299053192,
-0.4454040825366974,
-0.2641426920890808,
0.2948848009109497,
-0.07054024189710617,
0.6482895016670227,
0.20047174394130707,
0.15319931507110596,
0.19431383907794952,
-0.03140757977962494,
0.30323439836502075,
0.12023264914751053,
-0.19725467264652252,
-0.0020124432630836964,
0.22401803731918335,
-0.2257651835680008,
-0.14258728921413422,
0.13211864233016968,
-0.0379859134554863,
0.09006581455469131,
-0.01583755388855934,
-0.08046350628137589,
-0.13139069080352783,
0.03180313482880592,
0.29774877429008484,
-0.02596493810415268,
-0.06394919008016586,
-0.13573496043682098,
0.5959559082984924,
0.43674686551094055,
0.13599742949008942,
-0.048465192317962646,
0.24673794209957123,
-0.5086387395858765,
-0.08417690545320511,
0.1293986737728119,
0.34106799960136414,
-0.06490349024534225,
-0.2402126044034958,
-0.33564913272857666,
0.007835861295461655,
-0.11449788510799408,
-0.14299891889095306,
0.24630418419837952,
-0.02480556257069111,
0.09816187620162964,
0.04909836873412132,
0.17633067071437836,
-0.05798278748989105,
-0.21415457129478455,
0.06570027768611908,
0.18284262716770172,
0.07344507426023483,
0.057135310024023056,
0.19777615368366241,
0.23205025494098663,
-0.05722038447856903,
-0.04420028626918793,
-0.3850718140602112,
-0.21327440440654755,
-0.27796652913093567,
0.06555203348398209,
0.07058897614479065,
-0.0053242649883031845,
-0.09221386909484863,
0.1173287108540535,
-0.07566904276609421,
-0.19583076238632202,
-0.17426012456417084,
0.3008241057395935,
-0.40433162450790405,
-0.19224658608436584,
-0.11433972418308258,
-0.0011618374846875668,
-0.22432498633861542,
-0.3667370080947876,
0.10750029236078262,
0.020169606432318687,
-0.3128475844860077,
-0.38990116119384766,
-0.0386798270046711,
-0.08722800016403198,
-0.3737507462501526,
-0.18148578703403473,
0.12546922266483307,
0.7528219223022461,
-0.547804594039917,
-0.2115304172039032,
-0.2793198823928833,
-0.21706360578536987,
0.0229441300034523,
0.2886826992034912,
-0.1325899362564087,
0.355358749628067,
-0.4054447412490845,
0.12954562902450562,
0.5153889656066895,
-0.41720595955848694,
-0.7371988892555237,
0.14467911422252655,
-0.005949511658400297,
-0.17724111676216125,
0.1121797114610672,
0.18504171073436737,
0.12485291063785553,
-0.21033638715744019,
-0.48660144209861755,
0.1159006804227829,
-0.016194337978959084,
0.06334975361824036,
-0.11062172800302505,
-0.5575137138366699,
0.34048396348953247,
0.05587378889322281,
0.2634512782096863,
0.23670977354049683,
0.4612346291542053,
-0.02078315056860447,
0.40657854080200195,
-0.060917750000953674,
0.10009647905826569,
0.38684046268463135,
0.47760462760925293,
0.04472369700670242,
0.23101188242435455,
0.08810830861330032,
-0.4134584963321686,
0.1487099677324295,
0.10350468009710312,
0.011276164092123508,
-0.3565671741962433,
-0.058216534554958344,
-0.4483054578304291,
-0.12142793834209442,
-0.26695287227630615,
0.014910997822880745,
-0.0321030467748642,
0.03158773109316826,
0.06054623797535896,
0.050100307911634445,
-0.14291372895240784,
0.04952221363782883,
-0.10356495529413223,
-0.019248774275183678,
0.08853587508201599,
0.5486965179443359,
-0.1757844090461731,
-0.09420827776193619,
0.15932513773441315,
0.12712052464485168,
0.2328130155801773,
-0.23036503791809082,
-0.1200086921453476,
0.40315645933151245,
-0.2489546537399292,
0.4772263467311859,
0.3295179009437561,
0.3072070777416229,
0.1701676994562149,
-0.4089677035808563,
0.29463326930999756,
0.45257726311683655,
0.012385381385684013,
0.05766318365931511,
-0.1450583040714264,
-0.1638091802597046,
0.07043614983558655,
0.24877507984638214,
0.059791628271341324,
0.0034617807250469923,
0.17701146006584167,
-0.25441309809684753,
0.05704602226614952,
-0.1840040236711502,
-0.30749696493148804,
-0.19615496695041656,
-0.09755850583314896,
-0.21416759490966797,
-0.027272913604974747,
0.19444504380226135,
0.5489948391914368,
-0.09812884032726288,
0.28541284799575806,
0.35374853014945984,
-0.013109739869832993,
-0.10599314421415329,
-0.18626995384693146,
0.635764479637146,
0.3474355638027191,
-0.06941094994544983,
-0.12815822660923004,
0.16235816478729248,
0.22493234276771545,
-0.10266336798667908,
0.28648045659065247,
0.11012420058250427,
-0.20345617830753326,
0.1419663429260254,
-0.08073266595602036,
-0.1086299791932106,
-0.025958780199289322,
0.0884377583861351,
0.14897747337818146,
0.33544468879699707,
-0.37482351064682007,
-0.013395250774919987,
-0.3511459529399872,
-0.48990026116371155,
-0.3558899760246277,
0.441150963306427,
-0.2762397229671478,
-0.3060372471809387,
-0.020847376435995102,
0.3651285767555237,
-0.1554071307182312,
0.12034914642572403,
0.14822910726070404,
0.3038352131843567,
0.05504976585507393,
-0.02162887528538704,
-0.3250444829463959,
-0.09326028823852539,
-0.16459864377975464,
-0.06291402131319046,
0.3674084544181824,
0.04796141758561134,
0.0950700119137764,
-0.59162437915802,
-0.08395662903785706,
-1.0300794839859009,
-0.0702776238322258,
0.06334797292947769,
0.16015973687171936,
0.14112570881843567,
0.21586062014102936,
0.39855504035949707,
0.16170738637447357,
-0.04133181273937225,
0.1102820336818695,
-0.2546851634979248,
0.14992427825927734,
-0.2434188425540924,
-0.1488884538412094,
0.13299167156219482,
0.002118634292855859,
-0.19312497973442078,
-0.5508334040641785,
-0.1271965652704239,
0.12041658908128738,
-0.06604320555925369,
0.08397466689348221,
-0.1132255420088768,
0.2934362292289734,
-0.2033243179321289,
0.20353226363658905,
-0.31172046065330505,
0.12898337841033936,
0.30970996618270874,
0.4342479705810547,
-0.057568907737731934,
-0.39680173993110657,
0.2718310058116913,
0.11638536304235458,
-0.0004383085179142654,
-0.04364712908864021,
-0.5142815113067627,
-0.19390657544136047,
0.011960371397435665,
0.24723488092422485,
-0.06327790021896362,
0.33591413497924805,
0.127275750041008,
0.13652300834655762,
0.03280305489897728,
0.0075828381814062595,
-0.2230253666639328,
-0.12423721700906754,
0.3777464032173157,
0.520142674446106,
0.5347802042961121,
0.42760178446769714,
-0.1535899043083191,
0.29141533374786377,
-0.18111543357372284,
0.048928748816251755,
0.3592681586742401,
-0.3136163055896759,
0.29624560475349426,
0.1020001545548439,
-0.21165485680103302,
0.1593257486820221,
-0.16497986018657684,
0.06634188443422318,
0.23455937206745148,
-0.09059426188468933,
-0.03904060646891594,
-0.041017692536115646,
-0.2618568539619446,
-0.3001764118671417,
-0.4504910409450531,
-0.21433275938034058,
0.5330836176872253,
0.25151848793029785,
0.28911787271499634,
0.04856680706143379,
-0.25025564432144165,
-0.19673889875411987,
0.4842901825904846,
0.38637104630470276,
0.03300630301237106,
0.11093560606241226,
0.26580050587654114,
-0.15296636521816254,
-0.49522146582603455,
0.2937280833721161,
0.10645055770874023,
0.3704388439655304,
-0.038792937994003296,
0.15758058428764343,
0.05357160419225693,
-0.12423102557659149,
0.5772592425346375,
-0.25392064452171326,
0.262244313955307,
0.06846269965171814,
0.45074281096458435,
0.23489026725292206,
-0.11901333183050156,
-0.12133472412824631,
0.2323833853006363,
0.27702853083610535,
0.04217662662267685,
-0.02322356402873993,
-0.27973607182502747,
0.4637604355812073,
0.3966560363769531,
-0.21983137726783752,
-0.16681525111198425,
0.035849012434482574,
-0.4945952892303467,
-0.54704749584198,
-0.1587895154953003,
-0.04642035439610481,
-0.12778396904468536,
-0.20640915632247925,
0.14717838168144226,
0.2195529341697693,
-0.40503695607185364,
-0.12163146585226059,
-0.07957884669303894,
0.347292423248291,
0.300415962934494,
-0.17565160989761353,
0.09633956104516983,
-0.11355027556419373,
0.04845411330461502,
0.20510469377040863,
0.0558822937309742,
-0.09086745977401733,
-0.04058195650577545,
-0.2574220299720764,
-0.09850940853357315,
0.31276774406433105,
-0.09704528003931046,
0.06236739084124565,
0.09622471034526825,
0.0905657634139061,
-0.03731317073106766,
-0.08231563866138458,
0.4640596807003021,
-0.10070344060659409,
-0.36376410722732544,
-0.30877920985221863,
0.3928529918193817,
-0.15189708769321442,
-0.1130242571234703,
0.3743217885494232,
0.2573767602443695,
-0.21761944890022278,
-0.12128637731075287,
-0.1908539980649948,
0.7290434837341309,
0.11899467557668686,
0.06081871688365936,
0.23246127367019653,
-0.10317418724298477,
0.39288628101348877,
0.044227249920368195,
0.18668611347675323,
-0.30729132890701294,
0.013565761037170887,
-0.12691695988178253,
0.0699344351887703,
-0.2178972363471985,
0.33583560585975647,
-0.13968196511268616,
0.5958755612373352,
0.026424305513501167,
0.019655028358101845,
0.12239381670951843,
0.4716736078262329,
-0.1609160304069519,
0.13476717472076416,
0.021792983636260033,
0.015530978329479694,
0.005871340166777372,
0.3723076283931732,
-0.20406055450439453,
-0.11127627640962601,
0.14040496945381165,
-0.21479563415050507,
-0.5518469214439392,
0.031219173222780228,
-0.21965742111206055,
0.25811779499053955,
-0.12952525913715363,
-0.2145424485206604,
0.2832956314086914,
0.22060951590538025,
0.23766228556632996,
0.05116924270987511,
-0.39729467034339905,
0.3764604330062866,
-0.16784760355949402,
-0.13425719738006592,
-0.016470445320010185,
0.42518648505210876,
-0.0932803824543953,
-0.1290360391139984,
-0.5057976841926575,
-0.06652598083019257,
-0.06338460743427277,
-0.4335304796695709,
0.035314057022333145,
-0.14364264905452728,
0.20739251375198364,
0.022326456382870674,
-0.2601279318332672,
-0.16098685562610626,
-0.2571827471256256,
-0.3202687203884125,
0.03219825029373169,
-0.15327489376068115,
0.2593228816986084,
0.2261020541191101,
-0.316619336605072,
-0.09971170127391815,
0.022773170843720436,
0.3828010857105255,
-0.3625805079936981,
-0.17836692929267883,
0.7151680588722229,
0.2753102481365204,
0.03418821468949318,
-0.2545824944972992,
-0.10986510664224625,
-0.2667807340621948,
-0.5026061534881592,
0.27748429775238037,
0.028332507237792015,
0.29766735434532166,
-0.14774788916110992,
0.39149779081344604,
-0.028154972940683365,
0.30121588706970215,
-0.3247285485267639,
-0.4623773992061615,
-0.11381509900093079,
0.16309432685375214,
0.30290424823760986,
0.20989947021007538,
-0.11545772105455399,
-0.12089484930038452,
0.27442795038223267,
-0.7727938294410706,
-0.17107383906841278,
0.17007610201835632,
0.10759072750806808,
-0.14919212460517883,
0.6299341917037964,
0.26350003480911255,
0.12232654541730881,
0.04820310324430466,
-0.015293199568986893,
-0.08896017074584961,
0.1578662395477295,
0.010766195133328438,
-0.1816479116678238,
0.19983696937561035,
-0.10187239944934845,
-0.3029545843601227,
-0.04351220279932022,
-0.3821089565753937,
-0.09147949516773224,
0.08920791000127792,
-0.07049355655908585,
0.19082915782928467,
-0.09541057795286179,
0.15955686569213867,
0.24074040353298187,
-0.2178862988948822,
-0.15271393954753876,
0.169992133975029,
0.15817467868328094,
0.6770747900009155,
0.022498516365885735,
0.5906766653060913,
0.07154599577188492,
0.20816382765769958,
0.1268259733915329,
-0.027211498469114304,
-0.01181053463369608,
-0.09028299152851105,
0.28888845443725586,
-0.14998121559619904,
0.01815642975270748,
0.11296316236257553,
0.04991399124264717,
0.560686469078064,
-0.32442954182624817,
-0.13889186084270477,
0.17533035576343536,
0.010301269590854645,
-0.3160128891468048,
-0.2641209363937378,
0.058589473366737366,
-0.10670562088489532,
-0.0889442190527916,
0.058198802173137665,
0.20039530098438263,
-0.17897842824459076,
0.2719348669052124,
0.13728077709674835,
0.546057403087616,
-0.21839801967144012,
-0.0025363839231431484,
0.18309982120990753,
0.08392340689897537,
0.06388091295957565,
-0.12889476120471954,
-0.019583914428949356,
0.1315479576587677,
0.20454280078411102,
-0.20311109721660614,
-0.1803327202796936,
0.051329679787158966,
0.29134970903396606,
-0.11827883124351501,
-0.3024703562259674,
0.035025592893362045,
-0.17569604516029358,
-0.005463873501867056,
-0.03317403420805931,
0.16363222897052765,
-0.03540531173348427,
0.009117371402680874,
0.01762905903160572,
-0.26699501276016235,
0.35068413615226746,
0.30317720770835876,
-0.13725876808166504,
-0.07526680082082748,
-0.26413944363594055,
-0.18474850058555603,
0.15260687470436096,
-0.10084047168493271,
-0.18651150166988373,
-0.14940093457698822,
0.11718849837779999,
-0.028191130608320236,
0.002057765843346715,
0.0397116057574749,
-0.18667078018188477,
0.3073958456516266,
-0.21392737329006195,
0.06510602682828903,
0.11433253437280655,
0.0419493168592453,
0.24956625699996948,
0.3084131181240082,
0.39768072962760925,
0.20473052561283112,
0.19327320158481598,
0.035363949835300446,
-0.05166596174240112,
-0.12821193039417267,
0.13006708025932312,
-0.03421638533473015,
0.0622275173664093,
0.014437636360526085,
0.18516603112220764,
0.06520704180002213,
0.012953126803040504,
-0.27338048815727234,
0.0699007511138916,
0.006742264609783888,
-0.05967138335108757,
0.13539771735668182,
-0.13592487573623657,
-0.1752942055463791,
-0.39133888483047485,
0.12473411113023758,
-0.2187497764825821,
-0.22545139491558075,
0.29532381892204285,
-0.03707151114940643,
0.02952703833580017,
0.015936806797981262,
-0.013718478381633759,
-0.06351848691701889,
0.35649242997169495,
0.3876613676548004,
0.2662048935890198,
-0.2750083804130554,
-0.3162679672241211,
-0.65080726146698,
0.05280478671193123,
-0.011517965234816074,
-0.04638003930449486,
-0.07172489166259766,
0.03461252152919769,
-0.4731673300266266,
-0.20583581924438477,
0.6622770428657532,
0.3213903307914734,
0.06575652956962585,
0.09412508457899094,
-0.008842984214425087,
-0.2726204991340637,
-0.06663316488265991,
0.42154228687286377,
-0.050357524305582047,
-0.3091486990451813,
0.13691620528697968,
-0.287855863571167,
-0.12077044695615768,
0.02656024694442749,
-0.16040809452533722,
-0.08961186558008194,
-0.16394318640232086,
0.4298083782196045,
-0.0328952819108963,
0.3747122585773468,
-0.14140871167182922,
-0.2511020600795746,
-0.47560831904411316,
-0.3053548038005829,
-0.23962076008319855,
0.23572492599487305,
-0.06467919051647186,
0.04014834761619568,
0.04801248013973236,
0.3212939202785492,
-0.4206642210483551,
0.11668400466442108,
-0.11588837206363678,
0.2996492087841034,
-0.1811910718679428,
0.07390104979276657,
-0.05502083897590637,
0.12777797877788544,
0.36258745193481445,
-0.1197773888707161,
-0.14244064688682556,
0.0054810671135783195,
-0.30370885133743286,
-0.06947874277830124,
0.3491155505180359,
0.0033645578660070896,
-0.13482137024402618,
-0.17449747025966644,
0.36340904235839844,
-0.06513108313083649,
-0.03283433988690376,
-0.28938525915145874,
0.02067321166396141,
0.1345507651567459,
0.2909768223762512,
0.008132985793054104,
-0.010698310099542141,
-0.08476963639259338,
0.09847964346408844,
0.18471646308898926,
-0.013101622462272644,
0.21958015859127045,
-0.32085275650024414,
-0.07768519222736359,
-0.050571903586387634
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | It would be nice to update the urls indeed !
To do this, you just need to replace the urls in `iwslt2017.py` and then update the dataset_infos.json file with
```
datasets-cli test ./datasets/iwslt2017 --all_configs --save_infos --ignore_verifications
``` | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 37 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
It would be nice to update the urls indeed !
To do this, you just need to replace the urls in `iwslt2017.py` and then update the dataset_infos.json file with
```
datasets-cli test ./datasets/iwslt2017 --all_configs --save_infos --ignore_verifications
``` | [
-0.2658805549144745,
0.12000533193349838,
-0.08369525521993637,
-0.10603183507919312,
-0.05615135282278061,
0.013199212029576302,
0.11352710425853729,
0.3138657808303833,
0.1883038729429245,
-0.06657436490058899,
0.09627290070056915,
0.04737386107444763,
0.2630380690097809,
0.2957362234592438,
0.04103117436170578,
0.008764415979385376,
0.09777097404003143,
-0.01205981895327568,
-0.2833591103553772,
0.04775657132267952,
-0.40100669860839844,
0.18544788658618927,
-0.31265321373939514,
-0.09356336295604706,
-0.060168296098709106,
0.12591511011123657,
-0.3016752004623413,
0.11546804755926132,
-0.02810240536928177,
-0.6263320446014404,
0.2720077633857727,
0.39135509729385376,
0.316203236579895,
0.18803848326206207,
-0.00011581882426980883,
-0.12189774960279465,
0.37693190574645996,
-0.13698261976242065,
-0.29844462871551514,
0.043583862483501434,
-0.6287522315979004,
-0.34503620862960815,
-0.136073499917984,
-0.27005264163017273,
0.22668245434761047,
-0.3958936333656311,
0.06924925744533539,
0.2054874300956726,
0.19028939306735992,
0.5130622386932373,
0.18357783555984497,
0.3192787170410156,
0.2641102373600006,
-0.06364017724990845,
-0.05983265861868858,
-0.022595025599002838,
0.0009520212188363075,
0.07057090103626251,
0.27307429909706116,
-0.11857377737760544,
0.24921216070652008,
0.27153873443603516,
-0.015235495753586292,
0.010092646814882755,
0.2788780629634857,
-0.07894624024629593,
0.24028842151165009,
-0.4742940366268158,
0.18148991465568542,
-0.022434771060943604,
0.8869273662567139,
-0.3021599054336548,
-0.4625473916530609,
0.13100701570510864,
0.08093282580375671,
-0.016342366114258766,
0.06076431646943092,
-0.07973740249872208,
-0.12188952416181564,
0.23704251646995544,
-0.17270158231258392,
-0.4722522497177124,
-0.24646338820457458,
0.3339925706386566,
0.1414070725440979,
0.6231669187545776,
0.16158626973628998,
0.1888067126274109,
0.1574321687221527,
-0.10412226617336273,
0.2951928377151489,
0.030480964109301567,
-0.23201867938041687,
0.025493381544947624,
-0.007401750888675451,
-0.29575446248054504,
-0.08897018432617188,
0.04689449071884155,
0.008447567000985146,
0.2330872267484665,
-0.06862419843673706,
0.036283526569604874,
-0.15879830718040466,
-0.0047763013280928135,
0.2110501378774643,
0.04062695801258087,
0.19618120789527893,
-0.008839071728289127,
0.4371441900730133,
0.6046850085258484,
0.13065029680728912,
-0.04187386855483055,
0.20249025523662567,
-0.37945958971977234,
-0.26450783014297485,
0.19085551798343658,
0.22636668384075165,
-0.1044934019446373,
-0.10375998914241791,
-0.2227146476507187,
0.044198110699653625,
-0.12683460116386414,
-0.04760095849633217,
0.27714434266090393,
-0.19586220383644104,
0.2930210530757904,
0.16149286925792694,
0.12689878046512604,
-0.02205580472946167,
-0.28483548760414124,
-0.001829218934290111,
0.07699742913246155,
0.043014731258153915,
0.1160067766904831,
0.19619648158550262,
0.3151428997516632,
0.14336131513118744,
-0.09620027244091034,
-0.30949780344963074,
-0.1295166164636612,
-0.15711592137813568,
0.22096863389015198,
0.1312754601240158,
0.04915527254343033,
-0.12159565836191177,
0.2386569380760193,
-0.04399675503373146,
-0.0227946937084198,
-0.1235121414065361,
0.2856397032737732,
-0.25184014439582825,
-0.20539899170398712,
-0.19395899772644043,
0.09601236134767532,
-0.1884029060602188,
-0.38777580857276917,
0.053603604435920715,
-0.05624817684292793,
-0.25817418098449707,
-0.3503616154193878,
0.01418300624936819,
-0.04623366892337799,
-0.3027746081352234,
-0.16214348375797272,
0.18414047360420227,
0.5909864902496338,
-0.45617392659187317,
-0.12290928512811661,
-0.1829647719860077,
-0.2061738669872284,
0.07107765972614288,
0.1980036050081253,
-0.19202890992164612,
0.17155827581882477,
-0.14588181674480438,
0.0955500453710556,
0.5259146690368652,
-0.44132041931152344,
-0.5953447818756104,
0.2981189489364624,
0.08023840188980103,
-0.13559330999851227,
0.0588277131319046,
0.21661904454231262,
0.026302848011255264,
-0.22332124412059784,
-0.5292848944664001,
0.14463168382644653,
-0.00348890689201653,
0.11471431702375412,
-0.2648129165172577,
-0.5547558069229126,
0.26284560561180115,
0.05571214109659195,
0.09343793988227844,
0.14743079245090485,
0.2381831705570221,
0.12809482216835022,
0.5918654203414917,
-0.08849985897541046,
0.12062101066112518,
0.2447381615638733,
0.4602721333503723,
0.21887561678886414,
0.218059241771698,
0.13071659207344055,
-0.31531649827957153,
0.17674222588539124,
0.10156234353780746,
0.04564004763960838,
-0.346079558134079,
-0.15676674246788025,
-0.4196774959564209,
-0.06200408563017845,
-0.27418142557144165,
-0.21610605716705322,
0.06592004001140594,
0.15835997462272644,
0.12440723925828934,
-0.12132499366998672,
-0.25502336025238037,
0.1691548079252243,
-0.20958785712718964,
-0.012071695178747177,
-0.016605988144874573,
0.4373680651187897,
-0.17229920625686646,
0.03742633014917374,
0.08343730866909027,
0.06163128837943077,
0.18083620071411133,
-0.25042271614074707,
-0.25792843103408813,
0.6097425222396851,
-0.21468780934810638,
0.2997119724750519,
0.4298553764820099,
0.14924383163452148,
0.1207442656159401,
-0.32507357001304626,
0.2012680619955063,
0.4072023630142212,
-0.008944039233028889,
0.17078696191310883,
-0.0672067180275917,
-0.18609236180782318,
-0.021303026005625725,
0.40604227781295776,
0.09327361732721329,
-0.000435633584856987,
0.170274019241333,
-0.22491759061813354,
-0.08091799169778824,
-0.2327185571193695,
-0.2935730814933777,
-0.19630597531795502,
-0.25872889161109924,
-0.17212407290935516,
0.048945456743240356,
0.24774324893951416,
0.4090799391269684,
-0.09536679834127426,
0.057670366019010544,
0.3085024654865265,
0.06544587016105652,
-0.097014419734478,
-0.11723148077726364,
0.6027166843414307,
0.33529138565063477,
-0.05267220735549927,
-0.24764108657836914,
0.14538170397281647,
0.2162245213985443,
-0.09102603048086166,
0.2975563406944275,
0.13904346525669098,
-0.08562647551298141,
0.040194071829319,
-0.04819018021225929,
-0.08746516704559326,
0.01829375885426998,
-0.023771749809384346,
0.15000902116298676,
0.37714096903800964,
-0.28762751817703247,
-0.032311081886291504,
-0.399088054895401,
-0.5441098809242249,
-0.2596682608127594,
0.2256847470998764,
-0.17870672047138214,
-0.3382887542247772,
0.03403535112738609,
0.2766570746898651,
-0.1662929356098175,
0.2912936210632324,
0.08308803290128708,
0.2072327733039856,
-0.029842114076018333,
0.12574157118797302,
-0.2831583023071289,
-0.1041707918047905,
-0.19878385961055756,
-0.005161008331924677,
0.3439476788043976,
0.08792643249034882,
0.12586131691932678,
-0.5627508163452148,
-0.11831718683242798,
-0.8395565748214722,
-0.05981696397066116,
-0.10804901272058487,
0.17963285744190216,
0.11238235235214233,
0.2555806338787079,
0.4747667610645294,
0.24107427895069122,
-0.11113201826810837,
0.22540384531021118,
-0.16849179565906525,
0.23131653666496277,
-0.3595501780509949,
-0.08880799263715744,
0.0528104268014431,
-0.031606290489435196,
-0.33740970492362976,
-0.4721330404281616,
-0.2592509388923645,
0.09980617463588715,
-0.08830992132425308,
0.1336275041103363,
-0.08369439840316772,
0.31514063477516174,
-0.25616690516471863,
0.03327626734972,
-0.24387776851654053,
0.07641991227865219,
0.1267908215522766,
0.38049229979515076,
-0.18305553495883942,
-0.40394115447998047,
0.17340070009231567,
0.14668932557106018,
0.16304035484790802,
-0.1210625097155571,
-0.44600367546081543,
-0.21272294223308563,
0.05249752104282379,
0.1790831983089447,
-0.08791133016347885,
0.314551442861557,
0.08667057752609253,
0.077389195561409,
-0.060098834335803986,
-0.06049508973956108,
-0.128368079662323,
-0.14227063953876495,
0.25201717019081116,
0.6086519360542297,
0.39903607964515686,
0.36536023020744324,
-0.014084515161812305,
0.27532899379730225,
-0.0019121847581118345,
-0.033154841512441635,
0.2885209321975708,
-0.2751230001449585,
0.2634463906288147,
0.18126623332500458,
-0.347300261259079,
0.05998614430427551,
-0.13477803766727448,
0.13231490552425385,
0.18093638122081757,
-0.06346847862005234,
0.047193534672260284,
-0.08346763253211975,
-0.22229157388210297,
-0.2062917798757553,
-0.39798763394355774,
-0.1004895567893982,
0.47657424211502075,
0.26363715529441833,
0.3525410592556,
0.0868993028998375,
-0.35353267192840576,
-0.10680024325847626,
0.40277817845344543,
0.3336626887321472,
-0.003547343658283353,
0.0683814063668251,
0.02287719026207924,
-0.18783383071422577,
-0.38917410373687744,
0.37389233708381653,
0.11542152613401413,
0.3910483121871948,
0.12191223353147507,
0.08707483112812042,
0.007919231429696083,
-0.11955848336219788,
0.6106873750686646,
-0.42539215087890625,
0.10430141538381577,
0.04889028146862984,
0.4268632233142853,
-0.11183664947748184,
-0.14188452064990997,
-0.04117115959525108,
0.25487855076789856,
0.2616056799888611,
0.09716420620679855,
0.037443868815898895,
-0.3399624824523926,
0.3474554717540741,
0.3804398775100708,
-0.2724182903766632,
-0.18041165173053741,
0.12989337742328644,
-0.40395209193229675,
-0.6693723797798157,
-0.26169681549072266,
-0.13124121725559235,
-0.11883137375116348,
-0.12768352031707764,
0.1464577317237854,
0.33425360918045044,
-0.13443870842456818,
-0.10071893781423569,
0.1044345423579216,
0.19179943203926086,
0.5774639248847961,
-0.08427010476589203,
-0.035393308848142624,
-0.13077670335769653,
0.16267679631710052,
0.17191743850708008,
-0.048526305705308914,
-0.1981225162744522,
-0.21730796992778778,
-0.12125623226165771,
0.03168170899152756,
0.2801327705383301,
-0.03378404676914215,
0.07147221267223358,
0.17536626756191254,
0.18171800673007965,
0.02641555853188038,
0.14698870480060577,
0.512702465057373,
-0.1981014907360077,
-0.2774859070777893,
-0.5861621499061584,
0.38410505652427673,
-0.18134431540966034,
-0.09580940753221512,
0.3464314937591553,
0.09816265851259232,
-0.14926961064338684,
-0.012950204312801361,
0.004845728166401386,
0.6299363374710083,
0.2925107479095459,
0.05223529785871506,
0.2048245519399643,
-0.028599349781870842,
0.5659812688827515,
0.005944146774709225,
0.12678711116313934,
-0.3390860855579376,
-0.03208020329475403,
-0.028711557388305664,
0.12288275361061096,
-0.11938177049160004,
0.2378741055727005,
-0.14340582489967346,
0.5463699102401733,
-0.007888775318861008,
-0.09309295564889908,
0.14643780887126923,
0.48807886242866516,
-0.14451280236244202,
-0.023282155394554138,
-0.1062283143401146,
0.13166455924510956,
-0.04818878322839737,
0.33458852767944336,
-0.09512051939964294,
-0.12213005125522614,
0.0724354088306427,
-0.15104436874389648,
-0.42896753549575806,
0.10747352987527847,
-0.32212239503860474,
0.28529590368270874,
-0.12694606184959412,
0.1787615567445755,
0.20977993309497833,
0.2306777834892273,
0.20536144077777863,
0.1746482402086258,
-0.28706252574920654,
0.3699124753475189,
-0.07072488218545914,
-0.10918945074081421,
0.026630491018295288,
0.3230382800102234,
-0.04753652587532997,
-0.22592508792877197,
-0.5937910676002502,
-0.09512925148010254,
0.016321148723363876,
-0.2901431620121002,
0.1625813990831375,
-0.27025601267814636,
0.3704391419887543,
-0.11172428727149963,
-0.28160712122917175,
-0.05532876402139664,
-0.26417362689971924,
-0.2904842793941498,
0.09573212265968323,
-0.20688901841640472,
0.07486401498317719,
0.34295669198036194,
-0.20374880731105804,
-0.08319594711065292,
0.022618122398853302,
0.3929961621761322,
-0.3618122339248657,
-0.1502797156572342,
0.65127032995224,
0.2463867962360382,
0.1058228388428688,
-0.3233751356601715,
-0.07398682832717896,
-0.21347855031490326,
-0.5588197112083435,
0.1342838704586029,
0.12847360968589783,
0.25659555196762085,
-0.107633575797081,
0.581569254398346,
0.0690360888838768,
0.3135824203491211,
-0.20300301909446716,
-0.4405825734138489,
-0.17726287245750427,
0.1600170135498047,
0.33162471652030945,
0.20191818475723267,
-0.20396511256694794,
-0.11003627628087997,
0.10436714440584183,
-0.6226142048835754,
-0.26353707909584045,
0.07137274742126465,
0.07973267138004303,
-0.08309304714202881,
0.5312469601631165,
0.2811521589756012,
0.23593251407146454,
0.024613184854388237,
0.03060457482933998,
-0.11118058860301971,
0.0029792357236146927,
-0.08183316886425018,
-0.29523685574531555,
0.14336824417114258,
-0.007805350236594677,
-0.3700469732284546,
-0.06790187209844589,
-0.3382745683193207,
-0.11101450771093369,
0.012249433435499668,
-0.23593708872795105,
0.13236625492572784,
-0.09913604706525803,
0.32746127247810364,
0.12898744642734528,
-0.2455887347459793,
-0.07980894297361374,
0.22458739578723907,
0.24560761451721191,
0.6195130348205566,
0.08936916291713715,
0.5125225782394409,
0.03438367694616318,
0.03445395082235336,
0.19035227596759796,
0.01265837624669075,
-0.10680809617042542,
0.040170371532440186,
0.2409956008195877,
-0.06359199434518814,
0.12474818527698517,
0.2878764867782593,
0.14643916487693787,
0.7235215306282043,
-0.1657291203737259,
-0.10740341991186142,
0.17831367254257202,
0.10752367973327637,
-0.24221500754356384,
-0.1480085253715515,
0.11442309617996216,
-0.06034290790557861,
-0.15104299783706665,
0.0507805198431015,
0.1459885537624359,
-0.2648044228553772,
0.32087039947509766,
0.13633011281490326,
0.41056036949157715,
-0.20913612842559814,
0.13901442289352417,
0.23261180520057678,
-0.04021943733096123,
0.010630165226757526,
-0.26072272658348083,
-0.01652519404888153,
0.14342549443244934,
0.0729607343673706,
-0.25908544659614563,
0.0021658679470419884,
0.13597235083580017,
0.22145289182662964,
-0.12562312185764313,
-0.20924511551856995,
0.12441731989383698,
-0.3079874515533447,
0.05313260108232498,
-0.0780404806137085,
0.15386919677257538,
0.09310004115104675,
0.06300850957632065,
-0.08376920968294144,
-0.1868070513010025,
0.4469355046749115,
0.3637336492538452,
-0.2284594178199768,
-0.33118563890457153,
-0.20893381536006927,
-0.24581636488437653,
-0.010843361727893353,
-0.13134828209877014,
-0.2673427164554596,
-0.042036160826683044,
0.02086891606450081,
-0.06512359529733658,
-0.2304663360118866,
-0.0795351043343544,
-0.1641404777765274,
0.34429898858070374,
-0.19868743419647217,
-0.03406976908445358,
0.3539012372493744,
0.019296862185001373,
0.29357871413230896,
0.1662086546421051,
0.38901326060295105,
0.30316758155822754,
0.282559871673584,
0.13414084911346436,
-0.07474729418754578,
-0.07643760740756989,
0.13276486098766327,
-0.0515592023730278,
0.048522938042879105,
-0.016899313777685165,
0.22574810683727264,
0.1243709847331047,
-0.06338892132043839,
-0.2191685289144516,
-0.01885318011045456,
0.13394415378570557,
0.006630630698055029,
0.2588454782962799,
0.02742087095975876,
-0.09826378524303436,
-0.37974342703819275,
0.14979787170886993,
-0.25671541690826416,
-0.26852238178253174,
0.25296977162361145,
-0.05819776654243469,
0.07543090730905533,
-0.05420568585395813,
0.04560663551092148,
-0.20225366950035095,
0.5885546207427979,
0.2964640259742737,
-0.017519665881991386,
-0.24980619549751282,
-0.32371410727500916,
-0.6692290902137756,
-0.02962692640721798,
0.11074306815862656,
-0.1353234201669693,
-0.1589663028717041,
0.04063744843006134,
-0.368536114692688,
-0.1781417429447174,
0.4535005986690521,
0.06763811409473419,
0.07679831236600876,
0.2088019996881485,
-0.07425444573163986,
-0.16036982834339142,
-0.14252962172031403,
0.5685745477676392,
0.1327403336763382,
-0.2423030585050583,
0.08433782309293747,
-0.3750147819519043,
-0.030934931710362434,
0.02488817647099495,
-0.2898809015750885,
0.08561429381370544,
-0.26521778106689453,
0.3958437442779541,
0.015682784840464592,
0.32008594274520874,
-0.21069589257240295,
-0.2838002145290375,
-0.5346638560295105,
-0.3248727321624756,
-0.250556617975235,
0.2824268639087677,
-0.04688720777630806,
0.19868692755699158,
0.05518774688243866,
0.3310994505882263,
-0.4635559916496277,
-0.026252759620547295,
-0.16265302896499634,
0.05886198952794075,
-0.12975279986858368,
0.04317926988005638,
0.06070553511381149,
0.061632461845874786,
0.307537704706192,
-0.07340927422046661,
-0.18371786177158356,
0.0640983060002327,
-0.29047250747680664,
-0.10001329332590103,
0.6150926947593689,
-0.05457906052470207,
-0.1901322901248932,
-0.17686791718006134,
0.28433266282081604,
-0.15286050736904144,
-0.11105207353830338,
-0.2704387605190277,
0.003038408001884818,
0.15680362284183502,
0.3058634400367737,
-0.024373942986130714,
0.1428261399269104,
-0.15863555669784546,
0.12436944246292114,
0.08337775617837906,
-0.015175018459558487,
0.1502653956413269,
-0.34175997972488403,
-0.12324248254299164,
-0.023544849827885628
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | Is this a command to update my local files or fix the file Github repo in general? (I am not so familiar with the datasets-cli command here)
I also took a brief look at the **Sharing your dataset** section, looks like I could fix that locally and push it to the repo? I guess we are "canonical" category? | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 58 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
Is this a command to update my local files or fix the file Github repo in general? (I am not so familiar with the datasets-cli command here)
I also took a brief look at the **Sharing your dataset** section, looks like I could fix that locally and push it to the repo? I guess we are "canonical" category? | [
-0.3287453353404999,
0.22784507274627686,
0.017168324440717697,
-0.1485101282596588,
-0.027821384370326996,
0.12953564524650574,
0.2159445583820343,
0.4029396176338196,
0.1252269148826599,
-0.053337108343839645,
0.1292184740304947,
-0.14838309586048126,
0.36618125438690186,
0.16260384023189545,
0.09307075291872025,
0.03713453188538551,
0.08825885504484177,
0.11645888537168503,
-0.1444554626941681,
-0.13932114839553833,
-0.27356457710266113,
0.051936592906713486,
-0.11367176473140717,
0.08188731223344803,
-0.09425310790538788,
0.007792002521455288,
-0.20590034127235413,
0.15307773649692535,
-0.12789656221866608,
-0.47731834650039673,
0.37348487973213196,
0.3872338533401489,
0.25811320543289185,
0.12172243744134903,
-0.0001211941271321848,
0.03537033870816231,
0.4054264724254608,
-0.0881667360663414,
-0.3705861270427704,
0.07656817138195038,
-0.5739340782165527,
-0.4313013553619385,
-0.06114557385444641,
-0.25805872678756714,
0.18879647552967072,
-0.12985390424728394,
0.20988741517066956,
0.08114994317293167,
0.116273894906044,
0.42627856135368347,
0.13024550676345825,
0.22306261956691742,
0.3262276351451874,
-0.07375673949718475,
0.14890903234481812,
0.16815577447414398,
-0.013227922841906548,
0.37210169434547424,
0.4372788965702057,
-0.10926595330238342,
0.08603449910879135,
0.15340034663677216,
-0.08409112691879272,
0.21245373785495758,
0.3541407883167267,
0.04954101890325546,
0.4574347734451294,
-0.4048508405685425,
0.22344137728214264,
0.032490089535713196,
0.8967598080635071,
-0.4227745234966278,
-0.3420688211917877,
0.0872575044631958,
0.009537412784993649,
-0.08982212096452713,
0.1586158126592636,
0.08596713840961456,
-0.20028458535671234,
0.2778533101081848,
-0.18046912550926208,
-0.36041519045829773,
-0.159127339720726,
0.3106374144554138,
-0.08730840682983398,
0.5873485207557678,
0.10104735195636749,
0.20822302997112274,
0.10319477319717407,
-0.05715559050440788,
-0.12740188837051392,
0.045968927443027496,
-0.22257256507873535,
0.07417739927768707,
0.11822459101676941,
-0.20777994394302368,
-0.12128562480211258,
-0.10250841081142426,
0.10666414350271225,
0.15324881672859192,
-0.1984606236219406,
-0.03694326803088188,
-0.1734643578529358,
0.07187692075967789,
0.4032159447669983,
-0.03816511854529381,
0.045720845460891724,
0.15480776131153107,
0.5666857361793518,
0.4230884313583374,
0.01126641035079956,
-0.01790589652955532,
0.14707152545452118,
-0.29796966910362244,
-0.09772755950689316,
0.15507705509662628,
0.4336485266685486,
-0.3121050298213959,
-0.2366572618484497,
-0.10287865251302719,
0.12710149586200714,
-0.11445926874876022,
-0.0768236368894577,
0.1278252750635147,
-0.16138380765914917,
0.23570412397384644,
-0.12471795827150345,
0.047526177018880844,
-0.10263074189424515,
-0.3002571761608124,
0.04272519797086716,
-0.033479128032922745,
0.13293609023094177,
0.11830868571996689,
0.012096179649233818,
0.07080413401126862,
0.051775213330984116,
-0.08319638669490814,
-0.01215988490730524,
-0.179164856672287,
-0.2284107208251953,
0.1644672453403473,
-0.12868832051753998,
0.26661279797554016,
-0.22456124424934387,
0.26760977506637573,
0.1448451578617096,
-0.32326796650886536,
-0.28282880783081055,
0.29157280921936035,
-0.28825095295906067,
-0.3567066490650177,
-0.3281008303165436,
0.03651995584368706,
-0.07125548273324966,
-0.17584045231342316,
-0.03245565667748451,
-0.21059542894363403,
-0.15741676092147827,
-0.2907339930534363,
0.07414766401052475,
0.00988362543284893,
-0.1292327344417572,
-0.18717022240161896,
0.19530652463436127,
0.5042911171913147,
-0.6066139936447144,
-0.16143931448459625,
-0.23137220740318298,
-0.08165083825588226,
0.2087164968252182,
0.337812602519989,
-0.2769352197647095,
0.16993941366672516,
-0.1460844874382019,
0.02779608592391014,
0.5927786827087402,
-0.5152542591094971,
-0.6871724128723145,
0.2041897475719452,
-0.013071234337985516,
-0.22991757094860077,
-0.021409355103969574,
0.25202205777168274,
0.12314943969249725,
-0.34529927372932434,
-0.4743501842021942,
0.08463044464588165,
-0.12905636429786682,
0.09958650916814804,
-0.29557904601097107,
-0.541689395904541,
0.16250720620155334,
0.1816476583480835,
0.046931784600019455,
0.18216048181056976,
0.39928361773490906,
0.17664067447185516,
0.327217161655426,
0.05881964787840843,
0.2011159509420395,
0.21156004071235657,
0.5126591324806213,
0.13144929707050323,
0.15330782532691956,
0.22320392727851868,
-0.29432186484336853,
0.14696624875068665,
0.2489130049943924,
0.09496251493692398,
-0.32205891609191895,
-0.2608610987663269,
-0.4123024344444275,
-0.10208145529031754,
-0.3485298454761505,
-0.09098029881715775,
-0.017982568591833115,
0.18075767159461975,
0.11647820472717285,
-0.11034761369228363,
-0.3459632992744446,
0.30937904119491577,
-0.47632360458374023,
0.074525848031044,
0.23373128473758698,
0.575588047504425,
-0.16952720284461975,
-0.019682014361023903,
0.052026987075805664,
0.13012906908988953,
0.06396722793579102,
-0.278501957654953,
-0.21435098350048065,
0.5593363046646118,
-0.3127244710922241,
0.2341470569372177,
0.43990349769592285,
0.3117653429508209,
0.19402199983596802,
-0.32022225856781006,
0.11191115528345108,
0.2882172465324402,
-0.022600756958127022,
0.14902882277965546,
-0.1741977035999298,
-0.19895698130130768,
0.05765161290764809,
0.17081254720687866,
-0.06553325057029724,
0.003127613803371787,
0.27498582005500793,
-0.0832783579826355,
-0.1410723179578781,
-0.16225174069404602,
-0.29216083884239197,
-0.02503085695207119,
-0.041508160531520844,
-0.04536396265029907,
-0.06046881154179573,
0.17856718599796295,
0.544022798538208,
-0.12384218722581863,
0.11657404154539108,
0.3003474175930023,
0.09525841474533081,
-0.059688519686460495,
-0.10998892039060593,
0.5564720034599304,
0.3104230761528015,
-0.1512850672006607,
-0.1697162240743637,
0.17909924685955048,
0.057859983295202255,
-0.03731032833456993,
0.04659981653094292,
0.19252844154834747,
-0.1200713962316513,
0.010961417108774185,
-0.04682623967528343,
-0.03721469268202782,
0.16952043771743774,
0.15831899642944336,
0.14741253852844238,
0.4839599132537842,
-0.24621880054473877,
-0.013301623053848743,
-0.36648669838905334,
-0.5353518128395081,
-0.3251514434814453,
0.3189968466758728,
-0.3790270984172821,
-0.18590866029262543,
-0.04210619255900383,
0.17874294519424438,
-0.21071653068065643,
0.19015724956989288,
0.2043236941099167,
0.3172186315059662,
-0.07883144915103912,
0.0009448581840842962,
-0.17194196581840515,
-0.23169420659542084,
-0.3306143283843994,
-0.05193208530545235,
0.44438037276268005,
-0.041708964854478836,
0.1766374111175537,
-0.650973379611969,
-0.10975532233715057,
-1.0360772609710693,
-0.01683078519999981,
-0.04611537232995033,
0.2316710352897644,
0.11536730825901031,
0.1593005359172821,
0.45374587178230286,
-0.016383178532123566,
-0.17074242234230042,
0.2607429623603821,
-0.040194470435380936,
0.21494656801223755,
-0.3174862563610077,
-0.17299944162368774,
0.016753269359469414,
0.04561341553926468,
-0.13505814969539642,
-0.5641144514083862,
-0.34118160605430603,
0.16009661555290222,
0.02410096488893032,
0.1449771374464035,
-0.05096200108528137,
0.043548714369535446,
-0.19061419367790222,
0.13581953942775726,
-0.2904106080532074,
0.15606611967086792,
-0.010705297812819481,
0.2633078694343567,
-0.14436374604701996,
-0.40140819549560547,
0.1329774558544159,
0.30288997292518616,
0.04684792086482048,
0.06647847592830658,
-0.5709304809570312,
-0.25964638590812683,
0.03024473413825035,
0.4149636924266815,
0.1201113760471344,
0.2456102967262268,
0.17481328547000885,
-0.0011633592657744884,
0.03836889937520027,
0.0454275868833065,
-0.1914304941892624,
-0.09535160660743713,
0.5123044848442078,
0.341705322265625,
0.4293990731239319,
0.3754684329032898,
-0.10853096097707748,
0.5380150079727173,
0.06281949579715729,
-0.12036684900522232,
0.25916242599487305,
-0.16261260211467743,
0.30612146854400635,
-0.00029604125302284956,
-0.29318198561668396,
0.195602685213089,
-0.1550557017326355,
-0.06570084393024445,
0.4099549949169159,
0.08926016837358475,
-0.03657505288720131,
-0.07392531633377075,
-0.18106764554977417,
-0.2698781490325928,
-0.4921988248825073,
-0.16279391944408417,
0.4599233567714691,
0.25769010186195374,
0.2941863536834717,
-0.13777349889278412,
-0.2924903929233551,
-0.16970504820346832,
0.40241095423698425,
0.6239660382270813,
-0.12354796379804611,
0.2065497189760208,
0.11472894996404648,
-0.17578008770942688,
-0.10044229030609131,
0.264721542596817,
0.1980745494365692,
0.26627498865127563,
0.034254468977451324,
0.07943999022245407,
0.10083919763565063,
-0.11244867742061615,
0.4005727469921112,
-0.20484383404254913,
0.13915640115737915,
0.13698440790176392,
0.42362794280052185,
0.13606910407543182,
-0.27441877126693726,
0.020730432122945786,
0.4552536606788635,
0.2049035280942917,
0.07596281170845032,
-0.022156406193971634,
-0.3152550458908081,
0.3411844074726105,
0.3714485764503479,
-0.20025020837783813,
0.021979425102472305,
0.14671504497528076,
-0.4022744297981262,
-0.4977635145187378,
-0.22666917741298676,
-0.11953110247850418,
-0.23209911584854126,
-0.07223556190729141,
0.17652112245559692,
0.23329246044158936,
-0.15763269364833832,
-0.1536705642938614,
0.0030540162697434425,
0.207694873213768,
0.4947234094142914,
-0.019830040633678436,
-0.008981765247881413,
0.012931380420923233,
0.09099745005369186,
0.30133089423179626,
0.07005331665277481,
-0.35108909010887146,
-0.16411374509334564,
-0.3205775320529938,
-0.09497072547674179,
0.20824484527111053,
0.11769238859415054,
-0.08273067325353622,
0.14482782781124115,
0.06163644418120384,
-0.08759121596813202,
0.11920689046382904,
0.35842981934547424,
-0.08495790511369705,
-0.5300598740577698,
-0.525621771812439,
0.4085562527179718,
-0.11996467411518097,
-0.1654941737651825,
0.4003599286079407,
0.15636378526687622,
-0.032314907759428024,
-0.27358657121658325,
0.08305206894874573,
0.746567964553833,
-0.022926367819309235,
0.03270605579018593,
-0.007563506253063679,
-0.09163179248571396,
0.684527575969696,
-0.35563430190086365,
0.0803622156381607,
-0.23570217192173004,
0.044373489916324615,
-0.14003045856952667,
0.09372406452894211,
-0.0345785990357399,
0.1248343214392662,
-0.2527691721916199,
0.39539921283721924,
0.011126109398901463,
0.12812645733356476,
0.16780363023281097,
0.1267896145582199,
-0.031540364027023315,
0.005841200239956379,
-0.07438793778419495,
0.08309801667928696,
-0.16223853826522827,
0.48664525151252747,
-0.1698797196149826,
0.006891896482557058,
0.01245766133069992,
-0.11541147530078888,
-0.5681362152099609,
-0.06287454068660736,
-0.16646361351013184,
0.29200172424316406,
-0.02997845597565174,
0.021006979048252106,
0.04153827950358391,
0.0992111787199974,
0.42923209071159363,
0.13215532898902893,
-0.20165754854679108,
0.3129695951938629,
-0.005943372379988432,
0.0601128488779068,
0.0004794189298991114,
0.333799809217453,
0.15796281397342682,
-0.242253378033638,
-0.377940833568573,
-0.14415693283081055,
-0.13427574932575226,
-0.383428692817688,
0.023596733808517456,
-0.229896679520607,
0.6278175115585327,
0.0004668096371460706,
-0.03048689104616642,
-0.05963947996497154,
-0.12158357352018356,
-0.2231878936290741,
0.018404752016067505,
-0.1535341888666153,
0.1416378617286682,
0.08167140930891037,
-0.29147693514823914,
-0.2244679480791092,
0.019166523590683937,
0.18952177464962006,
-0.1399025022983551,
-0.26650965213775635,
0.45474687218666077,
0.12190266698598862,
0.06394300609827042,
-0.19953928887844086,
-0.07254869490861893,
-0.1438467651605606,
-0.6568565368652344,
0.11910904943943024,
-0.09676967561244965,
0.18281511962413788,
-0.1090998500585556,
0.5960338115692139,
0.2512529492378235,
0.16732828319072723,
-0.2896708548069,
-0.42135581374168396,
-0.2715558707714081,
-0.053264666348695755,
0.33646532893180847,
0.15546603500843048,
-0.01761481910943985,
-0.16495078802108765,
0.19365395605564117,
-0.6747887134552002,
-0.16149285435676575,
0.009075288660824299,
-0.16926324367523193,
0.029620306566357613,
0.6704882383346558,
0.43564990162849426,
0.08699718862771988,
0.01885182410478592,
-0.061227913945913315,
-0.17506586015224457,
-0.08128566294908524,
-0.025692468509078026,
-0.13224852085113525,
0.20067979395389557,
-0.05579449236392975,
-0.43995344638824463,
0.05003427341580391,
-0.3374834656715393,
0.04060525819659233,
0.05728699639439583,
-0.10887836664915085,
0.03158087655901909,
-0.05899025872349739,
0.2244444340467453,
0.3297691345214844,
-0.09604273736476898,
-0.12662850320339203,
0.2370404154062271,
0.23531652987003326,
0.696325957775116,
0.04794249311089516,
0.504602313041687,
0.12467706203460693,
0.10585394501686096,
0.09729600697755814,
0.07866668701171875,
-0.08986660838127136,
-0.021632974967360497,
0.17737124860286713,
-0.18767111003398895,
0.21448402106761932,
0.2815781235694885,
0.2141183763742447,
0.5254454612731934,
-0.17346467077732086,
-0.15317374467849731,
0.3730521500110626,
0.07362481951713562,
-0.1744774729013443,
-0.19686894118785858,
0.3419989049434662,
0.10919845849275589,
-0.05771353840827942,
0.047055620700120926,
0.3009066879749298,
-0.17800499498844147,
0.3103755712509155,
0.0893281102180481,
0.6003994345664978,
-0.2275824248790741,
0.1473660171031952,
0.42562365531921387,
0.18514059484004974,
0.07660236209630966,
-0.5151526927947998,
-0.008837679401040077,
0.08593191206455231,
0.09102790802717209,
-0.31554871797561646,
-0.007645898032933474,
0.39047613739967346,
0.1882210224866867,
0.019511867314577103,
-0.2847197651863098,
0.4502236545085907,
-0.08681727200746536,
-0.006412980612367392,
-0.16028854250907898,
0.29361623525619507,
0.1938023418188095,
0.15453515946865082,
-0.21321913599967957,
-0.1055915355682373,
0.31995803117752075,
0.2193835824728012,
-0.04996549338102341,
-0.29817861318588257,
-0.18535898625850677,
-0.2174345701932907,
0.04131988063454628,
-0.19675680994987488,
-0.06390901654958725,
0.10196679830551147,
-0.00001841850644268561,
-0.020976262167096138,
-0.09959716349840164,
0.08692459762096405,
-0.22545108199119568,
0.26970672607421875,
-0.17320002615451813,
0.03487458452582359,
0.26997697353363037,
-0.044917162507772446,
0.357374906539917,
0.3032529354095459,
0.35110989212989807,
0.35063448548316956,
0.2956429421901703,
0.22151024639606476,
0.04628236964344978,
-0.027579711750149727,
-0.07052793353796005,
-0.14133945107460022,
-0.2378990799188614,
0.00859340000897646,
0.07536515593528748,
0.11463342607021332,
0.02223281003534794,
-0.08800343424081802,
-0.2414202243089676,
-0.09090865403413773,
-0.17667391896247864,
0.23094278573989868,
-0.12480229139328003,
-0.25024035573005676,
-0.17322859168052673,
0.16439752280712128,
-0.14074324071407318,
-0.23054532706737518,
0.37722912430763245,
0.05560959130525589,
0.04930144548416138,
0.1084255799651146,
0.01848851703107357,
-0.11838176101446152,
0.44385826587677,
0.40539583563804626,
0.03935873508453369,
-0.050696708261966705,
-0.3549844026565552,
-0.6613138318061829,
0.25252896547317505,
0.04311161860823631,
-0.34343573451042175,
0.020299376919865608,
-0.03655239939689636,
-0.2431378960609436,
-0.014977321960031986,
0.32159343361854553,
-0.19569849967956543,
-0.0718831792473793,
0.0016666101291775703,
-0.012256237678229809,
-0.3665526509284973,
-0.10385479778051376,
0.2837752401828766,
0.020628497004508972,
-0.30847617983818054,
0.1789599061012268,
-0.16885733604431152,
-0.0721253901720047,
0.0031012804247438908,
-0.16266675293445587,
0.21847818791866302,
-0.44748052954673767,
0.22141516208648682,
0.04231303930282593,
0.33225584030151367,
0.015724649652838707,
-0.323859304189682,
-0.45203131437301636,
-0.21656133234500885,
-0.24480457603931427,
0.2828504145145416,
-0.3794673681259155,
0.16711074113845825,
-0.14895722270011902,
0.28271499276161194,
-0.5202071070671082,
-0.08937900513410568,
-0.14397230744361877,
0.35474276542663574,
-0.11200302094221115,
-0.056617558002471924,
-0.05580497905611992,
-0.13558964431285858,
0.39626404643058777,
-0.10837157815694809,
-0.007828892208635807,
-0.04984019324183464,
-0.3642439842224121,
-0.0454760417342186,
0.4113413691520691,
-0.29125532507896423,
-0.15768438577651978,
-0.19809430837631226,
0.2725575864315033,
-0.09348240494728088,
-0.1871381253004074,
-0.2544820308685303,
-0.0794430747628212,
0.29329973459243774,
0.2510579824447632,
-0.16497577726840973,
0.028510579839348793,
0.015740998089313507,
0.06465020775794983,
0.06831256300210953,
-0.08313024044036865,
0.028445303440093994,
-0.36816924810409546,
0.026878584176301956,
-0.16578127443790436
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | This command will update your local file. Then you can open a Pull Request to push your fix to the github repo :)
And yes you are right, it is a "canonical" dataset, i.e. a dataset script defined in this github repo (as opposed to dataset repositories of users on the huggingface hub) | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 53 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
This command will update your local file. Then you can open a Pull Request to push your fix to the github repo :)
And yes you are right, it is a "canonical" dataset, i.e. a dataset script defined in this github repo (as opposed to dataset repositories of users on the huggingface hub) | [
-0.2335670292377472,
-0.11886042356491089,
0.01896366849541664,
-0.13955460488796234,
0.01611192338168621,
-0.0059838020242750645,
0.17576399445533752,
0.3258334994316101,
0.20678576827049255,
-0.049148183315992355,
0.12043099850416183,
-0.044896241277456284,
0.2096991240978241,
0.4580940306186676,
0.18855451047420502,
-0.08569974452257156,
0.07323206216096878,
0.004608443006873131,
-0.32368358969688416,
-0.03836420550942421,
-0.2702770233154297,
0.322357177734375,
-0.1850292980670929,
0.13544926047325134,
-0.23891882598400116,
0.13539932668209076,
-0.18851515650749207,
0.19838404655456543,
-0.18059037625789642,
-0.4625661075115204,
0.5045470595359802,
0.24002549052238464,
0.15592887997627258,
0.192399263381958,
-0.00010926468530669808,
-0.02458842098712921,
0.3951176106929779,
-0.17177441716194153,
-0.10877568274736404,
-0.011408081278204918,
-0.3153643310070038,
-0.30225253105163574,
0.010129375383257866,
-0.2516593635082245,
0.039882171899080276,
-0.1055719405412674,
0.16274307668209076,
0.2556888461112976,
0.21351787447929382,
0.40704450011253357,
0.25830045342445374,
0.42199379205703735,
0.4020580053329468,
-0.1656322330236435,
-0.09692494571208954,
0.045183680951595306,
-0.1839631050825119,
0.0846094936132431,
0.13925215601921082,
-0.16584011912345886,
-0.007947412319481373,
0.2628327012062073,
0.03806565701961517,
0.177406907081604,
0.3683723509311676,
0.033236876130104065,
0.27709653973579407,
-0.4773372411727905,
0.17774811387062073,
0.24263468384742737,
0.7822638750076294,
-0.349905788898468,
-0.2700643837451935,
0.08369296044111252,
0.05550370365381241,
-0.08595849573612213,
0.14425811171531677,
0.08368268609046936,
-0.18380199372768402,
0.21456895768642426,
-0.027069319039583206,
-0.19740471243858337,
-0.14740562438964844,
0.19893379509449005,
-0.11475951224565506,
0.4739900529384613,
-0.04183141514658928,
0.11007446050643921,
0.21871863305568695,
-0.1721978634595871,
-0.03838988393545151,
0.21623395383358002,
-0.1291910707950592,
0.09959039092063904,
0.027194011956453323,
-0.16127105057239532,
-0.03950223699212074,
0.12775284051895142,
0.23650380969047546,
0.12150835245847702,
-0.19188310205936432,
0.01031946949660778,
-0.1954931616783142,
-0.0749073177576065,
0.3661409616470337,
-0.024685796350240707,
0.03775868937373161,
-0.2054491937160492,
0.63927161693573,
0.48783445358276367,
0.13467998802661896,
0.04057969152927399,
0.15307284891605377,
-0.31196558475494385,
-0.2728493809700012,
-0.020996667444705963,
0.41473209857940674,
-0.23581400513648987,
-0.19466941058635712,
-0.229402557015419,
0.28421059250831604,
0.04850934445858002,
-0.12422014027833939,
0.2408176064491272,
-0.06433138996362686,
0.2211935818195343,
-0.013328108005225658,
0.04140891507267952,
-0.17702099680900574,
-0.24428848922252655,
-0.1393059939146042,
0.03759794309735298,
0.12752686440944672,
0.02694261260330677,
0.13335685431957245,
-0.01716579869389534,
0.20502053201198578,
-0.050562769174575806,
-0.06817518919706345,
-0.09549769759178162,
-0.36660221219062805,
0.2655593156814575,
-0.03676518797874451,
0.2211727797985077,
-0.188592329621315,
0.22258079051971436,
0.13221754133701324,
-0.15584629774093628,
-0.2449503093957901,
0.11672452092170715,
-0.24225860834121704,
-0.3335550129413605,
-0.3620155453681946,
0.12754811346530914,
-0.32409170269966125,
-0.2706544101238251,
0.09014762192964554,
0.028584463521838188,
-0.2450879067182541,
-0.10809960216283798,
0.00435210345312953,
-0.04306304454803467,
-0.3726973235607147,
-0.17731206119060516,
0.2803133726119995,
0.5215449929237366,
-0.41673070192337036,
-0.2620275914669037,
-0.12027595192193985,
-0.24335917830467224,
0.07997742295265198,
0.34577178955078125,
-0.18079620599746704,
0.16309602558612823,
-0.2910606265068054,
0.24941609799861908,
0.24087467789649963,
-0.35636118054389954,
-0.6736314296722412,
-0.024149876087903976,
-0.023420894518494606,
-0.10644721984863281,
-0.047800254076719284,
0.19576773047447205,
0.09924792498350143,
-0.26807528734207153,
-0.3319651186466217,
0.1364900767803192,
0.07735687494277954,
0.1863158643245697,
-0.22930282354354858,
-0.5873640775680542,
0.15022148191928864,
0.07757769525051117,
0.07903207838535309,
-0.03482547402381897,
0.26307180523872375,
0.23384135961532593,
0.35383695363998413,
-0.02240755781531334,
0.09534236788749695,
0.28158286213874817,
0.40125229954719543,
0.1791231334209442,
0.21523594856262207,
0.08691836148500443,
-0.2827012836933136,
0.19468657672405243,
0.1992519646883011,
0.26348498463630676,
-0.23977935314178467,
-0.21289893984794617,
-0.5051876306533813,
-0.09976372122764587,
-0.3482336401939392,
-0.2533224821090698,
0.13733059167861938,
0.06070168316364288,
0.037695836275815964,
-0.0402492880821228,
-0.36641237139701843,
0.3527962267398834,
-0.273573637008667,
-0.01820475421845913,
-0.162004753947258,
0.44133102893829346,
-0.17378020286560059,
-0.035893943160772324,
0.21601054072380066,
0.21365243196487427,
0.11474650353193283,
-0.21470044553279877,
-0.11331900954246521,
0.3855248689651489,
-0.2043381780385971,
0.25431886315345764,
0.2713075578212738,
0.295989066362381,
0.1429632604122162,
-0.44051453471183777,
0.0782657042145729,
0.2604021430015564,
0.0026076287031173706,
0.12079037725925446,
-0.1412735879421234,
-0.03893733769655228,
0.03357182443141937,
0.10484544932842255,
-0.017927374690771103,
0.17264550924301147,
0.43519866466522217,
-0.14814352989196777,
-0.13889853656291962,
-0.22318395972251892,
-0.20202817022800446,
-0.2790301442146301,
-0.19091105461120605,
-0.122041255235672,
-0.09434328973293304,
0.1953202486038208,
0.6526301503181458,
-0.08113464713096619,
0.19340580701828003,
0.30592411756515503,
-0.08804072439670563,
-0.08349207043647766,
-0.06569729000329971,
0.2408771812915802,
0.26778072118759155,
0.027259698137640953,
-0.15459033846855164,
0.18929362297058105,
0.017676105722784996,
-0.07309471070766449,
0.10901607573032379,
0.08966078609228134,
-0.17557354271411896,
0.030162349343299866,
-0.07320361584424973,
-0.08097101747989655,
-0.27388995885849,
0.2919786274433136,
-0.05333281680941582,
0.31317704916000366,
-0.2786056399345398,
-0.12109311670064926,
-0.37611454725265503,
-0.4734439551830292,
-0.28011906147003174,
0.16655883193016052,
-0.38546934723854065,
-0.342008501291275,
0.003745847847312689,
0.2556140720844269,
-0.11190436780452728,
0.21810472011566162,
0.15161849558353424,
0.3672245740890503,
-0.10042333602905273,
0.1979854255914688,
-0.23050381243228912,
-0.2315603643655777,
-0.24340921640396118,
0.056248005479574203,
0.3037787079811096,
0.13997675478458405,
0.30244454741477966,
-0.6965796947479248,
-0.0006318309460766613,
-0.9145678877830505,
-0.28006842732429504,
0.11373113095760345,
0.07845322042703629,
0.23368607461452484,
0.3152012526988983,
0.47181153297424316,
0.03625069558620453,
-0.09299078583717346,
0.19160476326942444,
-0.3334914743900299,
0.0445956252515316,
-0.2865600883960724,
-0.20284952223300934,
0.035854581743478775,
-0.014976989477872849,
-0.18371477723121643,
-0.48965150117874146,
-0.3156399726867676,
0.2744003236293793,
-0.028238696977496147,
0.030895398929715157,
0.02948208898305893,
0.0008583626477047801,
-0.06270696222782135,
0.01121891476213932,
-0.2304227352142334,
-0.1335807740688324,
0.11091534793376923,
0.40650543570518494,
-0.13139379024505615,
-0.5269104242324829,
0.23077256977558136,
0.1508883386850357,
0.11479058861732483,
-0.25851744413375854,
-0.5553164482116699,
-0.3104570508003235,
-0.04628805071115494,
0.4160475730895996,
0.10707554221153259,
0.31481531262397766,
0.23588940501213074,
-0.047935012727975845,
-0.05933135375380516,
-0.05565501004457474,
-0.36138075590133667,
-0.04673939198255539,
0.3273712992668152,
0.3528599739074707,
0.38381561636924744,
0.2802630066871643,
-0.013092520646750927,
0.4280112087726593,
0.10910122096538544,
-0.04218345880508423,
0.23249365389347076,
-0.34164467453956604,
0.31441831588745117,
-0.10110580176115036,
-0.3127942681312561,
0.2138323336839676,
-0.21301281452178955,
0.24228936433792114,
0.36997300386428833,
0.11633731424808502,
0.12085573375225067,
-0.06257763504981995,
-0.22832047939300537,
-0.18776974081993103,
-0.4996318519115448,
-0.1915961503982544,
0.5330439805984497,
0.08644184470176697,
0.24573644995689392,
0.027590425685048103,
-0.3073689043521881,
-0.22191263735294342,
0.5058276653289795,
0.5238966345787048,
-0.15147536993026733,
0.18568433821201324,
0.1707983911037445,
-0.01255759410560131,
-0.4755595624446869,
0.17101112008094788,
0.040047165006399155,
0.19654294848442078,
0.004942189436405897,
0.027559472247958183,
0.17324180901050568,
-0.0784425139427185,
0.6037288308143616,
-0.04728344455361366,
0.14951501786708832,
0.050792396068573,
0.1644226461648941,
-0.07536949962377548,
-0.11667367815971375,
0.014949275180697441,
0.29566892981529236,
0.08637963980436325,
0.1583257019519806,
-0.12830686569213867,
-0.3624591827392578,
0.4438433349132538,
0.3782401978969574,
-0.24684041738510132,
-0.11089808493852615,
-0.01708746701478958,
-0.6500025391578674,
-0.5062052607536316,
-0.19072498381137848,
0.03735152631998062,
-0.14126530289649963,
-0.061703745275735855,
0.24884510040283203,
0.13067886233329773,
-0.2411843091249466,
-0.09580101072788239,
0.1394643634557724,
0.26250678300857544,
0.4379008412361145,
-0.009743383154273033,
0.21823368966579437,
-0.13646191358566284,
-0.16538795828819275,
0.43128570914268494,
0.07310105860233307,
-0.4082486629486084,
-0.11754059791564941,
-0.28848350048065186,
-0.12859074771404266,
0.2834281623363495,
0.028476450592279434,
-0.02034224197268486,
0.0824795588850975,
0.07023210823535919,
-0.19803325831890106,
0.12828102707862854,
0.45345252752304077,
-0.07996427267789841,
-0.3448010981082916,
-0.35429155826568604,
0.40038174390792847,
-0.11478832364082336,
-0.07752116769552231,
0.37798061966896057,
0.3538375198841095,
-0.049862440675497055,
-0.08948469161987305,
-0.024859348312020302,
0.652633011341095,
0.11468423157930374,
0.07956695556640625,
0.24205315113067627,
-0.10198204219341278,
0.6518204808235168,
-0.04103983938694,
0.12226351350545883,
-0.3257211744785309,
0.0006458681309595704,
-0.09963148087263107,
0.1505216360092163,
-0.24124838411808014,
-0.003945303615182638,
-0.08474653959274292,
0.4775623381137848,
0.15148372948169708,
0.1945161670446396,
0.12787553668022156,
0.30774980783462524,
-0.05442417412996292,
-0.13557866215705872,
-0.27003031969070435,
0.21115049719810486,
-0.08851016312837601,
0.603710949420929,
-0.08928151428699493,
-0.16215398907661438,
0.20687638223171234,
-0.1975575089454651,
-0.539923369884491,
0.04768572002649307,
-0.13310900330543518,
0.3173461854457855,
0.07731463015079498,
0.12147990614175797,
0.06887707114219666,
0.11820581555366516,
0.45269834995269775,
0.06699340790510178,
-0.37286171317100525,
0.2600720226764679,
-0.01312863826751709,
-0.10141722857952118,
-0.010122997686266899,
0.35540300607681274,
0.06443143635988235,
-0.3104498088359833,
-0.4030134677886963,
-0.19978827238082886,
-0.02476208098232746,
-0.22619600594043732,
0.054597869515419006,
-0.1979750245809555,
0.3774763345718384,
0.003366112243384123,
-0.07945869117975235,
-0.052655912935733795,
-0.005354227032512426,
-0.2600458860397339,
0.13644415140151978,
-0.12253889441490173,
0.021039320155978203,
0.12882447242736816,
-0.16153565049171448,
-0.10955829173326492,
-0.01844898797571659,
0.2816782593727112,
-0.2700919508934021,
-0.14042721688747406,
0.4918079078197479,
0.2861507534980774,
-0.016139205545186996,
-0.24394716322422028,
-0.07038654386997223,
-0.03973016142845154,
-0.7922117114067078,
0.11324764043092728,
0.06183311715722084,
0.0977649912238121,
-0.10278170555830002,
0.6565714478492737,
0.19023717939853668,
-0.08658649772405624,
-0.28093022108078003,
-0.41509121656417847,
-0.32342538237571716,
0.09809845685958862,
0.21709473431110382,
0.20838041603565216,
0.08412811160087585,
0.01564842090010643,
0.20161406695842743,
-0.562488853931427,
-0.3321128189563751,
0.0650145560503006,
-0.08976242691278458,
-0.11266472935676575,
0.5341261029243469,
0.16139879822731018,
0.17360983788967133,
0.059088267385959625,
0.07963001728057861,
-0.041102711111307144,
-0.2069411724805832,
-0.16286852955818176,
-0.3124525249004364,
0.12378314137458801,
-0.13712848722934723,
-0.3970651924610138,
0.08432082831859589,
-0.22419817745685577,
-0.1113068237900734,
0.009243610315024853,
0.11313687264919281,
0.2931981682777405,
-0.00702457083389163,
0.22142213582992554,
0.35576507449150085,
-0.12193205952644348,
0.03787364438176155,
0.14404156804084778,
0.34904560446739197,
0.57115638256073,
0.07518729567527771,
0.39489731192588806,
-0.09187144786119461,
0.10505674034357071,
0.3819199800491333,
0.15601389110088348,
-0.04242587462067604,
-0.051923155784606934,
0.19178161025047302,
-0.1765856295824051,
0.07074252516031265,
0.18674419820308685,
0.16200685501098633,
0.5038248896598816,
-0.2613508999347687,
-0.11057823896408081,
0.2460004687309265,
0.15062293410301208,
-0.33462342619895935,
-0.1828797608613968,
0.26377078890800476,
0.09904715418815613,
-0.044101472944021225,
0.08313032239675522,
0.3345206677913666,
-0.17476263642311096,
0.28953292965888977,
0.09710553288459778,
0.5810635089874268,
-0.25874534249305725,
0.05366696044802666,
0.23549148440361023,
-0.04379655420780182,
0.0007875774754211307,
-0.23221392929553986,
0.0009577756281942129,
0.2113996297121048,
0.15078485012054443,
-0.2013855129480362,
-0.042767155915498734,
-0.009259932674467564,
0.2668434977531433,
0.09168440103530884,
-0.2197219580411911,
0.2324923574924469,
-0.1332145631313324,
0.03015045076608658,
-0.11367735266685486,
0.19474199414253235,
0.24234388768672943,
-0.032895397394895554,
-0.1802569031715393,
-0.341166615486145,
0.46578240394592285,
0.157810240983963,
-0.14608824253082275,
-0.11409129202365875,
-0.14455382525920868,
-0.1462963968515396,
0.1082797646522522,
-0.17094303667545319,
-0.11861243098974228,
0.09379761666059494,
-0.034346722066402435,
-0.07889018207788467,
-0.14610768854618073,
-0.15439142286777496,
-0.12329435348510742,
0.37360551953315735,
-0.13283902406692505,
0.11629398912191391,
0.2969818711280823,
0.03825222700834274,
0.22124338150024414,
0.3534233272075653,
0.4745323657989502,
0.17893658578395844,
0.17254412174224854,
0.15857230126857758,
0.004651967901736498,
-0.0992412194609642,
-0.017582079395651817,
-0.012458433397114277,
-0.08962218463420868,
0.12905001640319824,
0.23050731420516968,
0.18996205925941467,
-0.08551598340272903,
-0.20069114863872528,
-0.15549680590629578,
0.004414562601596117,
-0.11032813787460327,
0.07210788130760193,
-0.23110155761241913,
-0.05671899393200874,
-0.33285221457481384,
0.14900055527687073,
-0.1740020513534546,
-0.15443755686283112,
0.294547975063324,
0.035046547651290894,
0.12691035866737366,
0.017495371401309967,
0.09802716225385666,
-0.12909705936908722,
0.5321987271308899,
0.3212456703186035,
0.037908799946308136,
-0.022243324667215347,
-0.31330522894859314,
-0.7508373856544495,
0.13433228433132172,
0.011783435009419918,
-0.2444423884153366,
0.06562405079603195,
-0.06776108592748642,
-0.161068856716156,
0.01625901646912098,
0.25511395931243896,
-0.08393852412700653,
0.015144454315304756,
-0.06346244364976883,
-0.05916571617126465,
-0.2827610373497009,
-0.08818069845438004,
0.25526073575019836,
0.1163082867860794,
-0.2039341777563095,
0.11726594716310501,
-0.12346628308296204,
0.018498189747333527,
0.07061140239238739,
-0.08587510138750076,
-0.02249566838145256,
-0.3802749514579773,
0.06497500091791153,
0.11107941716909409,
0.28184017539024353,
-0.1864161640405655,
-0.24380870163440704,
-0.456357479095459,
-0.24518440663814545,
-0.35235995054244995,
0.29572373628616333,
-0.23104891180992126,
0.14001771807670593,
0.07149886339902878,
0.11894895136356354,
-0.48062965273857117,
0.04996291920542717,
0.020512837916612625,
0.2524638772010803,
-0.25482138991355896,
0.1510595977306366,
-0.12150634080171585,
-0.021983539685606956,
0.3126184344291687,
0.04718532785773277,
-0.16361381113529205,
-0.0844619944691658,
-0.12417025119066238,
-0.17335309088230133,
0.614726722240448,
-0.2698362171649933,
-0.12955032289028168,
-0.14464068412780762,
0.18612751364707947,
-0.08622750639915466,
-0.27939221262931824,
-0.37921878695487976,
0.1572493612766266,
0.08191583305597305,
0.29102271795272827,
-0.1266598105430603,
0.13687780499458313,
-0.15124376118183136,
0.02808467671275139,
0.05433555319905281,
0.06383506953716278,
0.22393162548542023,
-0.3455148935317993,
0.083979532122612,
-0.18001577258110046
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | Hi, thanks for the answer.
I gave a try to the problem today. But I encountered an upload error:
```
git push -u origin fix_link_iwslt
Enter passphrase for key '/home2/xuhuizh/.ssh/id_rsa':
ERROR: Permission to huggingface/datasets.git denied to XuhuiZhou.
fatal: Could not read from remote repository.
Please make sure you have the correct access rights
and the repository exists.
```
Any insight here?
By the way, when I run the datasets-cli command, it shows the following error, but does not seem to be the error coming from `iwslt.py`
```
Traceback (most recent call last):
File "/home2/xuhuizh/anaconda3/envs/UMT/bin/datasets-cli", line 33, in <module>
sys.exit(load_entry_point('datasets', 'console_scripts', 'datasets-cli')())
File "/home2/xuhuizh/projects/datasets/src/datasets/commands/datasets_cli.py", line 35, in main
service.run()
File "/home2/xuhuizh/projects/datasets/src/datasets/commands/test.py", line 141, in run
try_from_hf_gcs=False,
File "/home2/xuhuizh/projects/datasets/src/datasets/builder.py", line 579, in download_and_prepare
dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
File "/home2/xuhuizh/projects/datasets/src/datasets/builder.py", line 639, in _download_and_prepare
self.info.download_checksums, dl_manager.get_recorded_sizes_checksums(), "dataset source files"
File "/home2/xuhuizh/projects/datasets/src/datasets/utils/info_utils.py", line 32, in verify_checksums
raise ExpectedMoreDownloadedFiles(str(set(expected_checksums) - set(recorded_checksums)))
datasets.utils.info_utils.ExpectedMoreDownloadedFiles: {'https://wit3.fbk.eu/archive/2017-01-trnmted//texts/DeEnItNlRo/DeEnItNlRo/DeEnItNlRo-DeEnItNlRo.tgz'}
``` | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 148 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
Hi, thanks for the answer.
I gave a try to the problem today. But I encountered an upload error:
```
git push -u origin fix_link_iwslt
Enter passphrase for key '/home2/xuhuizh/.ssh/id_rsa':
ERROR: Permission to huggingface/datasets.git denied to XuhuiZhou.
fatal: Could not read from remote repository.
Please make sure you have the correct access rights
and the repository exists.
```
Any insight here?
By the way, when I run the datasets-cli command, it shows the following error, but does not seem to be the error coming from `iwslt.py`
```
Traceback (most recent call last):
File "/home2/xuhuizh/anaconda3/envs/UMT/bin/datasets-cli", line 33, in <module>
sys.exit(load_entry_point('datasets', 'console_scripts', 'datasets-cli')())
File "/home2/xuhuizh/projects/datasets/src/datasets/commands/datasets_cli.py", line 35, in main
service.run()
File "/home2/xuhuizh/projects/datasets/src/datasets/commands/test.py", line 141, in run
try_from_hf_gcs=False,
File "/home2/xuhuizh/projects/datasets/src/datasets/builder.py", line 579, in download_and_prepare
dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
File "/home2/xuhuizh/projects/datasets/src/datasets/builder.py", line 639, in _download_and_prepare
self.info.download_checksums, dl_manager.get_recorded_sizes_checksums(), "dataset source files"
File "/home2/xuhuizh/projects/datasets/src/datasets/utils/info_utils.py", line 32, in verify_checksums
raise ExpectedMoreDownloadedFiles(str(set(expected_checksums) - set(recorded_checksums)))
datasets.utils.info_utils.ExpectedMoreDownloadedFiles: {'https://wit3.fbk.eu/archive/2017-01-trnmted//texts/DeEnItNlRo/DeEnItNlRo/DeEnItNlRo-DeEnItNlRo.tgz'}
``` | [
-0.1731773167848587,
-0.010390166193246841,
0.05730966478586197,
-0.039356060326099396,
0.05381635203957558,
-0.012416395358741283,
0.25629982352256775,
0.31276261806488037,
0.11338663101196289,
0.020173516124486923,
0.03134820982813835,
0.018982509151101112,
0.3240015208721161,
0.24096590280532837,
0.16553938388824463,
0.0832948312163353,
0.0935482308268547,
0.007020855322480202,
-0.2977554500102997,
-0.01818370632827282,
-0.24642252922058105,
0.20699520409107208,
-0.1871379315853119,
0.09840536117553711,
-0.06641364842653275,
0.09391555935144424,
-0.14374229311943054,
0.1323307603597641,
0.07113266736268997,
-0.5863394737243652,
0.28371211886405945,
0.1516173779964447,
0.2967729866504669,
0.27966177463531494,
-0.00012162749044364318,
-0.029880404472351074,
0.27234724164009094,
-0.13340923190116882,
-0.36353209614753723,
-0.027610331773757935,
-0.4098820090293884,
-0.4128108024597168,
-0.25031378865242004,
-0.26979127526283264,
0.12526288628578186,
-0.04704340174794197,
0.05262703076004982,
0.17822960019111633,
0.25513938069343567,
0.4470219314098358,
0.11546459048986435,
0.3542397916316986,
0.4006436765193939,
-0.09960448741912842,
-0.07632813602685928,
0.06241762638092041,
-0.08089210838079453,
0.194529190659523,
0.17656174302101135,
0.004309023264795542,
0.31907328963279724,
0.12492840737104416,
0.077435202896595,
0.09309495240449905,
0.2438848614692688,
-0.09956461191177368,
0.4032183587551117,
-0.39194899797439575,
0.2226325422525406,
0.04671134427189827,
0.7577175498008728,
-0.2985825538635254,
-0.5799194574356079,
-0.0442386195063591,
0.15990419685840607,
0.04990536347031593,
0.18546342849731445,
0.0469910204410553,
-0.24841727316379547,
0.30617305636405945,
-0.15145082771778107,
-0.49204856157302856,
-0.26952892541885376,
0.3524077832698822,
0.07799102365970612,
0.4447517991065979,
0.060791995376348495,
0.19503933191299438,
0.24973684549331665,
-0.14348594844341278,
0.030761126428842545,
0.11080721020698547,
-0.24117489159107208,
0.16072611510753632,
0.011444845236837864,
-0.10124664753675461,
-0.10412276536226273,
0.1892341822385788,
0.1351170390844345,
0.09794656187295914,
-0.2296348214149475,
-0.06818686425685883,
-0.09950488805770874,
-0.010115244425833225,
0.25469860434532166,
0.09388172626495361,
-0.0022864891216158867,
0.0234884824603796,
0.4250122606754303,
0.4284125566482544,
0.2059711217880249,
-0.06375807523727417,
0.08494215458631516,
-0.32277241349220276,
-0.3013036251068115,
0.054134637117385864,
0.2840806245803833,
-0.15110616385936737,
-0.20947524905204773,
-0.29371708631515503,
0.03997717797756195,
-0.010595124214887619,
-0.07029631733894348,
0.2206258475780487,
-0.10208342969417572,
0.15460237860679626,
0.016657540574669838,
0.14944079518318176,
-0.029269233345985413,
-0.3486827611923218,
0.020251840353012085,
-0.005921380594372749,
-0.008057000115513802,
0.15730935335159302,
0.1737336367368698,
-0.09851948171854019,
0.006229438353329897,
-0.008084318600594997,
-0.2337120622396469,
-0.1763402819633484,
-0.2984265089035034,
0.10854560136795044,
0.10478577017784119,
0.12625457346439362,
-0.13587330281734467,
0.2610069513320923,
0.03455887734889984,
-0.17501182854175568,
-0.06591539829969406,
0.12261269986629486,
-0.3552236258983612,
-0.24120372533798218,
-0.24734503030776978,
0.009010066278278828,
-0.22747686505317688,
-0.1725843846797943,
-0.15141484141349792,
-0.09464070200920105,
-0.12647147476673126,
-0.35806721448898315,
-0.00764433341100812,
0.019254522398114204,
-0.22576378285884857,
-0.15444980561733246,
0.29904699325561523,
0.5962205529212952,
-0.5039989352226257,
-0.34504029154777527,
-0.2770165503025055,
-0.20290261507034302,
0.07892818003892899,
0.3190474808216095,
-0.24437636137008667,
0.22599637508392334,
-0.279518187046051,
0.12838104367256165,
0.332423597574234,
-0.5260114669799805,
-0.7665929794311523,
0.20688575506210327,
0.014696410857141018,
-0.02454138919711113,
0.017246192321181297,
0.0817185565829277,
0.09004612267017365,
-0.2895278036594391,
-0.6715385317802429,
0.05716559663414955,
0.07817650586366653,
0.11017690598964691,
-0.17484183609485626,
-0.5463124513626099,
0.1403314769268036,
-0.020961575210094452,
0.04764191806316376,
0.2466133087873459,
0.4528528153896332,
0.16259516775608063,
0.4841616153717041,
-0.1068321168422699,
0.24864454567432404,
0.18198803067207336,
0.5102998614311218,
0.1815202385187149,
0.1283854842185974,
0.026796160265803337,
-0.325916051864624,
0.259906530380249,
0.2652193605899811,
0.11926761269569397,
-0.46959182620048523,
-0.07143180817365646,
-0.3838050365447998,
-0.07783469557762146,
-0.34337204694747925,
-0.10256429761648178,
-0.01724405214190483,
0.213987335562706,
0.06952867656946182,
-0.019134795293211937,
-0.1408531367778778,
0.23319926857948303,
-0.12024157494306564,
-0.01354015152901411,
-0.09895795583724976,
0.3463069200515747,
-0.16212305426597595,
-0.022454168647527695,
-0.032578784972429276,
0.18843601644039154,
0.22301188111305237,
-0.22817684710025787,
-0.1415732353925705,
0.49470531940460205,
-0.4156079888343811,
0.32292231917381287,
0.25002622604370117,
0.11366594582796097,
0.17533493041992188,
-0.3674814701080322,
0.13240300118923187,
0.22340551018714905,
0.023048143833875656,
0.17551323771476746,
-0.10779309272766113,
-0.2079484462738037,
0.08238682895898819,
0.21694611012935638,
0.012245560996234417,
-0.001903911237604916,
0.28695040941238403,
-0.1655268371105194,
-0.05046601966023445,
-0.19699540734291077,
-0.11621365696191788,
-0.13633622229099274,
-0.1499481350183487,
-0.1951587200164795,
-0.022400472313165665,
0.18987742066383362,
0.4447517395019531,
-0.0751987099647522,
0.16471464931964874,
0.3001328110694885,
0.04328044876456261,
0.06439356505870819,
-0.05509134382009506,
0.6107309460639954,
0.2715998589992523,
-0.14957939088344574,
-0.2571928799152374,
0.07107547670602798,
0.26237377524375916,
-0.1553240716457367,
0.19136454164981842,
0.06278326362371445,
-0.04598764702677727,
0.08775928616523743,
-0.04735054820775986,
-0.03950728848576546,
0.09108435362577438,
0.21501106023788452,
0.16799691319465637,
0.4387924075126648,
-0.44534575939178467,
-0.006193981505930424,
-0.4293612539768219,
-0.6389660835266113,
-0.2003345936536789,
0.250191867351532,
-0.236626535654068,
-0.1858728677034378,
-0.1833362728357315,
0.2103634923696518,
-0.07887928187847137,
0.2053448110818863,
0.037903353571891785,
0.3174077570438385,
-0.08436024934053421,
0.16590237617492676,
-0.2603978216648102,
-0.04834170639514923,
-0.20617027580738068,
-0.06137518957257271,
0.29689496755599976,
-0.07037420570850372,
0.26649996638298035,
-0.5192922353744507,
-0.1063685268163681,
-0.9385619163513184,
-0.040009330958127975,
0.04453471675515175,
0.08853573352098465,
0.2453927993774414,
0.1265658140182495,
0.4747096598148346,
0.1492188423871994,
-0.05959317088127136,
0.23810447752475739,
-0.15946921706199646,
0.12004714459180832,
-0.19298359751701355,
-0.08514376729726791,
0.06527639925479889,
-0.1378384530544281,
-0.10647827386856079,
-0.5346980094909668,
-0.29649224877357483,
0.35881108045578003,
-0.0660284236073494,
0.10812436789274216,
0.09742739796638489,
0.20436160266399384,
-0.07271884381771088,
-0.037349142134189606,
-0.1707761138677597,
0.02358010783791542,
0.04010861739516258,
0.26248976588249207,
-0.09810308367013931,
-0.48782089352607727,
0.133092001080513,
0.3627157211303711,
0.2413802444934845,
-0.04054772108793259,
-0.40379923582077026,
-0.029322922229766846,
0.028239242732524872,
0.5150356292724609,
-0.005289189517498016,
0.2320144921541214,
0.06923332810401917,
-0.029777798801660538,
0.07366900891065598,
-0.007638167589902878,
-0.15868234634399414,
-0.06324681639671326,
0.2388668805360794,
0.4697851538658142,
0.5023778676986694,
0.5303525328636169,
-0.01605374924838543,
0.3157687187194824,
0.023178264498710632,
0.033021993935108185,
0.44923847913742065,
-0.3102993071079254,
0.35216882824897766,
0.1878148317337036,
-0.4714174270629883,
0.18396735191345215,
-0.07332662492990494,
0.23290275037288666,
0.2779696583747864,
-0.0017410380532965064,
0.06596557796001434,
-0.17094998061656952,
-0.25625261664390564,
-0.24032391607761383,
-0.48811817169189453,
-0.2364591509103775,
0.4585448205471039,
0.27655279636383057,
0.2874036431312561,
0.06834552437067032,
-0.42406702041625977,
-0.2522806227207184,
0.4481954872608185,
0.3350016474723816,
0.082787424325943,
0.1686728298664093,
0.04815676435828209,
-0.21306347846984863,
-0.44617602229118347,
0.2900400757789612,
0.1415865570306778,
0.4409946799278259,
-0.11990934610366821,
0.16558361053466797,
0.13902033865451813,
-0.08515778183937073,
0.5852239727973938,
-0.1715993881225586,
0.19933317601680756,
-0.13694152235984802,
0.3749862313270569,
-0.1045498475432396,
-0.11609683930873871,
0.08920640498399734,
0.2740936875343323,
0.4025421440601349,
0.29189109802246094,
-0.16579198837280273,
-0.3208504617214203,
0.22142112255096436,
0.38307246565818787,
-0.22414739429950714,
-0.23012427985668182,
0.0008436712669208646,
-0.34517401456832886,
-0.6933251023292542,
-0.32811516523361206,
-0.0069821798242628574,
-0.08807134628295898,
0.05120909959077835,
0.22419752180576324,
0.21424439549446106,
-0.06778647750616074,
-0.10708311945199966,
-0.0017371677095070481,
0.2221693992614746,
0.4739638566970825,
-0.039384111762046814,
0.1846899539232254,
0.0023137694224715233,
0.17618291079998016,
0.327720582485199,
-0.010734903626143932,
-0.2566166818141937,
-0.16085296869277954,
-0.2513645589351654,
-0.11396262794733047,
0.2904001474380493,
-0.032751381397247314,
0.1926625370979309,
0.19498689472675323,
0.0892307460308075,
-0.0346817746758461,
-0.05789375677704811,
0.4571622610092163,
-0.1164325624704361,
-0.37524789571762085,
-0.45567426085472107,
0.33612826466560364,
-0.24959412217140198,
-0.04288545623421669,
0.18452848494052887,
0.3937385678291321,
-0.11252415925264359,
-0.2946997284889221,
-0.14756295084953308,
0.7340786457061768,
0.2102341502904892,
0.012990114279091358,
0.2700055241584778,
0.0916857123374939,
0.6499993801116943,
0.04595620557665825,
0.08656860888004303,
-0.21052174270153046,
0.0752873495221138,
-0.058931976556777954,
0.10290385037660599,
-0.24619586765766144,
0.09280664473772049,
-0.061020299792289734,
0.45428770780563354,
-0.03218216449022293,
0.02783149853348732,
0.16436170041561127,
0.42232632637023926,
-0.12499235570430756,
0.00006441016012104228,
-0.08982671052217484,
0.09600511938333511,
-0.07623396068811417,
0.3992205262184143,
-0.0595669262111187,
-0.17044760286808014,
-0.031148547306656837,
0.02643083594739437,
-0.5818721055984497,
0.19425486028194427,
-0.2710111141204834,
0.23840981721878052,
-0.10241971164941788,
-0.0011998912086710334,
0.3617003262042999,
0.15046820044517517,
0.3591025471687317,
0.049404606223106384,
-0.34970441460609436,
0.22351662814617157,
-0.17482462525367737,
-0.10817711055278778,
-0.10182850062847137,
0.3630267083644867,
0.08838339895009995,
-0.2549301087856293,
-0.5241518020629883,
-0.00866201613098383,
-0.03612330183386803,
-0.23641298711299896,
0.1048421636223793,
-0.16675515472888947,
0.4092414379119873,
-0.09896281361579895,
-0.24618084728717804,
-0.2079119235277176,
-0.12354890257120132,
-0.22961923480033875,
0.021053893491625786,
-0.12083855271339417,
0.13678069412708282,
0.11031937599182129,
-0.26998960971832275,
-0.16453684866428375,
0.04628308117389679,
0.42654919624328613,
-0.4591664671897888,
-0.12818405032157898,
0.7964829206466675,
0.2921909987926483,
-0.06721965968608856,
-0.17165148258209229,
-0.14136293530464172,
-0.14426378905773163,
-0.9090529084205627,
0.060361944139003754,
0.15437771379947662,
0.26765182614326477,
-0.0645495280623436,
0.44462767243385315,
0.12250839173793793,
0.06262502074241638,
-0.21823658049106598,
-0.42036256194114685,
-0.10499217361211777,
0.004581980407238007,
0.24430476129055023,
0.10589908063411713,
-0.07365474849939346,
-0.0744289681315422,
0.143260195851326,
-0.561660647392273,
-0.18512357771396637,
0.027712054550647736,
0.004925164859741926,
-0.09340685606002808,
0.6767575740814209,
0.29003092646598816,
0.2609383165836334,
-0.09072711318731308,
-0.027165278792381287,
-0.03771968558430672,
0.002826723735779524,
-0.026270480826497078,
-0.22351683676242828,
0.18334051966667175,
0.05950367450714111,
-0.4573156237602234,
-0.045392926782369614,
-0.3796972334384918,
0.00522602628916502,
0.025217330083251,
-0.07692123204469681,
0.11974826455116272,
0.020843664184212685,
0.21083267033100128,
0.26003193855285645,
-0.10266326367855072,
-0.04796105623245239,
0.3185766041278839,
0.25827065110206604,
0.45890963077545166,
-0.041169729083776474,
0.5171278715133667,
-0.021903282031416893,
0.12727996706962585,
-0.1412893384695053,
0.04473184794187546,
0.01381795946508646,
-0.0031938855536282063,
0.301736980676651,
-0.23994509875774384,
0.19388741254806519,
0.27939796447753906,
0.025716442614793777,
0.3771683871746063,
-0.17804086208343506,
-0.17604872584342957,
0.2011234164237976,
0.04253045842051506,
-0.24722854793071747,
-0.1249372661113739,
0.12320350110530853,
-0.12593725323677063,
-0.10025984048843384,
0.061643220484256744,
0.13258643448352814,
-0.3096863925457001,
0.22274209558963776,
0.07609030604362488,
0.4969693124294281,
-0.12799149751663208,
0.003503976156935096,
0.44265803694725037,
0.11138904839754105,
0.08243724703788757,
-0.2332005351781845,
0.10570813715457916,
0.10845570266246796,
0.12356678396463394,
-0.43348628282546997,
-0.1788530945777893,
0.13832241296768188,
0.2426341474056244,
0.010388866998255253,
-0.3338916599750519,
0.14506633579730988,
-0.18558461964130402,
-0.11396855860948563,
-0.15714113414287567,
0.11353779584169388,
0.26695823669433594,
0.054976653307676315,
-0.21656380593776703,
-0.17585328221321106,
0.5872366428375244,
0.20287103950977325,
-0.047349102795124054,
-0.2904472351074219,
-0.23323729634284973,
-0.18760931491851807,
0.00054649863159284,
-0.1972237378358841,
-0.2776620090007782,
-0.10445477813482285,
0.17969122529029846,
-0.14788348972797394,
-0.23401741683483124,
-0.10566126555204391,
-0.13627809286117554,
0.3717668652534485,
-0.13134169578552246,
0.09575142711400986,
0.19094567000865936,
-0.050035540014505386,
0.20885524153709412,
0.33420509099960327,
0.49156734347343445,
0.28665056824684143,
0.5088068246841431,
0.294731467962265,
0.07301872968673706,
-0.02741403877735138,
0.13017013669013977,
-0.028518671169877052,
0.01010509580373764,
0.16173872351646423,
0.10697276890277863,
0.06603413820266724,
-0.005749700125306845,
-0.39652159810066223,
-0.08879249542951584,
0.09079970419406891,
-0.1141296997666359,
0.25069600343704224,
-0.34447938203811646,
-0.25698795914649963,
-0.32638853788375854,
0.17862474918365479,
-0.1417442411184311,
0.06496237218379974,
0.3046623766422272,
-0.02459736168384552,
0.10863148421049118,
-0.11766614019870758,
0.021419767290353775,
-0.17237259447574615,
0.4463750123977661,
0.4036257863044739,
0.07172691822052002,
-0.1999133676290512,
-0.27809301018714905,
-0.6719228625297546,
0.0896463692188263,
0.02521158568561077,
-0.19610729813575745,
-0.06072854995727539,
-0.0723312646150589,
-0.2990930676460266,
-0.24015067517757416,
0.38719552755355835,
-0.014077240601181984,
0.19449320435523987,
0.15099401772022247,
0.03842391073703766,
-0.2599557042121887,
-0.0353371761739254,
0.39918869733810425,
0.08208023756742477,
-0.22985517978668213,
0.17500333487987518,
-0.35636475682258606,
-0.08082595467567444,
0.08152704685926437,
-0.13140247762203217,
-0.04053925350308418,
-0.30326327681541443,
0.19696204364299774,
0.028637608513236046,
0.28682050108909607,
-0.10246837139129639,
-0.331604927778244,
-0.48109984397888184,
-0.2985098659992218,
-0.2880406081676483,
0.3028407096862793,
-0.15380333364009857,
0.08846265077590942,
0.05185671150684357,
0.28300485014915466,
-0.5554574728012085,
0.02058669924736023,
-0.11215949058532715,
0.20028921961784363,
-0.08680832386016846,
0.01745954155921936,
-0.011080033145844936,
-0.036352310329675674,
0.49126312136650085,
-0.15437468886375427,
-0.11633968353271484,
0.14052149653434753,
-0.35662102699279785,
-0.073570616543293,
0.5362973213195801,
-0.35837221145629883,
-0.06597885489463806,
-0.08042092621326447,
0.39463579654693604,
-0.04047137871384621,
-0.28466734290122986,
-0.33544325828552246,
0.05937010049819946,
0.23041631281375885,
0.2856462895870209,
-0.08272983133792877,
0.08288021385669708,
-0.2585715055465698,
0.19653256237506866,
0.14691776037216187,
0.09618762880563736,
0.2246541678905487,
-0.3955000042915344,
0.19248829782009125,
0.061437446624040604
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | Hi ! To create a PR on this repo your must fork it and create a branch on your fork. See how to fork the repo [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md#start-by-preparing-your-environment).
And to make the command work without the `ExpectedMoreDownloadedFiles` error, you just need to use the `--ignore_verifications` flag. | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 45 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
Hi ! To create a PR on this repo your must fork it and create a branch on your fork. See how to fork the repo [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md#start-by-preparing-your-environment).
And to make the command work without the `ExpectedMoreDownloadedFiles` error, you just need to use the `--ignore_verifications` flag. | [
-0.2560880780220032,
-0.09676952660083771,
0.017853714525699615,
-0.06596142053604126,
0.09448862075805664,
0.0495946891605854,
0.19209611415863037,
0.2611154317855835,
0.16361717879772186,
0.04193791374564171,
0.005067329853773117,
-0.013362784869968891,
0.252541720867157,
0.39412540197372437,
0.3025115132331848,
-0.17542318999767303,
0.1524585485458374,
0.07196969538927078,
-0.21727494895458221,
0.054356157779693604,
-0.205519437789917,
0.28048133850097656,
-0.230361208319664,
0.02096104621887207,
-0.11938275396823883,
0.1293286681175232,
-0.31265684962272644,
0.1732150912284851,
-0.17870157957077026,
-0.6029585599899292,
0.3105771541595459,
0.3934973180294037,
0.27431732416152954,
0.23773951828479767,
-0.00012351051555015147,
-0.02324078604578972,
0.3910423219203949,
-0.1918269693851471,
-0.259037047624588,
-0.026731356978416443,
-0.37426450848579407,
-0.4201503396034241,
-0.14840227365493774,
-0.17796216905117035,
0.07972677797079086,
-0.28638380765914917,
0.10791467130184174,
0.37109842896461487,
0.2191392183303833,
0.3876255452632904,
0.12552200257778168,
0.43912947177886963,
0.536084771156311,
-0.1845330446958542,
-0.07084165513515472,
0.10654345899820328,
-0.16276803612709045,
0.2750478982925415,
0.17808572947978973,
-0.08070630580186844,
0.20445868372917175,
0.1735396832227707,
-0.020943431183695793,
0.06422117352485657,
0.36605003476142883,
0.14449217915534973,
0.31092530488967896,
-0.41453343629837036,
0.1908102184534073,
0.23902660608291626,
0.7586016058921814,
-0.33890193700790405,
-0.4380359947681427,
-0.08681200444698334,
0.1690298169851303,
-0.2703785002231598,
0.14889679849147797,
-0.036151222884655,
-0.17004276812076569,
0.29794347286224365,
-0.16484500467777252,
-0.403898149728775,
-0.28583571314811707,
0.3131333887577057,
0.07620608061552048,
0.44413816928863525,
0.012992695905268192,
0.1372983157634735,
0.4096085727214813,
-0.10149862617254257,
-0.047460153698921204,
0.17213986814022064,
-0.28393858671188354,
0.050690531730651855,
0.16916118562221527,
-0.2852405309677124,
-0.15912498533725739,
0.07876935601234436,
0.30092722177505493,
0.1759156435728073,
-0.32081565260887146,
-0.12623122334480286,
-0.1952873319387436,
-0.0971672534942627,
0.2797229290008545,
0.0889272466301918,
0.02872992493212223,
-0.051912494003772736,
0.4055679440498352,
0.6368991136550903,
0.22585156559944153,
-0.07371197640895844,
0.15132029354572296,
-0.3014289140701294,
-0.29742833971977234,
-0.08742537349462509,
0.2769135534763336,
-0.18782199919223785,
-0.08033008873462677,
-0.25142431259155273,
0.1449326127767563,
-0.16072317957878113,
-0.0861138328909874,
0.3290608823299408,
-0.11382269859313965,
0.16290131211280823,
0.020836465060710907,
0.17003515362739563,
-0.14080585539340973,
-0.26075267791748047,
-0.02382742241024971,
0.0364176481962204,
0.005956429522484541,
0.15469540655612946,
0.10649647563695908,
0.0981583520770073,
0.18053264915943146,
-0.09652096778154373,
-0.09712624549865723,
-0.18322989344596863,
-0.32976049184799194,
0.1840197741985321,
0.0529414564371109,
0.03538408502936363,
-0.1530473232269287,
0.11695196479558945,
0.027281615883111954,
-0.15503636002540588,
-0.20401757955551147,
0.22597883641719818,
-0.13150477409362793,
-0.34528714418411255,
-0.1903001368045807,
0.0012861811555922031,
-0.2778306305408478,
-0.4454154670238495,
-0.03133975341916084,
0.052188556641340256,
-0.24589911103248596,
-0.2138424813747406,
0.015332046896219254,
0.07654701918363571,
-0.324994832277298,
-0.11814630031585693,
0.2416534274816513,
0.7265812754631042,
-0.5139060020446777,
-0.27892714738845825,
-0.07644447684288025,
-0.32775115966796875,
0.2245224118232727,
0.25159838795661926,
-0.1615428775548935,
0.24883770942687988,
-0.3000687062740326,
0.0010978782083839178,
0.33113619685173035,
-0.38044315576553345,
-0.6101979613304138,
0.18799135088920593,
-0.05406351014971733,
-0.05055838078260422,
0.11244061589241028,
0.1294064074754715,
0.13972502946853638,
-0.3284984529018402,
-0.5146920084953308,
-0.015762967988848686,
-0.023205839097499847,
0.03065456822514534,
-0.17653076350688934,
-0.6106560826301575,
0.20204265415668488,
-0.004053614567965269,
0.06482633203268051,
0.20288074016571045,
0.2194608896970749,
0.25281235575675964,
0.46704426407814026,
-0.06755135953426361,
0.09775999188423157,
0.21564556658267975,
0.4710688292980194,
0.27308493852615356,
0.06700855493545532,
0.06013263389468193,
-0.17628921568393707,
0.16271086037158966,
0.14908844232559204,
0.22796586155891418,
-0.21235954761505127,
-0.0618012510240078,
-0.5251750946044922,
-0.128554105758667,
-0.32353028655052185,
-0.2717587351799011,
-0.02874145656824112,
0.09019272774457932,
0.24465492367744446,
-0.1121620386838913,
-0.2586703598499298,
0.24789640307426453,
-0.22944848239421844,
0.1092182993888855,
-0.12076450884342194,
0.4380151033401489,
-0.21300452947616577,
-0.011913488619029522,
-0.028281940147280693,
0.19454243779182434,
0.23810629546642303,
-0.32130974531173706,
-0.08599212020635605,
0.48237815499305725,
-0.30508995056152344,
0.27628642320632935,
0.3618415296077728,
0.20527569949626923,
0.2600657641887665,
-0.42293310165405273,
0.22897247970104218,
0.12326371669769287,
-0.07466554641723633,
0.15778549015522003,
-0.18875040113925934,
-0.09270797669887543,
-0.008854687213897705,
0.2620517611503601,
-0.04181283712387085,
-0.027580060064792633,
0.3348993957042694,
-0.1963992714881897,
-0.08839967846870422,
-0.25979703664779663,
-0.2072838693857193,
-0.2496730238199234,
-0.28294071555137634,
-0.26051437854766846,
0.01711665838956833,
0.21265554428100586,
0.4123404920101166,
-0.13853079080581665,
0.029502801597118378,
0.3590829372406006,
0.06739877164363861,
-0.006564287468791008,
-0.218541219830513,
0.487252801656723,
0.35764172673225403,
0.02024857886135578,
-0.17378918826580048,
0.19965529441833496,
0.16900566220283508,
-0.07507901638746262,
0.24545958638191223,
0.10359930247068405,
-0.17095284163951874,
0.05860171094536781,
-0.07979504764080048,
-0.047522444278001785,
-0.051934864372015,
0.11764617264270782,
0.1086500883102417,
0.33975163102149963,
-0.24607320129871368,
-0.06746143102645874,
-0.33428144454956055,
-0.6024011969566345,
-0.34080901741981506,
0.16914775967597961,
-0.32196035981178284,
-0.16436192393302917,
-0.030135663226246834,
0.26581263542175293,
-0.03774312511086464,
0.21602965891361237,
0.10990434139966965,
0.259346604347229,
-0.08485813438892365,
0.14228573441505432,
-0.23889847099781036,
0.018831880763173103,
-0.15929076075553894,
-0.028754662722349167,
0.35455915331840515,
0.06279125064611435,
0.28990882635116577,
-0.5861011743545532,
-0.24623875319957733,
-1.0009708404541016,
-0.18789945542812347,
0.11994883418083191,
0.0032069708686321974,
0.15407156944274902,
0.4157359302043915,
0.39132723212242126,
0.28903430700302124,
0.060323335230350494,
0.2781766951084137,
-0.2399689108133316,
0.1530863642692566,
-0.2830747961997986,
-0.15202417969703674,
0.093063585460186,
-0.05928947776556015,
-0.25696882605552673,
-0.45896440744400024,
-0.22088280320167542,
0.2960769236087799,
0.1360134333372116,
0.11073481291532516,
0.046827562153339386,
0.24368710815906525,
-0.048303842544555664,
0.0023813878651708364,
-0.2082565724849701,
0.00963648222386837,
0.03443356975913048,
0.29579663276672363,
-0.13250602781772614,
-0.4118843078613281,
0.2555500268936157,
0.2001848667860031,
0.028117669746279716,
-0.20479004085063934,
-0.5103380680084229,
-0.3684634864330292,
-0.0034457636065781116,
0.4062129855155945,
0.054858267307281494,
0.4638822376728058,
0.1891886591911316,
0.06250905245542526,
-0.01222436036914587,
-0.010843062773346901,
-0.3678068518638611,
-0.08956807851791382,
0.19723090529441833,
0.5582017302513123,
0.41642189025878906,
0.44344428181648254,
-0.145186185836792,
0.5577760338783264,
0.08764222264289856,
0.009519918821752071,
0.2989991009235382,
-0.36364278197288513,
0.40486398339271545,
-0.04204387590289116,
-0.3322058320045471,
0.18261279165744781,
-0.19452673196792603,
0.33180156350135803,
0.33618414402008057,
0.14699454605579376,
0.10407496243715286,
-0.09481789171695709,
-0.17029087245464325,
-0.13299357891082764,
-0.40285757184028625,
-0.14856314659118652,
0.5888519883155823,
0.14368942379951477,
0.23237645626068115,
0.022849371656775475,
-0.3772395849227905,
-0.14271709322929382,
0.4252009987831116,
0.3784025311470032,
0.030697330832481384,
0.09628380835056305,
0.16036230325698853,
0.009738887660205364,
-0.5299112796783447,
0.20296938717365265,
0.056526172906160355,
0.1712636798620224,
0.02203700691461563,
0.08570724725723267,
0.15114933252334595,
-0.06974958628416061,
0.7038936018943787,
-0.140851691365242,
0.08775124698877335,
-0.0066864462569355965,
0.16290926933288574,
0.11044291406869888,
-0.05152997374534607,
-0.038497503846883774,
0.18245595693588257,
0.3331945538520813,
0.1445675790309906,
-0.25905725359916687,
-0.3296526372432709,
0.5500897169113159,
0.4340197741985321,
-0.1855708360671997,
-0.2135305404663086,
-0.006778898183256388,
-0.4758862555027008,
-0.6366705298423767,
-0.1136641576886177,
-0.054017964750528336,
-0.07404078543186188,
-0.1543673276901245,
0.11386200040578842,
0.2564127743244171,
-0.170710951089859,
-0.1556665599346161,
-0.08927749842405319,
0.17696571350097656,
0.41896066069602966,
-0.056101251393556595,
0.176349475979805,
-0.05180617794394493,
0.11377658694982529,
0.39672714471817017,
-0.0779779776930809,
-0.3872694671154022,
-0.12442606687545776,
-0.2225024253129959,
-0.10311098396778107,
0.3866276443004608,
0.09103716164827347,
0.10346904397010803,
0.2654748558998108,
0.17718525230884552,
-0.07700738310813904,
0.056506574153900146,
0.4585665762424469,
-0.07647397369146347,
-0.39696773886680603,
-0.45412901043891907,
0.3306320905685425,
-0.12287221103906631,
0.016230594366788864,
0.2529269754886627,
0.4226771593093872,
-0.10934628546237946,
-0.21920156478881836,
-0.17364123463630676,
0.9077017903327942,
0.08279289305210114,
0.03477371484041214,
0.2712680399417877,
-0.10254866629838943,
0.6737477779388428,
-0.1317315697669983,
0.13284249603748322,
-0.26109907031059265,
-0.04923071339726448,
-0.08136814087629318,
0.10122193396091461,
-0.15584447979927063,
0.06356723606586456,
-0.12616239488124847,
0.45672184228897095,
0.05989229306578636,
-0.014063254930078983,
0.19176752865314484,
0.42028480768203735,
-0.11783087998628616,
-0.1718258112668991,
-0.30968478322029114,
0.07607828080654144,
0.07585499435663223,
0.42379721999168396,
-0.12206749618053436,
-0.14694875478744507,
0.1439668983221054,
-0.21936559677124023,
-0.6025189757347107,
0.06877638399600983,
-0.2006501704454422,
0.08746601641178131,
0.13611209392547607,
0.07313603162765503,
0.24864879250526428,
0.176136314868927,
0.4182495176792145,
0.0958508625626564,
-0.3794703781604767,
0.22383680939674377,
-0.1555955559015274,
-0.17851771414279938,
-0.07026547193527222,
0.3249343931674957,
-0.06142706423997879,
-0.2574085593223572,
-0.4357277750968933,
-0.2055077850818634,
-0.011180097237229347,
-0.29999980330467224,
0.10222602635622025,
-0.2520032227039337,
0.5220277905464172,
-0.11844713240861893,
-0.0968029648065567,
-0.07299050688743591,
-0.16120852530002594,
-0.3448168635368347,
0.018516508862376213,
-0.04426949843764305,
-0.1120542511343956,
0.03909280151128769,
-0.17824742197990417,
-0.05704179406166077,
-0.08962477743625641,
0.23396240174770355,
-0.37154102325439453,
-0.1817033439874649,
0.5752357840538025,
0.3446541428565979,
-0.01558014377951622,
-0.2305595874786377,
-0.2190043032169342,
-0.2222653329372406,
-0.8353121876716614,
0.18356728553771973,
0.29157713055610657,
0.16719472408294678,
-0.06725132465362549,
0.5296759605407715,
0.15224571526050568,
0.07857681065797806,
-0.19427098333835602,
-0.3521624505519867,
-0.2618650197982788,
-0.0023980981204658747,
0.23421691358089447,
0.19489619135856628,
-0.00632471451535821,
-0.0003678935463540256,
0.13841620087623596,
-0.4774492681026459,
-0.19389739632606506,
0.009214003570377827,
0.06375113129615784,
-0.09112522751092911,
0.6803833246231079,
0.1719934493303299,
0.2699715793132782,
0.025804035365581512,
0.006825419142842293,
0.03699703887104988,
-0.010118159465491772,
-0.011071042157709599,
-0.2875036299228668,
0.18071769177913666,
-0.13701282441616058,
-0.4130559265613556,
0.02677472122013569,
-0.10238879919052124,
-0.07607530057430267,
-0.034373678267002106,
0.0697006806731224,
0.1879001259803772,
-0.06361626088619232,
0.0708680972456932,
0.4111155867576599,
-0.14884315431118011,
-0.13037315011024475,
0.14191724359989166,
0.34178516268730164,
0.5433333516120911,
0.1460549384355545,
0.39775094389915466,
-0.09449104964733124,
0.08448487520217896,
0.17409993708133698,
0.12183383107185364,
0.2144075483083725,
0.04606645926833153,
0.3353438377380371,
-0.13723985850811005,
0.06465229392051697,
0.3166051506996155,
0.2093927562236786,
0.4750922620296478,
-0.10007396340370178,
-0.07563799619674683,
0.30471929907798767,
0.03431430086493492,
-0.328118234872818,
-0.15996339917182922,
0.26569560170173645,
-0.044131841510534286,
-0.0775051936507225,
0.21222920715808868,
0.1708354353904724,
-0.15684455633163452,
0.33836591243743896,
0.11900641024112701,
0.40636759996414185,
-0.2076783925294876,
0.1074998676776886,
0.34484028816223145,
-0.018434077501296997,
0.020521551370620728,
-0.08403061330318451,
0.054331421852111816,
0.14791488647460938,
-0.006914560217410326,
-0.33258044719696045,
0.0007733197417110205,
-0.044107310473918915,
0.32875728607177734,
-0.06991297006607056,
-0.3360925614833832,
0.18083111941814423,
-0.19229981303215027,
0.12399279326200485,
-0.16254527866840363,
0.0326792374253273,
0.3966883718967438,
0.07305316627025604,
-0.1237238273024559,
-0.30085012316703796,
0.49384066462516785,
0.2963206171989441,
-0.17256483435630798,
-0.1268196851015091,
-0.1906030923128128,
-0.1363842934370041,
0.06686266511678696,
-0.10833677649497986,
-0.323378324508667,
0.09206992387771606,
0.004757314920425415,
-0.07733482867479324,
-0.4025583267211914,
-0.13643313944339752,
-0.22812776267528534,
0.32870569825172424,
-0.13472490012645721,
0.1191614419221878,
0.22389277815818787,
-0.004815593361854553,
0.23632825911045074,
0.28581592440605164,
0.4661473333835602,
0.2152847796678543,
0.444912314414978,
0.20521999895572662,
-0.0639488473534584,
-0.03247492015361786,
0.11891241371631622,
0.04383169114589691,
-0.05158887058496475,
0.1417502611875534,
0.056156057864427567,
0.029295258224010468,
-0.021598931401968002,
-0.34408968687057495,
-0.05173531174659729,
-0.0665440633893013,
-0.1367293894290924,
0.32351890206336975,
-0.07577512413263321,
-0.13499413430690765,
-0.49743130803108215,
0.181179016828537,
-0.20728754997253418,
-0.05073241516947746,
0.2020743191242218,
-0.060568250715732574,
0.035855118185281754,
0.05794568732380867,
0.007143804337829351,
-0.08926555514335632,
0.3542526662349701,
0.39613521099090576,
0.05713905766606331,
-0.23316936194896698,
-0.13734982907772064,
-0.6080148220062256,
0.07228168100118637,
0.029527058824896812,
-0.26065558195114136,
-0.1607082486152649,
-0.05046824365854263,
-0.24220655858516693,
-0.006700677797198296,
0.38354194164276123,
-0.1139456182718277,
0.26810339093208313,
0.1205856055021286,
-0.03899381309747696,
-0.19143249094486237,
-0.1258767992258072,
0.4343547523021698,
0.10690785944461823,
-0.13476182520389557,
0.055138058960437775,
-0.11801978945732117,
-0.13624751567840576,
0.1671072244644165,
-0.03452740237116814,
-0.1286480575799942,
-0.30729302763938904,
0.14295990765094757,
0.07705796509981155,
0.37179088592529297,
-0.15293753147125244,
-0.3054277002811432,
-0.4834336042404175,
-0.2226257175207138,
-0.4171459972858429,
0.27026817202568054,
-0.08217216283082962,
0.07179121673107147,
-0.03312186151742935,
0.17940935492515564,
-0.5594058632850647,
0.053370337933301926,
0.04798879846930504,
0.22274869680404663,
-0.20276950299739838,
0.1464831680059433,
-0.04881962016224861,
-0.03361401706933975,
0.410843163728714,
-0.08755092322826385,
-0.11982689797878265,
-0.04907790943980217,
-0.2409546673297882,
-0.009733117185533047,
0.6197206974029541,
-0.21841567754745483,
-0.10496463626623154,
-0.07501768320798874,
0.21928924322128296,
-0.03596882149577141,
-0.3054169714450836,
-0.4327182471752167,
0.17024840414524078,
0.11237915605306625,
0.290076345205307,
-0.07367423921823502,
0.21342848241329193,
-0.313507080078125,
0.0939057320356369,
0.06361951678991318,
0.2041405290365219,
0.17470934987068176,
-0.3216530680656433,
0.03393017500638962,
-0.06075957790017128
] |
https://github.com/huggingface/datasets/issues/2076 | Issue: Dataset download error | Hi @XuhuiZhou,
As @lhoestq has well explained, you need to fork HF's repository, create a feature branch in your fork, push your changes to it and then open a Pull Request to HF's upstream repository. This is so because at HuggingFace Datasets we follow a development model called "Fork and Pull Model". You can find more information here:
- [Understanding the GitHub flow](https://guides.github.com/introduction/flow/)
- [Forking Projects](https://guides.github.com/activities/forking/)
Alternatively, if you find all these steps too complicated, you can use the GitHub official command line tool: [GitHub CLI](https://cli.github.com/). Once installed, in order to create a Pull Request, you only need to use this command:
```shell
gh pr create --web
```
This utility will automatically create the fork, push your changes and open a Pull Request, under the hood. | The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link? | 126 | Issue: Dataset download error
The download link in `iwslt2017.py` file does not seem to work anymore.
For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz`
Would be nice if we could modify it script and use the new downloadable link?
Hi @XuhuiZhou,
As @lhoestq has well explained, you need to fork HF's repository, create a feature branch in your fork, push your changes to it and then open a Pull Request to HF's upstream repository. This is so because at HuggingFace Datasets we follow a development model called "Fork and Pull Model". You can find more information here:
- [Understanding the GitHub flow](https://guides.github.com/introduction/flow/)
- [Forking Projects](https://guides.github.com/activities/forking/)
Alternatively, if you find all these steps too complicated, you can use the GitHub official command line tool: [GitHub CLI](https://cli.github.com/). Once installed, in order to create a Pull Request, you only need to use this command:
```shell
gh pr create --web
```
This utility will automatically create the fork, push your changes and open a Pull Request, under the hood. | [
-0.2110830694437027,
-0.23542657494544983,
0.0539524219930172,
-0.12035335600376129,
-0.01603786274790764,
0.05731751769781113,
0.07369111478328705,
0.3318699896335602,
0.2753100097179413,
0.036061037331819534,
-0.1463584452867508,
-0.14004148542881012,
0.32786673307418823,
0.3584643304347992,
0.2050698846578598,
-0.1643647402524948,
0.10162908583879471,
0.01925753243267536,
-0.3486395478248596,
-0.02590794302523136,
-0.20463243126869202,
0.1603536307811737,
-0.032332245260477066,
0.09144154191017151,
-0.028047025203704834,
0.019089296460151672,
-0.2939881384372711,
0.3911275863647461,
-0.03637131676077843,
-0.4728156328201294,
0.403494656085968,
0.37018224596977234,
0.20427954196929932,
0.3489314317703247,
-0.00011846525740111247,
0.014252855442464352,
0.23679561913013458,
-0.04109218716621399,
-0.2115548849105835,
-0.10773128271102905,
-0.2645910680294037,
-0.4390316307544708,
-0.131662517786026,
-0.13813090324401855,
0.03440501540899277,
-0.09121805429458618,
0.15894858539104462,
0.33693361282348633,
0.3802201747894287,
0.2255798727273941,
0.12584051489830017,
0.4230259954929352,
0.4710547924041748,
-0.21853840351104736,
0.08626783639192581,
0.06143901124596596,
-0.12821483612060547,
0.29364094138145447,
0.08984097093343735,
-0.05915846303105354,
0.03648824617266655,
0.21529081463813782,
0.07816584408283234,
0.24974465370178223,
0.4219128489494324,
0.07370049506425858,
0.16081632673740387,
-0.3957279622554779,
0.14156827330589294,
0.2385166883468628,
0.6311092972755432,
-0.3547591269016266,
-0.37967053055763245,
-0.07608156651258469,
0.03332006186246872,
-0.11449101567268372,
0.14990653097629547,
0.026480449363589287,
-0.16599828004837036,
0.32946333289146423,
0.07866065204143524,
-0.5474174618721008,
-0.23950019478797913,
0.23119448125362396,
0.18107293546199799,
0.28534215688705444,
0.0017945840954780579,
0.07891516387462616,
0.37991443276405334,
-0.1323516070842743,
-0.13234396278858185,
0.15751373767852783,
-0.25540557503700256,
0.10316769033670425,
0.11078396439552307,
-0.23565295338630676,
-0.110346220433712,
-0.05506283417344093,
0.40481746196746826,
0.061331406235694885,
-0.3543202877044678,
-0.044474948197603226,
-0.2573794722557068,
0.0111755495890975,
0.17447099089622498,
-0.014996618963778019,
-0.1784740537405014,
-0.05999601632356644,
0.45627254247665405,
0.4776797592639923,
0.19871702790260315,
-0.1451389640569687,
0.2203816920518875,
-0.22681719064712524,
-0.367024302482605,
-0.2010921686887741,
0.4068787097930908,
-0.21968671679496765,
-0.07142142951488495,
-0.30438634753227234,
0.1304113268852234,
-0.05019720643758774,
-0.19430604577064514,
0.40441906452178955,
-0.12183921784162521,
0.03698405250906944,
0.06399106234312057,
0.28103598952293396,
-0.15741899609565735,
-0.2196878045797348,
-0.11348611861467361,
-0.0748005360364914,
0.19717535376548767,
0.1814005970954895,
0.003357976209372282,
-0.010848348960280418,
0.06228271871805191,
0.1343211978673935,
-0.19327352941036224,
-0.1267477422952652,
-0.2192617505788803,
0.2691921293735504,
-0.030506694689393044,
0.20955131947994232,
-0.02496582269668579,
0.2104758471250534,
0.12295941263437271,
-0.11837206035852432,
-0.16439595818519592,
-0.025780877098441124,
-0.22539693117141724,
-0.2972944676876068,
-0.34805557131767273,
0.04384450986981392,
-0.07914052158594131,
-0.30154746770858765,
-0.05415203794836998,
0.07782597094774246,
-0.3137884736061096,
-0.16406318545341492,
0.04726196825504303,
0.1616934984922409,
-0.29039061069488525,
-0.11994397640228271,
0.31450629234313965,
0.696530818939209,
-0.24584074318408966,
-0.3773682713508606,
-0.1598862111568451,
-0.13595478236675262,
0.07212398946285248,
0.3017197251319885,
-0.14996978640556335,
0.11953308433294296,
-0.2713196575641632,
0.1623038351535797,
0.26665523648262024,
-0.4356095492839813,
-0.5098184943199158,
0.22223277390003204,
-0.090006522834301,
-0.05613416060805321,
0.0360272191464901,
0.09098920971155167,
0.13521969318389893,
-0.2080695778131485,
-0.5479164719581604,
0.028452491387724876,
0.05753592774271965,
0.06038619205355644,
-0.2171856313943863,
-0.5456910729408264,
0.0474582277238369,
0.04272539168596268,
0.11204935610294342,
0.34815406799316406,
0.41646143794059753,
0.11774273216724396,
0.3645389974117279,
-0.18297535181045532,
0.1338171809911728,
0.28972944617271423,
0.503834068775177,
0.4074411988258362,
0.007104212883859873,
0.03019067458808422,
-0.2982335388660431,
0.14319230616092682,
0.042316194623708725,
0.25409090518951416,
-0.1266072392463684,
-0.12442833930253983,
-0.49428239464759827,
-0.0951792299747467,
-0.2824362814426422,
-0.18898239731788635,
0.00470919581130147,
0.06790405511856079,
0.06749200820922852,
-0.03557242453098297,
-0.13866139948368073,
0.395707368850708,
-0.21467795968055725,
0.16613830626010895,
-0.13941434025764465,
0.5786999464035034,
-0.16046157479286194,
0.05813189968466759,
0.10758666694164276,
0.13328981399536133,
0.24447934329509735,
-0.22594113647937775,
-0.15143141150474548,
0.41786906123161316,
-0.4214973747730255,
0.2410953789949417,
0.5301561951637268,
0.20471031963825226,
0.24717356264591217,
-0.503505289554596,
0.3256247937679291,
0.1582866907119751,
-0.05246075987815857,
0.11651914566755295,
-0.007211074698716402,
-0.038891665637493134,
0.06171721965074539,
0.2240244299173355,
0.05153030529618263,
0.06389456987380981,
0.4288526773452759,
-0.22044779360294342,
-0.024872535839676857,
-0.11231492459774017,
-0.22109387814998627,
-0.4116819202899933,
-0.05366160348057747,
-0.3122767508029938,
-0.11003195494413376,
0.28350213170051575,
0.5371804237365723,
-0.13353043794631958,
0.12549181282520294,
0.43504607677459717,
-0.041250791400671005,
0.04135935753583908,
0.01925087533891201,
0.26746830344200134,
0.05427251756191254,
0.07374981045722961,
-0.12890222668647766,
0.2507378160953522,
0.04355250298976898,
0.026672860607504845,
0.15053151547908783,
0.13455423712730408,
-0.06771743297576904,
-0.04254339635372162,
-0.07374561578035355,
-0.11196999996900558,
-0.034820057451725006,
0.03372777998447418,
-0.09661077708005905,
0.21125085651874542,
-0.368117094039917,
-0.034629739820957184,
-0.3610078692436218,
-0.6220446228981018,
-0.36554667353630066,
0.1438075304031372,
-0.4196513891220093,
-0.25895971059799194,
-0.027065958827733994,
0.31427091360092163,
-0.10005135089159012,
0.15562167763710022,
0.12368238717317581,
0.17500904202461243,
-0.12230443954467773,
0.20792873203754425,
-0.2587125599384308,
-0.05621516704559326,
-0.16043885052204132,
-0.04373643547296524,
0.2674292325973511,
0.20799055695533752,
0.32055753469467163,
-0.5224850177764893,
-0.131716787815094,
-0.901618242263794,
-0.11449512094259262,
0.2193329930305481,
0.04595940187573433,
0.11469574272632599,
0.3226824104785919,
0.49157536029815674,
0.16849200427532196,
0.03638334199786186,
0.2897360622882843,
-0.12805423140525818,
0.08441415429115295,
-0.27108585834503174,
-0.1807757169008255,
0.1145588606595993,
0.01757935620844364,
-0.07768531143665314,
-0.501808226108551,
-0.3658219277858734,
0.33813753724098206,
0.0024153213016688824,
0.05087137967348099,
0.20508569478988647,
0.18856768310070038,
0.0024426968302577734,
0.13670334219932556,
-0.1255960762500763,
0.009396789595484734,
0.056289173662662506,
0.3124881684780121,
-0.21251755952835083,
-0.3424597382545471,
0.34610888361930847,
0.20880888402462006,
-0.06225507706403732,
-0.24583329260349274,
-0.529768705368042,
-0.1404603272676468,
-0.035618070513010025,
0.5182731747627258,
0.015670817345380783,
0.4950367510318756,
0.17840325832366943,
-0.021653681993484497,
-0.008025681599974632,
-0.03688458725810051,
-0.22312390804290771,
0.05374520644545555,
0.21791253983974457,
0.38349252939224243,
0.41088810563087463,
0.4933071732521057,
-0.10120981931686401,
0.6489821076393127,
0.13515686988830566,
0.09926705807447433,
0.3816055655479431,
-0.2987956404685974,
0.3904782235622406,
-0.14697548747062683,
-0.29864323139190674,
-0.001642592716962099,
-0.15195460617542267,
0.2234380841255188,
0.30478301644325256,
0.13894756138324738,
0.1592383086681366,
-0.09365355968475342,
-0.3841908872127533,
-0.10081078857183456,
-0.42000433802604675,
-0.1524868607521057,
0.3653809726238251,
0.1339368373155594,
0.22606141865253448,
-0.09653432667255402,
-0.3875352442264557,
-0.14477945864200592,
0.4546307325363159,
0.48562100529670715,
0.07883584499359131,
0.19010867178440094,
0.22115367650985718,
0.036466944962739944,
-0.44691386818885803,
0.29039856791496277,
0.13200807571411133,
-0.022710435092449188,
-0.045388270169496536,
0.04289812967181206,
0.10851696878671646,
-0.1409754753112793,
0.5532927513122559,
0.011217826046049595,
0.21674619615077972,
-0.09854995459318161,
0.022987645119428635,
0.09941814094781876,
0.01079587358981371,
0.043710917234420776,
0.18378585577011108,
0.32691335678100586,
0.058639198541641235,
-0.4327539801597595,
-0.46080878376960754,
0.4464088976383209,
0.23598138988018036,
-0.19685961306095123,
-0.008538441732525826,
-0.04121021181344986,
-0.5688753724098206,
-0.7046003341674805,
-0.16785629093647003,
-0.007856227457523346,
-0.18797382712364197,
-0.12093010544776917,
0.07760632783174515,
0.19031928479671478,
-0.15689297020435333,
-0.19720712304115295,
0.007822812534868717,
0.1801781952381134,
0.275497704744339,
-0.03637402504682541,
0.15666556358337402,
-0.024771781638264656,
0.10787405073642731,
0.49782392382621765,
0.00520856399089098,
-0.2094106674194336,
-0.1368768960237503,
-0.05394664779305458,
-0.19452081620693207,
0.32702335715293884,
0.21491846442222595,
0.27940478920936584,
0.5513015985488892,
0.2594563961029053,
-0.2275276929140091,
0.0053486269898712635,
0.36133068799972534,
-0.09192956238985062,
-0.34106895327568054,
-0.37209653854370117,
0.5128761529922485,
-0.2919173240661621,
0.025315439328551292,
0.30095794796943665,
0.6141801476478577,
-0.04244134947657585,
-0.10704509913921356,
-0.21161530911922455,
0.8171716332435608,
0.10980375856161118,
0.023318234831094742,
0.320543110370636,
-0.31696441769599915,
0.49933943152427673,
-0.1834741234779358,
-0.07007164508104324,
-0.22372087836265564,
-0.10225696861743927,
-0.12986908853054047,
0.16353699564933777,
-0.14756666123867035,
-0.021165650337934494,
-0.02489185333251953,
0.4875749349594116,
0.2194264829158783,
0.16643239557743073,
0.1990477591753006,
0.4001985788345337,
-0.1482166051864624,
-0.1841365396976471,
-0.34121817350387573,
0.13239188492298126,
-0.10164879262447357,
0.5201208591461182,
-0.042682915925979614,
-0.36068999767303467,
0.039996981620788574,
-0.16363050043582916,
-0.4959302246570587,
0.09777440130710602,
-0.2116212546825409,
0.13163644075393677,
0.0644882470369339,
0.12859004735946655,
0.1896418035030365,
-0.17682062089443207,
0.4203732907772064,
0.08910208940505981,
-0.37051495909690857,
0.2290136218070984,
-0.08219316601753235,
-0.088216632604599,
-0.0938071683049202,
0.3628080487251282,
0.1292981654405594,
-0.29359742999076843,
-0.4153260588645935,
-0.11989130079746246,
-0.028805632144212723,
-0.396834135055542,
0.15161888301372528,
-0.36414915323257446,
0.06774669885635376,
-0.04857964441180229,
-0.09872855991125107,
0.07227049022912979,
-0.07356592267751694,
-0.3161446154117584,
0.038903579115867615,
-0.15567003190517426,
-0.09972082823514938,
-0.14705191552639008,
-0.09519726037979126,
-0.004418317694216967,
-0.1197342500090599,
0.21529361605644226,
-0.4728779196739197,
0.023132843896746635,
0.4791009724140167,
0.4317125976085663,
-0.08307579904794693,
-0.13882887363433838,
-0.2956312298774719,
0.05712657421827316,
-0.8023342490196228,
0.20803000032901764,
-0.034724388271570206,
0.1268727034330368,
-0.23694908618927002,
0.5104190111160278,
0.18615171313285828,
0.030339457094669342,
-0.14084048569202423,
-0.3329782485961914,
-0.1892121583223343,
0.1432463377714157,
0.12135042250156403,
0.13899129629135132,
-0.01548165176063776,
0.13250304758548737,
0.13118229806423187,
-0.3261324167251587,
-0.2453272044658661,
-0.059215761721134186,
0.008890224620699883,
-0.14259310066699982,
0.5837340950965881,
0.06773798912763596,
0.33273845911026,
0.03859987482428551,
-0.0028793690726161003,
-0.07867603749036789,
-0.15129223465919495,
-0.015379986725747585,
-0.3094739019870758,
0.1270187348127365,
-0.19380034506320953,
-0.3463672995567322,
-0.06613026559352875,
-0.23694434762001038,
-0.09941602498292923,
0.024589600041508675,
0.11646794527769089,
0.06737576425075531,
-0.09986771643161774,
0.10071098804473877,
0.32446810603141785,
-0.23288722336292267,
-0.18344134092330933,
0.11278212815523148,
0.49622875452041626,
0.5475102663040161,
-0.11236809194087982,
0.35273250937461853,
-0.21551406383514404,
0.036101873964071274,
0.007223569788038731,
0.15174786746501923,
0.2413238137960434,
-0.12308073043823242,
0.4092426300048828,
-0.09621493518352509,
0.03370905667543411,
0.19937971234321594,
0.27241626381874084,
0.21721906960010529,
-0.030128950253129005,
0.00025165308034047484,
0.19705809652805328,
0.03343016654253006,
-0.24071787297725677,
0.0043879118748009205,
0.27738869190216064,
-0.3165876865386963,
0.0001486702385591343,
0.24450881779193878,
0.24342024326324463,
0.03268647938966751,
0.2097509801387787,
0.15460218489170074,
0.3843671679496765,
-0.13548873364925385,
-0.005949888378381729,
0.28110817074775696,
-0.05663897842168808,
0.07233726978302002,
-0.1455574333667755,
0.14887674152851105,
0.26660943031311035,
0.08120906352996826,
-0.21768876910209656,
-0.01914970949292183,
-0.000055938755394890904,
0.26462090015411377,
0.06885810196399689,
-0.43458491563796997,
-0.012428891845047474,
-0.18144287168979645,
0.19808955490589142,
-0.12556681036949158,
0.023494889959692955,
0.2571658492088318,
0.07224439829587936,
-0.39083418250083923,
-0.1862325370311737,
0.6674998998641968,
0.27296993136405945,
-0.006773735396564007,
-0.16179056465625763,
-0.1766161173582077,
-0.24125553667545319,
0.04725431650876999,
-0.10854664444923401,
-0.30097392201423645,
0.14662495255470276,
0.03428536653518677,
0.125867560505867,
-0.21880728006362915,
-0.056716859340667725,
-0.1533832997083664,
0.35543522238731384,
-0.10988572239875793,
0.1494349241256714,
0.30638498067855835,
-0.11608618497848511,
0.09941618889570236,
0.24215854704380035,
0.4903849959373474,
0.08804427087306976,
0.11182184517383575,
0.17830203473567963,
0.1303446739912033,
-0.16388317942619324,
0.14864003658294678,
-0.13576626777648926,
-0.1518828123807907,
0.11627286672592163,
0.1003919318318367,
0.05475915968418121,
-0.09635169059038162,
-0.2757141888141632,
-0.280741423368454,
0.032741282135248184,
-0.12580443918704987,
0.4316258430480957,
-0.18653994798660278,
-0.1493147909641266,
-0.2894166111946106,
0.02951601892709732,
-0.19190528988838196,
0.01204925961792469,
0.1910398304462433,
-0.2029004693031311,
0.01640545204281807,
0.03760095313191414,
0.030353408306837082,
-0.184880793094635,
0.3830528259277344,
0.36889830231666565,
0.10847586393356323,
-0.04044678062200546,
-0.1493474543094635,
-0.5221025347709656,
-0.0911988839507103,
-0.06462834775447845,
-0.31108787655830383,
0.08188921958208084,
0.021668067201972008,
-0.1355518102645874,
-0.051725056022405624,
0.4342079162597656,
-0.30803951621055603,
0.36085352301597595,
0.1353234052658081,
0.12330977618694305,
-0.21881301701068878,
-0.31928423047065735,
0.33449146151542664,
0.10198367387056351,
-0.1856914907693863,
0.10057586431503296,
0.02844235487282276,
-0.10476288944482803,
0.22863104939460754,
0.03140731155872345,
0.0685325637459755,
-0.7217942476272583,
0.057710420340299606,
0.010811359621584415,
0.2015741616487503,
-0.2599641978740692,
-0.4110693037509918,
-0.28141525387763977,
-0.3405732214450836,
-0.3281993865966797,
0.10834161937236786,
-0.25609099864959717,
0.3493722677230835,
0.09750787168741226,
0.01463149581104517,
-0.5679982304573059,
0.03933262452483177,
0.10836520045995712,
0.122435562312603,
-0.16011524200439453,
0.23942731320858002,
-0.21918290853500366,
-0.02463221549987793,
0.5274121761322021,
0.014111336320638657,
-0.08249913156032562,
0.056200891733169556,
-0.3022768497467041,
-0.1346306949853897,
0.5225576758384705,
-0.11658401787281036,
-0.08328638970851898,
-0.04012394696474075,
0.2780084013938904,
0.16978096961975098,
-0.36634713411331177,
-0.4627891778945923,
0.13637974858283997,
0.0041426909156143665,
0.2846256494522095,
-0.0590314157307148,
0.22009938955307007,
-0.1446906477212906,
0.0008828089921735227,
0.10614880174398422,
0.18280687928199768,
0.168329656124115,
-0.34485340118408203,
0.06166829541325569,
-0.018939891830086708
] |
https://github.com/huggingface/datasets/issues/2075 | ConnectionError: Couldn't reach common_voice.py | Hi @LifaSun, thanks for reporting this issue.
Sometimes, GitHub has some connectivity problems. Could you confirm that the problem persists? | When I run:
from datasets import load_dataset, load_metric
common_voice_train = load_dataset("common_voice", "zh-CN", split="train+validation")
common_voice_test = load_dataset("common_voice", "zh-CN", split="test")
Got:
ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/master/datasets/common_voice/common_voice.py
Version:
1.4.1
Thanks! @lhoestq @LysandreJik @thomwolf | 20 | ConnectionError: Couldn't reach common_voice.py
When I run:
from datasets import load_dataset, load_metric
common_voice_train = load_dataset("common_voice", "zh-CN", split="train+validation")
common_voice_test = load_dataset("common_voice", "zh-CN", split="test")
Got:
ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/master/datasets/common_voice/common_voice.py
Version:
1.4.1
Thanks! @lhoestq @LysandreJik @thomwolf
Hi @LifaSun, thanks for reporting this issue.
Sometimes, GitHub has some connectivity problems. Could you confirm that the problem persists? | [
-0.4876461625099182,
-0.08469899743795395,
-0.07917772978544235,
-0.0048032524064183235,
0.39035606384277344,
0.012986864894628525,
0.2704301178455353,
0.3016327917575836,
-0.06318770349025726,
0.30897533893585205,
-0.21267545223236084,
-0.13470558822155,
0.1226181760430336,
0.01701010949909687,
-0.009427927434444427,
-0.0931781679391861,
-0.00447867251932621,
0.0029830147977918386,
0.1925331950187683,
0.024769587442278862,
-0.0387783944606781,
0.08584332466125488,
-0.1760057955980301,
0.3123498260974884,
-0.18926626443862915,
-0.050779975950717926,
0.05891135334968567,
0.07704489678144455,
-0.21321997046470642,
-0.3560754060745239,
0.4676540791988373,
0.027777796611189842,
-0.041264187544584274,
0.8190295100212097,
-0.0001130046002799645,
0.14519180357456207,
0.441400408744812,
-0.0683252364397049,
-0.30761224031448364,
-0.4945727586746216,
-0.09047997742891312,
-0.016524650156497955,
0.1303873509168625,
0.16184408962726593,
-0.16147755086421967,
0.05184232071042061,
0.06876306980848312,
-0.23081250488758087,
0.3591998815536499,
0.356059193611145,
0.21533669531345367,
0.2006513625383377,
0.35482996702194214,
-0.18685896694660187,
-0.05210920795798302,
-0.18926210701465607,
-0.021894389763474464,
0.8155434131622314,
0.08653397113084793,
-0.22358793020248413,
0.22521887719631195,
0.13622601330280304,
0.11471369862556458,
-0.04245554283261299,
-0.09717205166816711,
-0.04460649937391281,
0.11514709144830704,
-0.30211141705513,
0.04659894481301308,
0.24857363104820251,
0.40802013874053955,
-0.4108530879020691,
-0.33932873606681824,
-0.009671804495155811,
0.06880038231611252,
-0.19190070033073425,
0.17943701148033142,
0.07559619843959808,
-0.3747932016849518,
0.08968982845544815,
-0.43958163261413574,
-0.31701692938804626,
-0.16873836517333984,
0.22199586033821106,
-0.03880312666296959,
0.07056169211864471,
-0.11154959350824356,
0.07635338604450226,
0.1780451089143753,
0.0002036340447375551,
-0.3434879183769226,
0.1713797003030777,
0.002053376054391265,
0.4054928719997406,
-0.5099365711212158,
-0.027029287070035934,
-0.24460221827030182,
-0.38340848684310913,
0.3409879207611084,
-0.0012130197137594223,
-0.0660155862569809,
-0.04445876553654671,
-0.21843162178993225,
0.19570326805114746,
0.32386794686317444,
0.23192475736141205,
-0.014554120600223541,
0.2270810604095459,
0.41106289625167847,
0.21892130374908447,
-0.09508664906024933,
-0.044209327548742294,
-0.3507365882396698,
-0.36483168601989746,
0.19443033635616302,
-0.013700778596103191,
0.38097432255744934,
-0.30234378576278687,
-0.2657468616962433,
0.09506769478321075,
-0.20451238751411438,
-0.027401356026530266,
-0.048689279705286026,
0.37983277440071106,
-0.13500364124774933,
0.03825480490922928,
-0.12368308007717133,
0.422195702791214,
-0.11855945736169815,
0.0815405324101448,
-0.21664093434810638,
-0.09030959010124207,
-0.11282654106616974,
0.09766965359449387,
0.0493132658302784,
-0.3984246551990509,
0.20740044116973877,
0.037975385785102844,
0.35722610354423523,
-0.30740588903427124,
-0.08911031484603882,
-0.08565788716077805,
-0.5720181465148926,
0.16422969102859497,
0.05336859077215195,
0.21465183794498444,
0.2993556261062622,
-0.15875670313835144,
-0.1170124039053917,
-0.10496709495782852,
-0.3046242892742157,
-0.4716559648513794,
0.04821966961026192,
0.22573255002498627,
-0.010270172730088234,
0.0569617934525013,
-0.40908440947532654,
-0.17717744410037994,
0.14865027368068695,
-0.29361602663993835,
-0.08806069940328598,
-0.3016134798526764,
0.059756990522146225,
-0.13160501420497894,
0.4870409369468689,
0.0713868960738182,
0.05277162045240402,
-0.1694483757019043,
-0.03512004390358925,
-0.10186091810464859,
0.05483119189739227,
0.5269743800163269,
-0.24845653772354126,
0.06013975292444229,
-0.22217828035354614,
0.15609684586524963,
0.5217100381851196,
-0.652610719203949,
-0.48797255754470825,
0.40222182869911194,
-0.23586969077587128,
0.06717085838317871,
-0.09392914921045303,
-0.2874568700790405,
0.039274491369724274,
-0.03234429657459259,
0.5161753296852112,
0.11746390163898468,
-0.09799522906541824,
-0.19687756896018982,
0.040791094303131104,
-0.20472344756126404,
0.17068099975585938,
0.021110085770487785,
-0.009748331271111965,
0.07874006032943726,
0.16236108541488647,
-0.026978377252817154,
0.41640329360961914,
0.10372831672430038,
0.009008927270770073,
0.2248876690864563,
0.31085118651390076,
-0.22777627408504486,
-0.1555938571691513,
-0.15966330468654633,
0.15187054872512817,
0.11773689091205597,
0.2797801196575165,
0.3692602813243866,
-0.12914690375328064,
-0.12520699203014374,
-0.44467541575431824,
-0.025785893201828003,
-0.23102092742919922,
0.06227971613407135,
0.05680875852704048,
0.032031331211328506,
0.06463145464658737,
0.21935461461544037,
-0.1840769201517105,
0.16225983202457428,
-0.2816718518733978,
0.10973362624645233,
-0.13200512528419495,
0.4692251682281494,
-0.260651558637619,
-0.03480634093284607,
0.22117756307125092,
0.2767658531665802,
0.04564596340060234,
-0.0788387879729271,
-0.21469999849796295,
0.3152983784675598,
-0.317859947681427,
0.23517519235610962,
0.12059728056192398,
0.2831675410270691,
0.11759480834007263,
-0.5911061763763428,
0.059187017381191254,
0.14855435490608215,
-0.02324042096734047,
0.04245740920305252,
0.3778437077999115,
0.23864074051380157,
0.17280331254005432,
0.44965922832489014,
0.07263333350419998,
0.0858747810125351,
0.29090988636016846,
0.24765707552433014,
-0.13427534699440002,
0.14535774290561676,
0.16169790923595428,
-0.17191876471042633,
0.3192300498485565,
-0.18308433890342712,
-0.340532124042511,
-0.1651495397090912,
0.3829871416091919,
-0.08322320878505707,
0.10789358615875244,
0.11361583322286606,
-0.13908319175243378,
-0.11291063576936722,
-0.013241315260529518,
-0.008658845908939838,
0.2383926957845688,
0.09118881821632385,
0.010604302398860455,
0.32265904545783997,
-0.2620111405849457,
0.0036355615593492985,
0.05493534728884697,
0.058323461562395096,
0.17430740594863892,
0.258944571018219,
0.022672677412629128,
-0.0217202827334404,
-0.04566667973995209,
-0.25809744000434875,
-0.20933549106121063,
0.14789055287837982,
-0.18081524968147278,
0.1480846256017685,
-0.08666342496871948,
0.013279411010444164,
-0.08053721487522125,
-0.3049542307853699,
-0.5015798807144165,
-0.25108233094215393,
-0.12521150708198547,
0.10890109837055206,
0.350338339805603,
0.26148828864097595,
-0.039821140468120575,
-0.10080403089523315,
0.19077681005001068,
-0.2764282524585724,
0.060496050864458084,
-0.21828541159629822,
-0.22438888251781464,
0.07060565799474716,
0.08442427963018417,
-0.31232038140296936,
0.02334495075047016,
-0.22959056496620178,
-0.1374635547399521,
-0.07820481061935425,
-0.1175297200679779,
0.00835069827735424,
-0.24554917216300964,
0.30561748147010803,
0.18163391947746277,
0.3986814618110657,
0.23304107785224915,
-0.006505419500172138,
0.42175957560539246,
-0.21888138353824615,
-0.02199566178023815,
0.044247545301914215,
-0.06340387463569641,
0.022656435146927834,
0.17673619091510773,
-0.2832997143268585,
-0.41188517212867737,
-0.3967010974884033,
0.23751245439052582,
-0.16988809406757355,
0.050105009227991104,
0.2355160266160965,
0.12342564016580582,
-0.04736354574561119,
0.07053466886281967,
0.3045691251754761,
-0.16424326598644257,
-0.3654203712940216,
0.04843006655573845,
-0.08567167818546295,
-0.1601700484752655,
0.17187091708183289,
0.23913268744945526,
0.5762706398963928,
-0.07253612577915192,
-0.44488367438316345,
-0.016850465908646584,
-0.053474705666303635,
0.32423296570777893,
0.10211068391799927,
-0.007223611697554588,
-0.017047133296728134,
-0.09059737622737885,
-0.05767224356532097,
0.1403520256280899,
-0.23528559505939484,
-0.06298155337572098,
0.2043684870004654,
0.3051237165927887,
0.1238507330417633,
0.5398370623588562,
-0.13484477996826172,
0.664823591709137,
0.29272598028182983,
0.15644384920597076,
0.187933087348938,
-0.2086392492055893,
0.34135890007019043,
-0.2027696818113327,
-0.4419165849685669,
0.1032797172665596,
-0.17082980275154114,
-0.0757671520113945,
0.08268655836582184,
0.17492902278900146,
0.035712141543626785,
-0.37925946712493896,
-0.451511949300766,
-0.1404632031917572,
-0.2120099663734436,
-0.23059606552124023,
-0.2494814395904541,
0.0973118469119072,
0.08861958235502243,
-0.02552800066769123,
-0.11314436048269272,
-0.08588774502277374,
-0.016193345189094543,
0.44768834114074707,
-0.13470536470413208,
0.13764163851737976,
-0.23221799731254578,
-0.2518395781517029,
-0.30934759974479675,
0.18620359897613525,
0.05720245838165283,
0.4124843180179596,
-0.38715413212776184,
0.18817315995693207,
-0.10863536596298218,
0.023167407140135765,
0.17578664422035217,
-0.12606438994407654,
0.08961603790521622,
0.02968519739806652,
0.007516147568821907,
-0.18143413960933685,
-0.06715027242898941,
0.19485077261924744,
0.33338823914527893,
0.3082723617553711,
0.22687937319278717,
-0.16490694880485535,
0.043612390756607056,
0.1503460705280304,
0.4491623044013977,
0.052108317613601685,
0.03562270849943161,
-0.3161218464374542,
-0.2028123140335083,
-0.30191466212272644,
0.04516742005944252,
0.006408322602510452,
0.316974937915802,
-0.1787017434835434,
0.04009244218468666,
0.33802351355552673,
-0.24880672991275787,
0.23509298264980316,
0.04588666185736656,
-0.07953920215368271,
-0.35746344923973083,
0.18483102321624756,
0.2858287990093231,
0.04181033372879028,
0.06718612462282181,
0.7470648288726807,
0.10480161011219025,
-0.5249846577644348,
0.015138520859181881,
0.21057988703250885,
0.392726331949234,
0.30510446429252625,
0.014523888938128948,
0.2129780650138855,
0.27635982632637024,
0.08474007993936539,
-0.02717342972755432,
0.1968185156583786,
0.3358711004257202,
0.33918318152427673,
-0.6512300372123718,
-0.5451784729957581,
0.12402034550905228,
-0.1648373007774353,
-0.013387302868068218,
0.30717769265174866,
0.1552504301071167,
-0.13319166004657745,
0.05065188556909561,
-0.5677531957626343,
1.0728423595428467,
0.1851099133491516,
0.08114206790924072,
0.03696960583329201,
-0.04085659980773926,
-0.04295409098267555,
-0.3154565691947937,
0.07942912727594376,
-0.11256229877471924,
-0.1045743077993393,
-0.013576045632362366,
-0.2059077024459839,
0.06886718422174454,
-0.19625696539878845,
-0.07629041373729706,
0.4810023307800293,
-0.08708604425191879,
0.0726325586438179,
0.18579481542110443,
0.26835930347442627,
0.013669473119080067,
0.2445688247680664,
-0.2734535038471222,
0.17763671278953552,
-0.04878935590386391,
0.517677366733551,
0.002268352312967181,
-0.09417698532342911,
-0.24350595474243164,
-0.3722912669181824,
-0.36881011724472046,
0.28390824794769287,
-0.11938071250915527,
0.06717487424612045,
0.18565092980861664,
-0.2672017812728882,
0.20501521229743958,
0.1718737632036209,
0.3522239923477173,
0.29816532135009766,
-0.2847107946872711,
0.17620980739593506,
-0.007189028896391392,
-0.07783318310976028,
0.15461571514606476,
0.12502750754356384,
0.052141375839710236,
-0.1679113507270813,
-0.5022814273834229,
0.3732268512248993,
-0.015688391402363777,
-0.39645329117774963,
-0.13001343607902527,
-0.24428050220012665,
0.008855088613927364,
-0.16381491720676422,
0.20535436272621155,
-0.33472028374671936,
0.1721632033586502,
-0.3236492872238159,
0.12639588117599487,
0.1891031414270401,
-0.18805497884750366,
-0.1597912311553955,
0.20887020230293274,
-0.19250436127185822,
-0.0563027448952198,
0.2488453984260559,
0.04974382743239403,
-0.13858149945735931,
0.4595990777015686,
0.13963063061237335,
-0.04543878510594368,
-0.2443520575761795,
-0.05857227370142937,
0.5368097424507141,
-0.4719844460487366,
-0.028509471565485,
-0.11123213917016983,
0.19442762434482574,
-0.16582348942756653,
0.4409451484680176,
0.20322148501873016,
-0.07848668098449707,
0.10249881446361542,
-0.46980515122413635,
-0.3129364550113678,
0.1936556100845337,
-0.061578311026096344,
0.20661795139312744,
-0.08160601556301117,
0.10829328000545502,
-0.0067190248519182205,
-0.04456067457795143,
-0.2897929549217224,
-0.10779954493045807,
-0.3431856632232666,
0.02096717618405819,
0.333973228931427,
-0.19140075147151947,
0.3850358724594116,
0.04021672531962395,
0.22577832639217377,
-0.24550557136535645,
-0.18081943690776825,
-0.14693211019039154,
0.02131929062306881,
0.12127609550952911,
0.019761862233281136,
-0.253361314535141,
0.14565540850162506,
0.05645272508263588,
-0.14737161993980408,
-0.00860933493822813,
0.18584875762462616,
0.048035383224487305,
0.05523121356964111,
-0.13472433388233185,
-0.07230687886476517,
-0.1145792305469513,
0.05437082424759865,
0.11887378990650177,
0.03792036324739456,
0.4012286365032196,
-0.009239312261343002,
0.1457679718732834,
0.01580330729484558,
-0.22881050407886505,
-0.41039395332336426,
0.06348758935928345,
0.11047019064426422,
0.018877893686294556,
0.35178300738334656,
-0.34965601563453674,
0.06948414444923401,
0.04873720556497574,
0.6509904861450195,
0.10222762823104858,
-0.35336604714393616,
0.26295703649520874,
0.250211238861084,
0.1545458436012268,
-0.2229314148426056,
-0.024043340235948563,
0.16324347257614136,
-0.1636531800031662,
-0.01736413687467575,
0.1162431612610817,
0.18226803839206696,
0.05828586593270302,
-0.06752759218215942,
-0.09430436789989471,
0.49974188208580017,
-0.08563125133514404,
0.27289676666259766,
0.1634151190519333,
0.11910378187894821,
-0.008213335648179054,
0.1074972078204155,
0.13304564356803894,
0.04309051111340523,
0.3482435643672943,
-0.5331623554229736,
0.09003102034330368,
0.06722985953092575,
-0.09371925890445709,
0.16207116842269897,
-0.17752379179000854,
0.10250712931156158,
0.0001449237606720999,
-0.35716164112091064,
-0.2571326494216919,
-0.1978612095117569,
0.4001486897468567,
-0.37337082624435425,
0.14291132986545563,
-0.23027418553829193,
0.10501187294721603,
-0.05531672015786171,
-0.16856078803539276,
0.01175049040466547,
-0.2862841784954071,
-0.2023342400789261,
-0.19512996077537537,
0.05820656567811966,
-0.06720336526632309,
0.20153914391994476,
-0.05340781435370445,
0.08703398704528809,
-0.3017740845680237,
-0.14262354373931885,
0.22017458081245422,
-0.0625627413392067,
-0.10323230922222137,
0.32509228587150574,
0.10042065382003784,
-0.09805147349834442,
0.23330381512641907,
0.282514750957489,
0.7588904500007629,
0.172331303358078,
-0.0794541984796524,
0.21040527522563934,
0.12197859585285187,
-0.1308843195438385,
0.25853395462036133,
0.04861614480614662,
0.2171357274055481,
0.16467295587062836,
0.26859328150749207,
0.20977987349033356,
-0.12167596817016602,
0.2220001220703125,
-0.14170576632022858,
0.05217732861638069,
-0.3314893841743469,
0.4694356918334961,
-0.4028271436691284,
-0.18312984704971313,
-0.49033719301223755,
0.16563427448272705,
-0.47905975580215454,
-0.0280087161809206,
0.4250090718269348,
0.1137310266494751,
0.01962570659816265,
-0.40839633345603943,
0.08693604916334152,
-0.05387081205844879,
0.3900735378265381,
0.3639172613620758,
0.4856376349925995,
-0.10299759358167648,
-0.10191144794225693,
-0.41009441018104553,
0.3474361002445221,
-0.1695384830236435,
-0.06341610103845596,
-0.10568616539239883,
-0.10289356112480164,
0.03269046172499657,
0.20125974714756012,
0.2235747128725052,
-0.1411512941122055,
-0.19967181980609894,
0.012637639418244362,
-0.014284811913967133,
-0.23948632180690765,
-0.0034856165293604136,
0.13725969195365906,
-0.01842314377427101,
-0.21184486150741577,
0.15800179541110992,
-0.4327090382575989,
0.025136424228549004,
0.07089865952730179,
0.12021782249212265,
0.087901771068573,
-0.3852391242980957,
0.29491397738456726,
0.16433139145374298,
0.73880535364151,
0.027025418356060982,
-0.1943352073431015,
-0.08842482417821884,
-0.356973260641098,
-0.15041092038154602,
-0.009831723757088184,
-0.21857984364032745,
0.4324527084827423,
-0.11282527446746826,
0.02859409898519516,
-0.37838292121887207,
-0.12911367416381836,
-0.033936161547899246,
-0.15412338078022003,
0.02112090028822422,
-0.06828171014785767,
0.03825390711426735,
0.014283215627074242,
0.22067253291606903,
-0.1315782517194748,
0.01659276895225048,
0.09292899817228317,
-0.13904912769794464,
-0.14976848661899567,
0.4321291744709015,
-0.19756636023521423,
-0.2928905487060547,
-0.33568331599235535,
0.2677127718925476,
0.013756358996033669,
-0.10377628356218338,
-0.47074446082115173,
0.27046796679496765,
0.42334437370300293,
0.31714311242103577,
-0.3321479558944702,
0.1437583863735199,
-0.08324214071035385,
0.1260184645652771,
0.16126029193401337,
0.20680463314056396,
-0.325011670589447,
-0.2565755248069763,
0.09093339741230011,
-0.13418711721897125
] |
https://github.com/huggingface/datasets/issues/2070 | ArrowInvalid issue for squad v2 dataset | Hi ! This error happens when you use `map` in batched mode and then your function doesn't return the same number of values per column.
Indeed since you're using `map` in batched mode, `prepare_validation_features` must take a batch as input (i.e. a dictionary of multiple rows of the dataset), and return a batch.
However it seems like `tokenized_examples` doesn't have the same number of elements in each field. One field seems to have `1180` elements while `candidate_attention_mask` only has `1178`. | Hello, I am using the huggingface official question answering example notebook (https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/question_answering.ipynb).
In the prepare_validation_features function, I made some modifications to tokenize a new set of quesions with the original contexts and save them in three different list called candidate_input_dis, candidate_attetion_mask and candidate_token_type_ids. When I try to run the next cell for dataset.map, I got the following error:
`ArrowInvalid: Column 1 named candidate_attention_mask expected length 1180 but got length 1178`
My code is as follows:
```
def generate_candidate_questions(examples):
val_questions = examples["question"]
candididate_questions = random.sample(datasets["train"]["question"], len(val_questions))
candididate_questions = [x[:max_length] for x in candididate_questions]
return candididate_questions
def prepare_validation_features(examples, use_mixing=False):
pad_on_right = tokenizer.padding_side == "right"
tokenized_examples = tokenizer(
examples["question" if pad_on_right else "context"],
examples["context" if pad_on_right else "question"],
truncation="only_second" if pad_on_right else "only_first",
max_length=max_length,
stride=doc_stride,
return_overflowing_tokens=True,
return_offsets_mapping=True,
padding="max_length",
)
if use_mixing:
candidate_questions = generate_candidate_questions(examples)
tokenized_candidates = tokenizer(
candidate_questions if pad_on_right else examples["context"],
examples["context"] if pad_on_right else candidate_questions,
truncation="only_second" if pad_on_right else "only_first",
max_length=max_length,
stride=doc_stride,
return_overflowing_tokens=True,
return_offsets_mapping=True,
padding="max_length",
)
sample_mapping = tokenized_examples.pop("overflow_to_sample_mapping")
tokenized_examples["example_id"] = []
if use_mixing:
tokenized_examples["candidate_input_ids"] = tokenized_candidates["input_ids"]
tokenized_examples["candidate_attention_mask"] = tokenized_candidates["attention_mask"]
tokenized_examples["candidate_token_type_ids"] = tokenized_candidates["token_type_ids"]
for i in range(len(tokenized_examples["input_ids"])):
sequence_ids = tokenized_examples.sequence_ids(i)
context_index = 1 if pad_on_right else 0
sample_index = sample_mapping[i]
tokenized_examples["example_id"].append(examples["id"][sample_index])
tokenized_examples["offset_mapping"][i] = [
(o if sequence_ids[k] == context_index else None)
for k, o in enumerate(tokenized_examples["offset_mapping"][i])
]
return tokenized_examples
validation_features = datasets["validation"].map(
lambda xs: prepare_validation_features(xs, True),
batched=True,
remove_columns=datasets["validation"].column_names
)
```
I guess this might happen because of the batched=True. I see similar issues in this repo related to arrow table length mismatch error, but in their cases, the numbers vary a lot. In my case, this error always happens when the expected length and unexpected length are very close. Thanks for the help! | 80 | ArrowInvalid issue for squad v2 dataset
Hello, I am using the huggingface official question answering example notebook (https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/question_answering.ipynb).
In the prepare_validation_features function, I made some modifications to tokenize a new set of quesions with the original contexts and save them in three different list called candidate_input_dis, candidate_attetion_mask and candidate_token_type_ids. When I try to run the next cell for dataset.map, I got the following error:
`ArrowInvalid: Column 1 named candidate_attention_mask expected length 1180 but got length 1178`
My code is as follows:
```
def generate_candidate_questions(examples):
val_questions = examples["question"]
candididate_questions = random.sample(datasets["train"]["question"], len(val_questions))
candididate_questions = [x[:max_length] for x in candididate_questions]
return candididate_questions
def prepare_validation_features(examples, use_mixing=False):
pad_on_right = tokenizer.padding_side == "right"
tokenized_examples = tokenizer(
examples["question" if pad_on_right else "context"],
examples["context" if pad_on_right else "question"],
truncation="only_second" if pad_on_right else "only_first",
max_length=max_length,
stride=doc_stride,
return_overflowing_tokens=True,
return_offsets_mapping=True,
padding="max_length",
)
if use_mixing:
candidate_questions = generate_candidate_questions(examples)
tokenized_candidates = tokenizer(
candidate_questions if pad_on_right else examples["context"],
examples["context"] if pad_on_right else candidate_questions,
truncation="only_second" if pad_on_right else "only_first",
max_length=max_length,
stride=doc_stride,
return_overflowing_tokens=True,
return_offsets_mapping=True,
padding="max_length",
)
sample_mapping = tokenized_examples.pop("overflow_to_sample_mapping")
tokenized_examples["example_id"] = []
if use_mixing:
tokenized_examples["candidate_input_ids"] = tokenized_candidates["input_ids"]
tokenized_examples["candidate_attention_mask"] = tokenized_candidates["attention_mask"]
tokenized_examples["candidate_token_type_ids"] = tokenized_candidates["token_type_ids"]
for i in range(len(tokenized_examples["input_ids"])):
sequence_ids = tokenized_examples.sequence_ids(i)
context_index = 1 if pad_on_right else 0
sample_index = sample_mapping[i]
tokenized_examples["example_id"].append(examples["id"][sample_index])
tokenized_examples["offset_mapping"][i] = [
(o if sequence_ids[k] == context_index else None)
for k, o in enumerate(tokenized_examples["offset_mapping"][i])
]
return tokenized_examples
validation_features = datasets["validation"].map(
lambda xs: prepare_validation_features(xs, True),
batched=True,
remove_columns=datasets["validation"].column_names
)
```
I guess this might happen because of the batched=True. I see similar issues in this repo related to arrow table length mismatch error, but in their cases, the numbers vary a lot. In my case, this error always happens when the expected length and unexpected length are very close. Thanks for the help!
Hi ! This error happens when you use `map` in batched mode and then your function doesn't return the same number of values per column.
Indeed since you're using `map` in batched mode, `prepare_validation_features` must take a batch as input (i.e. a dictionary of multiple rows of the dataset), and return a batch.
However it seems like `tokenized_examples` doesn't have the same number of elements in each field. One field seems to have `1180` elements while `candidate_attention_mask` only has `1178`. | [
0.19508683681488037,
-0.5012048482894897,
0.0041139270178973675,
0.2735457718372345,
0.28309527039527893,
-0.06308548897504807,
0.29188692569732666,
0.12445568293333054,
-0.3849656879901886,
0.1932285875082016,
0.06840679794549942,
0.2712973952293396,
0.11750511825084686,
-0.27016255259513855,
-0.07083341479301453,
-0.19420099258422852,
0.04387655481696129,
-0.018505269661545753,
0.16635513305664062,
-0.07367366552352905,
-0.16446471214294434,
0.20849692821502686,
-0.4730279743671417,
0.3151918649673462,
-0.36819174885749817,
-0.27927446365356445,
-0.06522907316684723,
-0.14135096967220306,
-0.2085033357143402,
-0.7724213004112244,
0.18939270079135895,
-0.2526652216911316,
0.22865933179855347,
0.22693079710006714,
-0.00012930440425407141,
-0.07085075229406357,
0.0546480230987072,
-0.10822777450084686,
-0.2221762239933014,
0.05034728720784187,
0.20060087740421295,
-0.11575397104024887,
0.02350110001862049,
-0.15060177445411682,
0.08626198768615723,
-0.2532843053340912,
-0.2258586883544922,
-0.28372690081596375,
0.5048590302467346,
0.21831293404102325,
0.03984209522604942,
0.3087802529335022,
0.13261617720127106,
-0.018096836283802986,
0.025421706959605217,
0.020714960992336273,
-0.10040030628442764,
-0.06119026988744736,
0.21778127551078796,
-0.01663169264793396,
0.11068655550479889,
0.6158605217933655,
0.23638080060482025,
0.12036479264497757,
0.32877838611602783,
-0.0844719335436821,
0.05125164985656738,
-0.24248582124710083,
0.1621571183204651,
0.19877173006534576,
0.1203216165304184,
-0.08065604418516159,
-0.29924023151397705,
-0.3082881271839142,
0.22351893782615662,
-0.017558326944708824,
0.14167667925357819,
-0.160032719373703,
0.22672408819198608,
0.07995158433914185,
-0.021158751100301743,
0.27637362480163574,
-0.23090364038944244,
0.12465659528970718,
0.15557418763637543,
0.0581958182156086,
-0.12733334302902222,
0.3357895016670227,
0.0843687355518341,
-0.43023136258125305,
-0.3450862765312195,
0.17993003129959106,
-0.17609333992004395,
0.38489824533462524,
-0.47207799553871155,
-0.1346980333328247,
-0.17839942872524261,
-0.2347411960363388,
0.3301495611667633,
-0.12975940108299255,
0.20125669240951538,
-0.08828440308570862,
0.35519319772720337,
0.021871410310268402,
0.07195909321308136,
0.3336798846721649,
0.3085627555847168,
0.42628684639930725,
-0.21800729632377625,
-0.34919947385787964,
0.12054914236068726,
-0.12062118202447891,
-0.2547730803489685,
-0.3665162920951843,
0.22097301483154297,
0.11672313511371613,
0.38467079401016235,
-0.05163758993148804,
-0.39398443698883057,
0.46828028559684753,
-0.7649690508842468,
0.08119827508926392,
-0.005818941164761782,
0.17818917334079742,
0.21982420980930328,
-0.0031697573140263557,
-0.1204945370554924,
0.2113589495420456,
-0.0259233508259058,
-0.2856943905353546,
-0.02051100693643093,
-0.07508021593093872,
-0.18580877780914307,
0.0906657800078392,
0.05714435875415802,
0.15314741432666779,
0.3249374330043793,
-0.10287344455718994,
0.37993744015693665,
-0.37873896956443787,
0.1879872828722,
-0.18446797132492065,
0.3455340564250946,
-0.07274141162633896,
-0.30985531210899353,
0.1424630880355835,
0.05842876061797142,
-0.16549283266067505,
-0.053913798183202744,
-0.10272162407636642,
-0.1874334067106247,
-0.12619581818580627,
-0.24258804321289062,
-0.020872993394732475,
0.08112110942602158,
0.16297738254070282,
0.10433845967054367,
0.13195110857486725,
0.24595192074775696,
-0.09680718928575516,
0.35399237275123596,
-0.39053234457969666,
0.12057804316282272,
-0.014522520825266838,
-0.020583083853125572,
0.17087122797966003,
-0.3565446436405182,
-0.1542253941297531,
0.5501695275306702,
0.2950058579444885,
-0.2008676826953888,
0.3871438503265381,
-0.15492141246795654,
0.07523546367883682,
-0.15557336807250977,
0.5609899163246155,
0.2675243318080902,
-0.7531769275665283,
-0.3551872670650482,
-0.05030674859881401,
-0.285844624042511,
-0.052226874977350235,
0.08023235201835632,
-0.1308104395866394,
0.3515368402004242,
0.05596180632710457,
0.05020469054579735,
-0.022152895107865334,
-0.0017574080266058445,
0.0674416571855545,
-0.17031016945838928,
-0.0660698190331459,
0.060195475816726685,
-0.056051477789878845,
-0.2504401206970215,
-0.2083389312028885,
-0.11538033187389374,
-0.1653352528810501,
0.04653448238968849,
-0.07871105521917343,
0.2557058334350586,
0.30744442343711853,
0.30644091963768005,
0.037107937037944794,
0.2982434928417206,
-0.0424506850540638,
-0.5195568799972534,
-0.0673794373869896,
-0.08614788204431534,
-0.05552656203508377,
-0.09347355365753174,
-0.399919331073761,
-0.48347339034080505,
0.122837595641613,
-0.2551136314868927,
-0.362661749124527,
-0.010857379995286465,
0.055865999311208725,
0.15181130170822144,
-0.3138312101364136,
-0.06477965414524078,
0.08779541403055191,
-0.06719101965427399,
0.2688453197479248,
-0.12333672493696213,
-0.01601037010550499,
-0.0595267228782177,
-0.18050998449325562,
0.04528277367353439,
0.19545722007751465,
0.3556155860424042,
-0.06701044738292694,
-0.10628832876682281,
0.3517383635044098,
0.23181389272212982,
-0.10747432708740234,
0.11406473815441132,
-0.1387193650007248,
0.16964520514011383,
-0.2511653006076813,
-0.04637058451771736,
0.15813960134983063,
0.08317912369966507,
0.015388908796012402,
-0.1450783908367157,
0.4966512620449066,
0.08577052503824234,
0.3637135624885559,
-0.3584548830986023,
0.008390188217163086,
0.05687538906931877,
0.15088212490081787,
-0.42697739601135254,
-0.025651559233665466,
-0.1253536343574524,
0.1449754685163498,
0.4017031788825989,
-0.10177939385175705,
-0.05155639722943306,
0.04923564940690994,
0.33588510751724243,
0.035406168550252914,
-0.07634792476892471,
-0.024279577657580376,
-0.09252645075321198,
0.17318694293498993,
0.2631243169307709,
-0.0448201559484005,
0.20351794362068176,
0.12937681376934052,
-0.21842709183692932,
-0.019094040617346764,
-0.014703528955578804,
0.11196665465831757,
0.05559242516756058,
0.06475438177585602,
0.1183324083685875,
0.24950918555259705,
0.33020275831222534,
-0.030567770823836327,
-0.1890271008014679,
0.03963742405176163,
0.13063117861747742,
0.0940903052687645,
-0.3066778779029846,
0.21547193825244904,
-0.12222149223089218,
0.19132301211357117,
-0.004254472907632589,
-0.20168034732341766,
-0.012733419425785542,
-0.13873665034770966,
-0.11069446057081223,
0.13547563552856445,
0.05070609599351883,
0.3411773443222046,
0.25397634506225586,
0.34785938262939453,
0.46297508478164673,
0.02512725442647934,
-0.07852762937545776,
-0.06091008707880974,
-0.1276552975177765,
-0.16250130534172058,
0.009655216708779335,
-0.17426085472106934,
0.044179607182741165,
0.277802050113678,
-0.05065476521849632,
-0.4606685936450958,
-0.6184924840927124,
0.1887654811143875,
-0.14378412067890167,
0.1473676562309265,
0.234658882021904,
0.13757804036140442,
-0.5523959398269653,
-0.14611290395259857,
0.28259265422821045,
0.15654385089874268,
-0.329836905002594,
0.007880893535912037,
-0.10757177323102951,
-0.21124710142612457,
0.048022329807281494,
-0.29353058338165283,
-0.1629592478275299,
-0.06165841594338417,
0.5795470476150513,
-0.3441351652145386,
-0.10955028980970383,
0.20966611802577972,
0.20395712554454803,
0.028625745326280594,
-0.3302953839302063,
-0.1491159051656723,
-0.272417813539505,
0.14244197309017181,
0.30522558093070984,
-0.31989529728889465,
-0.05327601358294487,
-0.06784899532794952,
-0.19447407126426697,
0.22944305837154388,
0.08545766770839691,
-0.08464524894952774,
-0.328002393245697,
0.036393459886312485,
0.3106919229030609,
-0.25629711151123047,
0.13296140730381012,
0.49089768528938293,
-0.11662471294403076,
0.20662231743335724,
-0.09547109156847,
-0.26469624042510986,
0.3713115453720093,
0.1710575819015503,
0.21165692806243896,
-0.11923496425151825,
0.588677167892456,
0.009383809752762318,
0.8307529091835022,
0.3969447612762451,
0.06312455236911774,
0.04079141840338707,
-0.17296427488327026,
0.00892708357423544,
-0.11185383051633835,
-0.17399129271507263,
0.2700001001358032,
-0.18900349736213684,
-0.0634995847940445,
-0.009526899084448814,
-0.03040497936308384,
-0.09425575286149979,
0.36928874254226685,
0.14856424927711487,
-0.3062994182109833,
-0.20044538378715515,
-0.0791703537106514,
0.22205182909965515,
0.2272363007068634,
0.2375495284795761,
0.12328639626502991,
-0.4511265456676483,
0.12282104790210724,
-0.018235772848129272,
-0.2509379982948303,
0.16504207253456116,
0.0517888106405735,
-0.8704363703727722,
-0.13904418051242828,
-0.14943243563175201,
0.44018155336380005,
0.36630457639694214,
0.44089046120643616,
0.14574278891086578,
-0.3024488389492035,
0.0741487666964531,
0.005939136259257793,
0.5031288862228394,
0.14114482700824738,
-0.23070688545703888,
0.0029420822393149137,
-0.11967922747135162,
-0.38739070296287537,
-0.219016432762146,
-0.04969052970409393,
0.3620971143245697,
0.4047524034976959,
0.314285546541214,
-0.35313525795936584,
-0.20447561144828796,
0.40256252884864807,
-0.14667248725891113,
0.033318255096673965,
0.09631600975990295,
-0.27322158217430115,
-0.12937402725219727,
-0.4035224914550781,
0.26790085434913635,
0.28892990946769714,
0.13708487153053284,
0.3320338726043701,
-0.09332633763551712,
-0.10252706706523895,
-0.15220977365970612,
-0.03320172429084778,
0.2846737205982208,
0.41534557938575745,
0.16012650728225708,
0.03489123657345772,
0.35114699602127075,
0.00535616185516119,
0.28433483839035034,
0.17841316759586334,
-0.04187573865056038,
-0.6814484000205994,
0.2047100067138672,
-0.34170132875442505,
0.4301433265209198,
0.6046119332313538,
-0.02885756827890873,
0.22932760417461395,
-0.1741837114095688,
0.22428317368030548,
-0.05510123074054718,
0.14782054722309113,
0.5106640458106995,
0.3219779133796692,
0.2062799483537674,
0.0965002104640007,
0.053322453051805496,
-0.11702457070350647,
-0.10833627730607986,
0.6720850467681885,
0.4695625305175781,
-0.1918012499809265,
0.08468230813741684,
0.1610688418149948,
0.9873979687690735,
0.4777243137359619,
0.08410234749317169,
0.4931914508342743,
-0.18525215983390808,
-0.12188223749399185,
0.044841159135103226,
0.13393263518810272,
-0.4574372172355652,
-0.008353416807949543,
0.08890130370855331,
-0.20343224704265594,
0.0583743192255497,
0.1391415297985077,
-0.035872939974069595,
-0.13357163965702057,
0.020732885226607323,
0.3618429899215698,
-0.30896222591400146,
0.11128787696361542,
-0.2478875368833542,
-0.18838588893413544,
-0.20986856520175934,
-0.0012322814436629415,
-0.04582276567816734,
0.06953423470258713,
-0.13305878639221191,
-0.07580076903104782,
-0.444563627243042,
-0.43264251947402954,
-0.11957509815692902,
-0.15561550855636597,
-0.675467848777771,
0.18905116617679596,
0.6171085834503174,
-0.12326006591320038,
0.12161621451377869,
0.20805923640727997,
0.4921884834766388,
-0.015012053772807121,
-0.07538893073797226,
0.2431183010339737,
0.18003271520137787,
-0.020220762118697166,
-0.08254795521497726,
-0.10398785769939423,
-0.010383013635873795,
-0.08530988544225693,
-0.30401283502578735,
0.17918625473976135,
0.04158691689372063,
-0.24503310024738312,
-0.20428846776485443,
-0.052783966064453125,
0.22685639560222626,
-0.3041239082813263,
-0.02357754111289978,
-0.06009313464164734,
-0.09535657614469528,
-0.17262108623981476,
-0.055108290165662766,
-0.1253158003091812,
-0.26280710101127625,
-0.08216951042413712,
0.46028655767440796,
-0.2076921910047531,
0.23403051495552063,
0.26751360297203064,
-0.2994678020477295,
-0.13343380391597748,
0.737672746181488,
-0.08941172063350677,
-0.07827232033014297,
-0.13009686768054962,
0.4939999580383301,
0.34985288977622986,
-0.46056339144706726,
-0.022965457290410995,
-0.09986041486263275,
-0.265572726726532,
-0.1948380470275879,
0.5396845936775208,
0.41985079646110535,
0.1491117775440216,
0.0435405895113945,
-0.13140179216861725,
-0.4555130898952484,
0.23826560378074646,
-0.23457607626914978,
0.19530217349529266,
0.04129144921898842,
0.012726769782602787,
-0.2794877290725708,
0.21704377233982086,
-0.1651524305343628,
-0.010524076409637928,
-0.14175643026828766,
0.1864142268896103,
-0.18255315721035004,
-0.3321322202682495,
0.1994379758834839,
0.027630707249045372,
-0.12358876317739487,
0.43587687611579895,
-0.09071152657270432,
-0.04506826773285866,
-0.2240801751613617,
0.194306880235672,
0.055353011935949326,
0.11422058194875717,
-0.24917781352996826,
-0.14086167514324188,
-0.10867391526699066,
-0.13331417739391327,
0.02399401366710663,
-0.046827949583530426,
0.3059264123439789,
0.13651634752750397,
-0.06728199124336243,
-0.08818963170051575,
0.12489082664251328,
-0.1457304060459137,
0.3126369118690491,
-0.08671154081821442,
0.2010820358991623,
0.19681434333324432,
-0.11013790965080261,
0.09049874544143677,
-0.15446944534778595,
0.3345203995704651,
0.16234803199768066,
0.016560373827815056,
0.00766755873337388,
-0.3720279633998871,
-0.20010976493358612,
0.07687998563051224,
-0.2525676488876343,
0.3860226571559906,
-0.21912075579166412,
-0.04795697703957558,
0.009350692853331566,
0.1044490858912468,
-0.12259069830179214,
0.1598886102437973,
0.41386479139328003,
-0.12650658190250397,
-0.009075041860342026,
0.24097590148448944,
-0.04831257089972496,
0.1263561099767685,
0.29024067521095276,
0.17671088874340057,
0.32593563199043274,
-0.21946808695793152,
-0.05031468719244003,
0.12131252139806747,
-0.15040262043476105,
0.02911250852048397,
0.6292266845703125,
0.09231901168823242,
0.31549227237701416,
-0.07255923002958298,
-0.22317878901958466,
0.22734013199806213,
-0.08147697895765305,
0.3294859826564789,
0.19372400641441345,
0.17924153804779053,
-0.32608285546302795,
0.12998686730861664,
0.09999361634254456,
-0.2000180035829544,
0.14690013229846954,
0.5979397296905518,
0.1495610475540161,
-0.6717572212219238,
-0.16252677142620087,
0.09866489470005035,
-0.18242549896240234,
-0.1483788937330246,
-0.7064805626869202,
0.025571582838892937,
-0.30080747604370117,
-0.10624849051237106,
-0.1684417426586151,
0.15865623950958252,
0.4834395945072174,
0.0503590852022171,
0.003767172107473016,
-0.32653313875198364,
-0.25314316153526306,
0.34978151321411133,
0.28393009305000305,
-0.27352437376976013,
0.26805588603019714,
0.06577349454164505,
0.11802918463945389,
0.09593566507101059,
0.40898042917251587,
0.28656795620918274,
0.14551271498203278,
-0.1512250006198883,
-0.15140463411808014,
-0.17217984795570374,
0.0007868771208450198,
0.21963244676589966,
0.16117246448993683,
0.2842543423175812,
-0.10512187331914902,
0.11252717673778534,
-0.09577298909425735,
-0.030373606830835342,
-0.1010296419262886,
0.13795781135559082,
-0.03242350369691849,
-0.18708080053329468,
-0.34910136461257935,
-0.42161211371421814,
-0.02410445176064968,
-0.26649782061576843,
0.0799737274646759,
-0.27984216809272766,
0.27921098470687866,
0.15074196457862854,
0.04456055164337158,
0.07161613553762436,
-0.01715848408639431,
-0.022984204813838005,
-0.16267864406108856,
0.24088971316814423,
0.38033270835876465,
-0.10531923174858093,
-0.2994270622730255,
-0.21079806983470917,
-0.5407535433769226,
0.04786799103021622,
-0.08951237797737122,
-0.03529105708003044,
0.29052066802978516,
0.29438450932502747,
0.27521198987960815,
0.19203802943229675,
0.32365766167640686,
-0.20218625664710999,
-0.18592795729637146,
0.2705163061618805,
-0.4119948148727417,
0.05049823224544525,
0.308960497379303,
0.14703285694122314,
0.20467117428779602,
-0.21444974839687347,
0.08864638209342957,
0.3067517578601837,
-0.22059737145900726,
-0.04750923439860344,
-0.1636011153459549,
-0.3189331591129303,
-0.1844429224729538,
0.29470130801200867,
0.11611732840538025,
0.17544585466384888,
0.22405557334423065,
-0.25720152258872986,
-0.1365259885787964,
-0.1764376014471054,
-0.13938173651695251,
0.14518524706363678,
0.11065826565027237,
0.6116536259651184,
-0.04738385230302811,
-0.1078154593706131,
-0.026738669723272324,
0.04441133886575699,
0.1038677915930748,
-0.38876867294311523,
-0.292026549577713,
0.38628870248794556,
-0.20141716301441193,
0.26401060819625854,
-0.16449251770973206,
0.13304008543491364,
0.1761886328458786,
0.4649394452571869,
-0.24768759310245514,
-0.3671606183052063,
0.7873598337173462,
-0.3886917233467102,
-0.3085354268550873,
0.21838274598121643,
0.18030822277069092,
0.612130880355835,
-0.32038670778274536,
-0.5169122815132141,
-0.04463616758584976,
0.23400121927261353,
-0.0643148198723793,
-0.307317852973938,
0.11789954453706741,
0.004913849290460348,
0.08175211399793625,
-0.17355677485466003,
0.3225359320640564,
0.12918002903461456,
0.12591205537319183,
-0.11757458001375198,
-0.22945334017276764
] |
https://github.com/huggingface/datasets/issues/2068 | PyTorch not available error on SageMaker GPU docker though it is installed | Hey @sivakhno,
how does your `requirements.txt` look like to install the `datasets` library and which version of it are you running? Can you try to install `datasets>=1.4.0` | I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
| 27 | PyTorch not available error on SageMaker GPU docker though it is installed
I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
Hey @sivakhno,
how does your `requirements.txt` look like to install the `datasets` library and which version of it are you running? Can you try to install `datasets>=1.4.0` | [
-0.35786423087120056,
0.062430910766124725,
-0.00355949392542243,
0.09239524602890015,
0.2011190950870514,
0.034648358821868896,
0.5519383549690247,
0.32340729236602783,
0.3856208622455597,
0.09295836091041565,
0.0008825983386486769,
0.39658182859420776,
-0.03543062508106232,
0.19524647295475006,
0.07368412613868713,
-0.2641966640949249,
-0.05602933093905449,
0.22846952080726624,
-0.31059613823890686,
0.026708906516432762,
0.17195533215999603,
0.11979111284017563,
-0.2741037607192993,
0.1857316792011261,
-0.352491170167923,
-0.09301000833511353,
0.2506569027900696,
-0.06404013931751251,
-0.1788959950208664,
-0.4069882929325104,
0.2793974280357361,
-0.06136142835021019,
0.23973137140274048,
0.4969634711742401,
-0.00011404363613110036,
0.3032169044017792,
0.18156622350215912,
-0.05208155885338783,
-0.23396070301532745,
-0.49460452795028687,
0.26934733986854553,
-0.21354979276657104,
0.2534043788909912,
-0.35874491930007935,
-0.25666895508766174,
-0.6176713109016418,
-0.16178424656391144,
-0.10641369968652725,
0.18972809612751007,
0.4830077588558197,
0.17783844470977783,
0.23048999905586243,
0.37042486667633057,
-0.10688406974077225,
-0.021362800151109695,
-0.1286901831626892,
-0.1998845636844635,
0.19338466227054596,
0.06061326339840889,
-0.04771874099969864,
-0.22151905298233032,
0.3306258022785187,
0.05328834056854248,
0.22218871116638184,
0.2746855616569519,
-0.02776021882891655,
0.3027733266353607,
-0.32847338914871216,
0.012804344296455383,
0.01863788068294525,
0.3783849775791168,
-0.1673073172569275,
-0.2615455389022827,
-0.1401582509279251,
0.24066604673862457,
-0.18567168712615967,
0.2258491814136505,
0.20116086304187775,
-0.23859938979148865,
-0.23078393936157227,
-0.09248670190572739,
-0.24481746554374695,
-0.4942285120487213,
0.0012738228542730212,
-0.14867772161960602,
0.6484245657920837,
-0.009729850105941296,
0.2958637773990631,
-0.10884830355644226,
0.03163013607263565,
0.10879804939031601,
-0.0174537543207407,
0.13678303360939026,
-0.10355455428361893,
-0.44121503829956055,
0.012114522978663445,
-0.18480050563812256,
-0.3475175201892853,
-0.15453079342842102,
0.17633120715618134,
0.02445356175303459,
0.03855184093117714,
0.46138861775398254,
0.23196421563625336,
-0.06487417221069336,
0.21338333189487457,
-0.16768227517604828,
0.26723599433898926,
0.3156035244464874,
0.17838352918624878,
0.058282189071178436,
-0.011022143065929413,
-0.2719786465167999,
-0.2618047595024109,
0.0919804498553276,
-0.04094637930393219,
0.18391349911689758,
-0.25999152660369873,
-0.18967051804065704,
-0.06472612172365189,
-0.22541660070419312,
-0.004805699456483126,
0.3427656292915344,
0.37950047850608826,
-0.3616909086704254,
0.02155463956296444,
0.39052149653434753,
0.09702243655920029,
-0.15715429186820984,
0.10861766338348389,
-0.0689174011349678,
0.3692377805709839,
-0.30539533495903015,
-0.16990381479263306,
0.2570928633213043,
-0.28327739238739014,
0.31903964281082153,
0.052126556634902954,
0.43821364641189575,
0.019436154514551163,
0.16524910926818848,
-0.03628417104482651,
-0.030520088970661163,
0.3495337665081024,
0.16848193109035492,
-0.09932242333889008,
0.06731460988521576,
-0.1310516744852066,
0.04355991631746292,
0.16401083767414093,
-0.3027125895023346,
-0.17310404777526855,
-0.27772781252861023,
0.2180582880973816,
0.023980500176548958,
-0.0828474685549736,
-0.0956026166677475,
-0.23635894060134888,
0.1384333074092865,
-0.24626965820789337,
-0.19884173572063446,
-0.5774738788604736,
-0.15188266336917877,
0.10097437351942062,
0.35055872797966003,
-0.10600738227367401,
-0.25523921847343445,
-0.24292807281017303,
0.21696363389492035,
-0.044582951813936234,
0.1921146959066391,
0.16726882755756378,
-0.32135623693466187,
0.36413708329200745,
-0.22417953610420227,
-0.11627411097288132,
0.43689608573913574,
-0.15826338529586792,
-0.42749565839767456,
-0.05265338346362114,
-0.13175632059574127,
-0.1814897507429123,
0.2424347847700119,
-0.021029841154813766,
0.10271983593702316,
0.06948588043451309,
0.15872405469417572,
0.22124050557613373,
0.05506356060504913,
-0.06414707750082016,
0.07116226106882095,
-0.030114710330963135,
0.06930645555257797,
0.34702393412590027,
0.4696924686431885,
0.04051937162876129,
-0.22032828629016876,
0.10528255254030228,
0.0011493333149701357,
-0.33499255776405334,
-0.07290856540203094,
0.19361631572246552,
0.07260280847549438,
0.19731731712818146,
0.2342052161693573,
-0.024150952696800232,
-0.2846357524394989,
0.437252938747406,
-0.4078387916088104,
0.22019723057746887,
-0.4012739360332489,
0.27992647886276245,
0.07399821281433105,
0.23093438148498535,
-0.4405450224876404,
-0.029048865661025047,
0.07402116060256958,
0.2747325599193573,
0.14336639642715454,
-0.07165065407752991,
-0.04318879544734955,
0.1642153412103653,
-0.2015472799539566,
0.25705379247665405,
-0.02972329594194889,
0.16484381258487701,
-0.3522476553916931,
-0.28461843729019165,
-0.026778098195791245,
0.08328191190958023,
0.0867885947227478,
-0.13383476436138153,
-0.18519026041030884,
-0.022305205464363098,
0.05635121837258339,
-0.18563175201416016,
-0.4077399671077728,
0.010759062133729458,
0.2134343981742859,
-0.026487668976187706,
0.15463757514953613,
0.22619949281215668,
0.053507499396800995,
0.06594985723495483,
-0.059612784534692764,
0.27941903471946716,
0.07685287296772003,
0.33161959052085876,
0.15635909140110016,
0.1243276447057724,
0.3506568372249603,
0.17963245511054993,
-0.03709666430950165,
0.031250979751348495,
0.31168583035469055,
-0.18155081570148468,
0.38849374651908875,
-0.2803414463996887,
-0.06709390878677368,
-0.22698703408241272,
0.05822007730603218,
0.09681765735149384,
0.2094516009092331,
-0.05841875448822975,
-0.264168381690979,
-0.01971535012125969,
0.16551218926906586,
0.020151399075984955,
0.176311194896698,
0.08555420488119125,
-0.20542776584625244,
-0.07315824925899506,
-0.2630327045917511,
-0.28534623980522156,
0.019948631525039673,
0.205454021692276,
0.1803487092256546,
0.4772663414478302,
-0.024977359920740128,
-0.1353629231452942,
-0.20539653301239014,
-0.3153857886791229,
0.04423394054174423,
0.24649465084075928,
-0.016700955107808113,
0.19397743046283722,
0.0213796254247427,
-0.25878801941871643,
-0.1571340262889862,
0.06886717677116394,
-0.08306576311588287,
-0.07055974751710892,
-0.056711386889219284,
0.43709781765937805,
0.10463903099298477,
0.30158355832099915,
0.12426116317510605,
0.0017426307313144207,
0.09092937409877777,
-0.09151972830295563,
-0.10100496560335159,
-0.19977378845214844,
-0.10293107479810715,
0.09081510454416275,
0.01391803752630949,
-0.1522052139043808,
0.4530828595161438,
-0.022692658007144928,
0.23973006010055542,
-0.47522279620170593,
-0.4546356499195099,
0.2639152705669403,
0.09467126429080963,
0.07035558670759201,
0.08312810957431793,
-0.1004692018032074,
0.2305428832769394,
-0.11517550051212311,
0.2874080538749695,
-0.36674267053604126,
-0.009985337033867836,
0.17113131284713745,
-0.30403199791908264,
-0.09116093814373016,
-0.04292206093668938,
-0.2373359650373459,
-0.2131170779466629,
-0.24206997454166412,
-0.1625312864780426,
0.19256334006786346,
0.06929581612348557,
0.07107676565647125,
-0.04821183159947395,
0.23994992673397064,
0.06124014034867287,
0.42082616686820984,
-0.050523124635219574,
-0.014203093945980072,
0.3403247892856598,
-0.1449124813079834,
-0.4585411250591278,
0.19907835125923157,
-0.07102534919977188,
0.48737356066703796,
0.18767611682415009,
-0.35726213455200195,
-0.14321361482143402,
-0.0876859799027443,
-0.01040634885430336,
-0.23097261786460876,
-0.315493643283844,
0.43470707535743713,
0.08586754649877548,
-0.001758503494784236,
-0.01808788627386093,
-0.20988786220550537,
-0.005836715921759605,
-0.11618553102016449,
0.11075126379728317,
0.018056189641356468,
0.521802544593811,
0.01613512821495533,
0.5054340958595276,
-0.1492944210767746,
-0.18492329120635986,
0.07876063138246536,
-0.09148040413856506,
0.13068202137947083,
-0.07774236798286438,
-0.354358971118927,
0.0909198671579361,
-0.07847697287797928,
0.0423092320561409,
-0.11436539888381958,
-0.23755086958408356,
-0.2545681297779083,
-0.22431580722332,
0.13673284649848938,
0.20567287504673004,
-0.07492248713970184,
0.14705678820610046,
-0.021851979196071625,
0.23477362096309662,
-0.10058271139860153,
0.29117438197135925,
-0.058270156383514404,
-0.02064618654549122,
-0.0068819536827504635,
0.4009915292263031,
0.24711251258850098,
0.04054931178689003,
-0.35046976804733276,
-0.4177762567996979,
-0.30897313356399536,
0.15352389216423035,
0.111155666410923,
0.4341419041156769,
-0.25353187322616577,
0.1353391408920288,
0.251821905374527,
-0.0731290802359581,
0.1305498331785202,
0.20158866047859192,
-0.07694023847579956,
0.13044758141040802,
-0.5629463791847229,
-0.21404913067817688,
-0.40258345007896423,
-0.20411522686481476,
0.30845651030540466,
-0.13783639669418335,
0.25910863280296326,
-0.052187252789735794,
-0.2361830174922943,
0.3772246837615967,
-0.0014558086404576898,
-0.35494694113731384,
-0.1654878556728363,
-0.3093600571155548,
-0.007102323696017265,
-0.3891405463218689,
0.14182153344154358,
-0.16303564608097076,
0.16481101512908936,
0.10335059463977814,
0.18025276064872742,
-0.047827303409576416,
-0.06736235320568085,
-0.2418474704027176,
0.12517009675502777,
0.15085354447364807,
-0.1796664595603943,
0.020630016922950745,
0.25830867886543274,
0.4035356640815735,
0.024661926552653313,
0.12517055869102478,
0.16587364673614502,
-0.6877148151397705,
0.22795121371746063,
0.14377664029598236,
0.03375367447733879,
-0.0006096599390730262,
-0.28139710426330566,
-0.015133261680603027,
0.02886415459215641,
0.26160866022109985,
-0.27891236543655396,
0.2849281132221222,
0.43180960416793823,
0.043554987758398056,
-0.3361484408378601,
-0.5102329254150391,
-0.028513116762042046,
0.11905352026224136,
0.1307084560394287,
0.10727375000715256,
-0.31976866722106934,
-0.23879635334014893,
0.10094457864761353,
0.2339782863855362,
0.3998076021671295,
-0.1230270266532898,
0.16318705677986145,
0.36901769042015076,
-0.056277189403772354,
0.6690492033958435,
-0.0701485276222229,
0.501037061214447,
-0.2964495122432709,
-0.023695075884461403,
-0.021966837346553802,
-0.3330352008342743,
0.12492362409830093,
-0.08943214267492294,
0.01960740052163601,
0.4615964889526367,
0.022741831839084625,
0.18791262805461884,
0.08244288712739944,
0.5432862043380737,
-0.05619310215115547,
-0.3151732087135315,
0.08934266120195389,
0.08243139833211899,
-0.4715273678302765,
0.4554198682308197,
-0.11191859096288681,
0.12960608303546906,
0.2646176218986511,
-0.08538999408483505,
-0.20248711109161377,
0.31698372960090637,
-0.10351875424385071,
0.5135720372200012,
-0.26030975580215454,
-0.7178816795349121,
0.22172847390174866,
0.19350062310695648,
0.04758027568459511,
-0.016390671953558922,
-0.08404402434825897,
0.28695571422576904,
-0.5260505080223083,
-0.26488780975341797,
-0.11868094652891159,
0.14465609192848206,
0.4126049876213074,
-0.17664116621017456,
-0.17508651316165924,
0.04569533094763756,
-0.02070918306708336,
-0.34803301095962524,
-0.14750592410564423,
0.02291502058506012,
0.5239810943603516,
0.05061204731464386,
0.13825935125350952,
-0.24367080628871918,
-0.1985275149345398,
-0.11875975877046585,
0.1392894983291626,
0.18644198775291443,
-0.19202081859111786,
0.009254603646695614,
0.11267001181840897,
-0.23677000403404236,
0.026779228821396828,
0.4035094976425171,
0.24857336282730103,
-0.07548532634973526,
0.7604898810386658,
0.27010032534599304,
-0.21533842384815216,
-0.18952497839927673,
-0.5757738351821899,
0.18806764483451843,
-0.4746958017349243,
0.09040828049182892,
0.08837857842445374,
-0.0010323690949007869,
-0.025246519595384598,
0.0832522064447403,
0.24049316346645355,
-0.3185768723487854,
-0.20643918216228485,
-0.49794572591781616,
-0.24460293352603912,
-0.012177671305835247,
-0.09707308560609818,
0.14469003677368164,
0.40609824657440186,
0.021310461685061455,
-0.03745276853442192,
-0.11762295663356781,
-0.24866145849227905,
-0.0812462791800499,
-0.08575128018856049,
-0.017891012132167816,
0.028844108805060387,
-0.24645915627479553,
0.01805051602423191,
0.13395702838897705,
0.11658073216676712,
-0.016181398183107376,
-0.05232385918498039,
-0.1377301812171936,
-0.059380315244197845,
0.06380251049995422,
0.1501113772392273,
-0.18413203954696655,
-0.15671776235103607,
-0.347201943397522,
-0.1686960607767105,
0.06193794682621956,
0.35113459825515747,
0.07319815456867218,
-0.03360257297754288,
0.10005518794059753,
-0.1815095990896225,
0.030570056289434433,
-0.23939482867717743,
0.19995547831058502,
-0.158118337392807,
-0.03446028009057045,
0.2619611322879791,
0.21255476772785187,
0.04916215315461159,
0.17512032389640808,
-0.29674938321113586,
0.01222231611609459,
-0.22475333511829376,
0.07957076281309128,
0.38787418603897095,
-0.5469014048576355,
0.3201330602169037,
-0.11404591798782349,
0.3263934850692749,
0.2481033056974411,
-0.11123686283826828,
0.006945691537111998,
0.20776239037513733,
0.1929994374513626,
-0.31243401765823364,
-0.1750279664993286,
-0.20476457476615906,
0.025553574785590172,
0.1951707899570465,
-0.03369060531258583,
0.0335221104323864,
0.20342501997947693,
0.2418438047170639,
0.21766804158687592,
0.3072524666786194,
-0.21943260729312897,
0.1608726978302002,
0.25558754801750183,
-0.03151363879442215,
0.1866931915283203,
0.4408330023288727,
0.28957897424697876,
0.03442986682057381,
0.20874248445034027,
-0.05012374371290207,
0.26835528016090393,
-0.03551969677209854,
0.04930736869573593,
0.27842870354652405,
-0.1406371295452118,
-0.13510072231292725,
0.15987175703048706,
-0.0666537955403328,
-0.09757288545370102,
-0.235636368393898,
0.13799385726451874,
-0.5082183480262756,
-0.0016116908518597484,
-0.3276999890804291,
-0.06167213246226311,
-0.36062946915626526,
0.13358037173748016,
-0.257928729057312,
-0.023372389376163483,
0.07977567613124847,
0.17723064124584198,
0.11178828775882721,
0.10143433511257172,
-0.4469520151615143,
0.12593746185302734,
-0.40831708908081055,
0.04446186125278473,
-0.23946347832679749,
0.31014594435691833,
-0.12115217000246048,
-0.08415806293487549,
0.18983572721481323,
0.29036253690719604,
-0.12193875014781952,
-0.11502506583929062,
0.1751779466867447,
0.47628581523895264,
0.14574113488197327,
0.0434701107442379,
-0.08061504364013672,
-0.02929457277059555,
-0.0321250818669796,
-0.019082557410001755,
0.22487550973892212,
0.2004401683807373,
-0.03977661579847336,
0.15629175305366516,
0.15418459475040436,
-0.1182023361325264,
0.18917329609394073,
0.1260015219449997,
0.02410784922540188,
0.11597077548503876,
0.2661477029323578,
0.07353904098272324,
-0.15479788184165955,
-0.13362625241279602,
-0.02617490664124489,
-0.31927794218063354,
-0.15224987268447876,
0.38942089676856995,
0.21273359656333923,
-0.23531989753246307,
-0.11317846179008484,
0.07375641167163849,
0.015780389308929443,
0.44649234414100647,
0.12910522520542145,
0.004601312801241875,
-0.1204414889216423,
0.039635006338357925,
-0.20765946805477142,
0.2196233570575714,
-0.023899229243397713,
0.016628699377179146,
0.12267634272575378,
0.09477907419204712,
-0.026472685858607292,
-0.025327911600470543,
0.303305059671402,
-0.12534114718437195,
0.12073296308517456,
-0.14345718920230865,
-0.2756642699241638,
-0.057589415460824966,
0.3088069558143616,
0.08149782568216324,
0.07550511509180069,
-0.2945994734764099,
0.01611880399286747,
0.022224538028240204,
0.11124925315380096,
-0.272304505109787,
0.05816316977143288,
0.09985172748565674,
-0.3974211812019348,
0.26796287298202515,
-0.08305085450410843,
0.789028525352478,
0.0927615836262703,
-0.10290855914354324,
-0.004499730654060841,
-0.20567061007022858,
-0.34054023027420044,
0.27081677317619324,
0.09723228961229324,
0.5719088315963745,
0.16132374107837677,
-0.1286330670118332,
-0.4244958758354187,
0.3670104146003723,
-0.1697559505701065,
-0.6661808490753174,
-0.16411760449409485,
0.19225051999092102,
-0.11734065413475037,
0.25027045607566833,
0.2245025336742401,
0.10295446217060089,
0.306530624628067,
-0.28956228494644165,
-0.35856738686561584,
-0.12027972936630249,
0.5804312229156494,
-0.26493847370147705,
-0.20652928948402405,
-0.28632256388664246,
0.1459730565547943,
-0.1629391461610794,
0.1301872730255127,
-0.16513247787952423,
0.11296075582504272,
0.02614559605717659,
-0.003977795131504536,
-0.015350889414548874,
0.2036132514476776,
0.24844390153884888,
0.1664724200963974,
-0.1400395631790161,
0.4426271915435791,
-0.14893007278442383,
-0.23235441744327545,
-0.38598841428756714,
-0.24707625806331635
] |
https://github.com/huggingface/datasets/issues/2068 | PyTorch not available error on SageMaker GPU docker though it is installed | Hi @philschmid - thanks for suggestion. I am using `datasets==1.4.1`.
I have also tried using `torch=1.6.0` (docker `763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.6.0-gpu-py3 `), but the error is the same. | I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
| 25 | PyTorch not available error on SageMaker GPU docker though it is installed
I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
Hi @philschmid - thanks for suggestion. I am using `datasets==1.4.1`.
I have also tried using `torch=1.6.0` (docker `763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.6.0-gpu-py3 `), but the error is the same. | [
-0.35786423087120056,
0.062430910766124725,
-0.00355949392542243,
0.09239524602890015,
0.2011190950870514,
0.034648358821868896,
0.5519383549690247,
0.32340729236602783,
0.3856208622455597,
0.09295836091041565,
0.0008825983386486769,
0.39658182859420776,
-0.03543062508106232,
0.19524647295475006,
0.07368412613868713,
-0.2641966640949249,
-0.05602933093905449,
0.22846952080726624,
-0.31059613823890686,
0.026708906516432762,
0.17195533215999603,
0.11979111284017563,
-0.2741037607192993,
0.1857316792011261,
-0.352491170167923,
-0.09301000833511353,
0.2506569027900696,
-0.06404013931751251,
-0.1788959950208664,
-0.4069882929325104,
0.2793974280357361,
-0.06136142835021019,
0.23973137140274048,
0.4969634711742401,
-0.00011404363613110036,
0.3032169044017792,
0.18156622350215912,
-0.05208155885338783,
-0.23396070301532745,
-0.49460452795028687,
0.26934733986854553,
-0.21354979276657104,
0.2534043788909912,
-0.35874491930007935,
-0.25666895508766174,
-0.6176713109016418,
-0.16178424656391144,
-0.10641369968652725,
0.18972809612751007,
0.4830077588558197,
0.17783844470977783,
0.23048999905586243,
0.37042486667633057,
-0.10688406974077225,
-0.021362800151109695,
-0.1286901831626892,
-0.1998845636844635,
0.19338466227054596,
0.06061326339840889,
-0.04771874099969864,
-0.22151905298233032,
0.3306258022785187,
0.05328834056854248,
0.22218871116638184,
0.2746855616569519,
-0.02776021882891655,
0.3027733266353607,
-0.32847338914871216,
0.012804344296455383,
0.01863788068294525,
0.3783849775791168,
-0.1673073172569275,
-0.2615455389022827,
-0.1401582509279251,
0.24066604673862457,
-0.18567168712615967,
0.2258491814136505,
0.20116086304187775,
-0.23859938979148865,
-0.23078393936157227,
-0.09248670190572739,
-0.24481746554374695,
-0.4942285120487213,
0.0012738228542730212,
-0.14867772161960602,
0.6484245657920837,
-0.009729850105941296,
0.2958637773990631,
-0.10884830355644226,
0.03163013607263565,
0.10879804939031601,
-0.0174537543207407,
0.13678303360939026,
-0.10355455428361893,
-0.44121503829956055,
0.012114522978663445,
-0.18480050563812256,
-0.3475175201892853,
-0.15453079342842102,
0.17633120715618134,
0.02445356175303459,
0.03855184093117714,
0.46138861775398254,
0.23196421563625336,
-0.06487417221069336,
0.21338333189487457,
-0.16768227517604828,
0.26723599433898926,
0.3156035244464874,
0.17838352918624878,
0.058282189071178436,
-0.011022143065929413,
-0.2719786465167999,
-0.2618047595024109,
0.0919804498553276,
-0.04094637930393219,
0.18391349911689758,
-0.25999152660369873,
-0.18967051804065704,
-0.06472612172365189,
-0.22541660070419312,
-0.004805699456483126,
0.3427656292915344,
0.37950047850608826,
-0.3616909086704254,
0.02155463956296444,
0.39052149653434753,
0.09702243655920029,
-0.15715429186820984,
0.10861766338348389,
-0.0689174011349678,
0.3692377805709839,
-0.30539533495903015,
-0.16990381479263306,
0.2570928633213043,
-0.28327739238739014,
0.31903964281082153,
0.052126556634902954,
0.43821364641189575,
0.019436154514551163,
0.16524910926818848,
-0.03628417104482651,
-0.030520088970661163,
0.3495337665081024,
0.16848193109035492,
-0.09932242333889008,
0.06731460988521576,
-0.1310516744852066,
0.04355991631746292,
0.16401083767414093,
-0.3027125895023346,
-0.17310404777526855,
-0.27772781252861023,
0.2180582880973816,
0.023980500176548958,
-0.0828474685549736,
-0.0956026166677475,
-0.23635894060134888,
0.1384333074092865,
-0.24626965820789337,
-0.19884173572063446,
-0.5774738788604736,
-0.15188266336917877,
0.10097437351942062,
0.35055872797966003,
-0.10600738227367401,
-0.25523921847343445,
-0.24292807281017303,
0.21696363389492035,
-0.044582951813936234,
0.1921146959066391,
0.16726882755756378,
-0.32135623693466187,
0.36413708329200745,
-0.22417953610420227,
-0.11627411097288132,
0.43689608573913574,
-0.15826338529586792,
-0.42749565839767456,
-0.05265338346362114,
-0.13175632059574127,
-0.1814897507429123,
0.2424347847700119,
-0.021029841154813766,
0.10271983593702316,
0.06948588043451309,
0.15872405469417572,
0.22124050557613373,
0.05506356060504913,
-0.06414707750082016,
0.07116226106882095,
-0.030114710330963135,
0.06930645555257797,
0.34702393412590027,
0.4696924686431885,
0.04051937162876129,
-0.22032828629016876,
0.10528255254030228,
0.0011493333149701357,
-0.33499255776405334,
-0.07290856540203094,
0.19361631572246552,
0.07260280847549438,
0.19731731712818146,
0.2342052161693573,
-0.024150952696800232,
-0.2846357524394989,
0.437252938747406,
-0.4078387916088104,
0.22019723057746887,
-0.4012739360332489,
0.27992647886276245,
0.07399821281433105,
0.23093438148498535,
-0.4405450224876404,
-0.029048865661025047,
0.07402116060256958,
0.2747325599193573,
0.14336639642715454,
-0.07165065407752991,
-0.04318879544734955,
0.1642153412103653,
-0.2015472799539566,
0.25705379247665405,
-0.02972329594194889,
0.16484381258487701,
-0.3522476553916931,
-0.28461843729019165,
-0.026778098195791245,
0.08328191190958023,
0.0867885947227478,
-0.13383476436138153,
-0.18519026041030884,
-0.022305205464363098,
0.05635121837258339,
-0.18563175201416016,
-0.4077399671077728,
0.010759062133729458,
0.2134343981742859,
-0.026487668976187706,
0.15463757514953613,
0.22619949281215668,
0.053507499396800995,
0.06594985723495483,
-0.059612784534692764,
0.27941903471946716,
0.07685287296772003,
0.33161959052085876,
0.15635909140110016,
0.1243276447057724,
0.3506568372249603,
0.17963245511054993,
-0.03709666430950165,
0.031250979751348495,
0.31168583035469055,
-0.18155081570148468,
0.38849374651908875,
-0.2803414463996887,
-0.06709390878677368,
-0.22698703408241272,
0.05822007730603218,
0.09681765735149384,
0.2094516009092331,
-0.05841875448822975,
-0.264168381690979,
-0.01971535012125969,
0.16551218926906586,
0.020151399075984955,
0.176311194896698,
0.08555420488119125,
-0.20542776584625244,
-0.07315824925899506,
-0.2630327045917511,
-0.28534623980522156,
0.019948631525039673,
0.205454021692276,
0.1803487092256546,
0.4772663414478302,
-0.024977359920740128,
-0.1353629231452942,
-0.20539653301239014,
-0.3153857886791229,
0.04423394054174423,
0.24649465084075928,
-0.016700955107808113,
0.19397743046283722,
0.0213796254247427,
-0.25878801941871643,
-0.1571340262889862,
0.06886717677116394,
-0.08306576311588287,
-0.07055974751710892,
-0.056711386889219284,
0.43709781765937805,
0.10463903099298477,
0.30158355832099915,
0.12426116317510605,
0.0017426307313144207,
0.09092937409877777,
-0.09151972830295563,
-0.10100496560335159,
-0.19977378845214844,
-0.10293107479810715,
0.09081510454416275,
0.01391803752630949,
-0.1522052139043808,
0.4530828595161438,
-0.022692658007144928,
0.23973006010055542,
-0.47522279620170593,
-0.4546356499195099,
0.2639152705669403,
0.09467126429080963,
0.07035558670759201,
0.08312810957431793,
-0.1004692018032074,
0.2305428832769394,
-0.11517550051212311,
0.2874080538749695,
-0.36674267053604126,
-0.009985337033867836,
0.17113131284713745,
-0.30403199791908264,
-0.09116093814373016,
-0.04292206093668938,
-0.2373359650373459,
-0.2131170779466629,
-0.24206997454166412,
-0.1625312864780426,
0.19256334006786346,
0.06929581612348557,
0.07107676565647125,
-0.04821183159947395,
0.23994992673397064,
0.06124014034867287,
0.42082616686820984,
-0.050523124635219574,
-0.014203093945980072,
0.3403247892856598,
-0.1449124813079834,
-0.4585411250591278,
0.19907835125923157,
-0.07102534919977188,
0.48737356066703796,
0.18767611682415009,
-0.35726213455200195,
-0.14321361482143402,
-0.0876859799027443,
-0.01040634885430336,
-0.23097261786460876,
-0.315493643283844,
0.43470707535743713,
0.08586754649877548,
-0.001758503494784236,
-0.01808788627386093,
-0.20988786220550537,
-0.005836715921759605,
-0.11618553102016449,
0.11075126379728317,
0.018056189641356468,
0.521802544593811,
0.01613512821495533,
0.5054340958595276,
-0.1492944210767746,
-0.18492329120635986,
0.07876063138246536,
-0.09148040413856506,
0.13068202137947083,
-0.07774236798286438,
-0.354358971118927,
0.0909198671579361,
-0.07847697287797928,
0.0423092320561409,
-0.11436539888381958,
-0.23755086958408356,
-0.2545681297779083,
-0.22431580722332,
0.13673284649848938,
0.20567287504673004,
-0.07492248713970184,
0.14705678820610046,
-0.021851979196071625,
0.23477362096309662,
-0.10058271139860153,
0.29117438197135925,
-0.058270156383514404,
-0.02064618654549122,
-0.0068819536827504635,
0.4009915292263031,
0.24711251258850098,
0.04054931178689003,
-0.35046976804733276,
-0.4177762567996979,
-0.30897313356399536,
0.15352389216423035,
0.111155666410923,
0.4341419041156769,
-0.25353187322616577,
0.1353391408920288,
0.251821905374527,
-0.0731290802359581,
0.1305498331785202,
0.20158866047859192,
-0.07694023847579956,
0.13044758141040802,
-0.5629463791847229,
-0.21404913067817688,
-0.40258345007896423,
-0.20411522686481476,
0.30845651030540466,
-0.13783639669418335,
0.25910863280296326,
-0.052187252789735794,
-0.2361830174922943,
0.3772246837615967,
-0.0014558086404576898,
-0.35494694113731384,
-0.1654878556728363,
-0.3093600571155548,
-0.007102323696017265,
-0.3891405463218689,
0.14182153344154358,
-0.16303564608097076,
0.16481101512908936,
0.10335059463977814,
0.18025276064872742,
-0.047827303409576416,
-0.06736235320568085,
-0.2418474704027176,
0.12517009675502777,
0.15085354447364807,
-0.1796664595603943,
0.020630016922950745,
0.25830867886543274,
0.4035356640815735,
0.024661926552653313,
0.12517055869102478,
0.16587364673614502,
-0.6877148151397705,
0.22795121371746063,
0.14377664029598236,
0.03375367447733879,
-0.0006096599390730262,
-0.28139710426330566,
-0.015133261680603027,
0.02886415459215641,
0.26160866022109985,
-0.27891236543655396,
0.2849281132221222,
0.43180960416793823,
0.043554987758398056,
-0.3361484408378601,
-0.5102329254150391,
-0.028513116762042046,
0.11905352026224136,
0.1307084560394287,
0.10727375000715256,
-0.31976866722106934,
-0.23879635334014893,
0.10094457864761353,
0.2339782863855362,
0.3998076021671295,
-0.1230270266532898,
0.16318705677986145,
0.36901769042015076,
-0.056277189403772354,
0.6690492033958435,
-0.0701485276222229,
0.501037061214447,
-0.2964495122432709,
-0.023695075884461403,
-0.021966837346553802,
-0.3330352008342743,
0.12492362409830093,
-0.08943214267492294,
0.01960740052163601,
0.4615964889526367,
0.022741831839084625,
0.18791262805461884,
0.08244288712739944,
0.5432862043380737,
-0.05619310215115547,
-0.3151732087135315,
0.08934266120195389,
0.08243139833211899,
-0.4715273678302765,
0.4554198682308197,
-0.11191859096288681,
0.12960608303546906,
0.2646176218986511,
-0.08538999408483505,
-0.20248711109161377,
0.31698372960090637,
-0.10351875424385071,
0.5135720372200012,
-0.26030975580215454,
-0.7178816795349121,
0.22172847390174866,
0.19350062310695648,
0.04758027568459511,
-0.016390671953558922,
-0.08404402434825897,
0.28695571422576904,
-0.5260505080223083,
-0.26488780975341797,
-0.11868094652891159,
0.14465609192848206,
0.4126049876213074,
-0.17664116621017456,
-0.17508651316165924,
0.04569533094763756,
-0.02070918306708336,
-0.34803301095962524,
-0.14750592410564423,
0.02291502058506012,
0.5239810943603516,
0.05061204731464386,
0.13825935125350952,
-0.24367080628871918,
-0.1985275149345398,
-0.11875975877046585,
0.1392894983291626,
0.18644198775291443,
-0.19202081859111786,
0.009254603646695614,
0.11267001181840897,
-0.23677000403404236,
0.026779228821396828,
0.4035094976425171,
0.24857336282730103,
-0.07548532634973526,
0.7604898810386658,
0.27010032534599304,
-0.21533842384815216,
-0.18952497839927673,
-0.5757738351821899,
0.18806764483451843,
-0.4746958017349243,
0.09040828049182892,
0.08837857842445374,
-0.0010323690949007869,
-0.025246519595384598,
0.0832522064447403,
0.24049316346645355,
-0.3185768723487854,
-0.20643918216228485,
-0.49794572591781616,
-0.24460293352603912,
-0.012177671305835247,
-0.09707308560609818,
0.14469003677368164,
0.40609824657440186,
0.021310461685061455,
-0.03745276853442192,
-0.11762295663356781,
-0.24866145849227905,
-0.0812462791800499,
-0.08575128018856049,
-0.017891012132167816,
0.028844108805060387,
-0.24645915627479553,
0.01805051602423191,
0.13395702838897705,
0.11658073216676712,
-0.016181398183107376,
-0.05232385918498039,
-0.1377301812171936,
-0.059380315244197845,
0.06380251049995422,
0.1501113772392273,
-0.18413203954696655,
-0.15671776235103607,
-0.347201943397522,
-0.1686960607767105,
0.06193794682621956,
0.35113459825515747,
0.07319815456867218,
-0.03360257297754288,
0.10005518794059753,
-0.1815095990896225,
0.030570056289434433,
-0.23939482867717743,
0.19995547831058502,
-0.158118337392807,
-0.03446028009057045,
0.2619611322879791,
0.21255476772785187,
0.04916215315461159,
0.17512032389640808,
-0.29674938321113586,
0.01222231611609459,
-0.22475333511829376,
0.07957076281309128,
0.38787418603897095,
-0.5469014048576355,
0.3201330602169037,
-0.11404591798782349,
0.3263934850692749,
0.2481033056974411,
-0.11123686283826828,
0.006945691537111998,
0.20776239037513733,
0.1929994374513626,
-0.31243401765823364,
-0.1750279664993286,
-0.20476457476615906,
0.025553574785590172,
0.1951707899570465,
-0.03369060531258583,
0.0335221104323864,
0.20342501997947693,
0.2418438047170639,
0.21766804158687592,
0.3072524666786194,
-0.21943260729312897,
0.1608726978302002,
0.25558754801750183,
-0.03151363879442215,
0.1866931915283203,
0.4408330023288727,
0.28957897424697876,
0.03442986682057381,
0.20874248445034027,
-0.05012374371290207,
0.26835528016090393,
-0.03551969677209854,
0.04930736869573593,
0.27842870354652405,
-0.1406371295452118,
-0.13510072231292725,
0.15987175703048706,
-0.0666537955403328,
-0.09757288545370102,
-0.235636368393898,
0.13799385726451874,
-0.5082183480262756,
-0.0016116908518597484,
-0.3276999890804291,
-0.06167213246226311,
-0.36062946915626526,
0.13358037173748016,
-0.257928729057312,
-0.023372389376163483,
0.07977567613124847,
0.17723064124584198,
0.11178828775882721,
0.10143433511257172,
-0.4469520151615143,
0.12593746185302734,
-0.40831708908081055,
0.04446186125278473,
-0.23946347832679749,
0.31014594435691833,
-0.12115217000246048,
-0.08415806293487549,
0.18983572721481323,
0.29036253690719604,
-0.12193875014781952,
-0.11502506583929062,
0.1751779466867447,
0.47628581523895264,
0.14574113488197327,
0.0434701107442379,
-0.08061504364013672,
-0.02929457277059555,
-0.0321250818669796,
-0.019082557410001755,
0.22487550973892212,
0.2004401683807373,
-0.03977661579847336,
0.15629175305366516,
0.15418459475040436,
-0.1182023361325264,
0.18917329609394073,
0.1260015219449997,
0.02410784922540188,
0.11597077548503876,
0.2661477029323578,
0.07353904098272324,
-0.15479788184165955,
-0.13362625241279602,
-0.02617490664124489,
-0.31927794218063354,
-0.15224987268447876,
0.38942089676856995,
0.21273359656333923,
-0.23531989753246307,
-0.11317846179008484,
0.07375641167163849,
0.015780389308929443,
0.44649234414100647,
0.12910522520542145,
0.004601312801241875,
-0.1204414889216423,
0.039635006338357925,
-0.20765946805477142,
0.2196233570575714,
-0.023899229243397713,
0.016628699377179146,
0.12267634272575378,
0.09477907419204712,
-0.026472685858607292,
-0.025327911600470543,
0.303305059671402,
-0.12534114718437195,
0.12073296308517456,
-0.14345718920230865,
-0.2756642699241638,
-0.057589415460824966,
0.3088069558143616,
0.08149782568216324,
0.07550511509180069,
-0.2945994734764099,
0.01611880399286747,
0.022224538028240204,
0.11124925315380096,
-0.272304505109787,
0.05816316977143288,
0.09985172748565674,
-0.3974211812019348,
0.26796287298202515,
-0.08305085450410843,
0.789028525352478,
0.0927615836262703,
-0.10290855914354324,
-0.004499730654060841,
-0.20567061007022858,
-0.34054023027420044,
0.27081677317619324,
0.09723228961229324,
0.5719088315963745,
0.16132374107837677,
-0.1286330670118332,
-0.4244958758354187,
0.3670104146003723,
-0.1697559505701065,
-0.6661808490753174,
-0.16411760449409485,
0.19225051999092102,
-0.11734065413475037,
0.25027045607566833,
0.2245025336742401,
0.10295446217060089,
0.306530624628067,
-0.28956228494644165,
-0.35856738686561584,
-0.12027972936630249,
0.5804312229156494,
-0.26493847370147705,
-0.20652928948402405,
-0.28632256388664246,
0.1459730565547943,
-0.1629391461610794,
0.1301872730255127,
-0.16513247787952423,
0.11296075582504272,
0.02614559605717659,
-0.003977795131504536,
-0.015350889414548874,
0.2036132514476776,
0.24844390153884888,
0.1664724200963974,
-0.1400395631790161,
0.4426271915435791,
-0.14893007278442383,
-0.23235441744327545,
-0.38598841428756714,
-0.24707625806331635
] |
https://github.com/huggingface/datasets/issues/2068 | PyTorch not available error on SageMaker GPU docker though it is installed | Could paste the code you use the start your training job and the fine-tuning script you run? | I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
| 17 | PyTorch not available error on SageMaker GPU docker though it is installed
I get en error when running data loading using SageMaker SDK
```
File "main.py", line 34, in <module>
run_training()
File "main.py", line 25, in run_training
dm.setup('fit')
File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn
return fn(*args, **kwargs)
File "/opt/ml/code/data_module.py", line 103, in setup
self.dataset[split].set_format(type="torch", columns=self.columns)
File "/opt/conda/lib/python3.6/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/arrow_dataset.py", line 995, in set_format
_ = get_formatter(type, **format_kwargs)
File "/opt/conda/lib/python3.6/site-packages/datasets/formatting/__init__.py", line 114, in get_formatter
raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
ValueError: PyTorch needs to be installed to be able to return PyTorch tensors.
```
when trying to execute dataset loading using this notebook https://github.com/PyTorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb, specifically lines
```
self.columns = [c for c in self.dataset[split].column_names if c in self.loader_columns]
self.dataset[split].set_format(type="torch", columns=self.columns)
```
The SageMaker docker image used is 763104351884.dkr.ecr.eu-central-1.amazonaws.com/pytorch-training:1.4.0-gpu-py3 .
By running container interactively I have checked that torch loading completes successfully by executing `https://github.com/huggingface/datasets/blob/master/src/datasets/config.py#L39`.
Also as a first line in the data loading module I have
```
import os
os.environ["USE_TF"] = "0"
os.environ["USE_TORCH"] = "1"
````
But unfortunately the error stills persists. Any suggestions would be appreciated as I am stack.
Many Thanks!
Could paste the code you use the start your training job and the fine-tuning script you run? | [
-0.35786423087120056,
0.062430910766124725,
-0.00355949392542243,
0.09239524602890015,
0.2011190950870514,
0.034648358821868896,
0.5519383549690247,
0.32340729236602783,
0.3856208622455597,
0.09295836091041565,
0.0008825983386486769,
0.39658182859420776,
-0.03543062508106232,
0.19524647295475006,
0.07368412613868713,
-0.2641966640949249,
-0.05602933093905449,
0.22846952080726624,
-0.31059613823890686,
0.026708906516432762,
0.17195533215999603,
0.11979111284017563,
-0.2741037607192993,
0.1857316792011261,
-0.352491170167923,
-0.09301000833511353,
0.2506569027900696,
-0.06404013931751251,
-0.1788959950208664,
-0.4069882929325104,
0.2793974280357361,
-0.06136142835021019,
0.23973137140274048,
0.4969634711742401,
-0.00011404363613110036,
0.3032169044017792,
0.18156622350215912,
-0.05208155885338783,
-0.23396070301532745,
-0.49460452795028687,
0.26934733986854553,
-0.21354979276657104,
0.2534043788909912,
-0.35874491930007935,
-0.25666895508766174,
-0.6176713109016418,
-0.16178424656391144,
-0.10641369968652725,
0.18972809612751007,
0.4830077588558197,
0.17783844470977783,
0.23048999905586243,
0.37042486667633057,
-0.10688406974077225,
-0.021362800151109695,
-0.1286901831626892,
-0.1998845636844635,
0.19338466227054596,
0.06061326339840889,
-0.04771874099969864,
-0.22151905298233032,
0.3306258022785187,
0.05328834056854248,
0.22218871116638184,
0.2746855616569519,
-0.02776021882891655,
0.3027733266353607,
-0.32847338914871216,
0.012804344296455383,
0.01863788068294525,
0.3783849775791168,
-0.1673073172569275,
-0.2615455389022827,
-0.1401582509279251,
0.24066604673862457,
-0.18567168712615967,
0.2258491814136505,
0.20116086304187775,
-0.23859938979148865,
-0.23078393936157227,
-0.09248670190572739,
-0.24481746554374695,
-0.4942285120487213,
0.0012738228542730212,
-0.14867772161960602,
0.6484245657920837,
-0.009729850105941296,
0.2958637773990631,
-0.10884830355644226,
0.03163013607263565,
0.10879804939031601,
-0.0174537543207407,
0.13678303360939026,
-0.10355455428361893,
-0.44121503829956055,
0.012114522978663445,
-0.18480050563812256,
-0.3475175201892853,
-0.15453079342842102,
0.17633120715618134,
0.02445356175303459,
0.03855184093117714,
0.46138861775398254,
0.23196421563625336,
-0.06487417221069336,
0.21338333189487457,
-0.16768227517604828,
0.26723599433898926,
0.3156035244464874,
0.17838352918624878,
0.058282189071178436,
-0.011022143065929413,
-0.2719786465167999,
-0.2618047595024109,
0.0919804498553276,
-0.04094637930393219,
0.18391349911689758,
-0.25999152660369873,
-0.18967051804065704,
-0.06472612172365189,
-0.22541660070419312,
-0.004805699456483126,
0.3427656292915344,
0.37950047850608826,
-0.3616909086704254,
0.02155463956296444,
0.39052149653434753,
0.09702243655920029,
-0.15715429186820984,
0.10861766338348389,
-0.0689174011349678,
0.3692377805709839,
-0.30539533495903015,
-0.16990381479263306,
0.2570928633213043,
-0.28327739238739014,
0.31903964281082153,
0.052126556634902954,
0.43821364641189575,
0.019436154514551163,
0.16524910926818848,
-0.03628417104482651,
-0.030520088970661163,
0.3495337665081024,
0.16848193109035492,
-0.09932242333889008,
0.06731460988521576,
-0.1310516744852066,
0.04355991631746292,
0.16401083767414093,
-0.3027125895023346,
-0.17310404777526855,
-0.27772781252861023,
0.2180582880973816,
0.023980500176548958,
-0.0828474685549736,
-0.0956026166677475,
-0.23635894060134888,
0.1384333074092865,
-0.24626965820789337,
-0.19884173572063446,
-0.5774738788604736,
-0.15188266336917877,
0.10097437351942062,
0.35055872797966003,
-0.10600738227367401,
-0.25523921847343445,
-0.24292807281017303,
0.21696363389492035,
-0.044582951813936234,
0.1921146959066391,
0.16726882755756378,
-0.32135623693466187,
0.36413708329200745,
-0.22417953610420227,
-0.11627411097288132,
0.43689608573913574,
-0.15826338529586792,
-0.42749565839767456,
-0.05265338346362114,
-0.13175632059574127,
-0.1814897507429123,
0.2424347847700119,
-0.021029841154813766,
0.10271983593702316,
0.06948588043451309,
0.15872405469417572,
0.22124050557613373,
0.05506356060504913,
-0.06414707750082016,
0.07116226106882095,
-0.030114710330963135,
0.06930645555257797,
0.34702393412590027,
0.4696924686431885,
0.04051937162876129,
-0.22032828629016876,
0.10528255254030228,
0.0011493333149701357,
-0.33499255776405334,
-0.07290856540203094,
0.19361631572246552,
0.07260280847549438,
0.19731731712818146,
0.2342052161693573,
-0.024150952696800232,
-0.2846357524394989,
0.437252938747406,
-0.4078387916088104,
0.22019723057746887,
-0.4012739360332489,
0.27992647886276245,
0.07399821281433105,
0.23093438148498535,
-0.4405450224876404,
-0.029048865661025047,
0.07402116060256958,
0.2747325599193573,
0.14336639642715454,
-0.07165065407752991,
-0.04318879544734955,
0.1642153412103653,
-0.2015472799539566,
0.25705379247665405,
-0.02972329594194889,
0.16484381258487701,
-0.3522476553916931,
-0.28461843729019165,
-0.026778098195791245,
0.08328191190958023,
0.0867885947227478,
-0.13383476436138153,
-0.18519026041030884,
-0.022305205464363098,
0.05635121837258339,
-0.18563175201416016,
-0.4077399671077728,
0.010759062133729458,
0.2134343981742859,
-0.026487668976187706,
0.15463757514953613,
0.22619949281215668,
0.053507499396800995,
0.06594985723495483,
-0.059612784534692764,
0.27941903471946716,
0.07685287296772003,
0.33161959052085876,
0.15635909140110016,
0.1243276447057724,
0.3506568372249603,
0.17963245511054993,
-0.03709666430950165,
0.031250979751348495,
0.31168583035469055,
-0.18155081570148468,
0.38849374651908875,
-0.2803414463996887,
-0.06709390878677368,
-0.22698703408241272,
0.05822007730603218,
0.09681765735149384,
0.2094516009092331,
-0.05841875448822975,
-0.264168381690979,
-0.01971535012125969,
0.16551218926906586,
0.020151399075984955,
0.176311194896698,
0.08555420488119125,
-0.20542776584625244,
-0.07315824925899506,
-0.2630327045917511,
-0.28534623980522156,
0.019948631525039673,
0.205454021692276,
0.1803487092256546,
0.4772663414478302,
-0.024977359920740128,
-0.1353629231452942,
-0.20539653301239014,
-0.3153857886791229,
0.04423394054174423,
0.24649465084075928,
-0.016700955107808113,
0.19397743046283722,
0.0213796254247427,
-0.25878801941871643,
-0.1571340262889862,
0.06886717677116394,
-0.08306576311588287,
-0.07055974751710892,
-0.056711386889219284,
0.43709781765937805,
0.10463903099298477,
0.30158355832099915,
0.12426116317510605,
0.0017426307313144207,
0.09092937409877777,
-0.09151972830295563,
-0.10100496560335159,
-0.19977378845214844,
-0.10293107479810715,
0.09081510454416275,
0.01391803752630949,
-0.1522052139043808,
0.4530828595161438,
-0.022692658007144928,
0.23973006010055542,
-0.47522279620170593,
-0.4546356499195099,
0.2639152705669403,
0.09467126429080963,
0.07035558670759201,
0.08312810957431793,
-0.1004692018032074,
0.2305428832769394,
-0.11517550051212311,
0.2874080538749695,
-0.36674267053604126,
-0.009985337033867836,
0.17113131284713745,
-0.30403199791908264,
-0.09116093814373016,
-0.04292206093668938,
-0.2373359650373459,
-0.2131170779466629,
-0.24206997454166412,
-0.1625312864780426,
0.19256334006786346,
0.06929581612348557,
0.07107676565647125,
-0.04821183159947395,
0.23994992673397064,
0.06124014034867287,
0.42082616686820984,
-0.050523124635219574,
-0.014203093945980072,
0.3403247892856598,
-0.1449124813079834,
-0.4585411250591278,
0.19907835125923157,
-0.07102534919977188,
0.48737356066703796,
0.18767611682415009,
-0.35726213455200195,
-0.14321361482143402,
-0.0876859799027443,
-0.01040634885430336,
-0.23097261786460876,
-0.315493643283844,
0.43470707535743713,
0.08586754649877548,
-0.001758503494784236,
-0.01808788627386093,
-0.20988786220550537,
-0.005836715921759605,
-0.11618553102016449,
0.11075126379728317,
0.018056189641356468,
0.521802544593811,
0.01613512821495533,
0.5054340958595276,
-0.1492944210767746,
-0.18492329120635986,
0.07876063138246536,
-0.09148040413856506,
0.13068202137947083,
-0.07774236798286438,
-0.354358971118927,
0.0909198671579361,
-0.07847697287797928,
0.0423092320561409,
-0.11436539888381958,
-0.23755086958408356,
-0.2545681297779083,
-0.22431580722332,
0.13673284649848938,
0.20567287504673004,
-0.07492248713970184,
0.14705678820610046,
-0.021851979196071625,
0.23477362096309662,
-0.10058271139860153,
0.29117438197135925,
-0.058270156383514404,
-0.02064618654549122,
-0.0068819536827504635,
0.4009915292263031,
0.24711251258850098,
0.04054931178689003,
-0.35046976804733276,
-0.4177762567996979,
-0.30897313356399536,
0.15352389216423035,
0.111155666410923,
0.4341419041156769,
-0.25353187322616577,
0.1353391408920288,
0.251821905374527,
-0.0731290802359581,
0.1305498331785202,
0.20158866047859192,
-0.07694023847579956,
0.13044758141040802,
-0.5629463791847229,
-0.21404913067817688,
-0.40258345007896423,
-0.20411522686481476,
0.30845651030540466,
-0.13783639669418335,
0.25910863280296326,
-0.052187252789735794,
-0.2361830174922943,
0.3772246837615967,
-0.0014558086404576898,
-0.35494694113731384,
-0.1654878556728363,
-0.3093600571155548,
-0.007102323696017265,
-0.3891405463218689,
0.14182153344154358,
-0.16303564608097076,
0.16481101512908936,
0.10335059463977814,
0.18025276064872742,
-0.047827303409576416,
-0.06736235320568085,
-0.2418474704027176,
0.12517009675502777,
0.15085354447364807,
-0.1796664595603943,
0.020630016922950745,
0.25830867886543274,
0.4035356640815735,
0.024661926552653313,
0.12517055869102478,
0.16587364673614502,
-0.6877148151397705,
0.22795121371746063,
0.14377664029598236,
0.03375367447733879,
-0.0006096599390730262,
-0.28139710426330566,
-0.015133261680603027,
0.02886415459215641,
0.26160866022109985,
-0.27891236543655396,
0.2849281132221222,
0.43180960416793823,
0.043554987758398056,
-0.3361484408378601,
-0.5102329254150391,
-0.028513116762042046,
0.11905352026224136,
0.1307084560394287,
0.10727375000715256,
-0.31976866722106934,
-0.23879635334014893,
0.10094457864761353,
0.2339782863855362,
0.3998076021671295,
-0.1230270266532898,
0.16318705677986145,
0.36901769042015076,
-0.056277189403772354,
0.6690492033958435,
-0.0701485276222229,
0.501037061214447,
-0.2964495122432709,
-0.023695075884461403,
-0.021966837346553802,
-0.3330352008342743,
0.12492362409830093,
-0.08943214267492294,
0.01960740052163601,
0.4615964889526367,
0.022741831839084625,
0.18791262805461884,
0.08244288712739944,
0.5432862043380737,
-0.05619310215115547,
-0.3151732087135315,
0.08934266120195389,
0.08243139833211899,
-0.4715273678302765,
0.4554198682308197,
-0.11191859096288681,
0.12960608303546906,
0.2646176218986511,
-0.08538999408483505,
-0.20248711109161377,
0.31698372960090637,
-0.10351875424385071,
0.5135720372200012,
-0.26030975580215454,
-0.7178816795349121,
0.22172847390174866,
0.19350062310695648,
0.04758027568459511,
-0.016390671953558922,
-0.08404402434825897,
0.28695571422576904,
-0.5260505080223083,
-0.26488780975341797,
-0.11868094652891159,
0.14465609192848206,
0.4126049876213074,
-0.17664116621017456,
-0.17508651316165924,
0.04569533094763756,
-0.02070918306708336,
-0.34803301095962524,
-0.14750592410564423,
0.02291502058506012,
0.5239810943603516,
0.05061204731464386,
0.13825935125350952,
-0.24367080628871918,
-0.1985275149345398,
-0.11875975877046585,
0.1392894983291626,
0.18644198775291443,
-0.19202081859111786,
0.009254603646695614,
0.11267001181840897,
-0.23677000403404236,
0.026779228821396828,
0.4035094976425171,
0.24857336282730103,
-0.07548532634973526,
0.7604898810386658,
0.27010032534599304,
-0.21533842384815216,
-0.18952497839927673,
-0.5757738351821899,
0.18806764483451843,
-0.4746958017349243,
0.09040828049182892,
0.08837857842445374,
-0.0010323690949007869,
-0.025246519595384598,
0.0832522064447403,
0.24049316346645355,
-0.3185768723487854,
-0.20643918216228485,
-0.49794572591781616,
-0.24460293352603912,
-0.012177671305835247,
-0.09707308560609818,
0.14469003677368164,
0.40609824657440186,
0.021310461685061455,
-0.03745276853442192,
-0.11762295663356781,
-0.24866145849227905,
-0.0812462791800499,
-0.08575128018856049,
-0.017891012132167816,
0.028844108805060387,
-0.24645915627479553,
0.01805051602423191,
0.13395702838897705,
0.11658073216676712,
-0.016181398183107376,
-0.05232385918498039,
-0.1377301812171936,
-0.059380315244197845,
0.06380251049995422,
0.1501113772392273,
-0.18413203954696655,
-0.15671776235103607,
-0.347201943397522,
-0.1686960607767105,
0.06193794682621956,
0.35113459825515747,
0.07319815456867218,
-0.03360257297754288,
0.10005518794059753,
-0.1815095990896225,
0.030570056289434433,
-0.23939482867717743,
0.19995547831058502,
-0.158118337392807,
-0.03446028009057045,
0.2619611322879791,
0.21255476772785187,
0.04916215315461159,
0.17512032389640808,
-0.29674938321113586,
0.01222231611609459,
-0.22475333511829376,
0.07957076281309128,
0.38787418603897095,
-0.5469014048576355,
0.3201330602169037,
-0.11404591798782349,
0.3263934850692749,
0.2481033056974411,
-0.11123686283826828,
0.006945691537111998,
0.20776239037513733,
0.1929994374513626,
-0.31243401765823364,
-0.1750279664993286,
-0.20476457476615906,
0.025553574785590172,
0.1951707899570465,
-0.03369060531258583,
0.0335221104323864,
0.20342501997947693,
0.2418438047170639,
0.21766804158687592,
0.3072524666786194,
-0.21943260729312897,
0.1608726978302002,
0.25558754801750183,
-0.03151363879442215,
0.1866931915283203,
0.4408330023288727,
0.28957897424697876,
0.03442986682057381,
0.20874248445034027,
-0.05012374371290207,
0.26835528016090393,
-0.03551969677209854,
0.04930736869573593,
0.27842870354652405,
-0.1406371295452118,
-0.13510072231292725,
0.15987175703048706,
-0.0666537955403328,
-0.09757288545370102,
-0.235636368393898,
0.13799385726451874,
-0.5082183480262756,
-0.0016116908518597484,
-0.3276999890804291,
-0.06167213246226311,
-0.36062946915626526,
0.13358037173748016,
-0.257928729057312,
-0.023372389376163483,
0.07977567613124847,
0.17723064124584198,
0.11178828775882721,
0.10143433511257172,
-0.4469520151615143,
0.12593746185302734,
-0.40831708908081055,
0.04446186125278473,
-0.23946347832679749,
0.31014594435691833,
-0.12115217000246048,
-0.08415806293487549,
0.18983572721481323,
0.29036253690719604,
-0.12193875014781952,
-0.11502506583929062,
0.1751779466867447,
0.47628581523895264,
0.14574113488197327,
0.0434701107442379,
-0.08061504364013672,
-0.02929457277059555,
-0.0321250818669796,
-0.019082557410001755,
0.22487550973892212,
0.2004401683807373,
-0.03977661579847336,
0.15629175305366516,
0.15418459475040436,
-0.1182023361325264,
0.18917329609394073,
0.1260015219449997,
0.02410784922540188,
0.11597077548503876,
0.2661477029323578,
0.07353904098272324,
-0.15479788184165955,
-0.13362625241279602,
-0.02617490664124489,
-0.31927794218063354,
-0.15224987268447876,
0.38942089676856995,
0.21273359656333923,
-0.23531989753246307,
-0.11317846179008484,
0.07375641167163849,
0.015780389308929443,
0.44649234414100647,
0.12910522520542145,
0.004601312801241875,
-0.1204414889216423,
0.039635006338357925,
-0.20765946805477142,
0.2196233570575714,
-0.023899229243397713,
0.016628699377179146,
0.12267634272575378,
0.09477907419204712,
-0.026472685858607292,
-0.025327911600470543,
0.303305059671402,
-0.12534114718437195,
0.12073296308517456,
-0.14345718920230865,
-0.2756642699241638,
-0.057589415460824966,
0.3088069558143616,
0.08149782568216324,
0.07550511509180069,
-0.2945994734764099,
0.01611880399286747,
0.022224538028240204,
0.11124925315380096,
-0.272304505109787,
0.05816316977143288,
0.09985172748565674,
-0.3974211812019348,
0.26796287298202515,
-0.08305085450410843,
0.789028525352478,
0.0927615836262703,
-0.10290855914354324,
-0.004499730654060841,
-0.20567061007022858,
-0.34054023027420044,
0.27081677317619324,
0.09723228961229324,
0.5719088315963745,
0.16132374107837677,
-0.1286330670118332,
-0.4244958758354187,
0.3670104146003723,
-0.1697559505701065,
-0.6661808490753174,
-0.16411760449409485,
0.19225051999092102,
-0.11734065413475037,
0.25027045607566833,
0.2245025336742401,
0.10295446217060089,
0.306530624628067,
-0.28956228494644165,
-0.35856738686561584,
-0.12027972936630249,
0.5804312229156494,
-0.26493847370147705,
-0.20652928948402405,
-0.28632256388664246,
0.1459730565547943,
-0.1629391461610794,
0.1301872730255127,
-0.16513247787952423,
0.11296075582504272,
0.02614559605717659,
-0.003977795131504536,
-0.015350889414548874,
0.2036132514476776,
0.24844390153884888,
0.1664724200963974,
-0.1400395631790161,
0.4426271915435791,
-0.14893007278442383,
-0.23235441744327545,
-0.38598841428756714,
-0.24707625806331635
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | Hi ! Thanks for reporting.
This looks like a bug, could you try to provide a minimal code example that reproduces the issue ? This would be very helpful !
Otherwise I can try to run the wav2vec2 code above on my side but probably not this week.. | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 48 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
Hi ! Thanks for reporting.
This looks like a bug, could you try to provide a minimal code example that reproduces the issue ? This would be very helpful !
Otherwise I can try to run the wav2vec2 code above on my side but probably not this week.. | [
-0.058142274618148804,
-0.453678697347641,
-0.03556206449866295,
0.2569918632507324,
0.08609466999769211,
-0.003773934906348586,
0.11553127318620682,
-0.06296014040708542,
0.04080399125814438,
0.31918707489967346,
0.25381267070770264,
0.0701289102435112,
-0.3072563707828522,
-0.042545661330223083,
-0.22199420630931854,
-0.24634703993797302,
0.18920806050300598,
-0.12947480380535126,
0.3075397312641144,
0.33531320095062256,
-0.4257970154285431,
0.5416619777679443,
-0.402621328830719,
0.19734853506088257,
-0.4143262803554535,
0.005931702442467213,
-0.2583842873573303,
0.49445629119873047,
0.3894539475440979,
-0.3567265570163727,
0.07124742120504379,
-0.3931781053543091,
0.15090134739875793,
0.15283840894699097,
-0.00012249735300429165,
-0.12420671433210373,
0.03992462530732155,
-0.04017967730760574,
0.4106857478618622,
0.2325061559677124,
0.23275066912174225,
0.11603305488824844,
-0.08967151492834091,
-0.0001362877810606733,
0.18030902743339539,
0.3176898956298828,
0.023025348782539368,
-0.04366368427872658,
0.3788875341415405,
0.2494232952594757,
0.10863517224788666,
0.26974496245384216,
0.05848143249750137,
-0.017271902412176132,
-0.33739256858825684,
-0.4087221622467041,
-0.03560692071914673,
0.1879889965057373,
0.4800274074077606,
-0.38807016611099243,
0.2081041932106018,
0.22986049950122833,
-0.24762219190597534,
0.02224554866552353,
-0.3043944835662842,
0.0047380453906953335,
0.3776165544986725,
-0.5156351923942566,
0.070457324385643,
-0.08932765573263168,
-0.10664305835962296,
-0.19181011617183685,
0.31751108169555664,
0.09562370926141739,
0.12410396337509155,
-0.8489115834236145,
0.1194222941994667,
0.2649230659008026,
-0.3856474459171295,
0.09654619544744492,
-0.033168334513902664,
0.06999845802783966,
-0.06027804687619209,
-0.1735408455133438,
0.15583138167858124,
-0.050357695668935776,
0.05992014706134796,
0.16525226831436157,
0.1297033280134201,
0.3123297691345215,
-0.2853074371814728,
0.29926732182502747,
-0.0785919576883316,
0.05638214945793152,
-0.4582308530807495,
-0.010789218358695507,
0.024560701102018356,
0.2138340026140213,
-0.31557387113571167,
-0.21936900913715363,
-0.07228141278028488,
0.05770943686366081,
0.21032901108264923,
0.18776537477970123,
0.2185836136341095,
-0.18825630843639374,
0.04422909766435623,
-0.5686364769935608,
0.1675221174955368,
-0.5050086975097656,
-0.1424950808286667,
-0.08116815984249115,
-0.008024459704756737,
-0.5607300996780396,
0.3573495149612427,
0.39950087666511536,
0.23021569848060608,
-0.10807323455810547,
-0.33860811591148376,
0.21012142300605774,
-0.0408642441034317,
0.2901070713996887,
0.273465096950531,
0.29718539118766785,
0.3146834075450897,
0.7152173519134521,
-0.017782416194677353,
0.251394122838974,
-0.5292394161224365,
0.06867289543151855,
0.07883483171463013,
0.12384282052516937,
-0.27655503153800964,
0.10745839029550552,
0.21243689954280853,
0.018772469833493233,
0.1902923583984375,
0.13903510570526123,
0.29737523198127747,
-0.36881425976753235,
-0.018452296033501625,
-0.20974873006343842,
-0.17067359387874603,
0.21967454254627228,
0.23052306473255157,
0.19683773815631866,
-0.009325366467237473,
0.06100751459598541,
0.023853659629821777,
0.22543390095233917,
-0.3823579251766205,
-0.35442957282066345,
-0.12698812782764435,
0.02528122439980507,
0.39795422554016113,
0.440609872341156,
0.34505221247673035,
-0.10687253624200821,
0.3525732159614563,
-0.32990753650665283,
-0.12402604520320892,
-0.42047202587127686,
-0.36169829964637756,
-0.342690110206604,
-0.08012649416923523,
0.29534900188446045,
0.030153214931488037,
0.31209322810173035,
0.30055469274520874,
-0.058333419263362885,
0.18983055651187897,
0.34202757477760315,
0.23217624425888062,
-0.15417000651359558,
-0.14279082417488098,
-0.05129774287343025,
-0.20754702389240265,
-0.2447628229856491,
0.02872632071375847,
0.10450828820466995,
-0.0876486524939537,
-0.07704591006040573,
0.2426428496837616,
0.09129349142313004,
-0.14054349064826965,
-0.3693988025188446,
0.459351509809494,
-0.24297071993350983,
-0.14236773550510406,
0.2521107792854309,
-0.1832212656736374,
0.08267699927091599,
-0.03617846965789795,
0.015552098862826824,
0.05547076836228371,
-0.03935329243540764,
-0.0699976310133934,
-0.07501646131277084,
0.23423753678798676,
0.12123464792966843,
0.007189774885773659,
0.2943183183670044,
0.26437416672706604,
-0.025582900270819664,
0.0472799651324749,
-0.3173384666442871,
0.025003228336572647,
0.09443145990371704,
-0.18373306095600128,
-0.05931651219725609,
0.4418400526046753,
0.14879722893238068,
0.19144882261753082,
0.2850688695907593,
-0.15779028832912445,
-0.2866767942905426,
0.007582961115986109,
-0.08881017565727234,
0.03141498938202858,
-0.20195814967155457,
0.041602425277233124,
0.5415997505187988,
0.09244833141565323,
-0.20502102375030518,
-0.0775555968284607,
-0.04324525222182274,
-0.3279130756855011,
-0.34416335821151733,
-0.09580466896295547,
0.30613481998443604,
0.23242419958114624,
0.21318252384662628,
0.093109130859375,
0.2249249964952469,
0.1783486157655716,
-0.12504342198371887,
-0.17883865535259247,
-0.018984118476510048,
0.16573166847229004,
-0.30935803055763245,
0.09457571059465408,
0.023397738113999367,
0.16863735020160675,
-0.2740841209888458,
0.4795752763748169,
0.11126463860273361,
-0.039250604808330536,
0.24645249545574188,
-0.1647883504629135,
0.18577712774276733,
0.12391475588083267,
0.08680541813373566,
0.2500818967819214,
0.2957982122898102,
0.3540991246700287,
0.07377685606479645,
-0.09430725127458572,
-0.377371609210968,
-0.32852843403816223,
0.06343521922826767,
0.1519411951303482,
0.23935744166374207,
-0.02599094994366169,
0.05841125175356865,
-0.19903697073459625,
0.20179708302021027,
-0.016757728531956673,
-0.4524724781513214,
0.7369385361671448,
0.07086837291717529,
-0.15863722562789917,
0.3013828694820404,
-0.3818296194076538,
-0.1029827892780304,
0.25647085905075073,
0.055875979363918304,
0.014250489883124828,
0.1514873206615448,
-0.07932141423225403,
-0.07018563151359558,
0.01566583849489689,
-0.0630173608660698,
-0.11213889718055725,
0.02452366054058075,
-0.33668553829193115,
0.14371171593666077,
-0.07035297155380249,
0.5119801759719849,
-0.39307698607444763,
-0.4185871481895447,
-0.015864098444581032,
-0.1448657363653183,
0.07371050119400024,
0.4412175714969635,
-0.12729288637638092,
-0.0961337611079216,
0.01654902473092079,
0.004298731684684753,
0.12297474592924118,
0.2859160304069519,
0.3148190677165985,
-0.04218229651451111,
-0.10145623981952667,
-0.09973631054162979,
0.2983361482620239,
-0.16474947333335876,
0.20879904925823212,
0.35323071479797363,
-0.03722413629293442,
0.08494392037391663,
0.1645265370607376,
-0.00950899813324213,
0.05761207267642021,
0.2622986435890198,
0.04403499886393547,
0.03750012814998627,
0.1767674833536148,
-0.4125063121318817,
0.09985995292663574,
-0.31872498989105225,
0.19152159988880157,
0.2610323131084442,
0.17134174704551697,
-0.39749616384506226,
-0.2762925326824188,
-0.028308531269431114,
-0.4276903569698334,
-0.181094691157341,
0.05519943684339523,
-0.18468303978443146,
0.2561763525009155,
-0.2547459602355957,
0.0900387242436409,
0.08470574021339417,
0.2642422616481781,
-0.20377060770988464,
-0.14338096976280212,
0.17167958617210388,
-0.08444233238697052,
-0.2580583691596985,
-0.17592322826385498,
0.2507466673851013,
0.16632695496082306,
0.03405982628464699,
-0.23007524013519287,
-0.18440625071525574,
-0.31760072708129883,
0.019609158858656883,
0.032272983342409134,
-0.057280316948890686,
0.2107919305562973,
0.38464072346687317,
0.11097543686628342,
-0.0915512666106224,
0.024196088314056396,
-0.11187054216861725,
0.12265514582395554,
0.02505364455282688,
0.14209981262683868,
0.22012418508529663,
0.07127348333597183,
-0.16959770023822784,
0.5418446063995361,
0.5851688981056213,
0.12319551408290863,
0.30240771174430847,
0.11544614285230637,
0.01677016355097294,
0.034353312104940414,
-0.1813271939754486,
0.043258242309093475,
-0.453823447227478,
-0.18460625410079956,
0.18527726829051971,
0.13678890466690063,
-0.36916211247444153,
-0.2682441473007202,
0.2060450315475464,
-0.34498339891433716,
-0.11765460669994354,
0.08894559741020203,
0.09459391236305237,
0.21256321668624878,
-0.20404057204723358,
-0.033610545098781586,
0.09818193316459656,
0.06724629551172256,
-0.1922682225704193,
0.16430652141571045,
-0.18594197928905487,
-0.21147863566875458,
-0.005840208847075701,
-0.5571392178535461,
-0.38482311367988586,
0.3280598521232605,
0.12192336469888687,
0.5821322202682495,
-0.06776507198810577,
-0.17201374471187592,
-0.07614477723836899,
-0.3084477186203003,
0.8612222075462341,
-0.1240653246641159,
-0.1728724241256714,
0.2027512788772583,
0.21316927671432495,
0.04803308844566345,
-0.1954340636730194,
-0.20255863666534424,
0.3766912519931793,
0.05849552899599075,
-0.08274013549089432,
0.33472293615341187,
0.014659521169960499,
0.05775279179215431,
-0.075863778591156,
-0.15762467682361603,
-0.11390309035778046,
-0.39562708139419556,
-0.26471981406211853,
0.07987037301063538,
0.29542335867881775,
0.06083347275853157,
0.01832316629588604,
-0.4867066442966461,
0.058887626975774765,
0.12653349339962006,
-0.04763280600309372,
0.27992579340934753,
-0.10757343471050262,
0.10518867522478104,
-0.19546633958816528,
0.2081284373998642,
-0.3091810643672943,
0.31623944640159607,
-0.22098086774349213,
-0.030438952147960663,
-0.11674097925424576,
0.21736304461956024,
0.3433980345726013,
-0.11157751083374023,
0.4617956280708313,
0.4835229218006134,
0.10734696686267853,
0.0466567762196064,
-0.30233991146087646,
0.3954612612724304,
-0.2997346818447113,
-0.29299548268318176,
0.30639758706092834,
0.22527314722537994,
0.10647665709257126,
0.3608357906341553,
0.26589468121528625,
0.12518656253814697,
-0.09708274900913239,
0.5405084490776062,
-0.2946852147579193,
-0.0681203156709671,
-0.05785146728157997,
0.09798220545053482,
0.9706503748893738,
0.1672174036502838,
0.1279158741235733,
0.06668701767921448,
-0.4959295392036438,
-0.2037556767463684,
-0.12535026669502258,
0.3211534023284912,
-0.25029823184013367,
-0.20166416466236115,
0.04836559295654297,
-0.10472157597541809,
0.1514291912317276,
-0.11486195027828217,
-0.3159129023551941,
0.4344837963581085,
0.0856267586350441,
-0.2407679557800293,
-0.10794194787740707,
-0.3393343389034271,
-0.0638841763138771,
-0.16768157482147217,
0.05291786417365074,
0.03333676978945732,
0.12992173433303833,
-0.07859554141759872,
-0.29019293189048767,
0.16032524406909943,
0.4377804696559906,
-0.38648125529289246,
-0.597395122051239,
0.05852589011192322,
-0.22185549139976501,
0.12962110340595245,
0.024700624868273735,
0.2141948938369751,
0.11333905905485153,
0.3457568287849426,
0.18833142518997192,
-0.06397446244955063,
-0.25100937485694885,
0.03704031929373741,
0.4117547571659088,
-0.025216789916157722,
-0.12669920921325684,
0.018613604828715324,
-0.12159716337919235,
-0.14543406665325165,
-0.26242902874946594,
0.3467600643634796,
-0.1787400245666504,
-0.058128971606492996,
-0.35538598895072937,
0.39691126346588135,
0.06647760421037674,
0.22348202764987946,
-0.17888547480106354,
0.2591155171394348,
-0.09721483290195465,
-0.1863846331834793,
0.07092627137899399,
0.08987605571746826,
-0.5308447480201721,
0.49425965547561646,
-0.5991374254226685,
-0.08748655766248703,
0.0404232032597065,
0.08994720876216888,
-0.004493837244808674,
-0.1427794098854065,
0.1440737396478653,
0.27404412627220154,
-0.037533801048994064,
-0.18937790393829346,
-0.08322669565677643,
-0.5538093447685242,
-0.06391776353120804,
-0.038103245198726654,
0.384542852640152,
-0.1365792602300644,
0.19889694452285767,
-0.2631215751171112,
0.03435254842042923,
0.08596738427877426,
0.00007658611139049754,
-0.41663774847984314,
-0.15240612626075745,
-0.08183623850345612,
-0.10891705751419067,
0.0761636346578598,
-0.06807395070791245,
0.049310192465782166,
0.1297266036272049,
0.030705362558364868,
-0.2212042659521103,
0.04963208734989166,
-0.14512868225574493,
0.10468795895576477,
0.05240849032998085,
-0.1959432065486908,
-0.11743089556694031,
0.1733907014131546,
-0.013985749334096909,
0.3372424840927124,
-0.27686619758605957,
-0.0766105204820633,
0.031162090599536896,
0.12523597478866577,
-0.10287678241729736,
-0.01209330651909113,
0.14433112740516663,
0.11662072688341141,
0.046165160834789276,
0.072222039103508,
0.13746017217636108,
0.07058534771203995,
-0.2863956093788147,
0.10496686398983002,
-0.036860764026641846,
0.26697805523872375,
0.14011874794960022,
0.29923897981643677,
-0.11956904828548431,
0.4209018051624298,
0.07167274504899979,
0.012192764319479465,
0.1021101102232933,
-0.0031001523602753878,
-0.021077463403344154,
0.007285743020474911,
-0.15871889889240265,
-0.18283702433109283,
-0.17833466827869415,
-0.14513470232486725,
-0.22224260866641998,
-0.16027678549289703,
0.18009255826473236,
0.2320835143327713,
-0.1891256868839264,
0.3596041798591614,
0.361665278673172,
0.1855928897857666,
-0.1767399162054062,
0.10094910860061646,
-0.08479513227939606,
-0.11321431398391724,
-0.20287978649139404,
0.3118569254875183,
0.19511476159095764,
-0.48283255100250244,
0.3124465346336365,
0.07684588432312012,
0.21621526777744293,
-0.3997158408164978,
-0.32706403732299805,
0.0999630019068718,
0.2116515189409256,
0.15684016048908234,
-0.11750633269548416,
-0.16229858994483948,
0.02891082875430584,
0.5074875950813293,
-0.010263132862746716,
0.14452150464057922,
-0.16567309200763702,
0.060352399945259094,
-0.0937689021229744,
-0.21056589484214783,
-0.2816864848136902,
0.1144588440656662,
-0.30638328194618225,
0.40820416808128357,
-0.2697686553001404,
0.419297993183136,
-0.5900571346282959,
-0.3131828010082245,
-0.344095379114151,
0.3409804403781891,
-0.2885805666446686,
-0.12610433995723724,
0.13793647289276123,
0.01382420863956213,
0.029238194227218628,
0.10499563813209534,
0.33503344655036926,
0.10359252244234085,
0.5011776685714722,
0.18397870659828186,
-0.12753678858280182,
-0.024707958102226257,
-0.24112741649150848,
0.24837960302829742,
0.01474294438958168,
-0.2052840292453766,
0.19892433285713196,
0.43187302350997925,
-0.07154861837625504,
-0.16164137423038483,
-0.01735815592110157,
0.5543358325958252,
0.3776867389678955,
-0.720274031162262,
-0.05498063564300537,
0.1337956339120865,
0.16199098527431488,
0.03909548372030258,
0.18314698338508606,
0.18679729104042053,
0.27722710371017456,
-0.03018968179821968,
-0.03593026101589203,
-0.057224664837121964,
0.03358954191207886,
0.3075830936431885,
0.2061607539653778,
-0.02191932499408722,
0.24361902475357056,
-0.17959032952785492,
-0.19276003539562225,
0.0978359505534172,
0.14973075687885284,
-0.5974993109703064,
0.033582985401153564,
0.24083533883094788,
-0.3422865569591522,
0.06266003102064133,
0.10909026861190796,
0.023920077830553055,
-0.04537726566195488,
0.3704230785369873,
-0.07111476361751556,
0.330257385969162,
-0.23252281546592712,
-0.20240184664726257,
-0.35968753695487976,
0.0660739541053772,
0.030629368498921394,
0.08327683806419373,
-0.14726640284061432,
-0.16488219797611237,
-0.09343774616718292,
0.15572133660316467,
0.06484450399875641,
0.1428688019514084,
0.2611776292324066,
0.7247499823570251,
-0.6224194765090942,
0.2886500358581543,
0.39180079102516174,
-0.029621049761772156,
0.24714802205562592,
-0.4001511335372925,
0.16935008764266968,
0.010367587208747864,
0.002228427678346634,
-0.1773337870836258,
0.15398919582366943,
-0.16941525042057037,
0.44689929485321045,
0.15492834150791168,
0.06436455994844437,
0.26956331729888916,
0.033615026623010635,
-0.11734865605831146,
0.019339852035045624,
0.2997877895832062,
0.3006201386451721,
-0.5452708601951599,
0.21351374685764313,
0.07730712741613388,
-0.44845816493034363,
-0.019957054406404495,
0.009789543226361275,
-0.0015113621484488249,
0.11823815852403641,
0.1396421194076538,
-0.15437398850917816,
0.019128287211060524,
-0.09322182089090347,
0.14225973188877106,
0.03170672804117203,
0.37537485361099243,
-0.036731719970703125,
0.17894363403320312,
-0.2378186285495758,
0.05141336843371391,
0.08945570141077042,
-0.1766907125711441,
-0.3162965178489685,
-0.3609883189201355,
0.5703046917915344,
-0.48236602544784546,
0.10833155363798141,
-0.05669979751110077,
-0.12746696174144745,
-0.052769266068935394,
0.07121576368808746,
-0.6215375661849976,
0.2518402338027954,
-0.36082449555397034,
-0.6840993762016296,
0.1833937168121338,
-0.12278354912996292,
0.11387915909290314,
-0.04787079244852066,
0.29180338978767395,
-0.1887572556734085
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | ```
from datasets import load_dataset
dataset = load_dataset('glue', 'mrpc', split='train')
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
``` | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 22 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
```
from datasets import load_dataset
dataset = load_dataset('glue', 'mrpc', split='train')
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
``` | [
-0.2164212316274643,
-0.26953190565109253,
-0.030776390805840492,
0.18502292037010193,
0.17840217053890228,
0.13764163851737976,
0.05756871774792671,
-0.002502218121662736,
0.008717830292880535,
0.2766422927379608,
0.1489744782447815,
0.16106007993221283,
-0.2854521572589874,
-0.10231822729110718,
-0.12377552688121796,
-0.18284732103347778,
0.19459769129753113,
-0.16329818964004517,
0.2638874650001526,
0.3403263986110687,
-0.41507038474082947,
0.4792795479297638,
-0.3459641635417938,
0.07344933599233627,
-0.5422171950340271,
-0.10415802896022797,
-0.2976149618625641,
0.4396466016769409,
0.1972891390323639,
-0.45179980993270874,
-0.013877891935408115,
-0.1838333159685135,
0.21812495589256287,
0.17760241031646729,
-0.00012069213698850945,
-0.10656459629535675,
0.05752469226717949,
-0.021634036675095558,
0.33318641781806946,
0.2294839471578598,
0.09891519695520401,
0.028637101873755455,
-0.08903168886899948,
-0.08559664338827133,
0.17400617897510529,
0.29788824915885925,
0.09632813185453415,
-0.12827372550964355,
0.5274698734283447,
0.3825235664844513,
0.07585744559764862,
0.2272966504096985,
0.08764823526144028,
0.007820268161594868,
-0.18784154951572418,
-0.28881460428237915,
0.020355524495244026,
0.2024265080690384,
0.5406015515327454,
-0.3069012761116028,
0.08761011064052582,
0.2608899772167206,
-0.3369733989238739,
0.005856027361005545,
-0.3788696229457855,
-0.0015097667928785086,
0.34097638726234436,
-0.49721479415893555,
0.1355956643819809,
-0.06810189038515091,
-0.013012832030653954,
-0.32198041677474976,
0.15283668041229248,
-0.021674415096640587,
0.18630605936050415,
-0.8767054080963135,
-0.011593427509069443,
0.1989576816558838,
-0.31447646021842957,
0.07411723583936691,
-0.15295638144016266,
-0.05945476144552231,
-0.04081228747963905,
-0.11914314329624176,
0.18302565813064575,
0.023044990375638008,
0.04270705208182335,
0.1673842966556549,
0.2412385642528534,
0.22891740500926971,
-0.1954462230205536,
0.2736682891845703,
-0.10217931866645813,
0.13654255867004395,
-0.575036346912384,
-0.0034189014695584774,
-0.035842616111040115,
0.11982952058315277,
-0.24780450761318207,
-0.365327924489975,
-0.010133362375199795,
0.06694252789020538,
0.2934776246547699,
0.1694190502166748,
0.26303648948669434,
-0.15417635440826416,
0.05055214464664459,
-0.539624035358429,
0.23374661803245544,
-0.4970729649066925,
-0.17936129868030548,
-0.039748456329107285,
-0.03935249522328377,
-0.5704104900360107,
0.32871314883232117,
0.4325675368309021,
0.29499679803848267,
-0.07710909843444824,
-0.38089969754219055,
0.19823019206523895,
-0.03431208059191704,
0.1575937271118164,
0.18641506135463715,
0.2853850722312927,
0.30098196864128113,
0.6022768020629883,
-0.10891153663396835,
0.2430969774723053,
-0.5615465641021729,
-0.024919085204601288,
0.006589812226593494,
0.02633216418325901,
-0.3680236339569092,
0.14882782101631165,
0.2685833275318146,
0.05363656207919121,
0.1249186173081398,
0.15042206645011902,
0.1372542530298233,
-0.3701719045639038,
-0.13979341089725494,
-0.23612911999225616,
-0.2652798891067505,
0.22847464680671692,
0.2142868936061859,
0.2383061945438385,
-0.04746426269412041,
-0.02380559965968132,
0.02629099227488041,
0.30227115750312805,
-0.35169726610183716,
-0.39864158630371094,
-0.12663798034191132,
0.03159549459815025,
0.3112643361091614,
0.2649722099304199,
0.08642110973596573,
0.1411973237991333,
0.4162355661392212,
-0.2684277594089508,
-0.15045759081840515,
-0.396869033575058,
-0.2766778767108917,
-0.30786654353141785,
-0.06563921272754669,
0.4170384705066681,
-0.13652728497982025,
0.2900330424308777,
0.2960910201072693,
0.031443674117326736,
0.19459247589111328,
0.36554354429244995,
0.1552814096212387,
-0.08138556033372879,
-0.050569530576467514,
0.0832352340221405,
-0.020559919998049736,
-0.2881668210029602,
-0.19922484457492828,
0.17603807151317596,
-0.0738317221403122,
-0.09783823043107986,
0.3155914545059204,
0.1629917323589325,
0.08186852186918259,
-0.28755801916122437,
0.4907435178756714,
-0.16385969519615173,
-0.11479289084672928,
0.21943219006061554,
-0.17016831040382385,
0.11430338770151138,
0.0020510517060756683,
0.05975411459803581,
0.005504092201590538,
-0.10012264549732208,
-0.07470422983169556,
-0.08218573033809662,
0.3725978136062622,
0.04935281351208687,
0.032932184636592865,
0.42883241176605225,
0.12511317431926727,
0.042679231613874435,
-0.0380033440887928,
-0.44120079278945923,
-0.14103925228118896,
0.03642734885215759,
-0.1454826146364212,
0.12022093683481216,
0.21549168229103088,
0.012319707311689854,
0.14365479350090027,
0.2799670100212097,
-0.170731782913208,
-0.36521315574645996,
0.026243843138217926,
-0.08552800863981247,
0.04704178124666214,
-0.25363630056381226,
-0.07403375208377838,
0.5049319863319397,
-0.04102957993745804,
-0.06585217267274857,
-0.11830723285675049,
-0.03570565953850746,
-0.27683308720588684,
-0.43432149291038513,
-0.03777409717440605,
0.34387820959091187,
0.21605844795703888,
0.14897628128528595,
0.048039261251688004,
0.3426545560359955,
0.18630510568618774,
0.00813855417072773,
-0.15192709863185883,
-0.060558922588825226,
0.2119036614894867,
-0.30943411588668823,
0.09223528951406479,
0.04352622479200363,
0.16802310943603516,
-0.19742459058761597,
0.33086276054382324,
0.0512520857155323,
0.045558296144008636,
0.30312445759773254,
-0.13086436688899994,
0.12745662033557892,
0.13500846922397614,
0.12182888388633728,
0.15686266124248505,
0.15459828078746796,
0.2793995440006256,
0.07498385012149811,
-0.027178039774298668,
-0.26463037729263306,
-0.3050139844417572,
0.024811100214719772,
0.27887314558029175,
0.15748430788516998,
0.007560047786682844,
0.04768050089478493,
-0.3225962221622467,
0.12227525562047958,
-0.022054342553019524,
-0.32549214363098145,
0.7709751725196838,
0.13969393074512482,
-0.09179238229990005,
0.2921946346759796,
-0.43721505999565125,
-0.1092861071228981,
0.28873834013938904,
0.09581504762172699,
0.01829170249402523,
0.12131541222333908,
-0.07258784770965576,
-0.006696275435388088,
-0.19476303458213806,
-0.08003140240907669,
0.0012709115399047732,
0.16168330609798431,
-0.3943113386631012,
0.05674454942345619,
-0.14572712779045105,
0.34889256954193115,
-0.3866231441497803,
-0.4130347669124603,
-0.04369315132498741,
-0.20898357033729553,
-0.004499646835029125,
0.34860068559646606,
-0.008753706701099873,
0.0981047973036766,
0.05096850171685219,
-0.15003208816051483,
0.1428932398557663,
0.14552022516727448,
0.2662489712238312,
-0.09061864018440247,
-0.1254093497991562,
-0.10486764460802078,
0.395367830991745,
-0.14870837330818176,
0.22627930343151093,
0.25367027521133423,
0.053380873054265976,
-0.022770045325160027,
0.12295723706483841,
-0.10322151333093643,
0.0013772723032161593,
0.36771297454833984,
0.034486688673496246,
0.07142600417137146,
0.07288862764835358,
-0.3751194179058075,
0.1372561901807785,
-0.3081078827381134,
0.18053841590881348,
0.14202715456485748,
0.1769646257162094,
-0.4281651973724365,
-0.15453572571277618,
-0.2390206754207611,
-0.4491520822048187,
-0.20150452852249146,
0.04727347940206528,
-0.2694447338581085,
0.25836899876594543,
-0.26008379459381104,
0.14037634432315826,
0.12281959503889084,
0.30627962946891785,
-0.10060543566942215,
-0.19496160745620728,
0.2093830555677414,
-0.0533713661134243,
-0.2659558951854706,
-0.21523542702198029,
0.09531845152378082,
0.14922937750816345,
-0.008938630111515522,
-0.07561405003070831,
-0.2012023627758026,
-0.3000936210155487,
-0.13289298117160797,
-0.004121032543480396,
-0.0031261304393410683,
0.33792030811309814,
0.5044851303100586,
0.15376520156860352,
-0.08958624303340912,
0.028056219220161438,
-0.19149456918239594,
0.0816868245601654,
0.14494635164737701,
0.14349490404129028,
0.15601806342601776,
0.1827499121427536,
-0.12496543675661087,
0.4865588843822479,
0.6543415784835815,
-0.0066322325728833675,
0.36750197410583496,
0.0008982168510556221,
0.01910451240837574,
0.010392234660685062,
-0.25582557916641235,
0.07087833434343338,
-0.4434511959552765,
-0.09433449804782867,
0.19675230979919434,
0.14017416536808014,
-0.39027732610702515,
-0.25334006547927856,
0.19719386100769043,
-0.36843758821487427,
-0.16614827513694763,
0.1676749438047409,
0.02873549982905388,
0.21895244717597961,
-0.09089909493923187,
-0.0863770991563797,
0.017485380172729492,
0.023345060646533966,
-0.1418202519416809,
0.14240525662899017,
-0.19119367003440857,
-0.20005181431770325,
-0.16224664449691772,
-0.4725290834903717,
-0.5464192032814026,
0.4420815110206604,
0.19025088846683502,
0.5572493076324463,
-0.00041891669388860464,
-0.10336314141750336,
-0.007723237853497267,
-0.24831800162792206,
0.9616147875785828,
-0.25579264760017395,
-0.23216353356838226,
0.262356162071228,
0.31858745217323303,
-0.14501051604747772,
-0.06318124383687973,
-0.3186500668525696,
0.33449625968933105,
0.15415793657302856,
0.07220327109098434,
0.24508091807365417,
-0.1232592836022377,
0.11160620301961899,
-0.0964408665895462,
-0.1693776398897171,
-0.12990324199199677,
-0.3090284466743469,
-0.2947702705860138,
-0.10303428024053574,
0.2547096014022827,
0.0725448727607727,
0.06472323089838028,
-0.2876008450984955,
-0.03047003038227558,
0.05571931228041649,
-0.08929726481437683,
0.32426130771636963,
-0.051404960453510284,
0.1778750717639923,
-0.00876712054014206,
0.1290721446275711,
-0.3243987560272217,
0.33588603138923645,
-0.10609323531389236,
0.06696942448616028,
-0.25745296478271484,
0.12268316000699997,
0.24834440648555756,
-0.08436530083417892,
0.5241106748580933,
0.4933418035507202,
0.055775079876184464,
-0.007919679395854473,
-0.31672319769859314,
0.4300365447998047,
-0.3185166120529175,
-0.09908729046583176,
0.4587610960006714,
0.4184075891971588,
-0.05520984157919884,
0.09673478454351425,
0.3463329076766968,
0.20581331849098206,
-0.18451851606369019,
0.387459397315979,
-0.19013307988643646,
-0.18937863409519196,
0.09835546463727951,
0.11404642462730408,
1.005691647529602,
0.020904215052723885,
0.19676324725151062,
-0.03634757176041603,
-0.4171995222568512,
-0.0878039225935936,
-0.16305021941661835,
0.3706018924713135,
-0.17691482603549957,
-0.19231656193733215,
0.01859184354543686,
-0.06885572522878647,
0.2651747763156891,
0.030269494280219078,
-0.38347333669662476,
0.5674391388893127,
0.16103345155715942,
-0.2266099900007248,
-0.09264065325260162,
-0.15821288526058197,
-0.14060679078102112,
-0.28201737999916077,
-0.0994328111410141,
0.015465001575648785,
0.05811021849513054,
-0.15246523916721344,
-0.24077069759368896,
0.1642870157957077,
0.39620354771614075,
-0.3548474907875061,
-0.5855563879013062,
-0.02248508483171463,
-0.394281268119812,
0.15943723917007446,
-0.14407187700271606,
0.15302002429962158,
0.07048527151346207,
0.5233256220817566,
0.1155359297990799,
-0.026822775602340698,
-0.19012872874736786,
0.028517860919237137,
0.47664937376976013,
-0.043587375432252884,
0.0016900933114811778,
0.03641589358448982,
0.10924040526151657,
-0.13053099811077118,
-0.3378486633300781,
0.2988411784172058,
-0.15085244178771973,
-0.09667867422103882,
-0.2932014465332031,
0.1758430153131485,
0.13696938753128052,
0.050684358924627304,
-0.2225041389465332,
0.2744399905204773,
-0.06368088722229004,
-0.24752894043922424,
0.04863978549838066,
0.03690988942980766,
-0.468987375497818,
0.6542807817459106,
-0.5486723780632019,
-0.16867943108081818,
0.007155664265155792,
0.1973307877779007,
0.003032582812011242,
-0.14461994171142578,
0.24448290467262268,
0.29996776580810547,
-0.0237350482493639,
-0.19717109203338623,
-0.12121695280075073,
-0.4443233609199524,
-0.0850219577550888,
-0.021260002627968788,
0.3350667953491211,
-0.11419559270143509,
0.20376238226890564,
-0.19730816781520844,
0.12672793865203857,
0.11229222267866135,
0.01361171342432499,
-0.464001327753067,
-0.30026841163635254,
0.025988096371293068,
0.0194073673337698,
0.14997988939285278,
0.0022461742628365755,
0.13532765209674835,
0.16262783110141754,
0.0826302170753479,
-0.23596394062042236,
0.0879276767373085,
-0.07344210892915726,
0.13715121150016785,
0.23724643886089325,
-0.22291438281536102,
-0.061926692724227905,
0.14099186658859253,
0.017772747203707695,
0.3506113588809967,
-0.3006501793861389,
-0.1103438287973404,
0.044164057821035385,
0.09413892775774002,
-0.16228079795837402,
0.009097026661038399,
0.09834716469049454,
0.057667326182127,
0.002896322635933757,
-0.005353125743567944,
0.18688738346099854,
0.16726599633693695,
-0.3175897002220154,
0.128964364528656,
0.03370833024382591,
0.22497887909412384,
0.15657587349414825,
0.24356114864349365,
-0.1932961791753769,
0.2854996621608734,
0.11263789236545563,
0.09228762984275818,
0.11906953155994415,
-0.025029633194208145,
-0.011418943293392658,
-0.0004559849330689758,
0.0224741380661726,
-0.24089272320270538,
-0.12089764326810837,
-0.20999951660633087,
-0.29088982939720154,
-0.09293929487466812,
0.35334160923957825,
0.3665493130683899,
-0.16368810832500458,
0.2602790594100952,
0.33312901854515076,
0.16327448189258575,
-0.2968602180480957,
0.08949808031320572,
0.08522836863994598,
-0.11769983172416687,
-0.11733993142843246,
0.3039803206920624,
0.2468135505914688,
-0.33694779872894287,
0.12802276015281677,
0.06805331259965897,
0.2644031047821045,
-0.32040029764175415,
-0.30033454298973083,
0.21818986535072327,
0.23228563368320465,
0.11487090587615967,
-0.056662365794181824,
0.01668759621679783,
0.10038115829229355,
0.5405622124671936,
-0.12635430693626404,
0.221871018409729,
-0.1442340761423111,
0.14243969321250916,
-0.10318687558174133,
-0.19459353387355804,
-0.16628776490688324,
0.15636985003948212,
-0.2756226658821106,
0.45194435119628906,
-0.23142820596694946,
0.6587275862693787,
-0.395189493894577,
-0.40380674600601196,
-0.2709190249443054,
0.46136584877967834,
-0.28932586312294006,
-0.30826789140701294,
0.08060073107481003,
0.0337606705725193,
0.005071471445262432,
0.06756139546632767,
0.14983463287353516,
0.015894213691353798,
0.5080649852752686,
0.10549959540367126,
-0.04460462927818298,
-0.17129985988140106,
-0.2480781227350235,
0.1482362300157547,
0.0329272486269474,
-0.20411033928394318,
0.3403043746948242,
0.39467737078666687,
-0.03508852794766426,
-0.1126638799905777,
0.03042076900601387,
0.6076421737670898,
0.3532492518424988,
-0.6928080320358276,
0.07804166525602341,
0.1227821558713913,
0.14453797042369843,
0.04422372952103615,
0.14379620552062988,
0.20571871101856232,
0.3289966583251953,
0.09885161370038986,
-0.021801544353365898,
-0.06857775151729584,
0.04141569137573242,
0.19230106472969055,
0.26047345995903015,
0.03789324313402176,
0.1881125122308731,
-0.03409336507320404,
-0.23307602107524872,
0.06357861310243607,
0.0436088927090168,
-0.634834885597229,
-0.02928975038230419,
0.41144993901252747,
-0.4903603196144104,
0.08885253965854645,
0.08270153403282166,
0.0420088917016983,
-0.060456257313489914,
0.3990843594074249,
0.011533423326909542,
0.30160942673683167,
-0.2673700451850891,
-0.16884435713291168,
-0.5573812127113342,
0.01297763641923666,
0.10036724805831909,
-0.020199626684188843,
-0.18293534219264984,
-0.17103104293346405,
-0.04339296743273735,
0.27195221185684204,
0.17122547328472137,
0.08285673707723618,
0.17844903469085693,
0.704863965511322,
-0.6334086656570435,
0.3171173632144928,
0.2510335147380829,
0.1043807864189148,
0.2963537573814392,
-0.3799833655357361,
0.17815721035003662,
0.07620755583047867,
-0.027744567021727562,
-0.28035968542099,
0.19653919339179993,
-0.11784166097640991,
0.36871400475502014,
0.2799828052520752,
0.06566902250051498,
0.37509533762931824,
-0.0018228682456538081,
-0.007642297074198723,
-0.09024066478013992,
0.3053019642829895,
0.19002239406108856,
-0.4532954692840576,
0.29295024275779724,
0.17084503173828125,
-0.5065390467643738,
0.0706266239285469,
0.04877479374408722,
-0.05072152614593506,
0.16621756553649902,
-0.0040193102322518826,
-0.25340136885643005,
0.032920848578214645,
0.00879671797156334,
0.07153500616550446,
0.07296683639287949,
0.48779964447021484,
-0.05636252835392952,
0.288382351398468,
-0.20618745684623718,
-0.13642744719982147,
0.15666477382183075,
-0.24870315194129944,
-0.3022476136684418,
-0.35128429532051086,
0.4295421838760376,
-0.33484765887260437,
0.1113518476486206,
-0.2448458969593048,
-0.08163696527481079,
0.023803524672985077,
0.05709630250930786,
-0.6880538463592529,
0.3799358904361725,
-0.3070557117462158,
-0.6153402924537659,
0.10814381390810013,
-0.04094205051660538,
0.08435937762260437,
-0.15827064216136932,
0.10822674632072449,
-0.3347599506378174
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error |
I was able to copy some of the shell
This is repeating every half second
Win 10, Anaconda with python 3.8, datasets installed from main branche
```
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
_check_not_importing_main()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 116, in spawn_main
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 134, in _check_not_importing_main
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
exitcode = _main(fd, parent_sentinel)
raise RuntimeError('''
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 125, in _main
RuntimeError:
An attempt has been made to start a new process before the
current process has finished its bootstrapping phase.
This probably means that you are not using fork to start your
child processes and you have forgotten to use the proper idiom
in the main module:
if __name__ == '__main__':
freeze_support()
...
The "freeze_support()" line can be omitted if the program
is not going to be frozen to produce an executable. return _run_module_code(code, init_globals, run_name,
prepare(preparation_data)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 236, in prepare
_run_code(code, mod_globals, init_globals,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
_fixup_main_from_path(data['init_main_from_path'])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\test.py", line 6, in <module>
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1370, in map
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
with Pool(num_proc, initargs=(RLock(),), initializer=tqdm.set_lock) as pool:
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 119, in Pool
return _run_module_code(code, init_globals, run_name,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
return Pool(processes, initializer, initargs, maxtasksperchild,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 212, in __init__
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\test.py", line 6, in <module>
self._repopulate_pool()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 303, in _repopulate_pool
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1370, in map
return self._repopulate_pool_static(self._ctx, self.Process,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 326, in _repopulate_pool_static
with Pool(num_proc, initargs=(RLock(),), initializer=tqdm.set_lock) as pool:
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 119, in Pool
w.start()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\process.py", line 121, in start
return Pool(processes, initializer, initargs, maxtasksperchild,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 212, in __init__
self._popen = self._Popen(self)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 327, in _Popen
self._repopulate_pool()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 303, in _repopulate_pool
return Popen(process_obj)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\popen_spawn_win32.py", line 45, in __init__
return self._repopulate_pool_static(self._ctx, self.Process,
prep_data = spawn.get_preparation_data(process_obj._name)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 326, in _repopulate_pool_static
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 154, in get_preparation_data
_check_not_importing_main()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 134, in _check_not_importing_main
w.start()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\process.py", line 121, in start
raise RuntimeError('''
RuntimeError:
An attempt has been made to start a new process before the
current process has finished its bootstrapping phase.
This probably means that you are not using fork to start your
child processes and you have forgotten to use the proper idiom
in the main module:
if __name__ == '__main__':
freeze_support()
...
``` | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 433 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
I was able to copy some of the shell
This is repeating every half second
Win 10, Anaconda with python 3.8, datasets installed from main branche
```
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
_check_not_importing_main()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 116, in spawn_main
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 134, in _check_not_importing_main
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
exitcode = _main(fd, parent_sentinel)
raise RuntimeError('''
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 125, in _main
RuntimeError:
An attempt has been made to start a new process before the
current process has finished its bootstrapping phase.
This probably means that you are not using fork to start your
child processes and you have forgotten to use the proper idiom
in the main module:
if __name__ == '__main__':
freeze_support()
...
The "freeze_support()" line can be omitted if the program
is not going to be frozen to produce an executable. return _run_module_code(code, init_globals, run_name,
prepare(preparation_data)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 236, in prepare
_run_code(code, mod_globals, init_globals,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
_fixup_main_from_path(data['init_main_from_path'])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\test.py", line 6, in <module>
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1370, in map
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
with Pool(num_proc, initargs=(RLock(),), initializer=tqdm.set_lock) as pool:
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 119, in Pool
return _run_module_code(code, init_globals, run_name,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
return Pool(processes, initializer, initargs, maxtasksperchild,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 212, in __init__
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\test.py", line 6, in <module>
self._repopulate_pool()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 303, in _repopulate_pool
updated_dataset = dataset.map(lambda example: {'sentence1': 'My sentence: ' + example['sentence1']}, num_proc=4)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1370, in map
return self._repopulate_pool_static(self._ctx, self.Process,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 326, in _repopulate_pool_static
with Pool(num_proc, initargs=(RLock(),), initializer=tqdm.set_lock) as pool:
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 119, in Pool
w.start()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\process.py", line 121, in start
return Pool(processes, initializer, initargs, maxtasksperchild,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 212, in __init__
self._popen = self._Popen(self)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\context.py", line 327, in _Popen
self._repopulate_pool()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 303, in _repopulate_pool
return Popen(process_obj)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\popen_spawn_win32.py", line 45, in __init__
return self._repopulate_pool_static(self._ctx, self.Process,
prep_data = spawn.get_preparation_data(process_obj._name)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\pool.py", line 326, in _repopulate_pool_static
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 154, in get_preparation_data
_check_not_importing_main()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 134, in _check_not_importing_main
w.start()
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\process.py", line 121, in start
raise RuntimeError('''
RuntimeError:
An attempt has been made to start a new process before the
current process has finished its bootstrapping phase.
This probably means that you are not using fork to start your
child processes and you have forgotten to use the proper idiom
in the main module:
if __name__ == '__main__':
freeze_support()
...
``` | [
-0.18814674019813538,
-0.3144049346446991,
-0.03913525119423866,
0.19852514564990997,
0.11119993031024933,
0.0044225119054317474,
0.14737991988658905,
0.05224272236227989,
0.0072059049271047115,
0.1542070508003235,
0.03806169331073761,
-0.03699848800897598,
-0.23013317584991455,
0.004947968292981386,
-0.16412551701068878,
-0.2017735242843628,
0.12297152727842331,
-0.14779654145240784,
0.10827023535966873,
0.31760069727897644,
-0.46819236874580383,
0.4709624648094177,
-0.28188639879226685,
0.18571677803993225,
-0.1982044279575348,
-0.05356631428003311,
-0.2812376916408539,
0.5518503189086914,
0.22895194590091705,
-0.5014716386795044,
0.10333982855081558,
-0.3695966303348541,
0.20536641776561737,
0.19286783039569855,
-0.00011916281073354185,
-0.09571584314107895,
0.12400952726602554,
0.017228588461875916,
0.27942225337028503,
0.2258308082818985,
0.25998613238334656,
0.04340333864092827,
0.0091180931776762,
-0.022887587547302246,
0.21117624640464783,
0.2333109825849533,
0.028852706775069237,
-0.14627665281295776,
0.47571223974227905,
0.19967222213745117,
0.06838015466928482,
0.15873615443706512,
0.12234760820865631,
-0.01792014017701149,
-0.34473928809165955,
-0.2424108386039734,
-0.007487027905881405,
0.25511255860328674,
0.48743849992752075,
-0.3183252215385437,
0.2209865301847458,
0.14779925346374512,
-0.27890920639038086,
0.08369583636522293,
-0.49959108233451843,
0.03853968158364296,
0.6404624581336975,
-0.557327151298523,
0.01231357827782631,
0.00393392750993371,
-0.1371413767337799,
-0.17225955426692963,
0.14125140011310577,
-0.07143908739089966,
0.20486947894096375,
-0.8496657609939575,
-0.056657824665308,
0.22380930185317993,
-0.45335954427719116,
0.07005702704191208,
0.03761355206370354,
0.13825175166130066,
0.021122977137565613,
-0.12296990305185318,
0.17871280014514923,
0.04805680736899376,
0.024106763303279877,
0.21374136209487915,
0.2611122727394104,
0.2568981349468231,
-0.29014384746551514,
0.30600568652153015,
-0.1656568944454193,
0.11107602715492249,
-0.5593205690383911,
0.04356655105948448,
-0.0875907838344574,
0.1395759880542755,
-0.26038920879364014,
-0.09112665057182312,
-0.14506661891937256,
-0.0010929566342383623,
0.24373698234558105,
0.12246179580688477,
0.1643802374601364,
-0.22492538392543793,
0.016275351867079735,
-0.5754624605178833,
0.07629957050085068,
-0.31931614875793457,
-0.019270967692136765,
-0.06312629580497742,
-0.03963106498122215,
-0.5433812141418457,
0.16386885941028595,
0.4754502475261688,
0.31273794174194336,
-0.09082937240600586,
-0.40876516699790955,
0.004649836104363203,
0.0548972561955452,
0.15910661220550537,
0.3263024389743805,
0.3785496652126312,
0.23752622306346893,
0.6493282318115234,
0.11646660417318344,
0.30086785554885864,
-0.49835678935050964,
0.2498869150876999,
0.10552621632814407,
-0.0099148228764534,
-0.2646818459033966,
0.284029096364975,
0.20158246159553528,
-0.10501699894666672,
0.19191254675388336,
0.0913676768541336,
0.26486876606941223,
-0.19339127838611603,
-0.05482401326298714,
-0.17752380669116974,
-0.18757551908493042,
0.24834772944450378,
0.10397712141275406,
0.2727546989917755,
0.07822313904762268,
0.06140071153640747,
-0.05883977934718132,
0.12170478701591492,
-0.23320171236991882,
-0.3323020339012146,
-0.29087352752685547,
0.048795223236083984,
0.34559836983680725,
0.41071441769599915,
0.3590712547302246,
-0.18269841372966766,
0.36978790163993835,
-0.11411118507385254,
-0.11491077393293381,
-0.3369792401790619,
-0.3605932593345642,
-0.2536894679069519,
0.05598932132124901,
0.3577571511268616,
-0.011711833998560905,
0.2625137269496918,
0.13361799716949463,
-0.023401256650686264,
0.17300847172737122,
0.2555246651172638,
0.1529282033443451,
-0.044139519333839417,
-0.15998467803001404,
-0.18454048037528992,
-0.2531806528568268,
-0.46924343705177307,
0.2813512980937958,
-0.05319969728589058,
-0.09472382068634033,
0.014414682984352112,
0.2635257840156555,
-0.09240592271089554,
0.08414169400930405,
-0.3598732650279999,
0.4103764593601227,
-0.13976377248764038,
-0.000029234719477244653,
0.15640045702457428,
-0.2134261280298233,
-0.018938930705189705,
-0.21049830317497253,
0.15808013081550598,
-0.14157919585704803,
-0.1717149168252945,
-0.14690522849559784,
-0.0887727290391922,
0.2672271728515625,
0.13230425119400024,
0.002933817682787776,
0.262631356716156,
0.3290078938007355,
-0.05047301575541496,
0.07051172852516174,
-0.23542501032352448,
-0.1410970687866211,
0.14495991170406342,
-0.09269137680530548,
0.061489131301641464,
0.29999980330467224,
0.21506011486053467,
0.18447144329547882,
0.2884707450866699,
-0.2682780623435974,
-0.3507547974586487,
0.053834132850170135,
-0.010150520130991936,
0.17598548531532288,
-0.17734509706497192,
0.013145428150892258,
0.5986760258674622,
-0.12336242198944092,
0.013616683892905712,
-0.23588700592517853,
-0.11504431068897247,
-0.3619884252548218,
-0.2789750397205353,
-0.010339516215026379,
0.3257580101490021,
0.17609427869319916,
0.05443865433335304,
0.13655032217502594,
0.24620704352855682,
0.1490509808063507,
-0.15969809889793396,
-0.15653806924819946,
-0.16658036410808563,
0.16942641139030457,
-0.2053365260362625,
0.1545630842447281,
0.06258225440979004,
0.09267901629209518,
-0.25703078508377075,
0.4300040602684021,
0.05162704363465309,
-0.033902786672115326,
0.3756663501262665,
-0.08909540623426437,
0.18732477724552155,
0.15252985060214996,
-0.012663129717111588,
0.21885237097740173,
0.1479421854019165,
0.34595245122909546,
0.16920162737369537,
0.14378967881202698,
-0.4511528015136719,
-0.15191830694675446,
0.19614291191101074,
0.21035315096378326,
0.0790235847234726,
-0.1222667396068573,
0.1141885295510292,
-0.18150581419467926,
0.1832984834909439,
-0.015374932438135147,
-0.18706151843070984,
0.7362307906150818,
0.047428425401449203,
-0.11041629314422607,
0.2805090546607971,
-0.4284941554069519,
-0.09395460784435272,
0.39005807042121887,
0.06129325553774834,
0.2331194281578064,
0.16932855546474457,
-0.12495755404233932,
-0.04593374580144882,
-0.029166828840970993,
-0.2392558455467224,
-0.036274272948503494,
0.08005780726671219,
-0.3402799367904663,
0.0612630657851696,
-0.09240877628326416,
0.49692240357398987,
-0.4114156663417816,
-0.40178194642066956,
0.02275313250720501,
-0.13638758659362793,
-0.05357338488101959,
0.4672951400279999,
-0.13144002854824066,
0.023618381470441818,
-0.03626967594027519,
-0.011385835707187653,
0.03884431719779968,
0.3347732424736023,
0.1567792296409607,
-0.021787041798233986,
-0.08814747631549835,
-0.07520690560340881,
0.39876851439476013,
-0.06216192990541458,
0.2075347602367401,
0.2854366898536682,
-0.057467419654130936,
0.23565079271793365,
0.04212522879242897,
-0.03568143770098686,
0.026266930624842644,
0.3805267810821533,
0.03013353794813156,
0.17326362431049347,
0.1848587989807129,
-0.5782222151756287,
0.1626748889684677,
-0.163551926612854,
0.1181732639670372,
0.11898801475763321,
0.02758130431175232,
-0.40578678250312805,
-0.1938904970884323,
-0.03974766656756401,
-0.48830705881118774,
-0.2965642809867859,
0.03225447237491608,
-0.03258071839809418,
0.19348545372486115,
-0.006460412405431271,
0.1003117561340332,
0.1495276838541031,
0.07365749776363373,
-0.13815182447433472,
-0.12205744534730911,
0.07685201615095139,
-0.06147706136107445,
-0.22393596172332764,
-0.04872603341937065,
0.03444850444793701,
0.09979584068059921,
0.05381052568554878,
-0.245816171169281,
-0.10847438126802444,
-0.29887592792510986,
-0.11471230536699295,
0.04348250478506088,
0.04231870174407959,
0.2140588015317917,
0.46464836597442627,
0.24511580169200897,
-0.16033723950386047,
0.1172708049416542,
0.03543056175112724,
0.11384999752044678,
0.014147532172501087,
0.15711843967437744,
0.1290082186460495,
0.03884061798453331,
-0.2746427357196808,
0.5560707449913025,
0.7195616960525513,
0.007973034866154194,
0.2117629498243332,
0.17258742451667786,
0.12813371419906616,
-0.08887258917093277,
-0.28369203209877014,
0.018999522551894188,
-0.3320361077785492,
-0.047519195824861526,
0.11526289582252502,
0.11908553540706635,
-0.1943729966878891,
-0.2258571833372116,
0.29844972491264343,
-0.36099177598953247,
-0.21443304419517517,
0.0913126990199089,
-0.003127225674688816,
0.10684863477945328,
-0.2871644198894501,
-0.0014670498203486204,
0.08855854719877243,
0.09020618349313736,
-0.16380225121974945,
0.23482118546962738,
-0.25316518545150757,
-0.3102206289768219,
-0.2806430757045746,
-0.49744102358818054,
-0.401101678609848,
0.32559335231781006,
0.11216899752616882,
0.527308464050293,
0.03844065964221954,
-0.18095269799232483,
-0.08018515259027481,
-0.2546066343784332,
0.9073622822761536,
-0.2285795956850052,
-0.236572727560997,
0.25897663831710815,
0.32403886318206787,
-0.08398277312517166,
-0.15961268544197083,
-0.18575116991996765,
0.2760498523712158,
0.1724247932434082,
0.0037937837187200785,
0.11942548304796219,
-0.1872321516275406,
0.12223922461271286,
0.023931190371513367,
-0.1323913186788559,
-0.050341226160526276,
-0.353494256734848,
-0.35377827286720276,
-0.1054334044456482,
0.19528889656066895,
-0.0393824428319931,
0.08093760907649994,
-0.5451446771621704,
-0.04102947935461998,
0.1071586012840271,
-0.0651639997959137,
0.10586142539978027,
0.042530663311481476,
0.09357079863548279,
-0.03670138493180275,
0.41841602325439453,
-0.27051204442977905,
0.2269544154405594,
-0.13253867626190186,
0.1020640954375267,
-0.23105283081531525,
-0.011166899465024471,
0.17635372281074524,
-0.05936304107308388,
0.36248457431793213,
0.4911215305328369,
0.11737296730279922,
-0.03810419142246246,
-0.3317423164844513,
0.46320006251335144,
-0.2424943447113037,
-0.23250752687454224,
0.31207478046417236,
0.252654492855072,
0.09631647169589996,
0.3037535548210144,
0.26207235455513,
0.012033022940158844,
-0.13212206959724426,
0.6690810322761536,
-0.2865630090236664,
-0.13096831738948822,
0.09156259894371033,
0.2670031189918518,
0.9803854823112488,
0.00027990073431283236,
0.10366585850715637,
0.13536474108695984,
-0.3450927436351776,
0.01687139831483364,
0.14852896332740784,
0.2275097668170929,
-0.2147376537322998,
-0.0921182930469513,
0.1534198522567749,
-0.06922444701194763,
0.2798219621181488,
-0.14866234362125397,
-0.33063504099845886,
0.2778284251689911,
0.1979098916053772,
-0.29836612939834595,
-0.1088460236787796,
-0.1559796929359436,
-0.030514003708958626,
-0.3870218098163605,
0.11181292682886124,
0.005012258887290955,
0.0803060233592987,
-0.022695422172546387,
-0.24182255566120148,
0.14739342033863068,
0.4167758822441101,
-0.32222267985343933,
-0.5853481292724609,
0.07997897267341614,
-0.2500568926334381,
0.09879828244447708,
-0.10646287351846695,
0.07899951189756393,
-0.020688893273472786,
0.27385979890823364,
0.2924273610115051,
-0.15867261588573456,
-0.1383257955312729,
0.05969154089689255,
0.31770071387290955,
-0.10671142488718033,
-0.028784696012735367,
-0.1838611513376236,
-0.07802240550518036,
-0.045229170471429825,
-0.35013124346733093,
0.21716365218162537,
-0.12747672200202942,
0.04023883119225502,
-0.23606406152248383,
0.31280505657196045,
-0.00603110995143652,
0.23740465939044952,
-0.1692708283662796,
0.3972189724445343,
-0.1280943900346756,
-0.16259145736694336,
0.07923833280801773,
-0.03923740237951279,
-0.46987831592559814,
0.565582811832428,
-0.6352735161781311,
-0.12463372945785522,
0.06849916279315948,
0.04319256544113159,
0.05121620371937752,
0.0985020324587822,
0.32212355732917786,
0.29667869210243225,
-0.012474985793232918,
-0.21096181869506836,
-0.1122623160481453,
-0.5198851823806763,
-0.1286490261554718,
-0.123233363032341,
0.417942076921463,
-0.11531080305576324,
0.24548114836215973,
-0.35137325525283813,
-0.05507339909672737,
-0.07554247230291367,
-0.06762929260730743,
-0.4756987988948822,
-0.08656446635723114,
0.04463774710893631,
-0.2182353287935257,
0.07464707642793655,
-0.14402921497821808,
0.20002013444900513,
0.07883383333683014,
0.11628559976816177,
-0.24530239403247833,
-0.019224988296628,
-0.10593780130147934,
0.12911765277385712,
0.06576009094715118,
-0.2747896909713745,
0.05254270136356354,
0.14849019050598145,
0.011602376587688923,
0.29263192415237427,
-0.2524477541446686,
-0.13388913869857788,
0.061261117458343506,
0.09830597788095474,
-0.1529424786567688,
-0.13970117270946503,
0.20244337618350983,
0.03764275088906288,
0.03203584998846054,
-0.003530124668031931,
0.03849831968545914,
-0.028225678950548172,
-0.195282980799675,
0.02851126529276371,
-0.04439392313361168,
0.32654327154159546,
0.15904372930526733,
0.26065143942832947,
-0.1510516107082367,
0.3736739158630371,
0.13645541667938232,
0.0730973482131958,
0.013139576651155949,
-0.04617190733551979,
-0.11992518603801727,
-0.05685979127883911,
-0.10784152895212173,
-0.04809388518333435,
-0.09491194039583206,
0.0458894744515419,
-0.3931429982185364,
-0.31504136323928833,
0.13228988647460938,
0.5207769870758057,
-0.09063597768545151,
0.2684802711009979,
0.38605794310569763,
0.15171191096305847,
-0.19979989528656006,
0.10718701034784317,
-0.09235889464616776,
-0.23282884061336517,
-0.1368255317211151,
0.3245012164115906,
0.0644397884607315,
-0.5508659482002258,
0.47705718874931335,
0.06959572434425354,
0.38343799114227295,
-0.33265432715415955,
-0.15849611163139343,
0.31987833976745605,
0.3208473026752472,
0.037849027663469315,
-0.015057109296321869,
-0.09156401455402374,
0.20715881884098053,
0.4593247175216675,
-0.1311328113079071,
0.20141398906707764,
-0.323877215385437,
0.15788616240024567,
-0.08962086588144302,
-0.23982951045036316,
-0.11022865027189255,
0.16570638120174408,
-0.19131547212600708,
0.2936513423919678,
-0.18995629251003265,
0.468915730714798,
-0.5960270166397095,
-0.3746604025363922,
-0.3592119812965393,
0.39309000968933105,
-0.13363753259181976,
-0.18629376590251923,
-0.10753616690635681,
0.08869444578886032,
0.12827111780643463,
0.08796845376491547,
0.3019336462020874,
-0.10858133435249329,
0.6149501204490662,
0.11132199317216873,
-0.21908600628376007,
-0.17365436255931854,
-0.38517293334007263,
0.22450201213359833,
-0.009377771057188511,
-0.1311013549566269,
0.3541277348995209,
0.6124847531318665,
-0.06549360603094101,
-0.2977387607097626,
0.1973140686750412,
0.5848493576049805,
0.4469045400619507,
-0.6962711811065674,
0.14492154121398926,
0.12279941141605377,
0.11265747249126434,
-0.013166945427656174,
0.14674344658851624,
0.10204104334115982,
0.19147992134094238,
0.04056797921657562,
0.02539513260126114,
-0.0716053918004036,
-0.10150815546512604,
0.3518780767917633,
-0.026962505653500557,
0.16271163523197174,
0.18046638369560242,
-0.10238510370254517,
-0.15777017176151276,
0.113682322204113,
0.10082413256168365,
-0.6489609479904175,
0.19411669671535492,
0.2340754121541977,
-0.5234288573265076,
0.013580607250332832,
0.12754249572753906,
0.04889342188835144,
-0.1051836609840393,
0.44099295139312744,
-0.03856224566698074,
0.2765520215034485,
-0.20485919713974,
-0.21426355838775635,
-0.3133777976036072,
-0.10799898207187653,
-0.1254137009382248,
-0.05371072515845299,
-0.18953141570091248,
-0.06215957924723625,
0.03862985596060753,
0.2744993269443512,
0.027351975440979004,
0.10422031581401825,
0.2254253476858139,
0.699590265750885,
-0.656234860420227,
0.1832001805305481,
0.3876360058784485,
0.006753119640052319,
0.21496231853961945,
-0.4983591139316559,
0.16738083958625793,
0.11966318637132645,
-0.00296234805136919,
-0.01810687966644764,
0.23067408800125122,
-0.15683504939079285,
0.11183906346559525,
0.20749495923519135,
0.1057581901550293,
0.08677280694246292,
0.014085814356803894,
-0.2020227015018463,
-0.11717111617326736,
0.25256916880607605,
0.25924062728881836,
-0.3225485384464264,
0.346971720457077,
0.09998296946287155,
-0.42859676480293274,
-0.18273621797561646,
-0.037777725607156754,
-0.08706773817539215,
0.181371808052063,
0.16606438159942627,
-0.13059157133102417,
0.033027730882167816,
0.06078885495662689,
0.13221313059329987,
0.04925334453582764,
0.3977867066860199,
-0.03490667790174484,
0.21510165929794312,
-0.28336068987846375,
-0.04562292620539665,
0.16445495188236237,
-0.14221464097499847,
-0.21719315648078918,
-0.25302594900131226,
0.37971231341362,
-0.4996715784072876,
0.2078314572572708,
-0.21363940834999084,
0.004005821887403727,
-0.016012847423553467,
-0.0012643144000321627,
-0.5598611235618591,
0.3290337026119232,
-0.1534707099199295,
-0.711020290851593,
0.06677410751581192,
-0.09960545599460602,
0.11392610520124435,
-0.10345160216093063,
0.25280478596687317,
-0.04946356266736984
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | Thanks this is really helpful !
I'll try to reproduce on my side and come back to you | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 18 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
Thanks this is really helpful !
I'll try to reproduce on my side and come back to you | [
-0.15062828361988068,
-0.46654391288757324,
-0.08509168028831482,
0.23130783438682556,
0.0865277647972107,
0.010160233825445175,
0.03361395001411438,
-0.030732620507478714,
0.023088261485099792,
0.28429025411605835,
0.12158586829900742,
0.06673750281333923,
-0.30628910660743713,
0.016049498692154884,
-0.19413001835346222,
-0.1727219521999359,
0.0984337106347084,
-0.1465357095003128,
0.2517448365688324,
0.3242732584476471,
-0.4602843225002289,
0.48658475279808044,
-0.3101288676261902,
0.17242687940597534,
-0.4106287360191345,
-0.04608120396733284,
-0.20039349794387817,
0.4842282831668854,
0.25495532155036926,
-0.3877049684524536,
-0.00008039112435653806,
-0.3113580346107483,
0.1509665995836258,
0.14044234156608582,
-0.00011554678349057212,
-0.1447126865386963,
0.014056943356990814,
-0.01559457927942276,
0.391416072845459,
0.23568126559257507,
0.17477107048034668,
0.01541141141206026,
-0.09307265281677246,
-0.027862532064318657,
0.13276241719722748,
0.27510175108909607,
0.0475340262055397,
0.0036514124367386103,
0.40369901061058044,
0.3019193112850189,
0.15907403826713562,
0.25883355736732483,
0.1020682230591774,
0.04358850419521332,
-0.3204174041748047,
-0.389621376991272,
-0.05090180039405823,
0.2563921809196472,
0.5162351727485657,
-0.28667187690734863,
0.17486411333084106,
0.2624701261520386,
-0.24079613387584686,
0.037388816475868225,
-0.31694212555885315,
-0.00943638663738966,
0.43163374066352844,
-0.504482090473175,
0.053050316870212555,
-0.08573123067617416,
-0.08600104600191116,
-0.17231899499893188,
0.31721141934394836,
0.14988724887371063,
0.10572237521409988,
-0.8734204173088074,
0.0373719297349453,
0.2236952930688858,
-0.36084774136543274,
0.0636080875992775,
-0.07681700587272644,
0.0004867249517701566,
-0.07338424772024155,
-0.2057020664215088,
0.10647517442703247,
-0.04202505946159363,
0.05887581780552864,
0.162166565656662,
0.15678824484348297,
0.25811466574668884,
-0.2660810053348541,
0.3123069107532501,
-0.08954606205224991,
0.08247172832489014,
-0.5067333579063416,
-0.013057015836238861,
0.024487677961587906,
0.21075139939785004,
-0.2819764018058777,
-0.2238515466451645,
-0.03987983241677284,
0.16080531477928162,
0.251588374376297,
0.18123918771743774,
0.20875369012355804,
-0.16379640996456146,
0.05779523774981499,
-0.5973333716392517,
0.22775548696517944,
-0.4697574973106384,
-0.14188234508037567,
-0.0908496230840683,
0.05905768275260925,
-0.5761100649833679,
0.30175134539604187,
0.4158450663089752,
0.1878654956817627,
-0.10296686738729477,
-0.30511462688446045,
0.22791770100593567,
0.038792066276073456,
0.24441708624362946,
0.267687052488327,
0.30374133586883545,
0.3295406997203827,
0.6703653335571289,
0.004698590841144323,
0.13553555309772491,
-0.5587136149406433,
0.13538528978824615,
0.053559478372335434,
0.09622207283973694,
-0.3082459568977356,
0.12394203990697861,
0.26946693658828735,
0.007763125002384186,
0.16414713859558105,
0.14239877462387085,
0.27459517121315,
-0.3172973096370697,
-0.04318971559405327,
-0.22459937632083893,
-0.17050319910049438,
0.2402050942182541,
0.21702954173088074,
0.19543910026550293,
-0.04914659634232521,
0.07716862112283707,
0.0033318656496703625,
0.21770083904266357,
-0.3714386820793152,
-0.3710874021053314,
-0.07800686359405518,
0.09104016423225403,
0.45643484592437744,
0.41241559386253357,
0.27751871943473816,
-0.04148362949490547,
0.2997341752052307,
-0.2898953855037689,
-0.1395447701215744,
-0.44177934527397156,
-0.27530208230018616,
-0.30286768078804016,
-0.07706418633460999,
0.25495585799217224,
-0.013891840353608131,
0.31299713253974915,
0.32755401730537415,
-0.05392080917954445,
0.19669252634048462,
0.36464792490005493,
0.23579776287078857,
-0.22957848012447357,
-0.07652836292982101,
-0.015418312512338161,
-0.16920574009418488,
-0.216434508562088,
-0.02564651146531105,
0.12488052994012833,
-0.0502496212720871,
-0.1582023948431015,
0.23693455755710602,
0.13968509435653687,
-0.042104948312044144,
-0.3254144787788391,
0.47339335083961487,
-0.18739837408065796,
-0.13803914189338684,
0.24175341427326202,
-0.2508322298526764,
0.13798576593399048,
-0.09019166231155396,
0.07464093714952469,
0.07859643548727036,
-0.13082098960876465,
-0.07585977762937546,
-0.09138242155313492,
0.2532753050327301,
0.12118207663297653,
-0.02885504812002182,
0.3372824192047119,
0.16982226073741913,
-0.018871355801820755,
0.04521563649177551,
-0.3747885227203369,
0.002279810607433319,
0.026934122666716576,
-0.2805190086364746,
0.03848860412836075,
0.36048761010169983,
0.12969210743904114,
0.13331803679466248,
0.2604677379131317,
-0.19306440651416779,
-0.27324339747428894,
0.07167930901050568,
-0.09738089889287949,
0.06371235847473145,
-0.20183813571929932,
-0.01183798536658287,
0.49875158071517944,
0.04214485362172127,
-0.1541188806295395,
-0.1427767425775528,
-0.0749819427728653,
-0.3986949324607849,
-0.32538074254989624,
-0.02155558578670025,
0.3518843650817871,
0.20702363550662994,
0.14874137938022614,
0.12298255413770676,
0.21700897812843323,
0.09771660715341568,
-0.14472746849060059,
-0.14345382153987885,
-0.026722103357315063,
0.22109128534793854,
-0.25650981068611145,
0.09199311584234238,
0.015468466095626354,
0.15548564493656158,
-0.22372938692569733,
0.4834909439086914,
0.07802598178386688,
-0.051786091178655624,
0.2152552306652069,
-0.13560813665390015,
0.17570288479328156,
0.16611118614673615,
0.02687235362827778,
0.28289756178855896,
0.26998674869537354,
0.3601723313331604,
0.1210278570652008,
-0.09841898828744888,
-0.33581456542015076,
-0.3411461412906647,
0.07872120290994644,
0.204763725399971,
0.1856311410665512,
-0.04943421855568886,
0.034451548010110855,
-0.19755953550338745,
0.14808809757232666,
-0.029665803536772728,
-0.4081709086894989,
0.6608490943908691,
0.12903553247451782,
-0.12387925386428833,
0.28970038890838623,
-0.41682422161102295,
-0.1286763846874237,
0.2691906988620758,
0.01898028515279293,
-0.04852374643087387,
0.18378186225891113,
-0.10219117999076843,
-0.13058704137802124,
-0.06270803511142731,
-0.09599390625953674,
-0.08359228074550629,
0.0905502513051033,
-0.3112031817436218,
0.0754135400056839,
-0.0683128610253334,
0.4818834066390991,
-0.38817426562309265,
-0.48494505882263184,
-0.036385174840688705,
-0.20109501481056213,
0.09337212890386581,
0.37699252367019653,
-0.06604011356830597,
-0.03695496916770935,
0.06397921591997147,
-0.07537763565778732,
0.13539332151412964,
0.3412626087665558,
0.2241435945034027,
-0.08249565213918686,
-0.07570071518421173,
-0.042712099850177765,
0.3543701767921448,
-0.10736418515443802,
0.2451777309179306,
0.3000584840774536,
-0.008039083331823349,
0.12378648668527603,
0.1547088921070099,
-0.07087421417236328,
0.04973694309592247,
0.25461244583129883,
-0.0004118684446439147,
0.10001826286315918,
0.18989330530166626,
-0.4014511704444885,
0.0981203019618988,
-0.327122300863266,
0.21639405190944672,
0.2593773305416107,
0.13897086679935455,
-0.38944536447525024,
-0.26541778445243835,
-0.1531650274991989,
-0.4650590717792511,
-0.1933443695306778,
0.01584509387612343,
-0.1655588299036026,
0.28330591320991516,
-0.2524057924747467,
0.062452323734760284,
0.10903264582157135,
0.335704505443573,
-0.1297425627708435,
-0.1685183048248291,
0.2200898975133896,
-0.032310035079717636,
-0.307131290435791,
-0.2082279771566391,
0.20303097367286682,
0.22799117863178253,
0.06288989633321762,
-0.24706874787807465,
-0.15624968707561493,
-0.32933056354522705,
-0.015441433526575565,
-0.018792172893881798,
-0.03828362748026848,
0.24966689944267273,
0.3877028822898865,
0.1706472933292389,
-0.16931526362895966,
0.13691934943199158,
-0.08770756423473358,
0.03437083587050438,
0.035476986318826675,
0.16564615070819855,
0.22348912060260773,
0.09420032054185867,
-0.1743258684873581,
0.4798262119293213,
0.5712581276893616,
0.06822151690721512,
0.28401416540145874,
0.11666291952133179,
-0.02797570452094078,
0.01973692700266838,
-0.19869227707386017,
0.10416829586029053,
-0.40295350551605225,
-0.11826996505260468,
0.16224367916584015,
0.12217553704977036,
-0.3131994903087616,
-0.2602485716342926,
0.23124493658542633,
-0.2988220453262329,
-0.1110459491610527,
0.08930505812168121,
0.07151515781879425,
0.1665273755788803,
-0.19119957089424133,
-0.10864318162202835,
0.07486702501773834,
0.07243681699037552,
-0.1262526661157608,
0.1831800788640976,
-0.25875765085220337,
-0.23379062116146088,
-0.04945026710629463,
-0.5941674113273621,
-0.47664523124694824,
0.4101199209690094,
0.10824984312057495,
0.5226664543151855,
-0.008231867104768753,
-0.11495303362607956,
-0.017629802227020264,
-0.2964187562465668,
0.8070997595787048,
-0.1431358903646469,
-0.1830291450023651,
0.21156351268291473,
0.20903432369232178,
-0.00984963309019804,
-0.1221250668168068,
-0.22694532573223114,
0.29963380098342896,
0.1128149926662445,
-0.06017632037401199,
0.25137096643447876,
-0.0667586550116539,
0.06760460138320923,
-0.10732101649045944,
-0.16887159645557404,
-0.11656240373849869,
-0.3311615288257599,
-0.288402795791626,
0.048569079488515854,
0.2625978887081146,
-0.01262819766998291,
0.033248621970415115,
-0.4210145175457001,
-0.01915007457137108,
0.1351577788591385,
-0.06856817752122879,
0.2947756350040436,
-0.07266264408826828,
0.11756917089223862,
-0.142197385430336,
0.14283709228038788,
-0.27324482798576355,
0.36754342913627625,
-0.13512621819972992,
-0.014485366642475128,
-0.1890777051448822,
0.1965276300907135,
0.2784041464328766,
-0.11024259030818939,
0.37292009592056274,
0.3814234435558319,
0.1360357105731964,
0.01359384786337614,
-0.3704010248184204,
0.4939797520637512,
-0.24521908164024353,
-0.20914137363433838,
0.33250483870506287,
0.26646658778190613,
0.08148026466369629,
0.26498159766197205,
0.3170454204082489,
0.12603631615638733,
-0.092246875166893,
0.47757381200790405,
-0.3215058445930481,
-0.0968962162733078,
-0.028977299109101295,
0.1434212028980255,
0.9238154292106628,
0.08468921482563019,
0.10809435695409775,
0.012065326794981956,
-0.4905238747596741,
-0.23254795372486115,
-0.17031541466712952,
0.3275730311870575,
-0.2693822979927063,
-0.14813286066055298,
0.03045162558555603,
-0.03826617822051048,
0.13222384452819824,
-0.10534705221652985,
-0.3409648537635803,
0.47294288873672485,
0.09779836237430573,
-0.29133304953575134,
-0.17942409217357635,
-0.2355452924966812,
-0.07401775568723679,
-0.18059833347797394,
0.0021827646996825933,
0.078617624938488,
0.07835602015256882,
-0.14484725892543793,
-0.26793423295021057,
0.13463416695594788,
0.4491713047027588,
-0.33026599884033203,
-0.4855586588382721,
-0.01716393604874611,
-0.1990102380514145,
0.15510152280330658,
-0.055214837193489075,
0.1623106300830841,
0.06682704389095306,
0.3810670077800751,
0.1539161056280136,
-0.08298228681087494,
-0.24850653111934662,
0.019128995016217232,
0.3927863836288452,
-0.04786066710948944,
-0.11059505492448807,
0.046319060027599335,
-0.018898814916610718,
-0.1503204107284546,
-0.289661169052124,
0.39260590076446533,
-0.12284909933805466,
-0.01403617113828659,
-0.32583245635032654,
0.3156883716583252,
0.09106007218360901,
0.17131461203098297,
-0.12782615423202515,
0.24406637251377106,
-0.12442990392446518,
-0.16772644221782684,
0.1221420094370842,
0.049855392426252365,
-0.5294662117958069,
0.652122974395752,
-0.5616602301597595,
-0.0932949110865593,
0.005515890661627054,
0.06846483051776886,
0.014698371291160583,
-0.05575959011912346,
0.15932434797286987,
0.27149736881256104,
-0.10283446311950684,
-0.23033499717712402,
-0.10576377809047699,
-0.4670143723487854,
-0.05513080954551697,
-0.035992007702589035,
0.4547639787197113,
-0.14249761402606964,
0.24890610575675964,
-0.2128923535346985,
0.0583951473236084,
0.04452819377183914,
-0.02472081407904625,
-0.3333130478858948,
-0.22526724636554718,
-0.07533934712409973,
-0.08256583660840988,
0.15319417417049408,
-0.056925490498542786,
0.09209205955266953,
0.10993748158216476,
0.07900059223175049,
-0.2915714979171753,
0.047388382256031036,
-0.2277822494506836,
0.1002139300107956,
0.07932008802890778,
-0.26634466648101807,
-0.09752956032752991,
0.21097275614738464,
0.0640607476234436,
0.3459067642688751,
-0.350619375705719,
-0.1485282927751541,
0.07907109707593918,
0.07172543555498123,
-0.09642066806554794,
-0.04376770928502083,
0.07988908141851425,
0.08568950742483139,
0.02901548705995083,
0.07507225126028061,
0.1441146433353424,
0.0900891050696373,
-0.28540322184562683,
0.11945364624261856,
-0.050244636833667755,
0.20434090495109558,
0.18996934592723846,
0.2846989631652832,
-0.16668538749217987,
0.3932853937149048,
0.10646948963403702,
0.006347689777612686,
0.0523517020046711,
-0.03212533891201019,
-0.06871683895587921,
0.056164681911468506,
-0.08454368263483047,
-0.23933330178260803,
-0.10153510421514511,
-0.11302483081817627,
-0.28271618485450745,
-0.10893984138965607,
0.28269875049591064,
0.2960801422595978,
-0.1647985428571701,
0.2869272828102112,
0.2995321452617645,
0.22782309353351593,
-0.21487438678741455,
0.04805285111069679,
-0.1478603333234787,
-0.12486307322978973,
-0.1360430270433426,
0.2684842050075531,
0.18237484991550446,
-0.46648988127708435,
0.31247448921203613,
0.07060941308736801,
0.18491700291633606,
-0.40602588653564453,
-0.36748722195625305,
0.07825642824172974,
0.22648636996746063,
0.10417553037405014,
0.028775759041309357,
-0.08638247847557068,
0.05678708106279373,
0.4952467679977417,
-0.05111460015177727,
0.18857258558273315,
-0.22598367929458618,
0.07755464315414429,
-0.11702779680490494,
-0.1709323525428772,
-0.2531663477420807,
0.09213761240243912,
-0.3694227635860443,
0.42505690455436707,
-0.23247557878494263,
0.4461492598056793,
-0.5816576480865479,
-0.31292977929115295,
-0.3135751783847809,
0.41103968024253845,
-0.2617025077342987,
-0.12495604157447815,
0.10125520825386047,
0.011574558913707733,
0.10345854610204697,
0.08493402600288391,
0.30991822481155396,
0.0889204889535904,
0.5263203382492065,
0.22620433568954468,
-0.08248879760503769,
-0.03404286503791809,
-0.26840469241142273,
0.22713243961334229,
-0.019557464867830276,
-0.19740337133407593,
0.1882002353668213,
0.4959092438220978,
-0.04702594131231308,
-0.17214420437812805,
-0.0020353717263787985,
0.5398034453392029,
0.3772578835487366,
-0.7378942370414734,
0.008080813102424145,
0.16012230515480042,
0.14591668546199799,
0.043548326939344406,
0.15616649389266968,
0.1998276710510254,
0.25543075799942017,
0.04833930358290672,
0.0203679408878088,
-0.12424814701080322,
-0.004573074635118246,
0.2641785442829132,
0.22413288056850433,
0.11288351565599442,
0.24460074305534363,
-0.05082695558667183,
-0.23040306568145752,
0.04607974365353584,
0.07317546010017395,
-0.6401628255844116,
-0.0241286251693964,
0.23481301963329315,
-0.39416971802711487,
0.05079393461346626,
0.03993188217282295,
0.0669417679309845,
-0.07539617270231247,
0.4105226993560791,
-0.05494622886180878,
0.25128108263015747,
-0.2637573182582855,
-0.15871599316596985,
-0.36790767312049866,
0.013018505647778511,
0.15247975289821625,
-0.01022404059767723,
-0.1938031166791916,
-0.16690866649150848,
-0.06895953416824341,
0.11177506297826767,
0.0863855704665184,
0.09763901680707932,
0.31911084055900574,
0.6845182776451111,
-0.6055824756622314,
0.37467971444129944,
0.3027549684047699,
-0.025377314537763596,
0.27102339267730713,
-0.35834401845932007,
0.21160393953323364,
0.021200494840741158,
0.06363027542829514,
-0.2255442589521408,
0.21016542613506317,
-0.10306713730096817,
0.47344231605529785,
0.18190602958202362,
0.048529159277677536,
0.256331205368042,
0.0007866264204494655,
-0.0625472366809845,
0.12063582986593246,
0.35171937942504883,
0.2666044235229492,
-0.5823002457618713,
0.27648958563804626,
0.0833062157034874,
-0.3627561032772064,
-0.06199314072728157,
-0.026734529063105583,
-0.016133863478899002,
0.06672199070453644,
0.10257241874933243,
-0.10872543603181839,
0.004764139652252197,
-0.005073870532214642,
0.04120316728949547,
0.04134650528430939,
0.4595135748386383,
0.012710945680737495,
0.20372280478477478,
-0.2745133638381958,
-0.01623239740729332,
0.0923331081867218,
-0.06165635958313942,
-0.31615546345710754,
-0.31002160906791687,
0.505992591381073,
-0.5154703259468079,
0.13328096270561218,
-0.08988282084465027,
-0.07879786938428879,
-0.08065266907215118,
0.016879083588719368,
-0.6610687971115112,
0.2708573639392853,
-0.30672189593315125,
-0.674781858921051,
0.13711540400981903,
-0.16303299367427826,
0.18355491757392883,
-0.01999763213098049,
0.2053031474351883,
-0.17068573832511902
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | if __name__ == '__main__':
This line before calling the map function stops the error but the script still repeats endless | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 20 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
if __name__ == '__main__':
This line before calling the map function stops the error but the script still repeats endless | [
-0.11089110374450684,
-0.43928685784339905,
-0.08853832632303238,
0.20902127027511597,
0.06226322054862976,
0.03885630518198013,
0.005569825414568186,
0.03431252762675285,
0.13055506348609924,
0.3507120609283447,
0.18459157645702362,
0.11303388327360153,
-0.27034905552864075,
-0.06256011873483658,
-0.163069948554039,
-0.09918259084224701,
0.09583471715450287,
-0.055862314999103546,
0.284519761800766,
0.30602359771728516,
-0.520081639289856,
0.47204431891441345,
-0.3290189802646637,
0.15054862201213837,
-0.3321792483329773,
-0.02686922997236252,
-0.12737171351909637,
0.43264058232307434,
0.27772578597068787,
-0.44788506627082825,
-0.03303701803088188,
-0.30907073616981506,
0.11824040114879608,
0.11319734156131744,
-0.00011938091483898461,
-0.15792015194892883,
-0.014200869016349316,
-0.061270102858543396,
0.4552113115787506,
0.1623016595840454,
0.17969848215579987,
0.0962325781583786,
-0.14072813093662262,
-0.13648390769958496,
0.21329286694526672,
0.32442420721054077,
0.11804187297821045,
-0.05366485193371773,
0.40284404158592224,
0.2655662000179291,
0.11187523603439331,
0.20554949343204498,
0.09391916543245316,
0.07542359828948975,
-0.26952776312828064,
-0.3726022243499756,
-0.05642198771238327,
0.2890227437019348,
0.5033329129219055,
-0.38200023770332336,
0.14141640067100525,
0.31437021493911743,
-0.30303701758384705,
0.03751362860202789,
-0.29313090443611145,
-0.06406641751527786,
0.5305415391921997,
-0.5780696272850037,
0.09767335653305054,
-0.11051589250564575,
-0.17095041275024414,
-0.22018319368362427,
0.3771390914916992,
0.1610388606786728,
0.05074123293161392,
-0.8099097609519958,
0.0275960061699152,
0.1364709436893463,
-0.41562366485595703,
0.030588630586862564,
-0.14913249015808105,
0.01358303613960743,
-0.026838144287467003,
-0.1467839479446411,
0.09750857204198837,
0.0018119370797649026,
0.06741135567426682,
0.2221696674823761,
0.2512000501155853,
0.267657607793808,
-0.3172382712364197,
0.3002198338508606,
-0.06850302964448929,
0.11611609160900116,
-0.44230878353118896,
-0.03575167432427406,
0.07734569162130356,
0.18877734243869781,
-0.23336733877658844,
-0.26917341351509094,
0.010995304211974144,
0.13863830268383026,
0.24985122680664062,
0.21389669179916382,
0.2139112651348114,
-0.19126193225383759,
0.12676256895065308,
-0.6191259622573853,
0.21867088973522186,
-0.43479472398757935,
-0.1045144647359848,
-0.04800807312130928,
0.06859815865755081,
-0.5401846170425415,
0.34638652205467224,
0.4573225677013397,
0.2797252833843231,
-0.10791488736867905,
-0.2896052896976471,
0.295632928609848,
0.01190289855003357,
0.20198309421539307,
0.25723472237586975,
0.30277910828590393,
0.3510758876800537,
0.6872225403785706,
-0.03025868907570839,
0.07495163381099701,
-0.5382586121559143,
0.17090150713920593,
0.10131120681762695,
0.14047883450984955,
-0.32609304785728455,
0.15111027657985687,
0.25566115975379944,
0.06633281707763672,
0.13999532163143158,
0.07152765244245529,
0.26466071605682373,
-0.31943395733833313,
-0.10164692997932434,
-0.21855273842811584,
-0.0239279642701149,
0.2193688601255417,
0.15595078468322754,
0.22795391082763672,
-0.05148318037390709,
0.07511534541845322,
-0.02800150029361248,
0.22884781658649445,
-0.3791947662830353,
-0.31464269757270813,
0.0056255715899169445,
0.06088508293032646,
0.4742708206176758,
0.4800148606300354,
0.30623477697372437,
-0.09772239625453949,
0.29952865839004517,
-0.38370928168296814,
-0.06158863753080368,
-0.4407128691673279,
-0.3253919184207916,
-0.33491051197052,
-0.10956194251775742,
0.33428725600242615,
0.01657675765454769,
0.3336033523082733,
0.35005122423171997,
-0.005989959929138422,
0.10591048002243042,
0.259766548871994,
0.2196132391691208,
-0.246908500790596,
-0.13908571004867554,
-0.007935152389109135,
-0.16829249262809753,
-0.19904093444347382,
-0.027467787265777588,
0.15580739080905914,
-0.08952517062425613,
-0.13953542709350586,
0.20325875282287598,
0.08983662724494934,
0.009012741968035698,
-0.3770286738872528,
0.4743020832538605,
-0.26103392243385315,
-0.1601286679506302,
0.2233109027147293,
-0.18870823085308075,
0.16288578510284424,
-0.09736499190330505,
-0.0018646473763510585,
0.04767982289195061,
-0.07393710315227509,
-0.04609876498579979,
-0.09430740773677826,
0.25385546684265137,
0.14620745182037354,
-0.037349145859479904,
0.2930854856967926,
0.14268186688423157,
-0.04409811273217201,
0.041253626346588135,
-0.3803650140762329,
-0.036958061158657074,
0.04195290431380272,
-0.25869205594062805,
-0.03181374818086624,
0.27387624979019165,
0.1100660115480423,
0.15338405966758728,
0.28231504559516907,
-0.1785801649093628,
-0.18333493173122406,
0.039904799312353134,
-0.08018466830253601,
0.0570305660367012,
-0.22649438679218292,
-0.041750624775886536,
0.3700159192085266,
0.013643937185406685,
-0.18330495059490204,
-0.16898950934410095,
-0.11473087221384048,
-0.3820263147354126,
-0.3083172142505646,
-0.06276562809944153,
0.35027769207954407,
0.23178625106811523,
0.09700264036655426,
0.08906808495521545,
0.23483018577098846,
0.11957802623510361,
-0.1474684774875641,
-0.15316759049892426,
0.027425561100244522,
0.1904616504907608,
-0.25883322954177856,
0.05809784680604935,
0.07131212204694748,
0.1849042773246765,
-0.24339644610881805,
0.4806242287158966,
0.0638301894068718,
-0.03179297223687172,
0.2943503260612488,
-0.14053325355052948,
0.1632421314716339,
0.11012119799852371,
-0.006384596228599548,
0.2178630530834198,
0.1491161584854126,
0.3250451683998108,
0.15160579979419708,
-0.06329956650733948,
-0.31502220034599304,
-0.2845449447631836,
0.052750252187252045,
0.27941617369651794,
0.12303756922483444,
-0.08621132373809814,
-0.011348611675202847,
-0.14561869204044342,
0.19358883798122406,
-0.032952189445495605,
-0.4224088490009308,
0.6393156051635742,
0.09582685679197311,
-0.13604319095611572,
0.2696197032928467,
-0.419671893119812,
-0.1150873601436615,
0.24200013279914856,
0.03873524069786072,
0.016445007175207138,
0.18877096474170685,
-0.18156945705413818,
-0.13241274654865265,
-0.08717700839042664,
-0.1970655769109726,
-0.08164267241954803,
0.03463972359895706,
-0.2595416009426117,
0.06127098947763443,
-0.04897921532392502,
0.4968198239803314,
-0.36010506749153137,
-0.4657549560070038,
-0.04275795444846153,
-0.19183985888957977,
0.04476061090826988,
0.4225372076034546,
-0.09103598445653915,
0.00036847047158516943,
0.04836476594209671,
-0.07523109018802643,
0.12536196410655975,
0.20831018686294556,
0.1887218952178955,
-0.13002212345600128,
-0.0176637414842844,
-0.09031234681606293,
0.4238031804561615,
-0.21497106552124023,
0.23657147586345673,
0.23880118131637573,
-0.03603563457727432,
0.09883824735879898,
0.16305536031723022,
-0.01310295145958662,
0.0243314690887928,
0.15732069313526154,
0.05408863350749016,
0.17232689261436462,
0.16418710350990295,
-0.3335527777671814,
0.09462831914424896,
-0.4251778721809387,
0.20395158231258392,
0.24986566603183746,
0.1348346620798111,
-0.4796755015850067,
-0.3031042218208313,
-0.15875068306922913,
-0.3429670035839081,
-0.2128162384033203,
0.08128620684146881,
-0.17941705882549286,
0.3070077896118164,
-0.3042920231819153,
0.12313548475503922,
0.08398804813623428,
0.2612294554710388,
-0.16303269565105438,
-0.219254732131958,
0.24093115329742432,
0.002817257074639201,
-0.24715906381607056,
-0.156656414270401,
0.24605290591716766,
0.19747689366340637,
0.03510461747646332,
-0.1808270663022995,
-0.15189135074615479,
-0.3317207992076874,
0.00683196447789669,
0.011425729840993881,
-0.008176715113222599,
0.25966978073120117,
0.4391316771507263,
0.19965744018554688,
-0.12854690849781036,
0.11514855921268463,
-0.10724622756242752,
0.03880227729678154,
0.09459623694419861,
0.1217527762055397,
0.3355999290943146,
0.12429621070623398,
-0.19198203086853027,
0.39640843868255615,
0.5850520133972168,
0.06698311120271683,
0.2981477975845337,
0.07127831131219864,
0.07230153679847717,
-0.008435457944869995,
-0.1640692800283432,
0.07009108364582062,
-0.39941948652267456,
-0.15461775660514832,
0.15362733602523804,
0.03610614314675331,
-0.36889156699180603,
-0.28271523118019104,
0.2706741690635681,
-0.3177092373371124,
-0.167856365442276,
0.1270987093448639,
0.0690934881567955,
0.13070237636566162,
-0.17401374876499176,
-0.03491365537047386,
0.05919744819402695,
0.10014037042856216,
-0.11127421259880066,
0.1810825616121292,
-0.16932837665081024,
-0.24026085436344147,
-0.06780744343996048,
-0.5501949787139893,
-0.46817928552627563,
0.42014414072036743,
0.15057037770748138,
0.5695856213569641,
-0.002304546069353819,
-0.15352049469947815,
-0.05975804477930069,
-0.29354313015937805,
0.8496725559234619,
-0.19817617535591125,
-0.19344468414783478,
0.21818356215953827,
0.26585668325424194,
-0.002651043701916933,
-0.0798921212553978,
-0.18245260417461395,
0.3223560154438019,
0.10830944776535034,
-0.05368124693632126,
0.2510608732700348,
-0.07569427788257599,
0.11799249053001404,
-0.09274772554636002,
-0.17282643914222717,
-0.09142442792654037,
-0.33677709102630615,
-0.29600790143013,
-0.05457046255469322,
0.2718883752822876,
0.02578314021229744,
-0.06298164278268814,
-0.32839012145996094,
0.009557017125189304,
0.20257680118083954,
-0.10107208043336868,
0.3030553162097931,
-0.010992953553795815,
0.1442430317401886,
-0.10021539032459259,
0.0600254163146019,
-0.260769248008728,
0.2963291108608246,
-0.16333188116550446,
-0.003000902011990547,
-0.19227860867977142,
0.24048569798469543,
0.30966171622276306,
-0.09188282489776611,
0.3929229974746704,
0.4457356631755829,
0.1424073427915573,
-0.12339485436677933,
-0.39631521701812744,
0.4940873682498932,
-0.2796325087547302,
-0.21912281215190887,
0.27299121022224426,
0.27184921503067017,
0.047651324421167374,
0.25305941700935364,
0.24642476439476013,
0.10823836922645569,
-0.10779570043087006,
0.49292096495628357,
-0.3655342161655426,
-0.07493021339178085,
0.03562818840146065,
0.13043102622032166,
0.9967212080955505,
0.043320078402757645,
0.11891206353902817,
-0.05944424495100975,
-0.4330739676952362,
-0.2991344928741455,
-0.15476031601428986,
0.3376127779483795,
-0.24754919111728668,
-0.14417308568954468,
-0.010780387558043003,
-0.03274638578295708,
0.1365700364112854,
-0.04819756746292114,
-0.31087371706962585,
0.5423758029937744,
0.2191963940858841,
-0.15520720183849335,
-0.1597217470407486,
-0.24490682780742645,
-0.04476238414645195,
-0.20884691178798676,
0.12534752488136292,
0.026019565761089325,
0.08246896415948868,
-0.103328637778759,
-0.27088022232055664,
0.16086097061634064,
0.4782743453979492,
-0.4204179644584656,
-0.4470708668231964,
0.022220246493816376,
-0.2924543023109436,
0.15170066058635712,
-0.15103384852409363,
0.2836555540561676,
0.008221209980547428,
0.3933490514755249,
0.08621372282505035,
-0.03390784561634064,
-0.2003098577260971,
-0.0512489415705204,
0.5149103403091431,
-0.07340347766876221,
-0.15489499270915985,
0.04695146158337593,
-0.06450049579143524,
-0.08827998489141464,
-0.2245567888021469,
0.32784321904182434,
-0.14643359184265137,
-0.016719939187169075,
-0.4602343440055847,
0.35106024146080017,
0.14277583360671997,
0.21579322218894958,
-0.1538732498884201,
0.23852398991584778,
-0.20421633124351501,
-0.1341702938079834,
0.08761104941368103,
-0.052002791315317154,
-0.4558408856391907,
0.664820671081543,
-0.5725058913230896,
-0.1652446687221527,
0.015714900568127632,
0.0385562963783741,
0.025658559054136276,
-0.08238498866558075,
0.09131212532520294,
0.1807394027709961,
-0.07983298599720001,
-0.24971553683280945,
-0.10019233077764511,
-0.4476293921470642,
-0.05906115472316742,
-0.014096629805862904,
0.41319531202316284,
-0.15561245381832123,
0.19120492041110992,
-0.2220642864704132,
0.02932201884686947,
0.12806017696857452,
-0.0034406452905386686,
-0.36082690954208374,
-0.20596595108509064,
0.004135648254305124,
-0.038443323224782944,
0.18407385051250458,
0.00036946608452126384,
0.09033913165330887,
0.11456816643476486,
0.04337924346327782,
-0.2699515223503113,
0.023775901645421982,
-0.204845130443573,
0.15200583636760712,
0.08224288374185562,
-0.2354891151189804,
-0.10316608846187592,
0.1423007696866989,
0.038523148745298386,
0.40693482756614685,
-0.41118839383125305,
-0.10574304312467575,
0.11333763599395752,
0.09243292361497879,
-0.08201159536838531,
0.019855711609125137,
0.07017366588115692,
0.03868160769343376,
0.09402702003717422,
-0.03061060979962349,
0.11766056716442108,
0.08484376221895218,
-0.2991260588169098,
0.07463318854570389,
-0.028800293803215027,
0.20660032331943512,
0.16399437189102173,
0.26596522331237793,
-0.18645448982715607,
0.439456045627594,
0.0981491431593895,
0.02351360023021698,
0.004468089900910854,
-0.010096309706568718,
-0.05544133111834526,
0.07107169181108475,
-0.09209234267473221,
-0.2425912320613861,
-0.10499072074890137,
-0.0773676410317421,
-0.3147372901439667,
-0.12281469255685806,
0.23544004559516907,
0.33338502049446106,
-0.2171507477760315,
0.2746225595474243,
0.3043157458305359,
0.1782013326883316,
-0.2159334123134613,
0.06132069602608681,
-0.024280376732349396,
-0.11040722578763962,
-0.07028689980506897,
0.3360288441181183,
0.2171676605939865,
-0.515562891960144,
0.33083730936050415,
0.05071164295077324,
0.18113496899604797,
-0.4108894467353821,
-0.3599188029766083,
0.15165118873119354,
0.2669436037540436,
0.12570694088935852,
0.04989718645811081,
-0.03196694701910019,
0.0922817662358284,
0.4622263014316559,
-0.0737484022974968,
0.230136901140213,
-0.24038058519363403,
0.147182896733284,
-0.09885738790035248,
-0.1708923727273941,
-0.17929360270500183,
0.1233837679028511,
-0.3252987861633301,
0.4941764771938324,
-0.11517632007598877,
0.3551945686340332,
-0.5752067565917969,
-0.31939005851745605,
-0.3000151515007019,
0.38335615396499634,
-0.2761050760746002,
-0.09426098316907883,
0.07312117516994476,
-0.004629416391253471,
0.08488388359546661,
0.10959897935390472,
0.33756422996520996,
0.07305797189474106,
0.6472617983818054,
0.22194050252437592,
-0.09655635058879852,
0.061637505888938904,
-0.3227699398994446,
0.1396820843219757,
0.04834654927253723,
-0.2488618940114975,
0.22720885276794434,
0.4413454234600067,
-0.015043191611766815,
-0.25591570138931274,
-0.07868923991918564,
0.5184314846992493,
0.3973653316497803,
-0.7148280143737793,
0.0073227896355092525,
0.17652350664138794,
0.13485507667064667,
0.02468845061957836,
0.1171337440609932,
0.12649524211883545,
0.27126196026802063,
0.03230397403240204,
0.008261396549642086,
-0.09023813903331757,
-0.017629148438572884,
0.31474611163139343,
0.21560339629650116,
0.2337632030248642,
0.16078758239746094,
-0.005442962050437927,
-0.20687945187091827,
0.03493852540850639,
0.1091855838894844,
-0.6795331239700317,
-0.030622780323028564,
0.16345492005348206,
-0.4358774423599243,
0.08230019360780716,
0.0346725694835186,
0.056447211652994156,
-0.03175743296742439,
0.32027751207351685,
-0.060822755098342896,
0.2135930359363556,
-0.29251012206077576,
-0.18115711212158203,
-0.37693992257118225,
0.013010559603571892,
0.10314425826072693,
0.013751418329775333,
-0.11987598985433578,
-0.1581246554851532,
-0.03815187141299248,
0.16780325770378113,
0.10597003996372223,
0.09036707133054733,
0.2510837912559509,
0.717980146408081,
-0.5408716797828674,
0.39112383127212524,
0.3814269006252289,
0.0051041534170508385,
0.296939492225647,
-0.4028025269508362,
0.23933616280555725,
-0.03298088163137436,
0.049169570207595825,
-0.2540535032749176,
0.27568960189819336,
-0.1599728763103485,
0.43748414516448975,
0.27953752875328064,
0.027305159717798233,
0.19663716852664948,
-0.0966162458062172,
-0.09495918452739716,
0.10995431244373322,
0.4139925241470337,
0.30055516958236694,
-0.518986165523529,
0.30970317125320435,
0.01986803486943245,
-0.40538290143013,
-0.09641692787408829,
-0.05104852467775345,
-0.06677664816379547,
0.06062326207756996,
0.17480216920375824,
-0.09610377252101898,
0.03917885571718216,
-0.005900515243411064,
0.11203982681035995,
-0.03579359129071236,
0.4521821141242981,
0.0073084053583443165,
0.20617835223674774,
-0.20738038420677185,
-0.05991817265748978,
0.1864170879125595,
-0.030624710023403168,
-0.31578150391578674,
-0.23768320679664612,
0.4764110743999481,
-0.5554819703102112,
0.0987057089805603,
-0.1281587779521942,
-0.061851389706134796,
-0.10755173116922379,
0.030357057228684425,
-0.7285947203636169,
0.2602618336677551,
-0.4314204156398773,
-0.6321409940719604,
0.10898452997207642,
-0.09538193792104721,
0.19439780712127686,
-0.09242242574691772,
0.22825290262699127,
-0.19621506333351135
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | Indeed you needed `if __name__ == '__main__'` since accoding to [this stackoverflow post](https://stackoverflow.com/a/18205006):
> On Windows the subprocesses will import (i.e. execute) the main module at start. You need to insert an if __name__ == '__main__': guard in the main module to avoid creating subprocesses recursively.
Regarding the hanging issue, can you try to update `dill` and `multiprocess` ? | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 59 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
Indeed you needed `if __name__ == '__main__'` since accoding to [this stackoverflow post](https://stackoverflow.com/a/18205006):
> On Windows the subprocesses will import (i.e. execute) the main module at start. You need to insert an if __name__ == '__main__': guard in the main module to avoid creating subprocesses recursively.
Regarding the hanging issue, can you try to update `dill` and `multiprocess` ? | [
-0.13518191874027252,
-0.4226137101650238,
-0.1194845661520958,
-0.017614144831895828,
0.10806332528591156,
-0.096012644469738,
0.1320638656616211,
0.030847087502479553,
-0.10139179229736328,
0.36022043228149414,
-0.05518867075443268,
0.0946902334690094,
-0.3736594617366791,
-0.14211730659008026,
-0.15793827176094055,
-0.01964474283158779,
0.03298253193497658,
-0.11282742768526077,
0.04787850007414818,
0.09045527875423431,
-0.339444100856781,
0.4024185836315155,
-0.27139341831207275,
0.026804495602846146,
-0.4019664525985718,
0.07968863099813461,
-0.06174251437187195,
0.5093020796775818,
0.019132796674966812,
-0.36392393708229065,
-0.1021169051527977,
-0.21955551207065582,
0.23863960802555084,
0.13217295706272125,
-0.00010341058077756315,
-0.18186788260936737,
0.020588597282767296,
0.004690476693212986,
0.1855369508266449,
0.07881490886211395,
0.36214736104011536,
-0.22690777480602264,
0.07145562767982483,
-0.041467808187007904,
0.044521015137434006,
0.21842198073863983,
0.005528473295271397,
0.0762186124920845,
0.4799874722957611,
0.2293442040681839,
0.26367396116256714,
0.08951989561319351,
0.18868795037269592,
0.14080165326595306,
-0.15244226157665253,
-0.28533613681793213,
-0.11970704048871994,
0.41747137904167175,
0.39942821860313416,
-0.16106101870536804,
0.07929418236017227,
0.2322090119123459,
-0.17706535756587982,
0.0859544426202774,
-0.23217111825942993,
-0.000966711260844022,
0.40425485372543335,
-0.40599656105041504,
0.01563994586467743,
0.0012497700517997146,
-0.0921161025762558,
-0.1074041873216629,
0.22775040566921234,
0.10527943819761276,
0.22892503440380096,
-0.8124305009841919,
0.01668059639632702,
0.04725757986307144,
-0.325030118227005,
0.08084918558597565,
0.14108332991600037,
-0.12429658323526382,
-0.022024163976311684,
-0.21458224952220917,
-0.04282736778259277,
0.10053802281618118,
0.13823635876178741,
0.05714859068393707,
0.14644771814346313,
0.007800167426466942,
-0.23720072209835052,
0.3869682252407074,
-0.011506203562021255,
0.08500821888446808,
-0.41477343440055847,
0.07705751061439514,
0.15524370968341827,
0.005167547147721052,
-0.23439770936965942,
-0.24771909415721893,
-0.02669246681034565,
0.1380922943353653,
0.2967422604560852,
0.1935616433620453,
0.13101206719875336,
-0.09734970331192017,
0.10964727401733398,
-0.5587246417999268,
0.3567599058151245,
-0.4095543920993805,
-0.06583929061889648,
0.11630163341760635,
-0.06646690517663956,
-0.48124757409095764,
0.21113890409469604,
0.36409589648246765,
0.1387632042169571,
-0.17857223749160767,
-0.24128836393356323,
0.2611696720123291,
0.07610578089952469,
0.16199669241905212,
0.17483577132225037,
0.3731551468372345,
0.27030351758003235,
0.6323962211608887,
0.12113338708877563,
0.03956882655620575,
-0.5594885945320129,
0.30150097608566284,
0.058580171316862106,
0.07654041051864624,
-0.19994084537029266,
-0.03670920059084892,
0.2190435826778412,
0.048001933842897415,
0.10932709276676178,
0.08066947013139725,
0.1975698322057724,
-0.12940853834152222,
-0.02991906926035881,
-0.11909092962741852,
-0.019333597272634506,
0.19678637385368347,
0.12089811265468597,
0.2237979620695114,
-0.04205302521586418,
0.04690900817513466,
-0.12702298164367676,
0.2816565930843353,
-0.17049232125282288,
-0.21695804595947266,
-0.09667054563760757,
0.2064182460308075,
0.31832951307296753,
0.3302815854549408,
0.4069039225578308,
0.020221516489982605,
0.07875723391771317,
-0.3521753251552582,
-0.21296586096286774,
-0.42627787590026855,
-0.15322159230709076,
-0.2204386442899704,
0.1979791671037674,
0.20152436196804047,
-0.22524596750736237,
0.2377125322818756,
0.12155766785144806,
-0.10782958567142487,
0.20431533455848694,
0.25418585538864136,
0.29083487391471863,
-0.2798778712749481,
0.006535089109092951,
-0.029729699715971947,
-0.09138090163469315,
-0.20779171586036682,
-0.03437884524464607,
0.086768239736557,
-0.09551994502544403,
-0.12936191260814667,
0.06542982161045074,
0.10552727431058884,
0.15566693246364594,
-0.1546861231327057,
0.383584588766098,
0.025229495018720627,
0.06254753470420837,
0.16705884039402008,
-0.3813208341598511,
0.1540871262550354,
-0.10821156203746796,
0.13254886865615845,
-0.015301967039704323,
-0.30981963872909546,
-0.18585121631622314,
-0.04401873052120209,
0.3126031756401062,
0.11230263859033585,
-0.05831892043352127,
0.3177087604999542,
0.2139798402786255,
-0.042947981506586075,
0.033017683774232864,
-0.2787874937057495,
-0.04739375039935112,
-0.03262564167380333,
-0.2836298644542694,
0.11097994446754456,
0.28547006845474243,
0.12765835225582123,
0.08359251916408539,
0.26655828952789307,
-0.15758995711803436,
-0.2924700975418091,
0.2016202211380005,
0.06178326532244682,
0.05847568064928055,
-0.09083789587020874,
-0.11905179917812347,
0.22707486152648926,
0.10035576671361923,
-0.19432133436203003,
-0.12135117501020432,
-0.11392040550708771,
-0.4869258403778076,
-0.28643929958343506,
0.061691347509622574,
0.4043661952018738,
0.0870121419429779,
0.07157795876264572,
0.011979260481894016,
0.2805938720703125,
0.12024495750665665,
-0.15036167204380035,
-0.05623425170779228,
-0.11173239350318909,
0.16334742307662964,
-0.16659870743751526,
0.08657368272542953,
0.19662688672542572,
0.1060519888997078,
-0.1940516233444214,
0.36740753054618835,
0.09487666189670563,
0.11143364012241364,
0.2885195314884186,
-0.011570511385798454,
0.1656481772661209,
0.15551862120628357,
0.09891253709793091,
0.1268947720527649,
0.09782223403453827,
0.40085166692733765,
0.11412898451089859,
0.10210664570331573,
-0.23335197567939758,
-0.28678855299949646,
0.1027943342924118,
0.26843103766441345,
0.0992109552025795,
-0.0008456615614704788,
0.1202714666724205,
-0.13316276669502258,
0.09464388340711594,
-0.04415616765618324,
-0.40500882267951965,
0.3301176428794861,
0.17663957178592682,
0.08090219646692276,
0.24930451810359955,
-0.45328289270401,
-0.11890922486782074,
0.2047942578792572,
-0.10696972161531448,
-0.1498228758573532,
0.2540155053138733,
-0.11364620923995972,
-0.17808379232883453,
-0.10862283408641815,
-0.19084252417087555,
-0.1463777869939804,
0.10596820712089539,
-0.12255243957042694,
-0.11240261793136597,
-0.20606212317943573,
0.5869615077972412,
-0.33795201778411865,
-0.5343270301818848,
-0.2172738015651703,
-0.24003064632415771,
0.20020782947540283,
0.2956996560096741,
-0.15511955320835114,
0.17678573727607727,
0.17039932310581207,
-0.1477068066596985,
0.1539738029241562,
0.24463005363941193,
0.1054774820804596,
-0.19661952555179596,
-0.09115806221961975,
0.06456030905246735,
0.38957515358924866,
0.053635358810424805,
0.2719882130622864,
0.21856512129306793,
-0.08399924635887146,
0.11593451350927353,
0.017936328426003456,
-0.1176387220621109,
0.006587788462638855,
0.2527398467063904,
0.05239730328321457,
0.08706073462963104,
0.23333221673965454,
-0.4007570147514343,
0.1690368354320526,
-0.41452479362487793,
0.1989922821521759,
0.21554067730903625,
0.15969425439834595,
-0.2973794639110565,
-0.31849217414855957,
-0.3417876064777374,
-0.42263174057006836,
-0.4237925112247467,
-0.004603845998644829,
-0.10884170979261398,
0.1892411857843399,
-0.3053779602050781,
0.09388241916894913,
0.16269035637378693,
0.476407915353775,
0.10991830378770828,
-0.10979150235652924,
0.3985270857810974,
0.11492127180099487,
-0.42328450083732605,
-0.3036079406738281,
0.07397384941577911,
0.0862477719783783,
0.0005402328679338098,
-0.3487338125705719,
-0.09381118416786194,
-0.2605397403240204,
-0.0402703694999218,
-0.041193753480911255,
0.016838109120726585,
0.1922747641801834,
0.32051756978034973,
0.2199816256761551,
-0.19749075174331665,
0.12539835274219513,
-0.10872184485197067,
0.010256349109113216,
0.02174614556133747,
0.06424981355667114,
0.13241754472255707,
-0.008241808973252773,
-0.3252883851528168,
0.5187212228775024,
0.29881131649017334,
0.04302626848220825,
0.24150191247463226,
0.14956453442573547,
0.07384955137968063,
-0.1125653088092804,
-0.11497826874256134,
0.21598458290100098,
-0.1812378168106079,
-0.1233820989727974,
0.3385452628135681,
0.06372956186532974,
-0.3440638482570648,
-0.38524574041366577,
0.33344894647598267,
-0.2241056263446808,
-0.21686415374279022,
0.10376662015914917,
-0.012534767389297485,
-0.005407640710473061,
-0.0672692283987999,
-0.005300259683281183,
0.0592476986348629,
0.15132886171340942,
-0.01571783609688282,
0.16207538545131683,
-0.19818328320980072,
-0.2261512726545334,
-0.08535076677799225,
-0.5560270547866821,
-0.526183545589447,
0.3601530194282532,
0.16126024723052979,
0.40454021096229553,
-0.02795732580125332,
-0.3122997283935547,
0.11046663671731949,
-0.31534722447395325,
0.6050424575805664,
-0.10408147424459457,
-0.23101717233657837,
0.2957621216773987,
0.19776585698127747,
-0.12131835520267487,
-0.12236413359642029,
-0.2776656150817871,
0.016613038256764412,
0.27557769417762756,
-0.23397386074066162,
-0.018775425851345062,
-0.07732687145471573,
0.040860388427972794,
-0.09627311676740646,
-0.18764251470565796,
-0.12303510308265686,
-0.3188302218914032,
-0.28523218631744385,
-0.12988531589508057,
0.1400088667869568,
-0.08760756254196167,
0.11716720461845398,
-0.454715758562088,
0.009069190360605717,
0.08787297457456589,
-0.08146989345550537,
0.15769211947917938,
0.11931698769330978,
0.16751733422279358,
-0.1490403562784195,
0.22978392243385315,
-0.15331102907657623,
0.5115943551063538,
-0.04252566769719124,
-0.00996087770909071,
-0.2837657332420349,
0.1625426858663559,
0.42910847067832947,
-0.17897342145442963,
0.2091444432735443,
0.3356904089450836,
0.16792020201683044,
0.0008672747644595802,
-0.41479888558387756,
0.49189460277557373,
-0.22102490067481995,
-0.03654763847589493,
0.3737952411174774,
0.31646817922592163,
0.13062767684459686,
0.0721178874373436,
0.26899269223213196,
0.05033797398209572,
-0.11903590708971024,
0.2975536584854126,
-0.34392639994621277,
0.02280171774327755,
0.09795204550027847,
0.11228248476982117,
0.909565269947052,
0.12733159959316254,
0.05034640431404114,
0.1770865023136139,
-0.4576580226421356,
-0.24649180471897125,
-0.24523064494132996,
0.21504153311252594,
-0.34524908661842346,
-0.007695235311985016,
0.12789945304393768,
-0.016125058755278587,
-0.036416493356227875,
-0.138335183262825,
-0.32750171422958374,
0.33171582221984863,
0.014461922459304333,
-0.2145616114139557,
-0.26691460609436035,
-0.02334645949304104,
-0.06674226373434067,
-0.15582287311553955,
-0.004671166185289621,
0.1918945610523224,
0.23176272213459015,
-0.09813141822814941,
-0.29495474696159363,
0.08838721364736557,
0.3090928792953491,
-0.3657173216342926,
-0.2679741680622101,
-0.0044263023883104324,
-0.04953072965145111,
0.13752053678035736,
-0.1322580873966217,
-0.1263166069984436,
-0.11116492003202438,
0.4085237681865692,
0.06417316198348999,
0.03526317700743675,
-0.212274968624115,
0.07628143578767776,
0.2285335808992386,
0.025971099734306335,
-0.0888742133975029,
0.100989930331707,
0.006217046175152063,
-0.19283950328826904,
-0.2835330069065094,
0.27469587326049805,
-0.09334683418273926,
0.0528203547000885,
-0.1957864612340927,
0.33175012469291687,
0.1135593131184578,
0.18402574956417084,
-0.08954626321792603,
0.3004460334777832,
-0.234310120344162,
-0.168700709939003,
0.2205447405576706,
-0.0026313206180930138,
-0.5343673825263977,
0.6597445607185364,
-0.3583517372608185,
-0.04280129447579384,
-0.03230828419327736,
0.04888283461332321,
0.02076392062008381,
0.15058155357837677,
0.17781375348567963,
0.2599489390850067,
-0.2313392162322998,
-0.2610790431499481,
-0.1300230622291565,
-0.38293007016181946,
0.022849492728710175,
-0.03133993595838547,
0.5056532621383667,
-0.2653226852416992,
0.17490123212337494,
-0.23434258997440338,
-0.026294689625501633,
-0.0053454372100532055,
-0.17591111361980438,
-0.12045788019895554,
-0.1555926501750946,
0.021311381831765175,
-0.050384823232889175,
0.23290179669857025,
-0.112627312541008,
0.16652274131774902,
0.0070862858556210995,
0.10559217631816864,
-0.41001731157302856,
0.012273182161152363,
-0.29440784454345703,
0.0815688818693161,
-0.03981964662671089,
-0.42135077714920044,
0.043163105845451355,
0.2566624879837036,
0.20822465419769287,
0.36612412333488464,
-0.3060915172100067,
-0.2721683979034424,
-0.006680421531200409,
0.031100081279873848,
-0.1669246107339859,
0.026031550019979477,
0.08757644891738892,
0.05002168193459511,
-0.0431525856256485,
-0.03946777060627937,
0.07173425704240799,
-0.029592372477054596,
-0.1960069090127945,
0.1399928629398346,
-0.07123187929391861,
0.26360422372817993,
0.30905061960220337,
0.40095555782318115,
-0.12668274343013763,
0.42575737833976746,
-0.022360339760780334,
0.012097520753741264,
0.01417294517159462,
-0.08428701013326645,
-0.042848601937294006,
0.04615788906812668,
-0.06829608976840973,
-0.19552935659885406,
0.014597183093428612,
0.18753157556056976,
-0.23917709290981293,
-0.14565669000148773,
0.5542576313018799,
0.4825502336025238,
-0.04868098720908165,
0.13916054368019104,
0.4199678301811218,
0.3092741072177887,
-0.2318921685218811,
0.08464343845844269,
-0.18092641234397888,
-0.19136875867843628,
0.09318660199642181,
0.15904223918914795,
0.06163032725453377,
-0.37849095463752747,
0.20297373831272125,
0.14721132814884186,
-0.04336477443575859,
-0.24267980456352234,
-0.5065715312957764,
0.18881219625473022,
0.16775116324424744,
0.05704270303249359,
0.05237991362810135,
-0.10789079964160919,
0.16245277225971222,
0.4125850200653076,
-0.1772691160440445,
0.2198757827281952,
-0.3080131709575653,
0.11130312830209732,
-0.06153009831905365,
-0.23009327054023743,
-0.1026431992650032,
0.100771963596344,
-0.20142550766468048,
0.27180349826812744,
-0.16079258918762207,
0.4502231478691101,
-0.5096837878227234,
-0.3224598467350006,
-0.24384509027004242,
0.414530873298645,
-0.20010223984718323,
-0.09695712476968765,
0.08955596387386322,
0.027081552892923355,
0.07426523417234421,
0.06356115639209747,
0.2658013105392456,
0.15403126180171967,
0.4127887189388275,
0.30116406083106995,
0.06638453155755997,
-0.18359291553497314,
-0.2612594962120056,
-0.012426592409610748,
0.04518766328692436,
-0.1576484590768814,
0.19586271047592163,
0.5646461248397827,
0.06718087941408157,
-0.19348929822444916,
0.027794940397143364,
0.4950585663318634,
0.45220503211021423,
-0.7212638854980469,
0.055606305599212646,
0.07716379314661026,
0.0833079144358635,
-0.18172936141490936,
0.18735310435295105,
0.08585090935230255,
0.1851809024810791,
0.204912006855011,
0.14457261562347412,
-0.2454439401626587,
-0.06052365526556969,
0.19238322973251343,
0.15058374404907227,
0.246146559715271,
0.14846718311309814,
0.0249575637280941,
-0.10381492227315903,
-0.13544827699661255,
-0.09551776200532913,
-0.6611918210983276,
-0.0493910126388073,
0.05820392817258835,
-0.28900405764579773,
0.08858737349510193,
-0.15878690779209137,
0.12018576264381409,
-0.17780478298664093,
0.4030877649784088,
0.08895815163850784,
0.4124263525009155,
-0.11652200669050217,
-0.14268343150615692,
-0.5166681408882141,
0.0903143510222435,
0.08724784106016159,
-0.1255689561367035,
-0.3189954459667206,
-0.10613122582435608,
0.04900084435939789,
0.11520899832248688,
0.057925887405872345,
0.04309199005365372,
0.22172236442565918,
0.6491610407829285,
-0.6396932601928711,
0.37076279520988464,
0.12191903591156006,
-0.1066783219575882,
0.23208022117614746,
-0.3724495768547058,
0.19260162115097046,
-0.018784217536449432,
0.1491537243127823,
-0.11501176655292511,
0.18880875408649445,
-0.12741820514202118,
0.5095857977867126,
0.2310606837272644,
0.14374564588069916,
0.2511385381221771,
-0.15071576833724976,
-0.13586294651031494,
0.10073605924844742,
0.30313655734062195,
0.16308166086673737,
-0.5176222920417786,
0.2995133697986603,
0.08904416859149933,
-0.22535400092601776,
-0.2122373729944229,
-0.07191517949104309,
0.26952746510505676,
0.028627173975110054,
0.17644035816192627,
-0.10585280507802963,
-0.02425234578549862,
0.10536278784275055,
0.022192884236574173,
-0.026565512642264366,
0.46887895464897156,
0.010847264900803566,
0.2176402509212494,
-0.3726307153701782,
-0.10973307490348816,
0.2490934431552887,
0.14289917051792145,
-0.19557657837867737,
-0.3436611294746399,
0.38923707604408264,
-0.3814246356487274,
0.09864535182714462,
-0.19773931801319122,
-0.02759689651429653,
-0.15115204453468323,
0.007696709129959345,
-0.5447809100151062,
0.23850740492343903,
-0.22838814556598663,
-0.5854174494743347,
-0.014367486350238323,
-0.14195293188095093,
0.25172555446624756,
0.03795885294675827,
0.13211201131343842,
-0.25878921151161194
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | ```
Traceback (most recent call last):
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 791, in move
os.rename(src, real_dst)
FileExistsError: [WinError 183] Eine Datei kann nicht erstellt werden, wenn sie bereits vorhanden ist: 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\tmpx9fl_jg8' -> 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\cache-9b4f203a63742dfc.arrow'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 116, in spawn_main
exitcode = _main(fd, parent_sentinel)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 125, in _main
prepare(preparation_data)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 236, in prepare
_fixup_main_from_path(data['init_main_from_path'])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
return _run_module_code(code, init_globals, run_name,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\cvtrain.py", line 243, in <module>
common_voice_train = common_voice_train.map(remove_special_characters, remove_columns=["sentence"])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1339, in map
return self._map_single(
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 203, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1646, in _map_single
shutil.move(tmp_file.name, cache_file_name)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 805, in move
copy_function(src, real_dst)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 435, in copy2
copyfile(src, dst, follow_symlinks=follow_symlinks)
0%| | 0/27771 [00:00<?, ?ex/s]
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 264, in copyfile
with open(src, 'rb') as fsrc, open(dst, 'wb') as fdst:
OSError: [Errno 22] Invalid argument: 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\cache-9b4f203a63742dfc.arrow'
```
I was adding freeze support before calling the mapping function like this
if __name__ == '__main__':
freeze_support()
dataset.map(....) | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 224 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
```
Traceback (most recent call last):
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 791, in move
os.rename(src, real_dst)
FileExistsError: [WinError 183] Eine Datei kann nicht erstellt werden, wenn sie bereits vorhanden ist: 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\tmpx9fl_jg8' -> 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\cache-9b4f203a63742dfc.arrow'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 116, in spawn_main
exitcode = _main(fd, parent_sentinel)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 125, in _main
prepare(preparation_data)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 236, in prepare
_fixup_main_from_path(data['init_main_from_path'])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\multiprocess\spawn.py", line 287, in _fixup_main_from_path
main_content = runpy.run_path(main_path,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 265, in run_path
return _run_module_code(code, init_globals, run_name,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\runpy.py", line 87, in _run_code
exec(code, run_globals)
File "F:\Codes\Python Apps\asr\cvtrain.py", line 243, in <module>
common_voice_train = common_voice_train.map(remove_special_characters, remove_columns=["sentence"])
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1339, in map
return self._map_single(
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 203, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\site-packages\datasets\arrow_dataset.py", line 1646, in _map_single
shutil.move(tmp_file.name, cache_file_name)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 805, in move
copy_function(src, real_dst)
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 435, in copy2
copyfile(src, dst, follow_symlinks=follow_symlinks)
0%| | 0/27771 [00:00<?, ?ex/s]
File "C:\Users\flozi\anaconda3\envs\wav2vec\lib\shutil.py", line 264, in copyfile
with open(src, 'rb') as fsrc, open(dst, 'wb') as fdst:
OSError: [Errno 22] Invalid argument: 'D:\\huggingfacecache\\common_voice\\de\\6.1.0\\0041e06ab061b91d0a23234a2221e87970a19cf3a81b20901474cffffeb7869f\\cache-9b4f203a63742dfc.arrow'
```
I was adding freeze support before calling the mapping function like this
if __name__ == '__main__':
freeze_support()
dataset.map(....) | [
-0.012636869214475155,
-0.3874340057373047,
-0.05402319133281708,
0.20228013396263123,
0.13534730672836304,
0.018755413591861725,
0.09084805846214294,
0.0778498724102974,
0.03930342569947243,
0.26125743985176086,
0.011653919704258442,
-0.07170090824365616,
-0.3001479208469391,
-0.07750151306390762,
-0.1249796450138092,
-0.21812854707241058,
0.19933688640594482,
-0.12250100076198578,
0.26984769105911255,
0.3569088578224182,
-0.4530971348285675,
0.5776936411857605,
-0.3369620442390442,
0.217021644115448,
-0.37388259172439575,
-0.017700716853141785,
-0.25014999508857727,
0.6321834325790405,
0.3016950488090515,
-0.3766627609729767,
-0.040992818772792816,
-0.3141250014305115,
0.11254693567752838,
0.11296816170215607,
-0.00011927905143238604,
-0.0899687111377716,
-0.05254686251282692,
-0.060905393213033676,
0.36525893211364746,
0.29030704498291016,
0.26863518357276917,
0.07078459858894348,
-0.14726832509040833,
0.015484119765460491,
0.2896392047405243,
0.28881239891052246,
-0.006915810983628035,
-0.11513624340295792,
0.5103620886802673,
0.31089770793914795,
0.09642800688743591,
0.2305842489004135,
0.21015775203704834,
0.005321024917066097,
-0.2566917836666107,
-0.3280826508998871,
-0.04261619225144386,
0.326569139957428,
0.42580902576446533,
-0.32970499992370605,
0.12852983176708221,
0.20436963438987732,
-0.2732006907463074,
-0.03468635305762291,
-0.468979150056839,
0.06657116115093231,
0.4387372136116028,
-0.5151545405387878,
0.11645777523517609,
-0.03513195365667343,
-0.2860218584537506,
-0.12608817219734192,
0.14040261507034302,
-0.029868533834815025,
0.16665183007717133,
-0.7686855792999268,
0.055099211633205414,
0.15801897644996643,
-0.3607049584388733,
0.09105204045772552,
-0.10800245404243469,
0.0767953097820282,
-0.010495186783373356,
-0.18621356785297394,
0.21114450693130493,
-0.000812358979601413,
-0.019245121628046036,
0.15762171149253845,
0.2552620768547058,
0.20312975347042084,
-0.3922748565673828,
0.3448496460914612,
-0.08371663838624954,
0.08033531904220581,
-0.5561099648475647,
0.07550713419914246,
0.003969731740653515,
0.3153909742832184,
-0.2706429064273834,
-0.20754709839820862,
-0.07142732292413712,
0.03568291664123535,
0.23246240615844727,
0.12227529287338257,
0.023068120703101158,
-0.004825729876756668,
0.051710765808820724,
-0.6401054263114929,
0.18031500279903412,
-0.23319530487060547,
-0.026500243693590164,
-0.014605391770601273,
-0.07061322778463364,
-0.6683463454246521,
0.15157440304756165,
0.45149990916252136,
0.23569568991661072,
-0.11434102803468704,
-0.3852734863758087,
0.08358819782733917,
-0.03057652711868286,
0.2230825424194336,
0.35938143730163574,
0.35459768772125244,
0.30320635437965393,
0.7514014840126038,
0.004298481158912182,
0.20045043528079987,
-0.4899941086769104,
0.11667034029960632,
0.07200659066438675,
0.13231660425662994,
-0.2918377220630646,
0.3349354863166809,
0.21567709743976593,
-0.023937955498695374,
0.13697253167629242,
0.16431115567684174,
0.36012378334999084,
-0.33163222670555115,
-0.1411789059638977,
-0.13079173862934113,
-0.16646263003349304,
0.20332682132720947,
0.07661231607198715,
0.1889307200908661,
0.03789935261011124,
0.05539349094033241,
0.021618962287902832,
0.008960576727986336,
-0.27764222025871277,
-0.41423311829566956,
-0.15737220644950867,
0.05475109443068504,
0.3095563054084778,
0.44905102252960205,
0.3361924886703491,
-0.04047887399792671,
0.33493858575820923,
-0.24009902775287628,
-0.08122986555099487,
-0.327994704246521,
-0.3805382251739502,
-0.3011348247528076,
0.0936461016535759,
0.3241678774356842,
-0.006685893051326275,
0.2289617657661438,
0.32743605971336365,
-0.06843432039022446,
0.10324379801750183,
0.29708364605903625,
0.2495611608028412,
-0.17600499093532562,
-0.19116461277008057,
-0.036477070301771164,
-0.24467961490154266,
-0.36508312821388245,
0.10489155352115631,
0.046758927404880524,
-0.08037275075912476,
0.06395852565765381,
0.3371143639087677,
-0.10187892615795135,
-0.05242566391825676,
-0.3592815101146698,
0.4140968322753906,
-0.25768059492111206,
-0.09189727157354355,
0.17716965079307556,
-0.21552732586860657,
0.06012125685811043,
-0.20368583500385284,
0.021024640649557114,
-0.16435681283473969,
-0.09897583723068237,
-0.09986385703086853,
-0.007844656705856323,
0.22196179628372192,
0.09708134829998016,
0.07694358378648758,
0.28898191452026367,
0.14347435534000397,
0.02591455727815628,
0.08733189851045609,
-0.23889948427677155,
-0.22752924263477325,
0.19199103116989136,
-0.19814051687717438,
0.06895006448030472,
0.2805078327655792,
0.13109135627746582,
0.12735675275325775,
0.22483621537685394,
-0.24679003655910492,
-0.39682629704475403,
0.04776405170559883,
-0.01436799205839634,
0.18686383962631226,
-0.1970895230770111,
0.008471244014799595,
0.5062978267669678,
0.016517026349902153,
-0.09495776891708374,
-0.20396094024181366,
-0.16960479319095612,
-0.36016714572906494,
-0.3072245419025421,
-0.15498116612434387,
0.32382819056510925,
0.18394581973552704,
0.0657489076256752,
0.13096266984939575,
0.3159966766834259,
0.07974565029144287,
-0.04097145423293114,
-0.14927345514297485,
0.00901510939002037,
0.09806624054908752,
-0.15741316974163055,
0.10815078765153885,
-0.03865344822406769,
0.13153168559074402,
-0.21997947990894318,
0.48345980048179626,
0.15237480401992798,
-0.09314700216054916,
0.40092411637306213,
-0.18080250918865204,
0.12606948614120483,
0.12157713621854782,
0.10767269134521484,
0.27945560216903687,
0.14026831090450287,
0.4186379909515381,
0.07216665893793106,
0.07829984277486801,
-0.41594231128692627,
-0.22578555345535278,
0.09540776908397675,
0.11772434413433075,
0.09038755297660828,
-0.0744839608669281,
0.04602605849504471,
-0.10725878924131393,
0.10496996343135834,
-0.09480209648609161,
-0.35879263281822205,
0.7520033717155457,
0.027898389846086502,
-0.045959580689668655,
0.3025045692920685,
-0.33547449111938477,
-0.1355491727590561,
0.2962964177131653,
0.027977634221315384,
0.12415388226509094,
0.21673746407032013,
-0.13887934386730194,
-0.00013515456521417946,
-0.09641246497631073,
-0.16872145235538483,
-0.0449955016374588,
-0.007134836167097092,
-0.40664759278297424,
-0.024321677163243294,
-0.02486449107527733,
0.5111110806465149,
-0.3909212350845337,
-0.41352933645248413,
-0.13593319058418274,
-0.20262563228607178,
-0.00860525481402874,
0.4150254726409912,
-0.08834782242774963,
0.025290030986070633,
0.000980391283519566,
-0.0015357636148110032,
0.02864150144159794,
0.31899651885032654,
0.06606950610876083,
0.024309536442160606,
-0.10141326487064362,
-0.08528723567724228,
0.3036763072013855,
-0.16883566975593567,
0.1168227419257164,
0.22834782302379608,
0.0036366889253258705,
0.09864282608032227,
0.021066902205348015,
0.030096029862761497,
-0.04242369532585144,
0.3005990982055664,
0.11826571822166443,
0.1036488339304924,
0.16139858961105347,
-0.4868728816509247,
0.22387659549713135,
-0.32424256205558777,
0.1113818809390068,
0.15318900346755981,
0.09359335154294968,
-0.3151870369911194,
-0.27492883801460266,
-0.020556733012199402,
-0.43933528661727905,
-0.29004788398742676,
0.13684691488742828,
-0.2023090273141861,
0.1643986850976944,
-0.16015580296516418,
-0.06264238059520721,
0.1890595555305481,
0.14491042494773865,
0.005138718523085117,
-0.13388803601264954,
0.13562235236167908,
-0.09229148924350739,
-0.21089589595794678,
-0.040601979941129684,
0.07500919699668884,
0.1215820237994194,
0.0531439408659935,
-0.22957147657871246,
-0.09803266078233719,
-0.4399690330028534,
-0.035189785063266754,
-0.025090079754590988,
-0.018610596656799316,
0.11209399998188019,
0.43570107221603394,
0.23803654313087463,
-0.14818847179412842,
0.07480336725711823,
-0.1058741882443428,
0.1633777767419815,
0.039649296551942825,
0.11932655423879623,
0.14622889459133148,
0.0730903297662735,
-0.14291569590568542,
0.4496085047721863,
0.6301868557929993,
0.1540600061416626,
0.3096243143081665,
0.06989497691392899,
0.07270311564207077,
0.0026801773346960545,
-0.2179090678691864,
0.14456707239151,
-0.377972811460495,
-0.07185699045658112,
0.18210510909557343,
0.15124079585075378,
-0.09807740896940231,
-0.30834510922431946,
0.264295369386673,
-0.3675011098384857,
-0.21951766312122345,
0.15370896458625793,
0.10103439539670944,
0.21805788576602936,
-0.34576672315597534,
-0.037908364087343216,
0.20319266617298126,
0.05309377238154411,
-0.07012034952640533,
0.2888403832912445,
-0.24505533277988434,
-0.24834692478179932,
-0.14415326714515686,
-0.41032329201698303,
-0.48016464710235596,
0.5223152041435242,
0.1933966428041458,
0.5758063793182373,
-0.030214669182896614,
-0.2190847396850586,
-0.10334853827953339,
-0.2501755952835083,
0.9639763236045837,
-0.09104815125465393,
-0.261395663022995,
0.18803921341896057,
0.25212013721466064,
0.06966230273246765,
-0.14966249465942383,
-0.2106928676366806,
0.2268151044845581,
0.1498950719833374,
-0.012071632780134678,
0.18206599354743958,
-0.10185128450393677,
0.0908237099647522,
-0.006484534125775099,
-0.16290640830993652,
-0.06515444815158844,
-0.36942705512046814,
-0.23092278838157654,
-0.06250842660665512,
0.1814618706703186,
-0.02265068143606186,
0.09202423691749573,
-0.40597862005233765,
0.10616835951805115,
0.2339819371700287,
-0.17395012080669403,
0.20424652099609375,
-0.011072684079408646,
0.10493990778923035,
0.019306007772684097,
0.15222972631454468,
-0.17002840340137482,
0.30723005533218384,
-0.30976274609565735,
0.04766533151268959,
-0.27910345792770386,
-0.013028878718614578,
0.20116116106510162,
0.013235460966825485,
0.3436419665813446,
0.5690303444862366,
0.09851355850696564,
-0.04794047772884369,
-0.2560603618621826,
0.49189114570617676,
-0.29009002447128296,
-0.11554695665836334,
0.3786417543888092,
0.16696278750896454,
0.12300221621990204,
0.30545133352279663,
0.23701941967010498,
0.06819479167461395,
-0.18518082797527313,
0.4037948548793793,
-0.07326999306678772,
-0.17303113639354706,
-0.03462063521146774,
0.14394937455654144,
1.008262038230896,
0.0659664049744606,
0.14274026453495026,
0.08594924211502075,
-0.36622411012649536,
-0.012762452475726604,
0.0989537313580513,
0.2966795563697815,
-0.18210472166538239,
-0.15071073174476624,
0.0772671028971672,
-0.016413001343607903,
0.15283766388893127,
-0.08372663706541061,
-0.3051033318042755,
0.5029764771461487,
0.23730827867984772,
-0.24550847709178925,
-0.18257573246955872,
-0.2811403274536133,
-0.10204561054706573,
-0.35253557562828064,
-0.015313851647078991,
0.014994059689342976,
0.016747433692216873,
-0.049151524901390076,
-0.2428884506225586,
0.21792729198932648,
0.45799893140792847,
-0.3275730013847351,
-0.5520533323287964,
0.09704332053661346,
-0.3538520634174347,
0.1254422962665558,
-0.1017712876200676,
0.15601588785648346,
-0.014572870917618275,
0.3209182024002075,
0.26058852672576904,
-0.20928256213665009,
-0.1403919756412506,
0.0680805891752243,
0.421048641204834,
-0.027565477415919304,
-0.052523039281368256,
-0.018616190180182457,
-0.04601126164197922,
-0.07147127389907837,
-0.20839692652225494,
0.23694607615470886,
-0.2361135333776474,
0.0567135326564312,
-0.4017176926136017,
0.29216495156288147,
0.18183377385139465,
0.19818393886089325,
-0.13079917430877686,
0.23023031651973724,
-0.09914597868919373,
-0.15831124782562256,
0.06418374180793762,
0.0171107929199934,
-0.43643301725387573,
0.38845792412757874,
-0.6675553321838379,
-0.17212356626987457,
0.022979112342000008,
0.09336204826831818,
-0.15144531428813934,
-0.2183888554573059,
0.2554525136947632,
0.2942562997341156,
-0.04138125479221344,
-0.16204626858234406,
-0.06785944104194641,
-0.5027356147766113,
-0.2437485307455063,
-0.023828737437725067,
0.49969929456710815,
-0.18137578666210175,
0.2660714387893677,
-0.1820060908794403,
0.1536480337381363,
0.06845928728580475,
0.04829173907637596,
-0.45309486985206604,
-0.16922788321971893,
0.04136035591363907,
-0.10644222795963287,
0.12756982445716858,
-0.11533350497484207,
0.013379513286054134,
0.09076856821775436,
0.029496682807803154,
-0.23644624650478363,
-0.050363123416900635,
-0.18196983635425568,
0.06837556511163712,
0.13643978536128998,
-0.25668561458587646,
0.06240157037973404,
0.2216247171163559,
0.053017232567071915,
0.35496506094932556,
-0.3132789134979248,
-0.09963829815387726,
0.04404662549495697,
0.09952183067798615,
-0.15422841906547546,
-0.06049153953790665,
0.13130763173103333,
0.1940496861934662,
0.06775965541601181,
-0.03679129108786583,
0.1209663450717926,
0.08614306151866913,
-0.20975318551063538,
0.0010942397639155388,
-0.15691614151000977,
0.3232281506061554,
0.19265933334827423,
0.22625379264354706,
-0.15206588804721832,
0.41062647104263306,
0.18054558336734772,
0.0026900682132691145,
-0.022474026307463646,
-0.058979108929634094,
0.03023560903966427,
0.02380446344614029,
-0.07920374721288681,
-0.20040112733840942,
-0.17166069149971008,
-0.04448989778757095,
-0.41749107837677,
-0.23035581409931183,
0.2337728589773178,
0.41215407848358154,
-0.11317203938961029,
0.268948495388031,
0.35899701714515686,
0.14175944030284882,
-0.15087459981441498,
0.13509373366832733,
-0.10227130353450775,
-0.2268357276916504,
-0.1545638144016266,
0.30986741185188293,
0.08775242418050766,
-0.4268260896205902,
0.4017515778541565,
0.10556931793689728,
0.20371468365192413,
-0.34656697511672974,
-0.3353351950645447,
0.1248306930065155,
0.2816445827484131,
0.1435779184103012,
0.020687805488705635,
-0.09542351216077805,
0.13402776420116425,
0.4247790575027466,
-0.22974851727485657,
0.1962563693523407,
-0.42189276218414307,
0.24813605844974518,
0.06723014265298843,
-0.22359901666641235,
-0.27069535851478577,
0.18429136276245117,
-0.3110419511795044,
0.44558218121528625,
-0.2803735136985779,
0.513736367225647,
-0.7224975824356079,
-0.37786993384361267,
-0.2943166196346283,
0.36820876598358154,
-0.1851387619972229,
-0.18656103312969208,
0.17712606489658356,
0.05981266871094704,
-0.03879399970173836,
0.10012998431921005,
0.2823716104030609,
-0.0009697821806184947,
0.5339972972869873,
0.1389389932155609,
-0.1150980070233345,
-0.12583638727664948,
-0.5283543467521667,
0.21127133071422577,
0.0618758462369442,
-0.18728190660476685,
0.3285214304924011,
0.6931875944137573,
-0.0739360824227333,
-0.15328072011470795,
0.0762573704123497,
0.5918377041816711,
0.35020899772644043,
-0.6384212970733643,
0.08129099011421204,
0.14673258364200592,
0.1946178525686264,
0.026822444051504135,
0.15086078643798828,
0.1952531784772873,
0.2628798484802246,
-0.00851201917976141,
-0.001749359886161983,
-0.08430716395378113,
-0.15174585580825806,
0.23414719104766846,
0.2114395946264267,
0.21196997165679932,
0.303663045167923,
-0.18037506937980652,
-0.10488388687372208,
0.007672976702451706,
0.17847904562950134,
-0.6597291827201843,
0.09432962536811829,
0.046705905348062515,
-0.41224101185798645,
0.022911811247467995,
0.15297794342041016,
0.0503074936568737,
0.0459030456840992,
0.4579343795776367,
-0.0373268686234951,
0.2521837055683136,
-0.2265128344297409,
-0.24710604548454285,
-0.34947025775909424,
0.0012820485280826688,
0.23407107591629028,
0.03216852620244026,
-0.2694213092327118,
-0.1398392915725708,
0.006718120072036982,
0.17224851250648499,
-0.009175990708172321,
0.0029838772024959326,
0.33016133308410645,
0.5812102556228638,
-0.5686639547348022,
0.3625003397464752,
0.4213238060474396,
-0.023312075063586235,
0.3072621524333954,
-0.4077702760696411,
0.21793419122695923,
0.06598157435655594,
-0.01849406212568283,
-0.11867955327033997,
0.2612796425819397,
-0.21286119520664215,
0.30406033992767334,
0.14489153027534485,
0.11290527135133743,
0.1531752496957779,
-0.04027006775140762,
-0.1507805585861206,
-0.06879057735204697,
0.25660356879234314,
0.26632291078567505,
-0.36583784222602844,
0.18593889474868774,
0.10334736853837967,
-0.37215471267700195,
-0.06252796947956085,
-0.06904516369104385,
0.02885328233242035,
0.15285465121269226,
0.13545803725719452,
-0.22018279135227203,
0.10538973659276962,
0.07798704504966736,
0.11020786315202713,
0.10673364251852036,
0.4693092703819275,
0.031338825821876526,
0.17244938015937805,
-0.296508252620697,
-0.10135199874639511,
0.2214188575744629,
-0.20226816833019257,
-0.23846332728862762,
-0.18935348093509674,
0.5010423064231873,
-0.45496293902397156,
0.048311714082956314,
-0.24511505663394928,
0.006587442941963673,
-0.04835661128163338,
0.12495309859514236,
-0.6412272453308105,
0.2450706660747528,
-0.3631627559661865,
-0.7568082213401794,
0.11770721524953842,
-0.18736600875854492,
0.17633523046970367,
-0.12206461280584335,
0.3575660288333893,
-0.1268753856420517
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | Usually OSError of an arrow file on windows means that the file is currently opened as a dataset object, so you can't overwrite it until the dataset object falls out of scope.
Can you make sure that there's no dataset object that loaded the `cache-9b4f203a63742dfc.arrow` file ? | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 47 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
Usually OSError of an arrow file on windows means that the file is currently opened as a dataset object, so you can't overwrite it until the dataset object falls out of scope.
Can you make sure that there's no dataset object that loaded the `cache-9b4f203a63742dfc.arrow` file ? | [
-0.30129924416542053,
-0.2888678014278412,
-0.08387667685747147,
0.19855473935604095,
0.024326423183083534,
-0.05253223329782486,
0.06525416672229767,
-0.014697358012199402,
0.08489970862865448,
0.2829810678958893,
0.17037898302078247,
0.26384225487709045,
-0.31195977330207825,
-0.10786546766757965,
-0.3288581967353821,
-0.15838070213794708,
0.006989423651248217,
-0.002036919118836522,
0.138229101896286,
0.2635192573070526,
-0.4521367847919464,
0.44120141863822937,
-0.2616141438484192,
0.29266220331192017,
-0.3932662010192871,
-0.21155256032943726,
-0.13868080079555511,
0.44381600618362427,
0.06617673486471176,
-0.47869253158569336,
0.0005651251412928104,
-0.41433781385421753,
0.17441757023334503,
0.18706491589546204,
-0.0001159315143013373,
-0.0684332326054573,
0.042629752308130264,
0.040809061378240585,
0.2628766894340515,
0.208753302693367,
0.2227456271648407,
-0.04345017299056053,
0.08066362887620926,
-0.06293731927871704,
0.3600696623325348,
0.12845177948474884,
-0.02072729915380478,
-0.12253962457180023,
0.4598214328289032,
0.43920236825942993,
0.1687345802783966,
0.29018324613571167,
0.1781139373779297,
0.09790652990341187,
-0.15735600888729095,
-0.3354214131832123,
-0.10237160325050354,
0.24539096653461456,
0.3822476863861084,
-0.22057616710662842,
0.02419128455221653,
0.23575682938098907,
-0.1961411088705063,
0.14148011803627014,
-0.3374691903591156,
-0.07671312987804413,
0.4196666479110718,
-0.45340898633003235,
0.10919998586177826,
-0.03032263182103634,
0.08269156515598297,
-0.14161941409111023,
0.20353521406650543,
0.07132481038570404,
0.0753626599907875,
-0.8428001999855042,
0.07274410873651505,
0.2241641730070114,
-0.3516499102115631,
0.02347494848072529,
0.09541938453912735,
-0.072295181453228,
-0.12136693298816681,
-0.08558924496173859,
0.074518121778965,
0.007409076206386089,
0.0226394422352314,
0.21464690566062927,
0.2442716658115387,
0.21441303193569183,
-0.09972243010997772,
0.3688187301158905,
-0.1694299578666687,
0.07757679373025894,
-0.47251924872398376,
0.12558382749557495,
-0.1103658527135849,
0.10668707638978958,
-0.29169613122940063,
-0.035225626081228256,
0.13700945675373077,
0.16704489290714264,
0.19984915852546692,
0.2073926478624344,
0.2034580409526825,
-0.06746512651443481,
0.09277313202619553,
-0.5522867441177368,
0.11399774998426437,
-0.4261641800403595,
-0.16623447835445404,
-0.07750456035137177,
-0.058307599276304245,
-0.6734820008277893,
0.38656896352767944,
0.38237878680229187,
0.28394171595573425,
-0.10320375114679337,
-0.30831772089004517,
0.1988818347454071,
-0.012898366898298264,
0.1473652422428131,
0.22528177499771118,
0.22565704584121704,
0.32581400871276855,
0.7511106729507446,
0.017836391925811768,
0.1931522935628891,
-0.5615141987800598,
0.10340653359889984,
0.12310365587472916,
0.07905402779579163,
-0.3985128104686737,
0.14476116001605988,
0.18248848617076874,
0.006603584159165621,
0.19230197370052338,
-0.013763641007244587,
0.2352592796087265,
-0.27884772419929504,
0.006942886859178543,
-0.22928529977798462,
-0.058315012603998184,
0.23405839502811432,
0.1257648766040802,
0.24750979244709015,
0.04950322210788727,
0.09672928601503372,
0.047914423048496246,
0.32630255818367004,
-0.4066797196865082,
-0.4346698522567749,
-0.21207134425640106,
0.0855833888053894,
0.3318752944469452,
0.3249841034412384,
0.1921972632408142,
-0.12621533870697021,
0.2943272292613983,
-0.23135411739349365,
0.03850724920630455,
-0.4561122953891754,
-0.2042524218559265,
-0.36382293701171875,
-0.09649159759283066,
0.20224840939044952,
-0.19777004420757294,
0.27080923318862915,
0.1846262365579605,
-0.06089223548769951,
0.15179277956485748,
0.4130901098251343,
0.10462124645709991,
-0.225947767496109,
-0.17287304997444153,
0.07342401891946793,
0.02104899473488331,
-0.11634408682584763,
-0.1803102046251297,
0.059247829020023346,
-0.13591401278972626,
-0.12486305832862854,
0.1888769567012787,
0.08124233037233353,
-0.032982878386974335,
-0.14429166913032532,
0.2504727840423584,
-0.1793408840894699,
-0.049213096499443054,
0.13649289309978485,
-0.26023298501968384,
0.15887299180030823,
-0.26080048084259033,
0.08281014114618301,
0.015311443246901035,
-0.26961883902549744,
0.0008567012846469879,
-0.3050088882446289,
0.31336668133735657,
0.09782563149929047,
-0.01985374093055725,
0.334205687046051,
0.2149972766637802,
-0.049285925924777985,
0.11614365130662918,
-0.2854295074939728,
-0.0591481551527977,
0.036108460277318954,
-0.1702708750963211,
-0.009401022456586361,
0.14694459736347198,
0.15020063519477844,
0.18286271393299103,
0.3816407024860382,
-0.2632250487804413,
-0.27833640575408936,
0.061717916280031204,
-0.08594878762960434,
0.08824934810400009,
-0.22278627753257751,
-0.09870129078626633,
0.4120548665523529,
0.014545108191668987,
-0.09103576838970184,
-0.09435051679611206,
-0.047129660844802856,
-0.3684728443622589,
-0.39643338322639465,
-0.16426196694374084,
0.22398065030574799,
0.08592499047517776,
0.1844969540834427,
-0.025565115734934807,
0.2649831771850586,
0.07452993839979172,
-0.17389217019081116,
-0.12687121331691742,
0.0038355058059096336,
0.1243375688791275,
-0.4475923478603363,
0.14770163595676422,
0.12275901436805725,
0.07949630171060562,
-0.14095483720302582,
0.4905475974082947,
0.1705707162618637,
-0.001153280958533287,
0.29867908358573914,
-0.12566448748111725,
0.26198381185531616,
0.12337607145309448,
0.15302367508411407,
0.10671214759349823,
0.17652569711208344,
0.5011742115020752,
-0.011042958125472069,
0.017214497551321983,
-0.30966153740882874,
-0.2230343371629715,
0.06120994687080383,
0.3033377528190613,
0.17092560231685638,
0.08340921998023987,
0.04709259793162346,
-0.3043575882911682,
0.2167905867099762,
-0.024833546951413155,
-0.28645777702331543,
0.6092157363891602,
0.09398174285888672,
-0.048090290278196335,
0.23173001408576965,
-0.3734011650085449,
-0.10235244780778885,
0.2643333971500397,
0.0958670824766159,
0.22973372042179108,
0.16502085328102112,
-0.14047116041183472,
-0.063990518450737,
-0.173015758395195,
-0.2523159086704254,
-0.17248179018497467,
0.09481576085090637,
-0.3047889173030853,
0.1145610585808754,
-0.10763086378574371,
0.47116345167160034,
-0.43640172481536865,
-0.5715089440345764,
-0.021258754655718803,
-0.22871722280979156,
0.09436578303575516,
0.30823636054992676,
-0.06786030530929565,
0.008179329335689545,
-0.10764453560113907,
-0.0429232157766819,
0.19493789970874786,
0.20072178542613983,
0.20717954635620117,
-0.14502380788326263,
-0.15353737771511078,
-0.05266890302300453,
0.34196025133132935,
-0.15405234694480896,
0.2248850166797638,
0.27569353580474854,
0.19287388026714325,
-0.02504999190568924,
0.18333573639392853,
-0.0884314477443695,
0.14626836776733398,
0.08712272346019745,
0.0022805731277912855,
0.148971825838089,
0.024493131786584854,
-0.4572964012622833,
0.1740277111530304,
-0.47381988167762756,
0.09655307978391647,
0.18646292388439178,
0.12732577323913574,
-0.27302485704421997,
-0.1548936367034912,
-0.16576062142848969,
-0.4591583013534546,
-0.37351372838020325,
0.11616943031549454,
-0.13510137796401978,
0.32599136233329773,
-0.17248861491680145,
0.16580747067928314,
0.18881477415561676,
0.2840825021266937,
-0.11599746346473694,
-0.04642898961901665,
0.2811429798603058,
0.027478903532028198,
-0.2755480110645294,
-0.20810003578662872,
0.1801069974899292,
0.12718495726585388,
0.0716017335653305,
-0.06430458277463913,
-0.25952741503715515,
-0.28461337089538574,
-0.08324054628610611,
0.10085972398519516,
-0.13801905512809753,
0.2387012094259262,
0.4770815670490265,
0.23136308789253235,
-0.19337019324302673,
0.1174178272485733,
-0.09190362691879272,
0.04584566503763199,
-0.07040195167064667,
0.1200021281838417,
0.20528177917003632,
0.2294619083404541,
-0.2155587077140808,
0.6325455904006958,
0.45821473002433777,
0.030792642384767532,
0.36804255843162537,
0.12409819662570953,
0.06560204178094864,
0.002461375668644905,
-0.16062425076961517,
0.09120121598243713,
-0.4899177551269531,
-0.0612870529294014,
0.15343546867370605,
0.12727053463459015,
-0.3257686197757721,
-0.19799882173538208,
0.3006589412689209,
-0.3699682652950287,
-0.17699283361434937,
0.2430410534143448,
-0.1569904088973999,
0.044219501316547394,
-0.25517788529396057,
-0.02871517837047577,
0.002401688601821661,
0.13843537867069244,
0.02759499102830887,
0.13333916664123535,
-0.2377859205007553,
-0.21519023180007935,
-0.09155222028493881,
-0.4752037823200226,
-0.4621415436267853,
0.4245853126049042,
0.05956801772117615,
0.5636223554611206,
0.12640798091888428,
-0.23057588934898376,
-0.05311911553144455,
-0.37051764130592346,
0.6991210579872131,
-0.03580358624458313,
-0.27617526054382324,
0.21325010061264038,
0.2402896136045456,
-0.24655267596244812,
-0.15890629589557648,
-0.26129618287086487,
0.446898490190506,
0.020823530852794647,
-0.06128435954451561,
0.2832244038581848,
-0.051398780196905136,
-0.03357851505279541,
-0.047533631324768066,
-0.2228849083185196,
-0.049200549721717834,
-0.3412731885910034,
-0.3061119616031647,
-0.08095235377550125,
0.257222443819046,
0.012558521702885628,
0.037871479988098145,
-0.34426167607307434,
0.09753583371639252,
-0.06850593537092209,
-0.1439991593360901,
0.051186397671699524,
-0.14449837803840637,
0.21843138337135315,
-0.2485879510641098,
0.0626942589879036,
-0.2141583412885666,
0.529619038105011,
0.09320750087499619,
0.24484066665172577,
-0.1684689223766327,
0.01716858707368374,
0.3049793839454651,
-0.162438303232193,
0.31078779697418213,
0.3642147481441498,
0.15948623418807983,
0.03423358127474785,
-0.3147220015525818,
0.4139232933521271,
-0.07657475769519806,
-0.1969519853591919,
0.2822989523410797,
0.2887897491455078,
0.09021500498056412,
0.3220940828323364,
0.419308066368103,
0.16124242544174194,
-0.09387314319610596,
0.6326378583908081,
-0.1404518038034439,
-0.015639202669262886,
0.14913205802440643,
0.157280832529068,
0.9113286733627319,
0.042601071298122406,
0.15453876554965973,
0.05791611224412918,
-0.5945174694061279,
-0.09509853273630142,
-0.03423978015780449,
0.26792535185813904,
-0.2766171991825104,
-0.12284436821937561,
0.06868378818035126,
-0.12800025939941406,
0.10484953224658966,
0.011140620335936546,
-0.25436103343963623,
0.33146417140960693,
0.12192118167877197,
-0.3869191110134125,
-0.09594215452671051,
-0.2051418423652649,
-0.0687396228313446,
-0.20717324316501617,
0.045601390302181244,
0.058028608560562134,
0.07268352061510086,
-0.08642462641000748,
-0.22334492206573486,
0.13298113644123077,
0.3250889480113983,
-0.37294334173202515,
-0.48273053765296936,
0.023227626457810402,
-0.43377256393432617,
0.1745924949645996,
0.022566532716155052,
-0.08600065112113953,
0.06891530752182007,
0.34635302424430847,
0.09829128533601761,
-0.24056200683116913,
-0.17299288511276245,
0.00995191466063261,
0.6274529695510864,
-0.18285059928894043,
-0.0542270764708519,
-0.04066090285778046,
0.078837551176548,
-0.13679921627044678,
-0.2635420560836792,
0.43349987268447876,
-0.18024414777755737,
-0.21502059698104858,
-0.09455466270446777,
0.3497394919395447,
0.12785515189170837,
0.2987190783023834,
-0.12525001168251038,
0.12567590177059174,
-0.15283766388893127,
-0.1978929191827774,
0.1009083017706871,
0.1182359904050827,
-0.4216093420982361,
0.5439647436141968,
-0.35333511233329773,
-0.20441286265850067,
0.059051234275102615,
0.00022587610874325037,
-0.0594802051782608,
-0.03573912754654884,
0.31624636054039,
0.26560407876968384,
-0.15355563163757324,
-0.2551203966140747,
-0.07012736797332764,
-0.19492124021053314,
-0.2966146171092987,
-0.07747244834899902,
0.3323433995246887,
-0.14654022455215454,
0.3233775198459625,
-0.27384331822395325,
0.19832076132297516,
0.18776744604110718,
-0.14367267489433289,
-0.3700410723686218,
-0.28904151916503906,
0.024123571813106537,
-0.14047199487686157,
0.12582194805145264,
-0.1296694427728653,
-0.20566865801811218,
0.1324048787355423,
0.12876707315444946,
-0.28371596336364746,
0.1001468226313591,
-0.14400674402713776,
0.05192948505282402,
0.02020896226167679,
-0.24936680495738983,
-0.03263535723090172,
0.2872551679611206,
0.0353032648563385,
0.28213247656822205,
-0.3100242614746094,
-0.1693078577518463,
0.12928058207035065,
0.06830286234617233,
-0.10674866288900375,
-0.11516501009464264,
0.10554715991020203,
0.043219294399023056,
0.06281697750091553,
0.04557642713189125,
0.003349484410136938,
0.013754844665527344,
-0.3649229407310486,
0.04643338918685913,
0.05917531996965408,
0.16977941989898682,
0.04442892223596573,
0.34812131524086,
-0.20076115429401398,
0.5282027125358582,
0.07793102413415909,
0.09939126670360565,
0.09371022880077362,
-0.02859792485833168,
0.06635570526123047,
-0.016921227797865868,
-0.10503754019737244,
-0.21671296656131744,
-0.23096448183059692,
-0.25782880187034607,
-0.34219688177108765,
-0.2438056617975235,
0.36170679330825806,
0.39173126220703125,
-0.14032985270023346,
0.22375550866127014,
0.3442854881286621,
0.19312909245491028,
-0.1998019814491272,
0.03414690122008324,
-0.03579338639974594,
-0.15095572173595428,
-0.059453144669532776,
0.30080899596214294,
0.19468198716640472,
-0.47322559356689453,
0.3133518397808075,
0.07270433008670807,
-0.00998779945075512,
-0.33097538352012634,
-0.3665045499801636,
0.14886939525604248,
0.17790581285953522,
0.03204634040594101,
0.0983874499797821,
-0.05027461424469948,
0.16279008984565735,
0.4160142242908478,
-0.13464593887329102,
0.2728448808193207,
0.022547828033566475,
0.05025266483426094,
-0.1894930899143219,
-0.22025470435619354,
-0.3502289056777954,
-0.010718250647187233,
-0.21312399208545685,
0.31823670864105225,
-0.09381286054849625,
0.5318553447723389,
-0.47476470470428467,
-0.39784809947013855,
-0.17047534883022308,
0.2244880497455597,
-0.23336851596832275,
-0.12339577823877335,
-0.09333723038434982,
0.01605387218296528,
0.04455392062664032,
0.06838889420032501,
0.2233017086982727,
0.12027381360530853,
0.5587497353553772,
0.20864656567573547,
-0.07056796550750732,
-0.10671425610780716,
-0.26399996876716614,
0.21651200950145721,
-0.03733630105853081,
-0.143595352768898,
0.2602061927318573,
0.44935572147369385,
-0.02698177844285965,
-0.20663611590862274,
0.09954304993152618,
0.5852429866790771,
0.3542617857456207,
-0.7494063973426819,
0.032588519155979156,
0.1679321825504303,
0.12839668989181519,
-0.009752481244504452,
0.06106003373861313,
0.20161281526088715,
0.026462571695446968,
0.13230036199092865,
0.044409774243831635,
-0.1327480524778366,
0.1357133686542511,
0.13487203419208527,
0.25813400745391846,
0.23414237797260284,
-0.019655290991067886,
-0.06106646731495857,
-0.24029292166233063,
0.05297485366463661,
-0.05173293873667717,
-0.5167416334152222,
-0.07342032343149185,
0.31252753734588623,
-0.4496435523033142,
0.007221971172839403,
0.07332555949687958,
0.07023429870605469,
-0.1285080909729004,
0.41875290870666504,
0.23823347687721252,
0.5921287536621094,
-0.18909895420074463,
-0.1917974352836609,
-0.39011305570602417,
0.1620035469532013,
-0.02425108663737774,
-0.08068172633647919,
-0.1342095583677292,
-0.11724091321229935,
0.0287153422832489,
0.18571802973747253,
0.30217766761779785,
0.22622117400169373,
0.4093022048473358,
0.7774031758308411,
-0.7687118053436279,
0.34457772970199585,
0.5484129190444946,
0.016610438004136086,
0.28839659690856934,
-0.4576827883720398,
0.10552966594696045,
0.09821844846010208,
0.070103719830513,
-0.16295604407787323,
0.13609236478805542,
-0.11129635572433472,
0.4854995310306549,
0.40851521492004395,
0.009463240392506123,
0.21908017992973328,
0.045228611677885056,
-0.09948354214429855,
-0.006926306989043951,
0.2882494330406189,
0.15700195729732513,
-0.399882972240448,
0.38992318511009216,
0.15097686648368835,
-0.35302287340164185,
-0.013396219350397587,
-0.038118328899145126,
-0.06989193707704544,
0.02841467782855034,
0.1696024090051651,
-0.0696125477552414,
0.1263616532087326,
0.02309090457856655,
-0.05038788914680481,
0.039020489901304245,
0.35774466395378113,
0.09826899319887161,
0.17866897583007812,
-0.2670299708843231,
0.0021819404792040586,
0.1803813874721527,
-0.0868263989686966,
-0.2147703766822815,
-0.21072612702846527,
0.44495248794555664,
-0.2914396822452545,
0.1601666808128357,
-0.18850240111351013,
-0.1079748347401619,
-0.08246367424726486,
-0.037000954151153564,
-0.7148556709289551,
0.004623265936970711,
-0.3284475803375244,
-0.5302842259407043,
0.09871803969144821,
0.21862436830997467,
0.09924813359975815,
-0.017171604558825493,
0.05487480387091637,
-0.2308286875486374
] |
https://github.com/huggingface/datasets/issues/2067 | Multiprocessing windows error | Now I understand
The error occures because the script got restarted in another thread, so the object is already loaded.
Still don't have an idea why a new thread starts the whole script again | As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop | 34 | Multiprocessing windows error
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2
When using the num_proc argument on windows the whole Python environment crashes and hanging in loop.
For example at the map_to_array part.
An error occures because the cache file already exists and windows throws and error. After this the log crashes into an loop
Now I understand
The error occures because the script got restarted in another thread, so the object is already loaded.
Still don't have an idea why a new thread starts the whole script again | [
-0.17128004133701324,
-0.6625726222991943,
-0.01566753163933754,
0.3150125741958618,
-0.01036785077303648,
-0.025893472135066986,
0.13373900949954987,
-0.13210538029670715,
0.08812709152698517,
0.26714739203453064,
0.23279546201229095,
0.06817088276147842,
-0.1253812611103058,
-0.06737575680017471,
-0.14131850004196167,
-0.09390464425086975,
0.09127548336982727,
-0.017267264425754547,
0.21231791377067566,
0.29248717427253723,
-0.44892242550849915,
0.4319567084312439,
-0.29626134037971497,
0.16190998256206512,
-0.4213714003562927,
-0.030851351097226143,
-0.24378399550914764,
0.5600069761276245,
0.3595535159111023,
-0.46323317289352417,
-0.030815813690423965,
-0.3616604804992676,
0.24211391806602478,
0.13949118554592133,
-0.00012223650992382318,
-0.12079881131649017,
0.0044938731007277966,
0.03348186984658241,
0.42926540970802307,
0.26171156764030457,
0.2565518021583557,
0.12223953008651733,
0.04992825165390968,
-0.0862632617354393,
0.23295561969280243,
0.3592972755432129,
0.12694872915744781,
-0.014465468935668468,
0.4354672431945801,
0.20341283082962036,
0.08138997852802277,
0.3555283844470978,
-0.08576253801584244,
0.005675139836966991,
-0.3969978094100952,
-0.5251871347427368,
0.004693823866546154,
0.2967621088027954,
0.5274705290794373,
-0.3028690218925476,
0.046127256006002426,
0.19458703696727753,
-0.27245113253593445,
0.14175236225128174,
-0.29011067748069763,
-0.05031920596957207,
0.45125484466552734,
-0.47488856315612793,
0.10354065150022507,
-0.04334329813718796,
-0.0536869615316391,
-0.1352439820766449,
0.3585699200630188,
0.0834634080529213,
0.072816863656044,
-0.7990484237670898,
0.010399523191154003,
0.19021640717983246,
-0.25534334778785706,
0.09689976274967194,
0.028348403051495552,
0.017815515398979187,
0.018060101196169853,
-0.2019285410642624,
0.21416911482810974,
-0.08249437063932419,
0.061911117285490036,
0.28003567457199097,
0.146671324968338,
0.5134993195533752,
-0.1706371158361435,
0.2777179479598999,
-0.08766866475343704,
0.0011061892146244645,
-0.3932270407676697,
0.037017572671175,
0.1774584949016571,
0.27754372358322144,
-0.2528110444545746,
-0.09795355051755905,
-0.017656469717621803,
0.1252792924642563,
0.19392195343971252,
0.11671603471040726,
0.2955617606639862,
-0.20593495666980743,
0.09392594546079636,
-0.7193555235862732,
0.2374638319015503,
-0.3886643648147583,
-0.3085559904575348,
-0.12623578310012817,
0.012017606757581234,
-0.472697913646698,
0.554178774356842,
0.43475815653800964,
0.3090137243270874,
0.027784153819084167,
-0.3281404972076416,
0.20836946368217468,
-0.03478758782148361,
0.07830039411783218,
0.1989102065563202,
0.23923350870609283,
0.27338966727256775,
0.7265440821647644,
-0.0037454457487910986,
0.08543793112039566,
-0.6531365513801575,
0.12511149048805237,
0.012079083360731602,
0.07539203017950058,
-0.29277798533439636,
0.21104936301708221,
0.18642733991146088,
-0.08958569169044495,
0.2464868575334549,
0.2471141666173935,
0.20024791359901428,
-0.48917365074157715,
-0.04086149483919144,
-0.1518588811159134,
-0.17923368513584137,
0.21119695901870728,
0.30169764161109924,
0.18575766682624817,
0.029187684878706932,
0.11410000175237656,
-0.016073424369096756,
0.281136691570282,
-0.44623154401779175,
-0.4116551876068115,
-0.10339194536209106,
0.019580388441681862,
0.42111435532569885,
0.4560447633266449,
0.2546275556087494,
-0.18947432935237885,
0.2538909912109375,
-0.2814008891582489,
-0.05441068485379219,
-0.461558073759079,
-0.34251129627227783,
-0.358859121799469,
-0.2177271991968155,
0.3895009160041809,
0.04938234016299248,
0.2522602081298828,
0.30385732650756836,
-0.1281825751066208,
0.031497690826654434,
0.2952197194099426,
0.1101752445101738,
-0.05721332132816315,
-0.2617499828338623,
-0.03749919310212135,
-0.3009829819202423,
-0.25485703349113464,
-0.02529195509850979,
0.13735197484493256,
-0.17252008616924286,
0.05162082985043526,
0.27394163608551025,
0.19592271745204926,
-0.06757013499736786,
-0.2892932593822479,
0.42288967967033386,
-0.36355042457580566,
-0.19169212877750397,
0.19802050292491913,
-0.12816600501537323,
0.2224155068397522,
-0.14051589369773865,
-0.07045969367027283,
0.02859121561050415,
-0.014097164385020733,
0.060058001428842545,
-0.07477851957082748,
0.31666451692581177,
0.06928885728120804,
-0.15563318133354187,
0.22024370729923248,
0.12032324820756912,
0.07674621790647507,
0.14010141789913177,
-0.282357782125473,
-0.1525947004556656,
0.0815182775259018,
-0.14640456438064575,
-0.06481215357780457,
0.40110617876052856,
0.07771138846874237,
0.14141905307769775,
0.27707549929618835,
-0.16337773203849792,
-0.21560551226139069,
-0.02405589073896408,
0.06271393597126007,
-0.11233572661876678,
-0.2868497669696808,
-0.06498400121927261,
0.5646057724952698,
-0.0967252105474472,
-0.15015307068824768,
-0.1792100965976715,
-0.08418504148721695,
-0.35066139698028564,
-0.2286667674779892,
-0.09002584964036942,
0.30979984998703003,
0.30736348032951355,
0.05686642602086067,
0.13225477933883667,
0.2861675024032593,
0.1692415326833725,
-0.19247466325759888,
-0.199947789311409,
-0.004284384660422802,
0.11246100813150406,
-0.2249928116798401,
0.14712955057621002,
-0.09611419588327408,
0.1865074187517166,
-0.34683358669281006,
0.5800675749778748,
0.06727609783411026,
0.013212923891842365,
0.17503593862056732,
-0.09669150412082672,
0.05443885177373886,
0.09182251244783401,
-0.07464873790740967,
0.18072937428951263,
0.17118597030639648,
0.3868529200553894,
0.244477316737175,
-0.09281452000141144,
-0.25726643204689026,
-0.4158340096473694,
0.03375302255153656,
0.21617569029331207,
0.19494670629501343,
0.01531913410872221,
-0.020291265100240707,
-0.15017591416835785,
0.18987268209457397,
-0.18341512978076935,
-0.4330267310142517,
0.7109695672988892,
0.050039567053318024,
-0.22007620334625244,
0.31948965787887573,
-0.39098042249679565,
-0.15995019674301147,
0.1458369791507721,
0.07038461416959763,
0.27382174134254456,
0.18106968700885773,
-0.13378658890724182,
-0.07073501497507095,
-0.16081106662750244,
-0.14083902537822723,
-0.11027118563652039,
0.03100280463695526,
-0.3158796429634094,
0.15465708076953888,
-0.055671099573373795,
0.5288814902305603,
-0.5717418193817139,
-0.29651057720184326,
0.10394492745399475,
-0.14314913749694824,
-0.02625281922519207,
0.47225096821784973,
0.04340948536992073,
-0.16026483476161957,
0.10587956756353378,
-0.008489587344229221,
0.05331951007246971,
0.4678296446800232,
0.23510238528251648,
-0.1078583300113678,
-0.08093730360269547,
-0.14812667667865753,
0.27205225825309753,
-0.265398770570755,
0.26569604873657227,
0.276461660861969,
0.021756386384367943,
0.0874210000038147,
0.11472270637750626,
-0.07549223303794861,
0.0789232850074768,
0.2230226993560791,
0.0363001711666584,
0.13915498554706573,
0.2482609748840332,
-0.3195885419845581,
0.07396132498979568,
-0.331523597240448,
0.16129803657531738,
0.18166203796863556,
0.04053804650902748,
-0.47109338641166687,
-0.19506576657295227,
-0.19011621177196503,
-0.2966618537902832,
-0.045317742973566055,
0.032439738512039185,
-0.16223710775375366,
0.24621596932411194,
-0.2940746545791626,
0.046079881489276886,
0.058027707040309906,
0.3004617989063263,
-0.12975002825260162,
-0.17751064896583557,
0.1552206128835678,
-0.2279866337776184,
-0.1865616887807846,
-0.17709048092365265,
0.240293949842453,
0.09299451112747192,
0.052962206304073334,
-0.24804376065731049,
-0.35085076093673706,
-0.43915116786956787,
-0.03107938915491104,
0.016328664496541023,
-0.09752663969993591,
0.27507540583610535,
0.38727661967277527,
0.17050610482692719,
-0.10096706449985504,
0.05550629273056984,
-0.20206709206104279,
-0.04022863134741783,
-0.02344992198050022,
0.04237433522939682,
0.21113933622837067,
0.2805841565132141,
-0.10635380446910858,
0.3829611539840698,
0.4770342707633972,
0.041404854506254196,
0.2799215614795685,
0.01251332275569439,
0.07769468426704407,
-0.04773865267634392,
-0.21130648255348206,
0.0037537775933742523,
-0.47063153982162476,
-0.21451473236083984,
0.14373767375946045,
0.08389519155025482,
-0.288659930229187,
-0.22166860103607178,
0.1442611962556839,
-0.35006099939346313,
-0.07935848087072372,
0.05413525924086571,
0.033980172127485275,
0.09217339754104614,
-0.10497524589300156,
-0.059694256633520126,
0.11241603642702103,
0.18113787472248077,
-0.17170831561088562,
0.22319939732551575,
-0.09511546790599823,
-0.27064943313598633,
-0.14064030349254608,
-0.5947111248970032,
-0.3499531149864197,
0.34173014760017395,
0.12604986131191254,
0.589011549949646,
0.08959051966667175,
-0.0641690045595169,
0.08162117004394531,
-0.3378755450248718,
0.8207420706748962,
-0.06554103642702103,
-0.12960492074489594,
0.17443051934242249,
0.11247864365577698,
-0.031246114522218704,
-0.09491344541311264,
-0.13499568402767181,
0.3841562569141388,
0.16490893065929413,
-0.05572347715497017,
0.3446403741836548,
-0.0021252406295388937,
0.17973704636096954,
-0.03457261249423027,
-0.29099684953689575,
-0.17934063076972961,
-0.37076491117477417,
-0.36368003487586975,
-0.10765457153320312,
0.20950518548488617,
-0.12748518586158752,
-0.023697415366768837,
-0.4341151714324951,
0.04189754277467728,
0.17327342927455902,
-0.0798300951719284,
0.14047160744667053,
-0.08377625793218613,
0.014860416762530804,
-0.1035880446434021,
0.11901601403951645,
-0.34240370988845825,
0.3403811752796173,
-0.12293999642133713,
0.0551147423684597,
-0.12247871607542038,
0.2570064067840576,
0.2643354833126068,
-0.04484422877430916,
0.38134315609931946,
0.39544233679771423,
0.14931084215641022,
-0.016191214323043823,
-0.2516627907752991,
0.4158470034599304,
-0.257626473903656,
-0.2946966588497162,
0.3450618386268616,
0.23403196036815643,
0.021378319710493088,
0.21163976192474365,
0.2932527959346771,
0.12559153139591217,
-0.08133478462696075,
0.5608877539634705,
-0.4173088073730469,
0.04707442596554756,
-0.059935372322797775,
0.0335555262863636,
0.9265299439430237,
0.03585391119122505,
0.08676852285861969,
0.008221304044127464,
-0.5504251718521118,
-0.28224900364875793,
-0.04516470059752464,
0.32867908477783203,
-0.3502970039844513,
-0.1361200213432312,
0.008969788439571857,
-0.12741583585739136,
0.15315113961696625,
-0.10189909487962723,
-0.19593459367752075,
0.40017983317375183,
0.14832772314548492,
-0.3079220652580261,
-0.14864259958267212,
-0.09666083008050919,
-0.1646387130022049,
-0.07118842750787735,
0.25689566135406494,
-0.024165727198123932,
0.08934151381254196,
0.02837628312408924,
-0.32982945442199707,
0.26164013147354126,
0.5286318063735962,
-0.4312003552913666,
-0.5639269948005676,
-0.0004574441409204155,
-0.20299044251441956,
0.1560373157262802,
-0.08686450123786926,
0.19479568302631378,
-0.026231061667203903,
0.26577886939048767,
0.14196860790252686,
-0.12945866584777832,
-0.05892147123813629,
0.07339496165513992,
0.45705172419548035,
-0.11654865741729736,
-0.09106641262769699,
-0.06545953452587128,
0.09788598120212555,
-0.07435985654592514,
-0.31049737334251404,
0.2991294264793396,
-0.07400316745042801,
-0.1595829427242279,
-0.37903112173080444,
0.5051358938217163,
0.15668070316314697,
0.1328505575656891,
-0.2049625813961029,
0.35063743591308594,
-0.13902877271175385,
-0.2063414752483368,
0.04445897787809372,
0.09483495354652405,
-0.35001131892204285,
0.562464714050293,
-0.61167973279953,
-0.23837997019290924,
0.006032845005393028,
0.03211558610200882,
0.16798603534698486,
-0.11394572257995605,
0.15241022408008575,
0.3349120318889618,
-0.07597268372774124,
-0.1907876878976822,
-0.10886101424694061,
-0.3942107856273651,
-0.12000761181116104,
0.03893702104687691,
0.437900185585022,
0.0002709105028770864,
0.2621943950653076,
-0.21921828389167786,
-0.07778771221637726,
0.17110687494277954,
-0.014927500858902931,
-0.4175888001918793,
-0.11797254532575607,
-0.11425210535526276,
-0.07142641395330429,
0.1889413446187973,
0.16126997768878937,
0.20096959173679352,
0.11117639392614365,
0.16407980024814606,
-0.21953782439231873,
0.0823163092136383,
-0.047408077865839005,
0.14645284414291382,
0.162113755941391,
-0.19906970858573914,
-0.1465608775615692,
0.2585705518722534,
0.024545229971408844,
0.4314080774784088,
-0.28681594133377075,
-0.07698695361614227,
0.057071272283792496,
0.1320337951183319,
-0.06447365134954453,
-0.03657686710357666,
-0.035391706973314285,
0.009598641656339169,
0.2040281444787979,
0.05827562138438225,
0.2116217017173767,
0.14426325261592865,
-0.2677050232887268,
0.1681724637746811,
0.15613242983818054,
0.24946965277194977,
0.16216138005256653,
0.2457757592201233,
-0.3181506395339966,
0.5134389400482178,
0.11246785521507263,
-0.027822626754641533,
-0.0005711542326025665,
0.04000978544354439,
-0.19525353610515594,
-0.05106634646654129,
0.05643110349774361,
-0.09846757352352142,
-0.14987333118915558,
-0.08407890796661377,
-0.26779207587242126,
-0.2255556434392929,
0.2083292454481125,
0.23342671990394592,
-0.20011849701404572,
0.2424754798412323,
0.1890740543603897,
0.13920578360557556,
-0.1934065818786621,
0.052516061812639236,
-0.045237284153699875,
-0.14183290302753448,
-0.17843195796012878,
0.3279673755168915,
0.18383194506168365,
-0.4275372326374054,
0.2650909423828125,
0.014986606314778328,
0.27091529965400696,
-0.48793667554855347,
-0.3058971166610718,
-0.07975137233734131,
0.24950608611106873,
0.009533395059406757,
0.0767497569322586,
-0.03649422526359558,
0.10260593146085739,
0.4438360333442688,
0.05436306819319725,
0.09175284206867218,
-0.1511085033416748,
0.08789729326963425,
-0.08651145547628403,
-0.24482795596122742,
-0.22107338905334473,
0.1313740760087967,
-0.3052619397640228,
0.32628750801086426,
-0.15483812987804413,
0.23474501073360443,
-0.46401670575141907,
-0.13890402019023895,
-0.3260340094566345,
0.37931835651397705,
-0.31932756304740906,
-0.14428074657917023,
0.08012992143630981,
0.0533326119184494,
0.254043847322464,
0.19097594916820526,
0.32025477290153503,
0.09937447309494019,
0.48180657625198364,
0.1911097764968872,
-0.24947039783000946,
-0.001237321994267404,
-0.2800084948539734,
0.144880473613739,
-0.0572531521320343,
-0.20167988538742065,
0.17517322301864624,
0.4624048173427582,
0.09028206765651703,
-0.21439552307128906,
0.028950534760951996,
0.5371642112731934,
0.3760204315185547,
-0.6026488542556763,
0.025400755926966667,
0.1568649262189865,
0.1501508206129074,
0.011498439125716686,
0.08235689997673035,
0.11651116609573364,
0.41389214992523193,
-0.0726362094283104,
-0.010402927175164223,
-0.08066795021295547,
0.07769431173801422,
0.36486196517944336,
0.09871058911085129,
0.07979638874530792,
0.21442367136478424,
-0.04904181882739067,
-0.21852551400661469,
0.009937847033143044,
0.3268943428993225,
-0.5410402417182922,
-0.07424972951412201,
0.2720131278038025,
-0.4377062916755676,
-0.015520340763032436,
-0.06754737347364426,
0.039259422570466995,
-0.10365539789199829,
0.22380653023719788,
0.1228400394320488,
0.2415567934513092,
-0.3114248216152191,
-0.15317381918430328,
-0.3678254187107086,
0.11484219133853912,
0.04064199700951576,
0.010596425272524357,
-0.10386842489242554,
0.018082154914736748,
-0.2068793922662735,
0.016151536256074905,
0.1446881741285324,
0.07866277545690536,
0.3608979284763336,
0.6846515536308289,
-0.47152799367904663,
0.2879043519496918,
0.2935224175453186,
-0.0875190868973732,
0.17422902584075928,
-0.27175596356391907,
0.2150815725326538,
-0.12408285588026047,
0.03590391203761101,
-0.2507132887840271,
0.16394631564617157,
-0.02069125324487686,
0.4521368145942688,
0.3375709354877472,
0.00820463988929987,
0.22944927215576172,
-0.07574108242988586,
-0.01409501675516367,
0.06961370259523392,
0.23636603355407715,
0.24771752953529358,
-0.4594481885433197,
0.2727321982383728,
-0.0016647031297907233,
-0.36053285002708435,
0.04710482060909271,
-0.020983878523111343,
-0.05973263829946518,
0.01053616777062416,
0.09093520045280457,
-0.01814837008714676,
0.07596094161272049,
-0.09917227178812027,
0.09925363957881927,
0.029601294547319412,
0.5115152597427368,
0.10610020160675049,
0.20293249189853668,
-0.15986503660678864,
-0.0262173879891634,
0.10001702606678009,
-0.0006500058807432652,
-0.26219627261161804,
-0.32641762495040894,
0.5467153787612915,
-0.6228101253509521,
0.1241491436958313,
-0.05231010168790817,
-0.07802710682153702,
0.03031110018491745,
0.05335679650306702,
-0.7121003270149231,
0.29885393381118774,
-0.3098047375679016,
-0.5994613766670227,
0.20130658149719238,
-0.10339758545160294,
0.16415861248970032,
-0.1184367910027504,
0.22329382598400116,
-0.16116954386234283
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Hi ! Thanks for reporting.
Currently there's no way to specify this.
When loading/processing a dataset, the arrow file is written using a temporary file. Then once writing is finished, it's moved to the cache directory (using `shutil.move` [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1646))
That means it keeps the permissions specified by the `tempfile.NamedTemporaryFile` object, i.e. `-rw-------` instead of `-rw-r--r--`. Improving this could be a nice first contribution to the library :) | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 67 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Hi ! Thanks for reporting.
Currently there's no way to specify this.
When loading/processing a dataset, the arrow file is written using a temporary file. Then once writing is finished, it's moved to the cache directory (using `shutil.move` [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1646))
That means it keeps the permissions specified by the `tempfile.NamedTemporaryFile` object, i.e. `-rw-------` instead of `-rw-r--r--`. Improving this could be a nice first contribution to the library :) | [
-0.1139015406370163,
0.28156858682632446,
-0.07893498986959457,
0.11773616820573807,
-0.02596750296652317,
0.09056612104177475,
0.40601417422294617,
0.11466384679079056,
-0.0934799313545227,
-0.0789993479847908,
-0.17398102581501007,
0.12208788841962814,
-0.059026699513196945,
-0.20906706154346466,
-0.021160351112484932,
0.0670156478881836,
0.13754920661449432,
0.11998026072978973,
-0.020917268469929695,
-0.07752206176519394,
-0.0809948518872261,
-0.06338870525360107,
-0.07038165628910065,
-0.022465800866484642,
-0.14904992282390594,
-0.2274235337972641,
0.26361870765686035,
0.21657858788967133,
0.050527021288871765,
-0.2489473968744278,
0.3933264911174774,
0.5603936910629272,
0.07887203991413116,
0.03681083396077156,
-0.00011671095853671432,
-0.12581504881381989,
0.0032833446748554707,
-0.10008152574300766,
0.0103595657274127,
0.15622617304325104,
0.0038825070951133966,
-0.19658033549785614,
0.055896610021591187,
-0.10560891777276993,
-0.07175680249929428,
-0.009751678444445133,
0.07052202522754669,
-0.6625336408615112,
0.5320054888725281,
0.09112255275249481,
0.16123414039611816,
-0.0026611064095050097,
-0.19055449962615967,
0.2374727725982666,
0.33617258071899414,
0.049537040293216705,
-0.2999817132949829,
0.12372118979692459,
0.25328367948532104,
-0.159429132938385,
-0.09955314546823502,
0.1485668122768402,
-0.2521524429321289,
0.14002487063407898,
0.27181291580200195,
-0.09976227581501007,
-0.41760045289993286,
-0.4772852659225464,
0.0809205174446106,
0.29606324434280396,
0.7476209998130798,
-0.23502853512763977,
-0.6028383374214172,
-0.3080028295516968,
0.05442372336983681,
0.04134315252304077,
0.4234347343444824,
0.35413581132888794,
0.08775705844163895,
0.26511847972869873,
-0.2606979310512543,
-0.043804459273815155,
-0.27256307005882263,
0.07077603787183762,
0.359345018863678,
-0.061640940606594086,
-0.08565142005681992,
0.1499897986650467,
0.1002015620470047,
-0.11125379055738449,
0.12715868651866913,
0.15061737596988678,
-0.3372897505760193,
0.47440409660339355,
-0.3153335750102997,
0.10501615703105927,
-0.23029020428657532,
0.2877422273159027,
0.19541676342487335,
0.4209027886390686,
0.23299138247966766,
0.20707838237285614,
-0.005303475074470043,
0.17053888738155365,
0.11389639228582382,
0.2038518488407135,
0.33601540327072144,
0.3591212034225464,
0.5324925184249878,
-0.27015674114227295,
-0.02470461092889309,
-0.04275842756032944,
0.03125493600964546,
-0.3672645092010498,
0.10352171957492828,
0.19411388039588928,
0.030170872807502747,
-0.22662858664989471,
0.20464639365673065,
0.07793428003787994,
-0.1002265065908432,
-0.16751624643802643,
0.08205922693014145,
0.27203986048698425,
0.07984645664691925,
0.012808841653168201,
0.06589968502521515,
0.1747444123029709,
0.009433313272893429,
-0.21593883633613586,
0.013143760152161121,
-0.3183416426181793,
-0.3558565676212311,
0.4290778636932373,
0.40105482935905457,
-0.2912049889564514,
0.09799274802207947,
0.1806642711162567,
0.1176939606666565,
-0.18557724356651306,
0.4365369975566864,
-0.1271781623363495,
0.465657502412796,
0.41694536805152893,
0.12080316245555878,
0.3317727744579315,
0.026574060320854187,
0.09284134954214096,
-0.19259358942508698,
0.28295448422431946,
-0.27263274788856506,
-0.21669644117355347,
0.17521829903125763,
-0.02694721147418022,
-0.1224512830376625,
0.2985428273677826,
-0.4154495298862457,
0.038429535925388336,
0.5024692416191101,
-0.13701549172401428,
0.5040848851203918,
0.2393236607313156,
-0.08703666180372238,
-0.4691597521305084,
-0.11998817324638367,
0.38072875142097473,
-0.21054786443710327,
-0.04021397605538368,
-0.13332973420619965,
-0.054631978273391724,
-0.08191761374473572,
0.42350974678993225,
-0.1099720448255539,
0.04557096213102341,
-0.10043694823980331,
0.2615794241428375,
0.5675194263458252,
-0.17852775752544403,
-0.5578050017356873,
0.024295896291732788,
0.21726705133914948,
-0.13523097336292267,
0.11793365329504013,
0.08603966981172562,
0.1229751706123352,
-0.12732692062854767,
-0.28405290842056274,
0.3851826786994934,
0.2767721712589264,
0.23493708670139313,
0.1342640370130539,
-0.09281951189041138,
0.007756644394248724,
-0.046366095542907715,
-0.07225002348423004,
0.08978878706693649,
0.37588784098625183,
-0.35634174942970276,
0.2464519441127777,
-0.22437581419944763,
0.280627578496933,
0.46263808012008667,
0.14989137649536133,
-0.012264672666788101,
-0.004741595592349768,
-0.06460333615541458,
-0.5048744678497314,
0.28477543592453003,
-0.10485807806253433,
-0.3897143304347992,
-0.06088859960436821,
-0.45286932587623596,
0.10290002822875977,
-0.1895224153995514,
-0.26362332701683044,
-0.10187683254480362,
0.01718745566904545,
-0.15850330889225006,
0.05393965542316437,
-0.34113168716430664,
0.07772968709468842,
0.37286612391471863,
0.1256473958492279,
0.09265042841434479,
-0.3170209527015686,
0.11527533084154129,
0.047662701457738876,
-0.10843393951654434,
-0.2096908837556839,
0.06054440513253212,
0.1726614236831665,
-0.0020269611850380898,
-0.2862122356891632,
0.30283573269844055,
0.11271040886640549,
0.11897139996290207,
-0.07513241469860077,
0.31477105617523193,
-0.005037922877818346,
-0.04768051579594612,
0.13103829324245453,
-0.22224333882331848,
-0.05863580107688904,
-0.07012224197387695,
-0.24423804879188538,
0.43774497509002686,
-0.11959168314933777,
0.030349165201187134,
-0.2249271124601364,
0.18315032124519348,
0.1323624849319458,
0.046571727842092514,
-0.21255981922149658,
-0.18153703212738037,
-0.03459424525499344,
0.19693835079669952,
0.38521042466163635,
0.13864658772945404,
0.01394484844058752,
0.029781462624669075,
0.4034448266029358,
0.22284047305583954,
0.1470014601945877,
-0.020291494205594063,
-0.25163403153419495,
0.036787744611501694,
0.33162879943847656,
0.3446906507015228,
0.23738732933998108,
0.02398102730512619,
0.29022154211997986,
-0.24866008758544922,
0.30558907985687256,
-0.11376085132360458,
0.02035115845501423,
-0.09098351746797562,
0.1459847390651703,
-0.17945508658885956,
-0.10968359559774399,
-0.03309204801917076,
-0.13410738110542297,
0.23393931984901428,
0.015326136723160744,
0.0891914889216423,
-0.33979156613349915,
-0.10280594974756241,
-0.2307841032743454,
-0.14999055862426758,
0.2217225730419159,
-0.13832931220531464,
-0.5088289380073547,
-0.028106428682804108,
-0.21925444900989532,
0.21352365612983704,
-0.07016555219888687,
0.1367034614086151,
-0.35606899857521057,
0.09111452102661133,
-0.050691768527030945,
-0.28640618920326233,
-0.27283725142478943,
0.11885584890842438,
0.08051445335149765,
-0.021158114075660706,
0.24004024267196655,
-0.5178114771842957,
0.21122165024280548,
0.11596624553203583,
0.23162773251533508,
-0.3298775553703308,
0.004156255628913641,
-0.16368542611598969,
0.00827266275882721,
0.0884401723742485,
-0.2788842022418976,
0.14764215052127838,
-0.15844827890396118,
-0.03145798668265343,
-0.10589204728603363,
-0.3152567148208618,
-0.2138487994670868,
0.003410985693335533,
-0.03788897767663002,
0.11635369062423706,
-0.2580215334892273,
-0.19514034688472748,
-0.18018858134746552,
-0.18530026078224182,
0.6918119192123413,
0.12873969972133636,
0.2276199907064438,
0.16147039830684662,
-0.18223263323307037,
-0.29581689834594727,
-0.2885788381099701,
0.18393585085868835,
-0.35510915517807007,
-0.4615790843963623,
0.3765580952167511,
-0.47567054629325867,
-0.37482407689094543,
0.15811775624752045,
0.08230302482843399,
0.14959816634655,
0.42214179039001465,
-0.02019016072154045,
-0.06831350177526474,
-0.2880265712738037,
0.25202152132987976,
-0.23040726780891418,
0.19999369978904724,
0.07818006724119186,
0.09895659238100052,
0.16333119571208954,
-0.0432465597987175,
-0.18222108483314514,
0.1520092487335205,
-0.029681507498025894,
-0.22164705395698547,
0.1875084936618805,
0.09897099435329437,
0.08296665549278259,
0.819911003112793,
0.40766575932502747,
0.258235365152359,
0.30228114128112793,
0.32167261838912964,
0.6892606019973755,
0.017400890588760376,
-0.07833819836378098,
0.17679473757743835,
-0.04833712428808212,
0.024217065423727036,
0.07917919754981995,
0.13210761547088623,
-0.13525375723838806,
0.09370797127485275,
0.050777096301317215,
-0.27050089836120605,
-0.47050005197525024,
-0.15254603326320648,
-0.23571385443210602,
0.11073902994394302,
0.0367630198597908,
0.06436602026224136,
-0.23486356437206268,
-0.29284197092056274,
0.02682289481163025,
0.3534121811389923,
0.18919114768505096,
0.28687986731529236,
-0.25679880380630493,
0.04825327545404434,
-0.29223549365997314,
0.31589874625205994,
-0.060293808579444885,
0.4820712208747864,
-0.08320879191160202,
0.15534858405590057,
0.22872553765773773,
0.3111587464809418,
0.31852370500564575,
-0.3472437560558319,
0.16434702277183533,
-0.14085887372493744,
0.2853547930717468,
0.10828430205583572,
-0.20878896117210388,
0.4010733366012573,
0.341234415769577,
-0.03381064906716347,
0.06381502002477646,
0.011095724999904633,
-0.28347429633140564,
-0.4190143942832947,
-0.10381551086902618,
-0.055101022124290466,
-0.10895182192325592,
0.06914696842432022,
0.1411435604095459,
-0.23386457562446594,
-0.0733921155333519,
0.275027871131897,
-0.38930997252464294,
-0.07735222578048706,
-0.10780751705169678,
-0.15990999341011047,
0.08545440435409546,
-0.0013956704642623663,
0.007604426704347134,
0.4725325107574463,
-0.042146049439907074,
0.03401295840740204,
0.4962303340435028,
-0.019878748804330826,
0.12192269414663315,
0.4359247386455536,
-0.24144230782985687,
0.2070128470659256,
-0.2778051495552063,
-0.1987352967262268,
0.33107128739356995,
0.06025846302509308,
-0.42912963032722473,
0.12762872874736786,
0.02011123113334179,
-0.2026459127664566,
-0.18884189426898956,
-0.02835012972354889,
-0.07126965373754501,
0.05433546006679535,
-0.1240551769733429,
-0.6317945122718811,
0.35048267245292664,
0.5621970295906067,
-0.3145400881767273,
0.4633365273475647,
-0.07606694102287292,
-0.3373922109603882,
0.12918969988822937,
0.19390513002872467,
0.7914403676986694,
-0.2412729263305664,
0.366458535194397,
-0.3410954475402832,
-0.1755133420228958,
0.21100135147571564,
-0.28236690163612366,
0.0596076175570488,
-0.569158673286438,
-0.13155129551887512,
-0.10902691632509232,
-0.1261409968137741,
0.04644099250435829,
0.36063721776008606,
0.12352204322814941,
0.15014123916625977,
-0.09420512616634369,
-0.1214987188577652,
-0.2578485906124115,
-0.13363121449947357,
-0.19908776879310608,
-0.4416543245315552,
0.10405535250902176,
0.08687534183263779,
-0.25212734937667847,
0.03337623551487923,
0.007298164535313845,
-0.07975470274686813,
-0.17536163330078125,
0.1946573704481125,
-0.351072758436203,
0.009486709721386433,
-0.7321103811264038,
0.05554643273353577,
-0.08023321628570557,
-0.07469849288463593,
0.2835651934146881,
0.24199096858501434,
0.2655457556247711,
0.28179118037223816,
-0.0689844936132431,
-0.03059469535946846,
0.3015556037425995,
0.07781557738780975,
-0.24952435493469238,
0.09094236046075821,
0.3329409956932068,
0.15678974986076355,
0.14417138695716858,
-0.244105264544487,
-0.23369118571281433,
-0.3097151219844818,
-0.13368570804595947,
0.16790159046649933,
0.0677964836359024,
-0.21807292103767395,
0.07140116393566132,
-0.12524671852588654,
-0.028051666915416718,
0.051756586879491806,
0.03432236239314079,
0.5124654769897461,
-0.013218197971582413,
0.46565425395965576,
-0.26728206872940063,
-0.2642108201980591,
0.0839683935046196,
0.43224263191223145,
-0.04695050045847893,
-0.14427420496940613,
0.30262291431427,
-0.16809217631816864,
-0.2374899834394455,
-0.13432464003562927,
0.1846393495798111,
0.2124633938074112,
-0.40133729577064514,
0.014873725362122059,
0.1795179694890976,
-0.12597209215164185,
0.17920567095279694,
-0.32755327224731445,
0.021311722695827484,
0.15815743803977966,
0.04977835714817047,
-0.3807336390018463,
-0.5134576559066772,
-0.19813303649425507,
-0.45498138666152954,
0.30898573994636536,
0.14540521800518036,
-0.5356981158256531,
0.11617010831832886,
0.03305637836456299,
-0.1889786273241043,
-0.18971991539001465,
0.07237327843904495,
0.0774189680814743,
0.2964607775211334,
0.0987272560596466,
0.0496407225728035,
-0.1879550665616989,
-0.1491694450378418,
0.0007806080975569785,
-0.19110941886901855,
-0.11849113553762436,
-0.15992605686187744,
0.17779645323753357,
0.14365878701210022,
-0.40718868374824524,
0.06357650458812714,
-0.4877988398075104,
-0.0730011984705925,
-0.4753144383430481,
0.07467591762542725,
0.258632630109787,
0.20494352281093597,
0.29999762773513794,
0.1583273857831955,
0.014529675245285034,
-0.2263757884502411,
0.17821437120437622,
-0.14829355478286743,
-0.23181813955307007,
-0.2076488882303238,
0.23734015226364136,
-0.30533820390701294,
-0.07932855188846588,
0.1403389275074005,
-0.08588075637817383,
0.15460756421089172,
0.02719452977180481,
0.07240358740091324,
-0.013102974742650986,
-0.1753619760274887,
0.08596023172140121,
0.3437354862689972,
0.14271970093250275,
-0.007609503343701363,
0.006148194428533316,
0.281698077917099,
0.03918870538473129,
0.037750210613012314,
-0.16422373056411743,
0.1490292102098465,
-0.1591278463602066,
0.06123949587345123,
0.3540748953819275,
0.24517901241779327,
-0.20894800126552582,
0.08639492094516754,
-0.09960542619228363,
-0.06322110444307327,
-0.38701432943344116,
0.37997597455978394,
0.056250132620334625,
0.03370026871562004,
0.03280305489897728,
0.4585810601711273,
0.22095532715320587,
0.16946333646774292,
0.356669545173645,
0.10391402244567871,
0.20195017755031586,
0.3703957200050354,
-0.33350175619125366,
0.12434014678001404,
-0.6093453764915466,
-0.028100408613681793,
0.004825750831514597,
0.1410864144563675,
0.3332565426826477,
0.1562318205833435,
0.3620607256889343,
0.06068979203701019,
-0.33115723729133606,
0.09098362922668457,
-0.06582801789045334,
-0.08247987926006317,
-0.19363844394683838,
0.07948381453752518,
0.13199487328529358,
0.014934639446437359,
-0.2887556254863739,
-0.21051907539367676,
-0.29863667488098145,
0.24385248124599457,
0.2141699492931366,
0.16175013780593872,
0.030115650966763496,
0.043398018926382065,
0.24816539883613586,
0.1113494485616684,
-0.14658203721046448,
-0.09888680279254913,
-0.4035577178001404,
-0.13354544341564178,
0.07920520752668381,
0.05982016772031784,
0.08887985348701477,
-0.021252978593111038,
0.1280926764011383,
0.23678481578826904,
0.33852896094322205,
0.052407026290893555,
-0.17562294006347656,
0.30217891931533813,
-0.08642912656068802,
-0.34947678446769714,
0.0830562561750412,
-0.05351370945572853,
-0.0362730473279953,
-0.05120617896318436,
-0.23408207297325134,
0.04991436004638672,
0.08195368200540543,
0.08205043524503708,
-0.16320206224918365,
-0.5107898712158203,
0.035227008163928986,
-0.025689857080578804,
0.23290930688381195,
0.02534542977809906,
0.6404665112495422,
0.013388247229158878,
0.10713257640600204,
-0.566757082939148,
0.0048585752956569195,
0.40310609340667725,
0.32818669080734253,
0.4097246825695038,
-0.018414543941617012,
-0.04370300471782684,
0.10094150900840759,
-0.4795345664024353,
0.052347373217344284,
0.2027023881673813,
0.30641645193099976,
-0.04474087432026863,
-0.15516047179698944,
0.15622562170028687,
-0.06147926300764084,
0.5907252430915833,
-0.1586550772190094,
0.545505940914154,
0.3326400816440582,
-0.18617883324623108,
-0.22070883214473724,
0.1499760001897812,
-0.029015177860856056,
0.1411052793264389,
-0.42604050040245056,
0.10802525281906128,
0.14583615958690643,
-0.03432583808898926,
-0.20179162919521332,
-0.13926714658737183,
0.17582373321056366,
0.4092656075954437,
0.5364009141921997,
0.256568968296051,
-0.07387380301952362,
0.0687807947397232,
0.28279179334640503,
-0.4558801054954529,
0.09724101424217224,
-0.2218226045370102,
-0.10097989439964294,
-0.21700210869312286,
0.14114269614219666,
-0.48706695437431335,
-0.0799451470375061,
-0.42249616980552673,
-0.04249325022101402,
-0.14119265973567963,
0.2920137941837311,
0.0026112773921340704,
0.19955013692378998,
-0.10776365548372269,
0.07741329073905945,
0.2919274568557739,
0.2175249308347702,
-0.1232663094997406,
0.27093473076820374,
-0.5050198435783386,
-0.2647051513195038,
0.37975820899009705,
-0.3792261481285095,
-0.13790887594223022,
0.11695359647274017,
0.4003456234931946,
0.28825643658638,
-0.19263258576393127,
-0.2629813253879547,
0.2095753252506256,
0.2626619040966034,
-0.34461504220962524,
-0.14465568959712982,
-0.09224412590265274,
-0.3116263151168823,
0.14021983742713928,
-0.16826581954956055,
0.5989023447036743,
0.09177784621715546,
-0.1789318472146988,
0.06500060856342316,
-0.2615373432636261
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Hi @lhoestq,
I looked into this and yes you're right. The `NamedTemporaryFile` is always created with mode 0600, which prevents group from reading the file. Should we change the permissions of `tmp_file.name` [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1871) and [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1590), post creation to 0644 inorder for group and others to read it? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 47 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Hi @lhoestq,
I looked into this and yes you're right. The `NamedTemporaryFile` is always created with mode 0600, which prevents group from reading the file. Should we change the permissions of `tmp_file.name` [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1871) and [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1590), post creation to 0644 inorder for group and others to read it? | [
0.06293822079896927,
0.03598101809620857,
-0.11017099767923355,
0.2581419050693512,
0.060199372470378876,
0.13293161988258362,
0.3463631570339203,
0.09343539923429489,
-0.2962671220302582,
-0.03030315600335598,
-0.28031808137893677,
-0.0526035837829113,
0.08457192778587341,
-0.31343579292297363,
-0.02088339626789093,
0.078913614153862,
0.09932544082403183,
0.04658567160367966,
0.09405260533094406,
-0.02479860931634903,
-0.11668546497821808,
-0.05449981987476349,
-0.045004598796367645,
0.022195963189005852,
-0.3177739381790161,
-0.10338146984577179,
0.19088444113731384,
0.2698516845703125,
0.15086893737316132,
-0.20025849342346191,
0.2497227042913437,
0.4694799482822418,
0.059871360659599304,
0.34941405057907104,
-0.0001145989735960029,
-0.11247089505195618,
0.011984808370471,
-0.13530148565769196,
0.11816192418336868,
0.19289210438728333,
-0.018245944753289223,
-0.22133363783359528,
-0.1113027036190033,
-0.15296755731105804,
-0.16108500957489014,
0.08375400304794312,
0.1846526712179184,
-0.5527174472808838,
0.5385575890541077,
0.12456183135509491,
0.17208227515220642,
0.005742714274674654,
-0.19514992833137512,
0.20095331966876984,
0.24075475335121155,
0.0036830671597272158,
-0.3262529671192169,
0.030217427760362625,
0.27921149134635925,
-0.045449841767549515,
0.0020827623084187508,
0.11008651554584503,
-0.3180333077907562,
0.05319605767726898,
0.21499937772750854,
-0.056622184813022614,
-0.3709010183811188,
-0.518092930316925,
0.09479285776615143,
0.17818811535835266,
0.6756842732429504,
-0.11138555407524109,
-0.5353285074234009,
-0.28122374415397644,
-0.08956162631511688,
0.09039865434169769,
0.4896017909049988,
0.31815558671951294,
0.023045912384986877,
0.3016809821128845,
-0.31378301978111267,
0.0671202689409256,
-0.3229380249977112,
-0.04458026960492134,
0.2822040617465973,
-0.08712934702634811,
-0.17311768233776093,
0.08098394423723221,
-0.06322851777076721,
-0.10685543715953827,
0.042908959090709686,
0.046272389590740204,
-0.21842415630817413,
0.3654840588569641,
-0.1981411576271057,
0.15554852783679962,
-0.18002136051654816,
0.2678591012954712,
0.1111990287899971,
0.19440864026546478,
0.28351250290870667,
0.1963798701763153,
0.03097117319703102,
0.19386355578899384,
0.024697400629520416,
0.14630922675132751,
0.2879429757595062,
0.3549536168575287,
0.5183436274528503,
-0.3496187925338745,
-0.1995033472776413,
-0.061019644141197205,
-0.028424931690096855,
-0.3210821747779846,
0.04149856045842171,
0.158201664686203,
-0.03549453616142273,
-0.23281195759773254,
0.26209521293640137,
0.035125553607940674,
-0.07126156985759735,
-0.16066232323646545,
0.040659502148628235,
0.19719921052455902,
0.04806236922740936,
-0.08666715770959854,
0.04071991145610809,
0.12884296476840973,
-0.02694081701338291,
-0.29828548431396484,
-0.028372785076498985,
-0.4603438675403595,
-0.35417816042900085,
0.47440624237060547,
0.36910077929496765,
-0.27175846695899963,
0.09368084371089935,
0.0842931941151619,
0.1707915961742401,
-0.23673242330551147,
0.34128230810165405,
-0.13339997828006744,
0.5103939771652222,
0.4080187976360321,
0.22218820452690125,
0.352275013923645,
0.06695961952209473,
0.04418116807937622,
-0.11798744648694992,
0.29868271946907043,
-0.30137398838996887,
-0.2637014389038086,
0.3343163728713989,
0.014955642633140087,
-0.08016552031040192,
0.3795684576034546,
-0.2512296438217163,
0.018579743802547455,
0.6816849708557129,
-0.17098133265972137,
0.35156476497650146,
0.23202209174633026,
-0.23747476935386658,
-0.53148353099823,
-0.1516960859298706,
0.37802910804748535,
-0.1693878322839737,
0.0742439478635788,
0.03579030558466911,
-0.06749151647090912,
-0.10188708454370499,
0.4217509329319,
0.008362317457795143,
0.058215513825416565,
-0.11985841393470764,
0.28989577293395996,
0.47256872057914734,
-0.19399087131023407,
-0.5428637862205505,
0.1267787218093872,
0.12997090816497803,
-0.0664726123213768,
0.3089483678340912,
0.04647795110940933,
-0.04274139553308487,
-0.2918025851249695,
-0.1804215908050537,
0.19159308075904846,
0.21203239262104034,
0.19017378985881805,
-0.024766437709331512,
0.04321175441145897,
-0.048228587955236435,
-0.06223514303565025,
-0.13002590835094452,
0.19859398901462555,
0.32959866523742676,
-0.34145522117614746,
0.2142968475818634,
-0.1713816523551941,
0.21081221103668213,
0.41860273480415344,
0.07362982630729675,
0.06690415740013123,
0.02912191115319729,
-0.01633075252175331,
-0.46104252338409424,
0.25557565689086914,
-0.021850859746336937,
-0.40109944343566895,
0.005441082641482353,
-0.49144062399864197,
0.12901458144187927,
-0.33631062507629395,
-0.3406084179878235,
-0.06479759514331818,
0.06326732039451599,
0.01835898868739605,
0.07618652284145355,
-0.36645182967185974,
0.20445148646831512,
0.5146684050559998,
0.13388101756572723,
0.028246859088540077,
-0.26927533745765686,
0.039406612515449524,
-0.13395695388317108,
-0.08652709424495697,
-0.2505771219730377,
0.04640607535839081,
0.27394065260887146,
-0.04653340205550194,
-0.26616206765174866,
0.29702600836753845,
0.08234753459692001,
0.16736096143722534,
-0.11723553389310837,
0.3938717544078827,
-0.07880853861570358,
0.07129363715648651,
0.06735460460186005,
-0.23244190216064453,
-0.018589431419968605,
-0.18734273314476013,
-0.2011205106973648,
0.39713048934936523,
-0.0732000544667244,
-0.027761107310652733,
-0.22257041931152344,
0.019858529791235924,
0.1111692264676094,
0.037596073001623154,
-0.22989942133426666,
-0.13365420699119568,
0.00048435351345688105,
0.2611469030380249,
0.3052658438682556,
0.14624057710170746,
0.019276363775134087,
0.05817154794931412,
0.3956892192363739,
0.17367416620254517,
0.010814594104886055,
-0.129141166806221,
-0.1472676545381546,
0.006795721594244242,
0.20614956319332123,
0.18643447756767273,
0.2714274227619171,
0.07164323329925537,
0.3254536986351013,
-0.15342238545417786,
0.30505186319351196,
-0.20417535305023193,
0.03014836087822914,
0.04346193000674248,
0.08676205575466156,
-0.12322639673948288,
-0.11945439875125885,
-0.011352552101016045,
0.03477590158581734,
0.3009335994720459,
0.11343853175640106,
0.0465252585709095,
-0.46102192997932434,
-0.08700685203075409,
-0.07429035007953644,
-0.24540390074253082,
0.19027924537658691,
0.03198699280619621,
-0.5370314717292786,
-0.06656055152416229,
-0.2675866186618805,
0.27924540638923645,
-0.033369071781635284,
0.0761396661400795,
-0.294660747051239,
0.12340375781059265,
-0.017505815252661705,
-0.19090697169303894,
-0.3536761999130249,
0.12227114289999008,
0.002341935643926263,
0.00043773461948148906,
0.26197850704193115,
-0.6254091858863831,
0.24114593863487244,
-0.08823313564062119,
0.2667478322982788,
-0.09684797376394272,
0.05007537081837654,
-0.11856784671545029,
-0.10746010392904282,
0.14768946170806885,
-0.48176315426826477,
0.11097338050603867,
-0.18082892894744873,
0.09870925545692444,
0.028931928798556328,
-0.23331007361412048,
-0.25782015919685364,
-0.01694677211344242,
0.05931224301457405,
-0.07101979106664658,
-0.23321394622325897,
-0.22738423943519592,
-0.18991005420684814,
-0.1511596292257309,
0.5195328593254089,
0.10571546107530594,
0.2691640853881836,
0.22448325157165527,
-0.3414490818977356,
-0.25076568126678467,
-0.2969977855682373,
0.2749944031238556,
-0.4282776117324829,
-0.599693775177002,
0.30074599385261536,
-0.5475542545318604,
-0.4464108645915985,
0.10922011733055115,
0.2504783272743225,
0.13467447459697723,
0.3845813572406769,
-0.04074219614267349,
-0.1219736859202385,
-0.1917245239019394,
0.32237765192985535,
-0.20720894634723663,
0.17615102231502533,
0.06593948602676392,
0.08321518450975418,
0.1708463728427887,
-0.09174855053424835,
-0.12169679254293442,
0.06546788662672043,
-0.05776491388678551,
-0.19072364270687103,
0.2162448763847351,
0.15687774121761322,
0.19970102608203888,
0.709782600402832,
0.5631093978881836,
0.3239500820636749,
0.25271329283714294,
0.2194504290819168,
0.6763734817504883,
0.03184788301587105,
-0.1741034984588623,
0.20448198914527893,
-0.04733562842011452,
-0.09003790467977524,
0.2030482292175293,
0.16690000891685486,
-0.040180504322052,
-0.037459228187799454,
0.07815435528755188,
-0.40975621342658997,
-0.4254504144191742,
-0.2407597303390503,
-0.03597875311970711,
0.22231493890285492,
0.1499997228384018,
0.043146077543497086,
-0.30634158849716187,
-0.3333994448184967,
-0.04458865895867348,
0.48862752318382263,
0.15173645317554474,
0.23711247742176056,
-0.339794397354126,
0.034618865698575974,
-0.24036775529384613,
0.3305448591709137,
0.06670226901769638,
0.49265938997268677,
-0.14938321709632874,
0.1500357687473297,
0.2766021192073822,
0.30186697840690613,
0.4911458492279053,
-0.39160051941871643,
0.24844491481781006,
-0.035095322877168655,
0.2665245831012726,
0.28472900390625,
-0.11261190474033356,
0.2927297353744507,
0.4071049392223358,
0.1864745318889618,
0.210504949092865,
0.09348015487194061,
-0.287541925907135,
-0.4842906892299652,
-0.09761041402816772,
-0.09730131924152374,
-0.1868254840373993,
0.022342277690768242,
0.15136951208114624,
-0.024543780833482742,
-0.12555892765522003,
0.2902854084968567,
-0.30912670493125916,
-0.12327799946069717,
0.02303081937134266,
-0.04871474951505661,
0.16580305993556976,
0.012725550681352615,
0.05917563661932945,
0.33651381731033325,
0.02490898035466671,
0.08567660301923752,
0.4946668744087219,
0.09832938760519028,
0.0767078548669815,
0.4088823199272156,
-0.28431424498558044,
0.2972416579723358,
-0.2115449607372284,
-0.3195396065711975,
0.3478294312953949,
0.1500847190618515,
-0.346980482339859,
-0.11149867624044418,
-0.030395297333598137,
-0.19061557948589325,
-0.23682352900505066,
-0.0868624821305275,
0.02400047518312931,
0.011148813180625439,
-0.2902594208717346,
-0.611798107624054,
0.3529455065727234,
0.5719925165176392,
-0.3593299388885498,
0.20938564836978912,
-0.2003004252910614,
-0.3264174163341522,
0.08290423452854156,
0.007739469408988953,
0.9369334578514099,
-0.22578378021717072,
0.4095999002456665,
-0.2878210246562958,
-0.058219440281391144,
0.11933805048465729,
-0.3725889027118683,
0.12212960422039032,
-0.4467964172363281,
-0.2739091217517853,
-0.07542099058628082,
-0.07833411544561386,
0.07348553091287613,
0.43239808082580566,
0.12319942563772202,
0.11684314161539078,
0.04312221705913544,
0.005523166619241238,
-0.2057712823152542,
-0.16884911060333252,
-0.06320364028215408,
-0.27181774377822876,
0.09073717147111893,
0.09236615151166916,
-0.1487281620502472,
0.1255572885274887,
0.06064590439200401,
-0.04318133369088173,
-0.25320467352867126,
0.2730288803577423,
-0.2186717987060547,
-0.00006190368731040508,
-0.6532600522041321,
0.02610955946147442,
-0.18720899522304535,
-0.11619120836257935,
0.17836754024028778,
0.25107479095458984,
0.3610561490058899,
0.32282277941703796,
-0.08591604232788086,
-0.06511922925710678,
0.37879565358161926,
0.14975546300411224,
-0.25263068079948425,
0.08368837088346481,
0.35466399788856506,
0.12616389989852905,
0.1357944756746292,
-0.28782105445861816,
-0.20107536017894745,
-0.21888290345668793,
-0.37609052658081055,
0.0657368004322052,
0.12402044236660004,
-0.3765006959438324,
0.03645980358123779,
-0.1304440200328827,
0.007648620754480362,
0.0330536775290966,
0.06856311857700348,
0.39425715804100037,
-0.07367799431085587,
0.5132029056549072,
-0.3288637697696686,
-0.33342868089675903,
0.10960572957992554,
0.5619509220123291,
0.045190487056970596,
-0.17901436984539032,
0.22133876383304596,
-0.12820285558700562,
-0.3107996881008148,
-0.12084195017814636,
0.29190298914909363,
0.03425418958067894,
-0.2328113168478012,
-0.08312269300222397,
0.2627869248390198,
-0.07399562746286392,
0.19875946640968323,
-0.30543532967567444,
0.11786258965730667,
0.04827633872628212,
0.14809295535087585,
-0.3466266393661499,
-0.4610136151313782,
-0.3081026077270508,
-0.28178340196609497,
0.19721823930740356,
0.25034287571907043,
-0.342287540435791,
0.07724200934171677,
0.03996006026864052,
-0.22492288053035736,
-0.1654013693332672,
0.07964743673801422,
0.12473031133413315,
0.328646183013916,
0.061068907380104065,
0.07143069803714752,
-0.1853150874376297,
-0.10631349682807922,
0.06446688622236252,
-0.16224172711372375,
-0.15813161432743073,
-0.0506926067173481,
0.15579688549041748,
0.2641828954219818,
-0.41238516569137573,
-0.03291718661785126,
-0.5092151165008545,
-0.15983615815639496,
-0.42609483003616333,
0.0991474911570549,
0.32997438311576843,
0.28347745537757874,
0.3346813917160034,
0.1255447119474411,
0.09007064998149872,
-0.1073526069521904,
0.3029886484146118,
-0.27267125248908997,
-0.12949354946613312,
-0.22070181369781494,
0.19965960085391998,
-0.348999947309494,
-0.024182835593819618,
0.04743142053484917,
-0.11728844791650772,
0.14305934309959412,
0.03963351994752884,
0.13787342607975006,
-0.14587990939617157,
-0.017939027398824692,
0.11825917661190033,
0.2574118971824646,
0.09928840398788452,
-0.04563896730542183,
0.007557162083685398,
0.3028249144554138,
0.05584133416414261,
0.11224811524152756,
-0.10609220713376999,
0.21483217179775238,
-0.2088996022939682,
0.05902695283293724,
0.4215773046016693,
0.2109963744878769,
-0.07082566618919373,
0.1339363306760788,
-0.10053272545337677,
0.18097595870494843,
-0.33314818143844604,
0.3611847162246704,
0.02043495886027813,
0.15675140917301178,
0.10773080587387085,
0.3992626965045929,
0.27078941464424133,
-0.03868303447961807,
0.3947354555130005,
0.2352137416601181,
0.1676778793334961,
0.285037100315094,
-0.24648995697498322,
0.12940089404582977,
-0.625769853591919,
0.021626271307468414,
0.09707386046648026,
-0.053484391421079636,
0.3845934569835663,
0.04298723489046097,
0.2083027958869934,
-0.1342097967863083,
-0.2344425916671753,
0.08055653423070908,
-0.09503936022520065,
-0.16137167811393738,
-0.200422003865242,
0.09211409091949463,
0.04543328285217285,
0.056163035333156586,
-0.32394349575042725,
-0.20235417783260345,
-0.18294622004032135,
0.13009513914585114,
0.2680380046367645,
0.10000944137573242,
0.1839529126882553,
-0.08263029903173447,
0.2100665420293808,
0.1451137512922287,
-0.1546543836593628,
0.030120087787508965,
-0.498907208442688,
-0.07506389170885086,
0.17681142687797546,
0.03508894145488739,
0.12879371643066406,
-0.03807024657726288,
0.10888846218585968,
0.14094722270965576,
0.2628335654735565,
-0.0033159300219267607,
-0.2178947776556015,
0.3813551366329193,
-0.17831075191497803,
-0.40854722261428833,
0.1022910326719284,
-0.026367591693997383,
-0.02076232060790062,
-0.16165393590927124,
-0.1424873024225235,
-0.06847924739122391,
0.019869813695549965,
0.0745520293712616,
-0.32668349146842957,
-0.5774410963058472,
0.10149071365594864,
-0.1191551461815834,
0.06921380758285522,
0.0674358680844307,
0.5840872526168823,
-0.010356237180531025,
0.2093992978334427,
-0.5183773636817932,
0.0370028056204319,
0.38414016366004944,
0.2993949055671692,
0.4569981098175049,
-0.22007326781749725,
0.01791202649474144,
0.05339355021715164,
-0.44610825181007385,
0.23656320571899414,
0.21841004490852356,
0.24414978921413422,
-0.1144668459892273,
-0.19232672452926636,
0.09105595201253891,
-0.07613977789878845,
0.4097000062465668,
-0.2829535901546478,
0.41672730445861816,
0.36284101009368896,
-0.1739060878753662,
-0.2969468832015991,
0.12107958644628525,
-0.002082767430692911,
0.10126447677612305,
-0.3733639717102051,
0.18259665369987488,
0.23044149577617645,
0.024224912747740746,
-0.25815820693969727,
0.015022993087768555,
0.16721343994140625,
0.45102354884147644,
0.46193018555641174,
0.283050537109375,
0.008550483733415604,
0.08074349910020828,
0.19793207943439484,
-0.37079352140426636,
0.15165063738822937,
-0.16838645935058594,
-0.019381530582904816,
-0.1912817656993866,
0.0408165268599987,
-0.5298500061035156,
-0.17727285623550415,
-0.38725873827934265,
-0.08815936744213104,
-0.19004619121551514,
0.30714789032936096,
0.1042417660355568,
0.07736150175333023,
-0.09271283447742462,
0.04763546586036682,
0.38534149527549744,
0.28077295422554016,
-0.1578333079814911,
0.3576168417930603,
-0.5059360265731812,
-0.2933947443962097,
0.39692583680152893,
-0.3856604993343353,
-0.17345018684864044,
0.09973296523094177,
0.467912495136261,
0.10503297299146652,
-0.16987569630146027,
-0.137510746717453,
0.1144523173570633,
0.35142743587493896,
-0.3437357544898987,
-0.10909128934144974,
-0.005255635362118483,
-0.3375086188316345,
0.03781798481941223,
-0.1925392746925354,
0.504910409450531,
0.038017354905605316,
-0.19610007107257843,
0.1303912252187729,
-0.12354981154203415
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Good idea :) we could even update the permissions after the file has been moved by shutil.move [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1899) and [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1646) actually.
Apparently they set the default 0600 for temporary files for security reasons, so let's update the umask only after the file has been moved | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 45 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Good idea :) we could even update the permissions after the file has been moved by shutil.move [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1899) and [here](https://github.com/huggingface/datasets/blob/f6b8251eb975f66a568356d2a40d86442c03beb9/src/datasets/arrow_dataset.py#L1646) actually.
Apparently they set the default 0600 for temporary files for security reasons, so let's update the umask only after the file has been moved | [
-0.14866787195205688,
0.14043845236301422,
-0.07720549404621124,
0.0294159147888422,
0.12957949936389923,
0.04635808989405632,
0.3478870689868927,
0.03462385758757591,
-0.12994466722011566,
0.02007589489221573,
-0.13891661167144775,
-0.0676591619849205,
0.018578823655843735,
-0.271292507648468,
-0.0381213016808033,
0.18400736153125763,
0.18726666271686554,
-0.050572510808706284,
0.026002265512943268,
-0.15043726563453674,
-0.17447532713413239,
-0.20320186018943787,
-0.12159386277198792,
-0.08834191411733627,
-0.284740149974823,
-0.14733770489692688,
0.14211046695709229,
0.29071304202079773,
-0.02680358476936817,
-0.20534361898899078,
0.38062334060668945,
0.6655226945877075,
0.12900584936141968,
0.14114347100257874,
-0.00011431736493250355,
-0.1695266216993332,
0.014489637687802315,
-0.09893088042736053,
-0.048089005053043365,
0.16560764610767365,
0.00561788072809577,
-0.1768365353345871,
-0.16704027354717255,
-0.12490899860858917,
-0.11642869561910629,
0.06794474273920059,
0.15166081488132477,
-0.6368480324745178,
0.46712446212768555,
0.23607772588729858,
0.1751861572265625,
-0.08754599094390869,
-0.1900079995393753,
0.09389343857765198,
0.2960253953933716,
0.03409058228135109,
-0.15580210089683533,
0.139566570520401,
0.31707826256752014,
-0.24802756309509277,
-0.07458338141441345,
0.05213456228375435,
-0.2701605260372162,
0.041346918791532516,
0.16905517876148224,
-0.12238439917564392,
-0.42459923028945923,
-0.5232911109924316,
0.14002735912799835,
0.14017677307128906,
0.5876783132553101,
-0.13202498853206635,
-0.6810222864151001,
-0.1792592704296112,
0.0988088846206665,
0.1577601432800293,
0.3485299348831177,
0.3710072934627533,
0.1510731726884842,
0.31285303831100464,
-0.4745199978351593,
0.026901286095380783,
-0.17940653860569,
0.06495621055364609,
0.25949037075042725,
0.02272854559123516,
-0.05612843483686447,
0.12273332476615906,
0.039380550384521484,
-0.1470487117767334,
0.22662964463233948,
0.13502582907676697,
-0.29912126064300537,
0.4194130301475525,
-0.24551670253276825,
0.1774929016828537,
-0.2231108546257019,
0.4376939535140991,
0.17998525500297546,
0.41819167137145996,
0.0872390940785408,
0.2030547559261322,
0.07782620936632156,
0.16257858276367188,
-0.05344046279788017,
0.2625303864479065,
0.379591703414917,
0.4361656904220581,
0.54104083776474,
-0.17192216217517853,
-0.1775006353855133,
-0.03190966695547104,
0.03931982442736626,
-0.3863135278224945,
0.02167772501707077,
0.30150437355041504,
0.04886994883418083,
-0.14325939118862152,
0.10216008871793747,
0.05347601696848869,
-0.14530235528945923,
-0.1489376276731491,
0.02507118321955204,
0.30097368359565735,
0.0430661179125309,
-0.07395491003990173,
0.1384395956993103,
0.2581046521663666,
-0.028779562562704086,
-0.22749856114387512,
-0.04115300625562668,
-0.32392990589141846,
-0.2817666530609131,
0.40881916880607605,
0.3677935004234314,
-0.1878887116909027,
0.10118742287158966,
0.22757865488529205,
0.12572796642780304,
-0.19510330259799957,
0.4349655210971832,
-0.06727379560470581,
0.4382701814174652,
0.404500275850296,
0.1662745475769043,
0.2871086597442627,
0.11790430545806885,
-0.003037149552255869,
-0.07218193262815475,
0.23935756087303162,
-0.2409159243106842,
-0.21447648108005524,
0.32115432620048523,
0.022325029596686363,
-0.11687666177749634,
0.2934512495994568,
-0.22961167991161346,
-0.0007311329245567322,
0.463418573141098,
-0.03612424433231354,
0.4591253697872162,
0.20700669288635254,
-0.23148690164089203,
-0.38735708594322205,
-0.04023461416363716,
0.4332180917263031,
0.02990659885108471,
-0.08639132231473923,
-0.12368144094944,
0.01839405484497547,
-0.04818803817033768,
0.3993484675884247,
-0.047174908220767975,
0.05483081564307213,
-0.15305578708648682,
0.18716302514076233,
0.4613811671733856,
-0.2587342858314514,
-0.6373530626296997,
0.07264803349971771,
0.1465536206960678,
-0.07867930084466934,
0.2618923485279083,
0.0866173729300499,
0.03771374002099037,
-0.19498862326145172,
0.004365070722997189,
0.3423585593700409,
0.24051959812641144,
0.25372037291526794,
0.06634972244501114,
-0.007734557148069143,
-0.060234975069761276,
0.020008273422718048,
0.001389476121403277,
0.29039332270622253,
0.37424322962760925,
-0.3105025291442871,
0.2526358664035797,
-0.18244530260562897,
0.24964077770709991,
0.5188257694244385,
0.1698431670665741,
-0.0004987416323274374,
-0.02316276542842388,
0.0068135508336126804,
-0.5052880644798279,
0.2801291346549988,
-0.09908130764961243,
-0.3432281017303467,
-0.01706167310476303,
-0.5464773178100586,
0.03393653780221939,
-0.29512667655944824,
-0.2967860698699951,
-0.19558732211589813,
0.05668437480926514,
-0.07011428475379944,
0.06905142217874527,
-0.2528027594089508,
0.15932554006576538,
0.3845066428184509,
0.16054140031337738,
0.05664174258708954,
-0.1457924097776413,
0.13467012345790863,
-0.08164947479963303,
-0.1207490861415863,
-0.18074485659599304,
-0.04922030493617058,
0.300184965133667,
-0.05706075578927994,
-0.27750661969184875,
0.33852267265319824,
0.1791166216135025,
0.07632391154766083,
0.004068994894623756,
0.2548026442527771,
0.023038020357489586,
0.20919206738471985,
0.08595399558544159,
-0.22230377793312073,
-0.10745851695537567,
-0.08142406493425369,
-0.2597406506538391,
0.45295050740242004,
-0.09959643334150314,
-0.06421308219432831,
-0.18379297852516174,
0.26748397946357727,
0.17736709117889404,
-0.00966651365160942,
-0.16972969472408295,
-0.16190309822559357,
0.05024268478155136,
0.26868724822998047,
0.3828038275241852,
0.1910717636346817,
0.0564032606780529,
0.028909150511026382,
0.4421546459197998,
0.22898796200752258,
0.14016097784042358,
-0.05119244381785393,
-0.13171671330928802,
0.08945342898368835,
0.2256496548652649,
0.3671814501285553,
0.29419225454330444,
0.05113580822944641,
0.27279993891716003,
-0.1256539672613144,
0.39815014600753784,
-0.18897835910320282,
-0.023252151906490326,
-0.0589449517428875,
0.030311284586787224,
-0.13923975825309753,
-0.1011136919260025,
-0.01798265241086483,
-0.13651981949806213,
0.3469207286834717,
0.054353274405002594,
0.16543418169021606,
-0.33965960144996643,
-0.12098278105258942,
-0.19774197041988373,
-0.1341225653886795,
0.23950856924057007,
-0.024376828223466873,
-0.5376529097557068,
-0.0739464983344078,
-0.1817750781774521,
0.20304708182811737,
-0.08115164190530777,
0.20604272186756134,
-0.19020743668079376,
0.0385565459728241,
-0.014493439346551895,
-0.07309995591640472,
-0.2904837429523468,
0.0984547883272171,
0.10592276602983475,
-0.006964087951928377,
0.2305036038160324,
-0.6279553174972534,
0.17806464433670044,
0.002035712357610464,
0.2553759813308716,
-0.40010204911231995,
-0.034233976155519485,
-0.2547352612018585,
-0.008199040777981281,
0.0870361253619194,
-0.3297146260738373,
0.08619139343500137,
-0.15027202665805817,
0.058318812400102615,
0.008336177095770836,
-0.2916870713233948,
-0.20983819663524628,
0.03115149214863777,
0.0012751020258292556,
0.013298503123223782,
-0.2869876027107239,
-0.138798788189888,
-0.19226230680942535,
-0.23665262758731842,
0.676705539226532,
0.17320828139781952,
0.12165491282939911,
-0.04732002690434456,
-0.17078359425067902,
-0.40979719161987305,
-0.22928418219089508,
0.1703745424747467,
-0.3344258666038513,
-0.5908136367797852,
0.3133072257041931,
-0.45030689239501953,
-0.4157237708568573,
0.038999926298856735,
0.1510157436132431,
0.05546565726399422,
0.4662572145462036,
-0.020336579531431198,
-0.23315554857254028,
-0.305847704410553,
0.22120144963264465,
-0.21928316354751587,
0.18224844336509705,
0.014101073145866394,
0.04141107574105263,
0.14083217084407806,
0.024425210431218147,
-0.13050569593906403,
0.12179659307003021,
-0.018033010885119438,
-0.3016532361507416,
0.08221016824245453,
0.2010878026485443,
0.20492461323738098,
0.5803419351577759,
0.4103989899158478,
0.29808399081230164,
0.2216825783252716,
0.18894562125205994,
0.6551343202590942,
0.021019453182816505,
-0.22114554047584534,
0.24251888692378998,
-0.03966786339879036,
-0.04716423898935318,
0.05398544296622276,
0.04498748853802681,
0.04203060641884804,
0.03786972910165787,
0.013038733042776585,
-0.23989573121070862,
-0.502990186214447,
-0.21200278401374817,
-0.19949457049369812,
0.0904497280716896,
0.09919054061174393,
0.12032023817300797,
-0.22870482504367828,
-0.22254937887191772,
0.03507469967007637,
0.29910972714424133,
0.1776905357837677,
0.31965914368629456,
-0.360870361328125,
0.10826846212148666,
-0.1985739767551422,
0.48023658990859985,
-0.01238697487860918,
0.5126088261604309,
-0.15565060079097748,
0.1874571293592453,
0.21411752700805664,
0.3622047007083893,
0.4309050142765045,
-0.4064325988292694,
0.19574661552906036,
-0.11442757397890091,
0.1360836625099182,
0.12786976993083954,
-0.24623124301433563,
0.3391296863555908,
0.4184546172618866,
0.1934327930212021,
0.21804822981357574,
0.12385834753513336,
-0.182077556848526,
-0.3830624520778656,
-0.1949625462293625,
-0.08456330746412277,
-0.12239819020032883,
0.01940213143825531,
0.0919780284166336,
-0.2639189660549164,
-0.038447290658950806,
0.26746314764022827,
-0.41279008984565735,
-0.24457703530788422,
0.003988274373114109,
-0.19754454493522644,
0.12053225934505463,
-0.07658737152814865,
-0.17166538536548615,
0.3838123083114624,
-0.01901424676179886,
0.0007579587399959564,
0.42234933376312256,
-0.11193559318780899,
0.18203313648700714,
0.445409893989563,
-0.2894163131713867,
0.15306401252746582,
-0.290500283241272,
-0.2587004601955414,
0.33080947399139404,
0.09025922417640686,
-0.34665414690971375,
0.011935543268918991,
0.20443719625473022,
-0.06436283141374588,
-0.2862595021724701,
-0.08649645745754242,
0.04355233162641525,
0.049952324479818344,
-0.13651864230632782,
-0.6606181859970093,
0.25890427827835083,
0.5378466248512268,
-0.280497670173645,
0.2354457825422287,
-0.12158741056919098,
-0.37394213676452637,
0.08993615210056305,
0.12441155314445496,
0.7908812761306763,
-0.194777250289917,
0.38480737805366516,
-0.4029829800128937,
-0.008862053975462914,
0.1285378485918045,
-0.4445783495903015,
0.08155232667922974,
-0.5112548470497131,
-0.33671870827674866,
-0.0641426295042038,
-0.13370944559574127,
0.03306442126631737,
0.3707943558692932,
-0.04970590025186539,
0.154371976852417,
-0.15447059273719788,
-0.05728955194354057,
-0.1636883020401001,
-0.15316501259803772,
-0.37308159470558167,
-0.23707854747772217,
0.14580094814300537,
0.09375740587711334,
-0.1470615118741989,
0.1671067327260971,
0.05070226266980171,
-0.0046258484944701195,
-0.2059449553489685,
0.2701793909072876,
-0.30426281690597534,
0.02009105123579502,
-0.7715394496917725,
0.22406725585460663,
-0.17639882862567902,
0.044542096555233,
0.08037329465150833,
0.32504644989967346,
0.4931789040565491,
0.35522156953811646,
-0.03897674381732941,
0.0892631933093071,
0.3555331826210022,
0.11776784807443619,
-0.16836898028850555,
0.07760832458734512,
0.3183530271053314,
0.17128928005695343,
0.10535552352666855,
-0.3185611665248871,
-0.16088134050369263,
-0.2662641406059265,
-0.3522586524486542,
0.17898418009281158,
-0.0570514053106308,
-0.25640565156936646,
0.04953509196639061,
-0.1536659300327301,
-0.04810921475291252,
0.0013126645935699344,
0.050559546798467636,
0.43362951278686523,
0.006098465528339148,
0.5138241052627563,
-0.3861309587955475,
-0.321929007768631,
0.0463545098900795,
0.6867851614952087,
-0.12127093225717545,
-0.17530032992362976,
0.25780192017555237,
-0.2270268350839615,
-0.22555620968341827,
-0.1534278243780136,
0.12180253863334656,
0.10556459426879883,
-0.2715558111667633,
0.08940698951482773,
0.11677007377147675,
-0.08391208201646805,
0.20190457999706268,
-0.4685652554035187,
0.052598707377910614,
0.04471242427825928,
0.08013323694467545,
-0.3671693801879883,
-0.4777836203575134,
-0.24790731072425842,
-0.2256656289100647,
0.2167542576789856,
0.2146308273077011,
-0.48041269183158875,
0.15370260179042816,
-0.017410358414053917,
-0.21900060772895813,
-0.11487267166376114,
-0.06034250929951668,
0.10701678693294525,
0.28442618250846863,
0.011100801639258862,
0.008009170182049274,
-0.19909529387950897,
-0.11154111474752426,
-0.0861448124051094,
-0.1366700381040573,
-0.15925350785255432,
-0.10844787210226059,
0.1500968635082245,
0.15915563702583313,
-0.3309411108493805,
0.05986744910478592,
-0.4954995810985565,
-0.08865372091531754,
-0.45392224192619324,
0.02922394685447216,
0.4149194061756134,
0.18819639086723328,
0.32451149821281433,
0.09235547482967377,
0.05605093389749527,
-0.07511690258979797,
0.15026570856571198,
-0.2506338059902191,
-0.30604636669158936,
-0.2019360363483429,
0.22434964776039124,
-0.26156681776046753,
-0.012210681103169918,
0.2307129204273224,
-0.14341120421886444,
0.08363892138004303,
0.07022065669298172,
0.13976648449897766,
-0.06603816151618958,
-0.03642930090427399,
0.012190228328108788,
0.3226594924926758,
0.1396934986114502,
-0.06910951435565948,
-0.01067674346268177,
0.28282323479652405,
0.07459388673305511,
0.03340098634362221,
-0.2358488142490387,
0.252793550491333,
-0.1717260777950287,
0.07322327047586441,
0.2959071397781372,
0.19935300946235657,
-0.2549949884414673,
0.0898619294166565,
-0.04004993662238121,
0.05415218323469162,
-0.4245873987674713,
0.3397022485733032,
-0.09816814213991165,
0.1198810413479805,
0.09367135167121887,
0.2689901888370514,
0.19475582242012024,
0.10341261327266693,
0.35013967752456665,
0.16343878209590912,
0.23263436555862427,
0.2107982039451599,
-0.36922064423561096,
0.19714169204235077,
-0.6348792910575867,
0.09334138035774231,
0.056286729872226715,
-0.08659805357456207,
0.30663415789604187,
0.1521221250295639,
0.30387941002845764,
0.004368030000478029,
-0.2596385180950165,
0.05651108920574188,
-0.07708277553319931,
-0.10694137215614319,
-0.13040584325790405,
0.0652909204363823,
0.11955535411834717,
-0.01690809056162834,
-0.2276172637939453,
-0.14215445518493652,
-0.152427539229393,
0.12549591064453125,
0.216718390583992,
0.1407487541437149,
0.17793387174606323,
-0.08393547683954239,
0.16795630753040314,
0.11249686777591705,
-0.20654623210430145,
-0.1242295429110527,
-0.23509469628334045,
-0.15807774662971497,
0.242718905210495,
0.08407778292894363,
0.20053306221961975,
0.013467826880514622,
0.11361907422542572,
0.294255793094635,
0.35425156354904175,
0.02978305146098137,
-0.3016223609447479,
0.3524743616580963,
-0.11501739919185638,
-0.36157864332199097,
0.07311145216226578,
0.012349451892077923,
-0.07623587548732758,
-0.10622807592153549,
-0.22836534678936005,
-0.017844118177890778,
0.11968670785427094,
0.03880716860294342,
-0.13913337886333466,
-0.5474353432655334,
0.03299248218536377,
0.013050563633441925,
0.16632163524627686,
0.0737847089767456,
0.49634215235710144,
0.02794705331325531,
0.20067526400089264,
-0.5633284449577332,
0.034556176513433456,
0.48462095856666565,
0.2992677390575409,
0.4735642671585083,
-0.1852978765964508,
-0.019009193405508995,
-0.009206515736877918,
-0.4812477231025696,
0.07532263547182083,
0.2396785020828247,
0.3669990003108978,
-0.03173087164759636,
-0.21184708178043365,
0.08985622972249985,
-0.17153295874595642,
0.44357889890670776,
-0.3060118556022644,
0.4268414080142975,
0.3170052468776703,
-0.23414477705955505,
-0.27567872405052185,
0.1760120391845703,
-0.014743627049028873,
0.16408224403858185,
-0.41003140807151794,
0.23711121082305908,
0.0033722606021910906,
0.04076465591788292,
-0.1905738264322281,
-0.01983022876083851,
0.16663965582847595,
0.4183310568332672,
0.4170885980129242,
0.24839964509010315,
-0.04172744229435921,
0.06295017898082733,
0.2919251024723053,
-0.43171176314353943,
0.1377900093793869,
-0.23352393507957458,
-0.10244480520486832,
-0.20492571592330933,
0.09117262065410614,
-0.5365703701972961,
-0.25655418634414673,
-0.40641289949417114,
0.08364024013280869,
-0.12799526751041412,
0.2629208564758301,
0.05298181623220444,
0.17037907242774963,
-0.059997837990522385,
0.09543948620557785,
0.30645084381103516,
0.2437160462141037,
-0.11010461300611496,
0.3391706347465515,
-0.497008353471756,
-0.28194642066955566,
0.4078901410102844,
-0.3286449611186981,
-0.18217167258262634,
-0.005822799634188414,
0.39234474301338196,
0.15608827769756317,
-0.23638489842414856,
-0.043481335043907166,
0.16047178208827972,
0.30314311385154724,
-0.31538668274879456,
-0.1380482017993927,
0.05526699870824814,
-0.29858943819999695,
0.08156386762857437,
-0.15724681317806244,
0.408376544713974,
0.08653032779693604,
-0.2282264530658722,
0.1088334172964096,
-0.13530750572681427
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Would it be possible to actually set the umask based on a user provided argument? For example, a popular usecase my team has is using a shared file-system for processing datasets. This may involve writing/deleting other files, or changing filenames, which a -rw-r--r-- wouldn't fix. | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 45 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Would it be possible to actually set the umask based on a user provided argument? For example, a popular usecase my team has is using a shared file-system for processing datasets. This may involve writing/deleting other files, or changing filenames, which a -rw-r--r-- wouldn't fix. | [
-0.1471501886844635,
0.09206648916006088,
-0.0505225732922554,
-0.05057569965720177,
-0.10244075208902359,
0.0650751143693924,
0.2770627439022064,
0.03331337869167328,
-0.12057279795408249,
0.07548259943723679,
-0.08884113281965256,
-0.12017891556024551,
0.09109780192375183,
-0.421970009803772,
-0.19256606698036194,
0.2325337827205658,
0.13335773348808289,
-0.017663219943642616,
0.1507478952407837,
-0.1546301692724228,
-0.21149742603302002,
-0.0136961555108428,
-0.0854257270693779,
-0.07912441343069077,
-0.3535499572753906,
-0.17215487360954285,
0.16812747716903687,
0.270664781332016,
-0.05658359080553055,
-0.07852359116077423,
0.22508196532726288,
0.6471480131149292,
0.1497717648744583,
0.05381061136722565,
-0.00011989403719780967,
-0.2870418131351471,
0.006173744797706604,
-0.15166760981082916,
-0.06340409815311432,
0.1870575100183487,
0.08874665945768356,
0.06735040992498398,
-0.10307866334915161,
-0.1247892677783966,
-0.09440869837999344,
0.22612044215202332,
0.18142244219779968,
-0.7467895746231079,
0.3664298951625824,
0.1748211681842804,
0.10952547192573547,
-0.1968879997730255,
-0.3863593339920044,
0.02779245562851429,
0.17780697345733643,
0.12260974943637848,
-0.12851004302501678,
0.04909942299127579,
0.4465581178665161,
-0.2761498987674713,
-0.09581702202558517,
-0.06984098255634308,
-0.2673170864582062,
0.09566031396389008,
0.1645161509513855,
-0.13033552467823029,
-0.24298197031021118,
-0.39944320917129517,
0.14509019255638123,
0.11066730320453644,
0.6790688633918762,
-0.11666104942560196,
-0.5629661679267883,
-0.11351504921913147,
0.11431493610143661,
0.38432449102401733,
0.3292589783668518,
0.276602178812027,
-0.16324158012866974,
0.34129852056503296,
-0.44928398728370667,
0.18957698345184326,
-0.15688322484493256,
0.10351208597421646,
0.1970229148864746,
0.1023675873875618,
0.0025068491231650114,
0.06778688728809357,
0.01150116790086031,
-0.028824392706155777,
0.2265235036611557,
0.05814163759350777,
-0.2915633022785187,
0.45325568318367004,
-0.16343997418880463,
0.04481540620326996,
-0.2036423534154892,
0.4242894947528839,
0.22303885221481323,
0.36838826537132263,
0.2776878774166107,
0.24173343181610107,
-0.04898020997643471,
0.3250260353088379,
0.002622822532430291,
0.22215040028095245,
0.43809181451797485,
0.3034619390964508,
0.5250228047370911,
-0.3199165463447571,
-0.11069852858781815,
0.05349241569638252,
0.028156282380223274,
-0.31997421383857727,
0.0004486058314796537,
0.2718319296836853,
-0.025618890300393105,
-0.23009902238845825,
0.15154656767845154,
0.00741993635892868,
-0.2516164779663086,
-0.22014553844928741,
-0.0146006615832448,
0.3301811218261719,
0.11046496778726578,
0.021261723712086678,
0.1741764098405838,
0.25906288623809814,
-0.047053560614585876,
-0.23974907398223877,
0.0658554956316948,
-0.3669915795326233,
-0.30045875906944275,
0.44151222705841064,
0.4217767119407654,
0.09304086863994598,
0.05566111207008362,
0.19593365490436554,
0.1799553483724594,
-0.2045554667711258,
0.40452831983566284,
-0.010559339076280594,
0.47550490498542786,
0.29111215472221375,
0.41278472542762756,
0.3071925938129425,
0.152610644698143,
-0.15125826001167297,
-0.1715557873249054,
0.3212668299674988,
-0.23732657730579376,
-0.13875816762447357,
0.32561737298965454,
-0.009579265490174294,
-0.0672042965888977,
0.29845327138900757,
-0.29006779193878174,
0.04070628806948662,
0.46712350845336914,
-0.03430500999093056,
0.4679355025291443,
0.23952658474445343,
-0.1093883067369461,
-0.37183699011802673,
-0.15334708988666534,
0.25111842155456543,
0.012815424241125584,
-0.15370525419712067,
-0.14967048168182373,
0.027478935196995735,
-0.11709587275981903,
0.500441312789917,
-0.010764951817691326,
0.06908170133829117,
-0.17807331681251526,
0.20327097177505493,
0.46452653408050537,
-0.052138179540634155,
-0.5090233683586121,
0.0684354230761528,
0.2420681118965149,
-0.004205947741866112,
0.3027637004852295,
0.15403339266777039,
-0.13935616612434387,
-0.1594105064868927,
0.134870246052742,
0.3490009009838104,
0.14409181475639343,
0.18849323689937592,
0.06461276859045029,
0.0059750257059931755,
-0.1699058711528778,
-0.02775326557457447,
0.03733742609620094,
0.255749374628067,
0.3359963893890381,
-0.34381893277168274,
0.328537255525589,
-0.29109567403793335,
0.20323733985424042,
0.3947826027870178,
0.1977982521057129,
-0.02138109877705574,
-0.036980465054512024,
0.07348811626434326,
-0.3018440306186676,
0.24685296416282654,
-0.11586298793554306,
-0.2352430820465088,
0.1687188297510147,
-0.5432312488555908,
0.18679489195346832,
-0.26269927620887756,
-0.05731410160660744,
-0.13966645300388336,
-0.021017499268054962,
0.15439383685588837,
-0.04252660647034645,
-0.3075685203075409,
0.08693434298038483,
0.3220131993293762,
0.1850208044052124,
-0.007995422929525375,
-0.13419269025325775,
0.025866307318210602,
-0.0760849192738533,
-0.09818756580352783,
-0.17631950974464417,
-0.09620016068220139,
0.23546399176120758,
0.12450364232063293,
-0.2654774785041809,
0.3121874928474426,
0.1975405365228653,
-0.050685301423072815,
-0.19365809857845306,
0.2976669371128082,
-0.06724320352077484,
0.18819653987884521,
0.09365642070770264,
-0.14303110539913177,
-0.12927652895450592,
-0.14050012826919556,
-0.34750476479530334,
0.5174837112426758,
-0.08013399690389633,
-0.12006135284900665,
-0.14880052208900452,
0.2907131016254425,
0.182388037443161,
-0.03521670773625374,
-0.11652689427137375,
-0.10509347170591354,
0.13710534572601318,
0.18944746255874634,
0.4115881621837616,
0.13009792566299438,
0.1390412598848343,
-0.019922129809856415,
0.30391183495521545,
0.15208595991134644,
0.15590006113052368,
0.0640677958726883,
-0.05928507074713707,
0.11747141927480698,
0.257425993680954,
0.30712878704071045,
0.3168763816356659,
0.077137790620327,
0.24865031242370605,
-0.1861855834722519,
0.299437016248703,
-0.17617753148078918,
-0.014917724765837193,
-0.0744069442152977,
-0.19402791559696198,
-0.17326128482818604,
-0.21222899854183197,
-0.07874668389558792,
-0.036578886210918427,
0.1973813772201538,
-0.10330408066511154,
0.05942996218800545,
-0.3922624886035919,
-0.1274556666612625,
-0.1077193096280098,
-0.18077166378498077,
0.2595334053039551,
0.003695120569318533,
-0.5104748606681824,
-0.12437640875577927,
-0.05584806203842163,
0.2698236107826233,
-0.046906448900699615,
0.27977263927459717,
-0.20464755594730377,
0.25116556882858276,
-0.14711593091487885,
-0.02175181359052658,
-0.1354898363351822,
0.1627025306224823,
0.13629849255084991,
-0.011604310013353825,
0.2251497358083725,
-0.5673706531524658,
0.11501209437847137,
0.009725515730679035,
0.1968264877796173,
-0.2695707678794861,
0.018731988966464996,
-0.17576245963573456,
0.08691127598285675,
0.07481179386377335,
-0.3606031537055969,
-0.046183615922927856,
-0.22654014825820923,
-0.09107580035924911,
-0.08368778228759766,
-0.33457446098327637,
-0.11628860980272293,
-0.02342650294303894,
0.1639757752418518,
-0.1311141699552536,
-0.22629131376743317,
0.020182445645332336,
-0.14110195636749268,
-0.1289471536874771,
0.5307949185371399,
0.13322719931602478,
0.22470971941947937,
-0.17567232251167297,
-0.17226174473762512,
-0.4226777255535126,
-0.12573596835136414,
0.14539888501167297,
-0.32454627752304077,
-0.6174482107162476,
0.326646089553833,
-0.4711764454841614,
-0.31621184945106506,
-0.007634174544364214,
0.1587119996547699,
0.07544374465942383,
0.5489594340324402,
0.06612519174814224,
-0.18262426555156708,
-0.2251124531030655,
0.11580166965723038,
-0.19051969051361084,
0.10722286999225616,
-0.0054888250306248665,
0.034658368676900864,
0.14487487077713013,
-0.010273677296936512,
-0.14964604377746582,
0.10108578950166702,
-0.10544407367706299,
-0.2845732867717743,
0.17953279614448547,
0.1075248271226883,
0.19620200991630554,
0.5320224761962891,
0.40163612365722656,
0.44964975118637085,
0.23469845950603485,
0.3224683701992035,
0.6212497353553772,
0.1091478019952774,
0.007069882471114397,
0.10998523235321045,
0.05644462630152702,
-0.1976521909236908,
0.19281038641929626,
0.13784106075763702,
-0.1425187587738037,
0.025061924010515213,
-0.07511977106332779,
-0.16839005053043365,
-0.5382795929908752,
-0.02260715514421463,
-0.3873752951622009,
0.08684904873371124,
-0.026056012138724327,
0.195929154753685,
-0.26851147413253784,
-0.18003152310848236,
0.030775636434555054,
0.3571222126483917,
0.15172666311264038,
0.35055747628211975,
-0.6412392258644104,
0.09082324057817459,
-0.3167814016342163,
0.4719899892807007,
-0.04250349476933479,
0.4521334171295166,
-0.24611526727676392,
0.22703450918197632,
0.16411732137203217,
0.3275582194328308,
0.3271009624004364,
-0.49882230162620544,
0.32677966356277466,
0.00935305468738079,
0.008739837445318699,
0.1913572996854782,
-0.11924944818019867,
0.33214911818504333,
0.36682984232902527,
0.09374196827411652,
0.15429642796516418,
0.1609756201505661,
-0.09152401983737946,
-0.5370302796363831,
-0.3308064043521881,
-0.11164333671331406,
-0.2367696464061737,
0.2170095294713974,
0.10543956607580185,
-0.18626126646995544,
-0.016410404816269875,
0.3671916127204895,
-0.4705692529678345,
-0.09947579354047775,
0.02742411196231842,
-0.381095290184021,
0.20719940960407257,
0.15393292903900146,
-0.10855711251497269,
0.23312373459339142,
-0.04775751009583473,
-0.1471509337425232,
0.3043552339076996,
-0.028974447399377823,
0.3442009389400482,
0.3182346522808075,
-0.2673044204711914,
0.292896568775177,
-0.21886616945266724,
-0.3312991261482239,
0.4388863146305084,
0.08419492840766907,
-0.2857547402381897,
-0.0908566489815712,
0.2405925840139389,
-0.08958563208580017,
-0.2242974042892456,
-0.14346471428871155,
-0.13658004999160767,
0.06769944727420807,
-0.17062392830848694,
-0.6507314443588257,
0.21933770179748535,
0.620601236820221,
-0.3546893000602722,
0.2753138840198517,
-0.06872095167636871,
-0.4185906946659088,
0.3697207570075989,
0.17524319887161255,
0.8520856499671936,
-0.19543106853961945,
0.43178173899650574,
-0.5393022298812866,
0.056181106716394424,
-0.009326782077550888,
-0.5421410202980042,
0.0954178124666214,
-0.48270943760871887,
-0.31961339712142944,
-0.15986599028110504,
-0.11526952683925629,
0.09652724117040634,
0.5368819832801819,
-0.0007456796593032777,
0.08837883174419403,
-0.056539762765169144,
-0.1894957572221756,
-0.04728437215089798,
-0.17385676503181458,
-0.4432772397994995,
-0.20745427906513214,
0.2550070285797119,
0.04838962480425835,
-0.08105306327342987,
0.018403368070721626,
0.07283834367990494,
0.08736446499824524,
-0.2621508240699768,
0.17075634002685547,
-0.3432576358318329,
-0.03462289273738861,
-0.7361094355583191,
0.059739261865615845,
-0.1482694298028946,
0.0414167195558548,
0.19489237666130066,
0.43655529618263245,
0.41909971833229065,
0.3678158223628998,
0.0034498341847211123,
0.12866388261318207,
0.29112762212753296,
0.19329863786697388,
-0.1187673956155777,
0.005705301184207201,
0.2679215371608734,
0.19809377193450928,
0.08601996302604675,
-0.20347069203853607,
-0.12119583040475845,
-0.3485175669193268,
-0.3933890163898468,
0.05394342914223671,
0.10854983329772949,
-0.26800107955932617,
-0.09995529800653458,
-0.3109745979309082,
-0.055522724986076355,
0.09468252956867218,
0.020819788798689842,
0.4337207078933716,
-0.01176872756332159,
0.5506770014762878,
-0.32825860381126404,
-0.2934182584285736,
0.063447505235672,
0.667795717716217,
-0.19444838166236877,
-0.24920782446861267,
0.13110284507274628,
-0.2961776554584503,
-0.21818509697914124,
-0.12239035964012146,
0.08971010148525238,
0.2830389142036438,
-0.22775715589523315,
-0.06522917002439499,
-0.007820402272045612,
-0.18304495513439178,
0.2490392029285431,
-0.44173377752304077,
0.12384036928415298,
0.2165517508983612,
0.08228810876607895,
-0.3332439064979553,
-0.30159738659858704,
-0.27592965960502625,
-0.1818505972623825,
0.22809216380119324,
0.29551810026168823,
-0.6359661817550659,
0.13830262422561646,
0.17535081505775452,
-0.1639893651008606,
-0.23781153559684753,
0.010699204169213772,
0.1082935482263565,
0.052919283509254456,
0.14607597887516022,
-0.13914062082767487,
-0.17091648280620575,
-0.1404721885919571,
-0.057396166026592255,
0.045259032398462296,
-0.09434205293655396,
-0.07158214598894119,
0.18963323533535004,
0.16896727681159973,
-0.4297359883785248,
0.24337439239025116,
-0.4658847451210022,
-0.07275521755218506,
-0.5211846232414246,
0.03723302111029625,
0.44001200795173645,
0.09621759504079819,
0.3277228772640228,
0.17764325439929962,
-0.01676848717033863,
-0.3144002854824066,
0.14125725626945496,
-0.17704181373119354,
-0.2571637034416199,
-0.21366596221923828,
0.1840849071741104,
-0.31344982981681824,
-0.0858430415391922,
0.34309151768684387,
-0.0227573923766613,
0.16735753417015076,
0.12697865068912506,
0.03578335791826248,
0.0650409609079361,
-0.041578684002161026,
0.011366698890924454,
0.2966189980506897,
-0.1352151781320572,
-0.05555867776274681,
0.020754871889948845,
0.3500750660896301,
0.02641371823847294,
0.1389428973197937,
-0.24979358911514282,
0.2174222618341446,
-0.12841038405895233,
0.02364756353199482,
0.4656296968460083,
0.15407975018024445,
-0.41797882318496704,
0.1808341145515442,
-0.19816136360168457,
0.14398778975009918,
-0.3473329246044159,
0.2857910096645355,
0.003998310770839453,
0.047026511281728745,
0.12415556609630585,
0.14425238966941833,
0.07800348848104477,
0.2447064071893692,
0.24671953916549683,
0.20318637788295746,
0.21009722352027893,
0.2925574481487274,
-0.3740958869457245,
0.15250739455223083,
-0.6392157673835754,
0.0923316478729248,
0.05736949294805527,
0.03863011300563812,
0.306613028049469,
0.12077735364437103,
0.04551547020673752,
0.14421844482421875,
-0.17202258110046387,
0.08899135142564774,
-0.17066729068756104,
-0.08452002704143524,
-0.16405843198299408,
-0.02271837368607521,
0.07303867489099503,
-0.1671442687511444,
-0.22943773865699768,
-0.30763983726501465,
-0.16272972524166107,
0.13992321491241455,
0.29154685139656067,
0.18346308171749115,
0.21290546655654907,
-0.012916434556245804,
0.07763918489217758,
0.049240224063396454,
-0.29989752173423767,
-0.20141872763633728,
-0.32896631956100464,
-0.07475541532039642,
0.3622373342514038,
0.04532821476459503,
0.14281213283538818,
0.09104501456022263,
0.14894787967205048,
0.252482533454895,
0.21231991052627563,
0.08967525511980057,
-0.30447906255722046,
0.1689475029706955,
-0.01945522055029869,
-0.3877960741519928,
0.032374922186136246,
-0.011439847759902477,
-0.03277943655848503,
-0.07193195819854736,
-0.1853448450565338,
-0.11226823180913925,
0.020879868417978287,
0.037501949816942215,
-0.10523808002471924,
-0.4290221929550171,
0.1587054580450058,
-0.033829402178525925,
0.19280391931533813,
0.042140498757362366,
0.36707568168640137,
0.026292964816093445,
0.21010445058345795,
-0.39655357599258423,
-0.005846734158694744,
0.42311710119247437,
0.1866990476846695,
0.46272072196006775,
-0.1875656694173813,
0.039490293711423874,
-0.14630015194416046,
-0.3878421485424042,
0.125343456864357,
0.2441619485616684,
0.3161037564277649,
-0.028806615620851517,
-0.35110294818878174,
0.19668656587600708,
-0.07667405158281326,
0.5007020831108093,
-0.11721441894769669,
0.22036561369895935,
0.45269614458084106,
-0.2806835174560547,
-0.29369351267814636,
0.2575284540653229,
-0.011424255557358265,
0.13738594949245453,
-0.4255504906177521,
0.150564506649971,
0.06130649894475937,
0.01768997684121132,
-0.13032083213329315,
-0.15691350400447845,
0.16898684203624725,
0.5910170674324036,
0.3161933124065399,
0.29639506340026855,
-0.055100906640291214,
-0.02911888249218464,
0.41832223534584045,
-0.28775569796562195,
0.241988867521286,
-0.24078086018562317,
-0.1349707841873169,
-0.16516058146953583,
0.16663458943367004,
-0.6858278512954712,
-0.2540328800678253,
-0.34173470735549927,
0.02973128668963909,
-0.16837070882320404,
0.21993736922740936,
0.04623318091034889,
0.22816523909568787,
-0.17286303639411926,
0.13773378729820251,
0.3757638931274414,
0.38087889552116394,
-0.14946290850639343,
0.44928595423698425,
-0.4867343306541443,
-0.007340525276958942,
0.25010770559310913,
-0.2229316532611847,
-0.1709308922290802,
-0.08036539703607559,
0.351757287979126,
0.12708894908428192,
-0.26989275217056274,
0.12201133370399475,
0.027054382488131523,
0.3331512212753296,
-0.272173136472702,
-0.10104390978813171,
0.006985058076679707,
-0.24729596078395844,
-0.048984892666339874,
-0.156402587890625,
0.338500052690506,
0.15707087516784668,
-0.21794860064983368,
0.03385007008910179,
-0.307343989610672
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Note that you can get the cache files of a dataset with the `cache_files` attributes.
Then you can `chmod` those files and all the other cache files in the same directory.
Moreover we can probably keep the same permissions after each transform. This way you just need to set the permissions once after doing `load_dataset` for example, and then all the new transformed cached files will have the same permissions.
What do you think ? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 75 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Note that you can get the cache files of a dataset with the `cache_files` attributes.
Then you can `chmod` those files and all the other cache files in the same directory.
Moreover we can probably keep the same permissions after each transform. This way you just need to set the permissions once after doing `load_dataset` for example, and then all the new transformed cached files will have the same permissions.
What do you think ? | [
-0.11946775019168854,
0.25942355394363403,
-0.09670412540435791,
0.030385196208953857,
0.023178813979029655,
0.10834978520870209,
0.3391302525997162,
0.21172547340393066,
-0.33623436093330383,
-0.03682338446378708,
-0.1443874090909958,
0.022060297429561615,
0.010938477702438831,
-0.25250741839408875,
-0.03013272024691105,
0.074388287961483,
0.22781021893024445,
0.12081380188465118,
-0.11842875182628632,
-0.07780849933624268,
-0.07537391781806946,
-0.15563040971755981,
-0.06453368812799454,
-0.06881531327962875,
-0.2214256376028061,
-0.15285532176494598,
0.23447445034980774,
0.14636817574501038,
0.06782670319080353,
-0.04603460431098938,
0.22121542692184448,
0.5300707817077637,
0.13943621516227722,
0.12973210215568542,
-0.00011139969865325838,
-0.1518128365278244,
-0.01842419244349003,
-0.08940339088439941,
0.05359010770916939,
0.19440993666648865,
-0.13250501453876495,
-0.2093677669763565,
-0.27640655636787415,
-0.15940998494625092,
-0.11222441494464874,
0.11670471727848053,
0.1642093062400818,
-0.6036272644996643,
0.5433728098869324,
0.14046138525009155,
0.19184935092926025,
-0.17892618477344513,
-0.4104810655117035,
0.08267640322446823,
0.2436181753873825,
0.07859373837709427,
-0.17851750552654266,
0.048015251755714417,
0.27318084239959717,
-0.07998175173997879,
-0.04989585280418396,
0.14044640958309174,
-0.2539244294166565,
0.023676227778196335,
0.23574471473693848,
-0.1408499926328659,
-0.2738702595233917,
-0.5522377490997314,
0.14366859197616577,
0.08342637121677399,
0.6017303466796875,
-0.12325965613126755,
-0.5118141174316406,
-0.2026667296886444,
0.10506787896156311,
0.20665253698825836,
0.27122512459754944,
0.3691604733467102,
0.09368281066417694,
0.296542763710022,
-0.5677490830421448,
-0.04961295425891876,
-0.17337137460708618,
-0.044534362852573395,
0.20272788405418396,
-0.11691982299089432,
-0.035912275314331055,
0.057854242622852325,
-0.02208578586578369,
-0.06127713620662689,
0.2435198277235031,
0.16880008578300476,
-0.3648126721382141,
0.3007422089576721,
-0.18602430820465088,
0.08122970163822174,
-0.2588996887207031,
0.4488409161567688,
0.16287775337696075,
0.32402029633522034,
0.09203113615512848,
0.19522278010845184,
0.07095780223608017,
0.14084255695343018,
-0.06136707589030266,
0.29602986574172974,
0.24897639453411102,
0.43937551975250244,
0.4983155429363251,
-0.3928605020046234,
-0.2331751137971878,
0.025957699865102768,
-0.0031997975893318653,
-0.3885253071784973,
0.042304158210754395,
0.30141502618789673,
0.005866608116775751,
-0.19410587847232819,
0.23180945217609406,
0.0230728592723608,
0.027775784954428673,
-0.20674800872802734,
0.034829992800951004,
0.29147079586982727,
0.13738296926021576,
-0.048593174666166306,
0.03129751980304718,
0.1531578153371811,
0.08779053390026093,
-0.4073995053768158,
-0.014228792861104012,
-0.31886857748031616,
-0.42004188895225525,
0.424870103597641,
0.454443097114563,
-0.15314926207065582,
-0.05728054791688919,
0.2649717330932617,
0.26611629128456116,
-0.19074250757694244,
0.23798422515392303,
-0.02167026326060295,
0.45783737301826477,
0.3296436667442322,
0.19381888210773468,
0.31199485063552856,
0.07201159745454788,
0.06076176092028618,
-0.14678649604320526,
0.2923784554004669,
-0.2984638214111328,
-0.1055828258395195,
0.3784656822681427,
0.05579379200935364,
-0.01330285333096981,
0.3157939314842224,
-0.3977428078651428,
0.058838799595832825,
0.5510912537574768,
-0.1779380440711975,
0.3704768121242523,
0.20523366332054138,
-0.027376113459467888,
-0.36652207374572754,
-0.15808431804180145,
0.3250623345375061,
0.008227163925766945,
-0.033244963735342026,
0.017076196148991585,
0.029468901455402374,
-0.07307679206132889,
0.2770829200744629,
-0.07740671932697296,
0.08949679136276245,
-0.13274002075195312,
0.10823386907577515,
0.5130736827850342,
0.0005704551003873348,
-0.5620498061180115,
0.13424824178218842,
0.19256263971328735,
-0.17343257367610931,
0.2454901486635208,
0.009696854278445244,
0.11853358894586563,
-0.21282640099525452,
-0.25831902027130127,
0.3564736247062683,
0.1773575246334076,
0.2536078989505768,
0.11098042130470276,
0.07335831969976425,
0.04106931388378143,
-0.13297386467456818,
0.11544100940227509,
0.4333031475543976,
0.29926127195358276,
-0.1824631541967392,
0.16170932352542877,
-0.37664297223091125,
0.27516549825668335,
0.45553240180015564,
-0.0365319587290287,
-0.10155151039361954,
-0.01766320876777172,
-0.007352511864155531,
-0.39465779066085815,
0.24729815125465393,
-0.3183889091014862,
-0.3896825611591339,
0.0755651444196701,
-0.4126991331577301,
0.04926507920026779,
-0.39189574122428894,
-0.16421283781528473,
-0.09876569360494614,
0.10220519453287125,
0.028506621718406677,
0.012479839846491814,
-0.3670448064804077,
0.13142678141593933,
0.4621594548225403,
0.2361070215702057,
-0.011070992797613144,
-0.16298866271972656,
0.13592837750911713,
-0.09196237474679947,
-0.03928332403302193,
-0.23354147374629974,
-0.022504622116684914,
0.30919429659843445,
-0.07419807463884354,
-0.2938145697116852,
0.2166343778371811,
0.018628625199198723,
0.1711798459291458,
-0.10681861639022827,
0.3129379153251648,
0.03826456889510155,
0.025569485500454903,
0.13222172856330872,
-0.28721073269844055,
-0.1348642110824585,
-0.11010883003473282,
-0.18415257334709167,
0.3122931122779846,
-0.15726979076862335,
-0.00305834854952991,
-0.1704036146402359,
0.2214105725288391,
0.17165717482566833,
-0.07357064634561539,
-0.19878177344799042,
-0.16610689461231232,
-0.08806009590625763,
0.15407006442546844,
0.4002363383769989,
0.19949068129062653,
0.15894144773483276,
0.06835702061653137,
0.3487051725387573,
0.15812179446220398,
0.07298459112644196,
-0.039859507232904434,
-0.12381237000226974,
0.11629612743854523,
0.11393101513385773,
0.4215901494026184,
0.24963794648647308,
0.06240977719426155,
0.33822473883628845,
-0.12998321652412415,
0.3225904405117035,
-0.13424617052078247,
-0.011377152986824512,
-0.15507818758487701,
0.07260259985923767,
-0.12519656121730804,
-0.19601622223854065,
0.025293610990047455,
0.013151115737855434,
0.24325105547904968,
0.15219411253929138,
0.07365405559539795,
-0.3208758234977722,
-0.053105007857084274,
-0.24785968661308289,
-0.19402143359184265,
0.21869270503520966,
-0.05318943038582802,
-0.46664223074913025,
0.035102006047964096,
-0.2137261927127838,
0.12077628821134567,
-0.04208946228027344,
0.2620489001274109,
-0.21790926158428192,
0.1883024275302887,
-0.0940762534737587,
-0.09550265222787857,
-0.29508981108665466,
0.2740035951137543,
-0.016244813799858093,
0.014099224470555782,
0.2692718505859375,
-0.7202328443527222,
0.08227668702602386,
-0.10379144549369812,
0.335143506526947,
-0.3325999081134796,
-0.0013954008463770151,
-0.16773621737957,
-0.058396805077791214,
0.03999973088502884,
-0.5119996070861816,
0.07907260954380035,
-0.13213178515434265,
0.005573061760514975,
-0.15033510327339172,
-0.23887914419174194,
-0.1751629263162613,
0.06383324414491653,
-0.008443913422524929,
-0.06307470798492432,
-0.26914331316947937,
-0.11059032380580902,
-0.07486466318368912,
-0.15295478701591492,
0.4172171652317047,
0.02425304986536503,
0.22104476392269135,
0.07125457376241684,
-0.2961514890193939,
-0.4592241644859314,
-0.17086617648601532,
0.3224809169769287,
-0.3507021367549896,
-0.4663727283477783,
0.37464776635169983,
-0.4652487337589264,
-0.39194923639297485,
0.008976357989013195,
0.1525060534477234,
0.0956474170088768,
0.5313205122947693,
0.008107582107186317,
0.00656377337872982,
-0.21562208235263824,
0.16428539156913757,
-0.24481184780597687,
0.1427265703678131,
0.06334007531404495,
0.1203007623553276,
0.12329268455505371,
-0.026269232854247093,
-0.1419418305158615,
0.003965853713452816,
0.0027322384994477034,
-0.19794636964797974,
0.05590004846453667,
-0.023403434082865715,
0.24712443351745605,
0.6841848492622375,
0.47430235147476196,
0.24001410603523254,
0.2036268264055252,
0.33891651034355164,
0.6224414706230164,
0.120877206325531,
-0.19565284252166748,
0.14666883647441864,
-0.0395011268556118,
-0.1463402807712555,
0.07162859290838242,
0.024373259395360947,
-0.2579859495162964,
-0.004330181982368231,
0.011359848082065582,
-0.30836817622184753,
-0.42030027508735657,
-0.14789031445980072,
-0.35418951511383057,
0.22554871439933777,
0.14202991127967834,
0.0721619576215744,
-0.20011256635189056,
-0.176127091050148,
0.06706397980451584,
0.3497656583786011,
0.21497665345668793,
0.26235219836235046,
-0.3020285665988922,
-0.09926110506057739,
-0.21138308942317963,
0.3652661442756653,
-0.061691101640462875,
0.425564706325531,
-0.17671801149845123,
0.11119284480810165,
0.15212105214595795,
0.3573995530605316,
0.3918287754058838,
-0.34120240807533264,
0.25674745440483093,
-0.018717987462878227,
0.14706188440322876,
0.3458317518234253,
-0.2633594870567322,
0.4020397663116455,
0.3350731134414673,
0.027894064784049988,
0.1637222170829773,
0.10022939741611481,
-0.1153755635023117,
-0.4289383590221405,
-0.12455109506845474,
-0.15589313209056854,
-0.13361962139606476,
0.1555105298757553,
0.20040370523929596,
-0.1273490935564041,
-0.084638312458992,
0.24003306031227112,
-0.3544847369194031,
-0.2417871356010437,
0.02081375941634178,
-0.21397870779037476,
0.08737955242395401,
0.07659304141998291,
0.00047447875840589404,
0.3266927897930145,
0.11235734075307846,
-0.009301792830228806,
0.37241557240486145,
0.06925100833177567,
0.08343219757080078,
0.2979271411895752,
-0.19960471987724304,
0.2997160851955414,
-0.24800202250480652,
-0.18839441239833832,
0.2906961143016815,
0.011080462485551834,
-0.4031553268432617,
-0.24411650002002716,
0.11843381077051163,
-0.17410247027873993,
-0.2703233063220978,
-0.05456311255693436,
-0.14825621247291565,
-0.007920607924461365,
-0.233567476272583,
-0.6500526070594788,
0.24102136492729187,
0.5714666247367859,
-0.36360129714012146,
0.21106190979480743,
-0.298988938331604,
-0.39207223057746887,
0.09975993633270264,
0.12468018382787704,
0.8228701949119568,
-0.2001391500234604,
0.33726271986961365,
-0.43607744574546814,
0.09147053211927414,
0.03386234864592552,
-0.5424810647964478,
0.13351057469844818,
-0.3649224638938904,
-0.48454371094703674,
-0.13968747854232788,
-0.1753522902727127,
0.03290492668747902,
0.4268997311592102,
-0.05033985525369644,
0.13176195323467255,
-0.11103452742099762,
-0.11787749081850052,
-0.15766924619674683,
-0.24483345448970795,
-0.1609954833984375,
-0.316603422164917,
0.28711196780204773,
0.1259293407201767,
-0.31888046860694885,
0.0841592401266098,
-0.03727542236447334,
-0.044224128127098083,
-0.20891864597797394,
0.3265964686870575,
-0.25530335307121277,
0.10092242807149887,
-0.5163575410842896,
0.10253307968378067,
-0.2737678587436676,
-0.04475830867886543,
0.17235922813415527,
0.3448406755924225,
0.3541642427444458,
0.328672856092453,
0.01281362771987915,
0.04265984520316124,
0.29861214756965637,
0.20196214318275452,
-0.24757371842861176,
0.03819633275270462,
0.31983160972595215,
0.1609368920326233,
0.13653841614723206,
-0.27374526858329773,
-0.13164769113063812,
-0.21735580265522003,
-0.3580756187438965,
0.19739164412021637,
0.01425862219184637,
-0.23012374341487885,
0.06757006049156189,
0.10135360807180405,
0.028969530016183853,
0.08282177150249481,
0.09048770368099213,
0.4365309476852417,
-0.07310086488723755,
0.6100823879241943,
-0.31135138869285583,
-0.36974093317985535,
0.07226631790399551,
0.4648304581642151,
-0.0051394011825323105,
-0.2798214852809906,
0.1684933602809906,
-0.3599311411380768,
-0.23812204599380493,
-0.15420125424861908,
0.20330055058002472,
0.054781243205070496,
-0.21829482913017273,
-0.031656257808208466,
0.017932510003447533,
-0.049475960433483124,
0.19124369323253632,
-0.4619821310043335,
0.11503854393959045,
0.10760592669248581,
0.12729889154434204,
-0.32271260023117065,
-0.41833287477493286,
-0.22698599100112915,
-0.33664390444755554,
0.20104902982711792,
0.1914326399564743,
-0.45845678448677063,
0.13387703895568848,
0.14644494652748108,
-0.22397534549236298,
-0.20061883330345154,
0.07434545457363129,
0.14637792110443115,
0.20060759782791138,
-0.002839589025825262,
-0.2117863893508911,
-0.19916026294231415,
-0.09704714268445969,
-0.030966097488999367,
-0.06590066850185394,
-0.17207401990890503,
-0.09704618901014328,
0.1412351131439209,
0.23235027492046356,
-0.25121334195137024,
0.00012695400801021606,
-0.41728344559669495,
-0.10244480520486832,
-0.46336179971694946,
-0.00010110732546309009,
0.261575311422348,
0.22683891654014587,
0.4361831545829773,
0.12855543196201324,
0.010206085629761219,
-0.19425413012504578,
0.14103597402572632,
-0.13068367540836334,
-0.21083471179008484,
-0.17807616293430328,
0.2598571479320526,
-0.19986769556999207,
-0.08927761018276215,
-0.11356688290834427,
-0.10939916223287582,
0.1918189525604248,
0.14791090786457062,
0.15830165147781372,
0.028654972091317177,
0.05887194350361824,
0.19329966604709625,
0.2212674617767334,
0.04259646311402321,
-0.10432904213666916,
0.04193121939897537,
0.3557138741016388,
0.12503495812416077,
0.0776882916688919,
-0.2286345660686493,
0.26444146037101746,
-0.09766781330108643,
-0.007672657258808613,
0.35149145126342773,
0.2559176981449127,
-0.2805992364883423,
0.15996982157230377,
-0.12966933846473694,
0.10930979996919632,
-0.3585635721683502,
0.48703423142433167,
0.05164501070976257,
0.1429765224456787,
0.09765353053808212,
0.40606796741485596,
0.2815801501274109,
0.018712257966399193,
0.3793067932128906,
0.19096502661705017,
0.25330236554145813,
0.31729549169540405,
-0.2873905599117279,
0.19725832343101501,
-0.581747829914093,
0.08462245017290115,
-0.010846913792192936,
0.09096834063529968,
0.33153587579727173,
0.014952825382351875,
0.008035794831812382,
0.0217727143317461,
-0.33734509348869324,
-0.004947684705257416,
-0.024765128269791603,
-0.1073015034198761,
-0.1121114194393158,
0.13842932879924774,
0.10986193269491196,
0.06098303571343422,
-0.26396653056144714,
-0.11712495237588882,
-0.20149704813957214,
0.22644226253032684,
0.32051336765289307,
0.06936519593000412,
0.3160947263240814,
0.09332192689180374,
0.1955537497997284,
0.02990495227277279,
-0.1829393208026886,
-0.04712787643074989,
-0.4374746084213257,
-0.1214604452252388,
0.2490423172712326,
0.05561019852757454,
0.04745807126164436,
0.15167006850242615,
0.1287699043750763,
0.22495079040527344,
0.2636328935623169,
0.09833065420389175,
-0.2886025607585907,
0.3832429051399231,
-0.10387639701366425,
-0.30536171793937683,
-0.013280338607728481,
0.014080631546676159,
-0.0710705891251564,
-0.04404713585972786,
-0.2996087074279785,
0.056102678179740906,
0.0851866751909256,
0.07608656585216522,
-0.061584584414958954,
-0.4678884446620941,
0.11242581158876419,
-0.046720389276742935,
0.12676799297332764,
0.14598765969276428,
0.6005500555038452,
-0.015753090381622314,
0.18274565041065216,
-0.4610280692577362,
0.05804574862122536,
0.5085269212722778,
0.2666836977005005,
0.3715483844280243,
-0.14362014830112457,
-0.040933575481176376,
0.0225768331438303,
-0.33515286445617676,
0.12018021941184998,
0.31902220845222473,
0.45095086097717285,
-0.06665769964456558,
-0.17844539880752563,
0.0820804089307785,
-0.15176621079444885,
0.6258020401000977,
-0.3384518623352051,
0.3094957172870636,
0.37575918436050415,
-0.17072194814682007,
-0.22273430228233337,
0.1644444614648819,
0.05792049318552017,
0.11502404510974884,
-0.2996993958950043,
0.2737310528755188,
0.2559911012649536,
0.06746336817741394,
-0.12319676578044891,
-0.16300678253173828,
0.2323896288871765,
0.4792933464050293,
0.49963459372520447,
0.2923944592475891,
-0.092064768075943,
0.017052968963980675,
0.3724159896373749,
-0.4259386956691742,
0.11669548600912094,
-0.16584140062332153,
-0.09416992217302322,
-0.17014676332473755,
-0.0797593966126442,
-0.6363078951835632,
-0.2001444548368454,
-0.414802610874176,
-0.09239096194505692,
-0.07236333936452866,
0.25211280584335327,
-0.03894071280956268,
0.03509553149342537,
-0.15928182005882263,
0.03702383488416672,
0.2998325824737549,
0.31706246733665466,
-0.13197730481624603,
0.34999293088912964,
-0.43780070543289185,
-0.20046675205230713,
0.2926468253135681,
-0.30812257528305054,
-0.31085506081581116,
0.04278680309653282,
0.3567260503768921,
0.08081704378128052,
-0.17759892344474792,
0.059610992670059204,
0.12862084805965424,
0.3334871232509613,
-0.3825701177120209,
-0.0494081974029541,
0.0462445393204689,
-0.39224904775619507,
0.0021781057585030794,
-0.1448621153831482,
0.5197303295135498,
0.028205731883645058,
-0.24265533685684204,
0.00965000968426466,
-0.22241336107254028
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | This means we'll check the permissions of other `cache_files` already created for a dataset before setting permissions for new `cache_files`? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 20 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
This means we'll check the permissions of other `cache_files` already created for a dataset before setting permissions for new `cache_files`? | [
-0.1428571343421936,
0.2471923977136612,
-0.13657605648040771,
0.02183777280151844,
-0.06113337725400925,
0.1519797146320343,
0.2972185015678406,
0.17494075000286102,
-0.21720294654369354,
-0.0215460192412138,
-0.08393676578998566,
-0.05868104472756386,
0.03178391605615616,
-0.2856926918029785,
-0.03197722136974335,
0.13325993716716766,
0.18218769133090973,
0.04435369744896889,
0.09654857218265533,
-0.06093166768550873,
-0.10181353986263275,
-0.11741326004266739,
-0.027271931990981102,
-0.09650833159685135,
-0.2872999906539917,
-0.17005008459091187,
0.24643424153327942,
0.13951119780540466,
-0.0033841414842754602,
-0.16781464219093323,
0.3220139741897583,
0.5283102989196777,
0.10398876667022705,
0.12328312546014786,
-0.00011132274084957317,
-0.17444217205047607,
0.0331924706697464,
-0.09607388824224472,
0.0774686262011528,
0.19453667104244232,
-0.17945244908332825,
-0.17812740802764893,
-0.15436261892318726,
-0.14460906386375427,
-0.09528990089893341,
0.1648489236831665,
0.16694214940071106,
-0.6869980692863464,
0.44153815507888794,
0.18916766345500946,
0.20912578701972961,
-0.2013518214225769,
-0.3777413070201874,
0.049541372805833817,
0.25101056694984436,
0.02573050744831562,
-0.15162178874015808,
0.1294456571340561,
0.21568411588668823,
-0.18244655430316925,
-0.032410070300102234,
0.04044915363192558,
-0.3017321825027466,
0.14215658605098724,
0.15948261320590973,
-0.11642447113990784,
-0.3029307723045349,
-0.546619713306427,
0.11512043327093124,
0.1016688346862793,
0.7427783012390137,
-0.13046376407146454,
-0.5221778750419617,
-0.22474892437458038,
0.026039566844701767,
0.14676356315612793,
0.3395377993583679,
0.3094368577003479,
0.03205638378858566,
0.26447975635528564,
-0.48224878311157227,
-0.06032697856426239,
-0.12340065836906433,
-0.014905218966305256,
0.21070954203605652,
-0.05781335011124611,
-0.05431816726922989,
0.05110211297869682,
0.008981559425592422,
-0.031475216150283813,
0.16985461115837097,
0.12233791500329971,
-0.38393428921699524,
0.33227822184562683,
-0.21739478409290314,
0.0476987399160862,
-0.20456264913082123,
0.47716718912124634,
0.2469504177570343,
0.32569393515586853,
0.18476217985153198,
0.18957693874835968,
0.04835249483585358,
0.2100987285375595,
-0.01375574804842472,
0.20427045226097107,
0.3664558231830597,
0.30780506134033203,
0.5489120483398438,
-0.36861419677734375,
-0.15094880759716034,
-0.008852568455040455,
0.08776459842920303,
-0.3914698660373688,
0.1254262626171112,
0.29928597807884216,
0.014449060894548893,
-0.17913749814033508,
0.1573961228132248,
0.1027250662446022,
-0.07055289298295975,
-0.29978707432746887,
0.04228420928120613,
0.2541508972644806,
0.08511555194854736,
-0.07631716132164001,
-0.07229401916265488,
0.1465344876050949,
0.03246651217341423,
-0.34025639295578003,
-0.024212725460529327,
-0.29637545347213745,
-0.3305017948150635,
0.45240238308906555,
0.47468045353889465,
-0.2168550193309784,
0.04920376464724541,
0.2484591156244278,
0.1645347625017166,
-0.19606880843639374,
0.3496300280094147,
-0.09178613871335983,
0.39225566387176514,
0.32559654116630554,
0.23617498576641083,
0.31562116742134094,
0.026767542585730553,
0.027248136699199677,
-0.1347600817680359,
0.2677806317806244,
-0.3485304117202759,
-0.13942024111747742,
0.2724355161190033,
0.0698515847325325,
-0.041447725147008896,
0.2683045566082001,
-0.4000049829483032,
0.09639012068510056,
0.5820568799972534,
-0.182167187333107,
0.36643216013908386,
0.3113204538822174,
-0.18424174189567566,
-0.39673182368278503,
-0.1390603929758072,
0.3455356955528259,
-0.08557458966970444,
-0.020813431590795517,
-0.034369565546512604,
0.02437037229537964,
-0.05822211503982544,
0.28588032722473145,
-0.03354353830218315,
0.2149336040019989,
-0.15700428187847137,
0.19006000459194183,
0.4625101685523987,
-0.03948714956641197,
-0.5458711385726929,
0.10020714998245239,
0.20192401111125946,
-0.1777586191892624,
0.1742071807384491,
0.008128789253532887,
0.09090316295623779,
-0.12675733864307404,
-0.11230522394180298,
0.31092745065689087,
0.14371617138385773,
0.2210415154695511,
0.12055867165327072,
0.08345820754766464,
0.020955797284841537,
-0.10795595496892929,
0.07762259244918823,
0.3490346372127533,
0.34114405512809753,
-0.2767300307750702,
0.13310398161411285,
-0.25447362661361694,
0.21850599348545074,
0.4260055124759674,
0.07472512125968933,
-0.14569401741027832,
-0.02688983641564846,
-0.07905285805463791,
-0.490215003490448,
0.2971683740615845,
-0.1627681702375412,
-0.45365869998931885,
0.10622665286064148,
-0.4373445212841034,
0.03761841729283333,
-0.34692618250846863,
-0.19416388869285583,
-0.022836849093437195,
0.10047083348035812,
0.024615269154310226,
0.03708011284470558,
-0.31694748997688293,
0.13272467255592346,
0.47637927532196045,
0.2424372434616089,
-0.009325624443590641,
-0.0706983357667923,
0.10997764766216278,
-0.08905129134654999,
-0.06834685802459717,
-0.25530487298965454,
-0.08746136724948883,
0.258280873298645,
-0.01277291402220726,
-0.25271570682525635,
0.2583007216453552,
0.12204394489526749,
0.04324807971715927,
-0.03861610218882561,
0.285062700510025,
0.026318605989217758,
0.1067761778831482,
0.03340177237987518,
-0.2647302746772766,
-0.08487389981746674,
-0.13508547842502594,
-0.2590285837650299,
0.33485743403434753,
-0.0561043880879879,
-0.09973933547735214,
-0.19693437218666077,
0.15802189707756042,
0.17150580883026123,
-0.028749264776706696,
-0.08909491449594498,
-0.1804487258195877,
-0.019694803282618523,
0.14615651965141296,
0.4113469421863556,
0.15973655879497528,
0.07700321823358536,
-0.006258094683289528,
0.3378332853317261,
0.15220314264297485,
0.12286496162414551,
-0.051603082567453384,
-0.03564326837658882,
0.09733343869447708,
0.18139423429965973,
0.4060629904270172,
0.23975956439971924,
0.039043959230184555,
0.37149205803871155,
-0.21523943543434143,
0.28868961334228516,
-0.17118018865585327,
-0.03373652696609497,
-0.11910849064588547,
-0.02796449512243271,
-0.09001211822032928,
-0.12637470662593842,
-0.03206032142043114,
-0.0565781407058239,
0.291866660118103,
0.12021069973707199,
0.09077893942594528,
-0.3121078610420227,
-0.10801232606172562,
-0.2118525356054306,
-0.2145950198173523,
0.26022887229919434,
-0.02518736571073532,
-0.5517677664756775,
-0.04754731059074402,
-0.17020763456821442,
0.15399546921253204,
0.012137283571064472,
0.18693311512470245,
-0.32036569714546204,
0.19473709166049957,
-0.07455557584762573,
-0.12966078519821167,
-0.2249748408794403,
0.23782232403755188,
0.08942824602127075,
0.04610038921236992,
0.30924147367477417,
-0.6353922486305237,
0.1701679676771164,
-0.01909344084560871,
0.2957179546356201,
-0.30638712644577026,
0.059455521404743195,
-0.14945971965789795,
0.005105381831526756,
0.10520072281360626,
-0.5079742670059204,
0.08962589502334595,
-0.16390754282474518,
0.01495578046888113,
-0.1765124797821045,
-0.18535616993904114,
-0.21128880977630615,
-0.04080475494265556,
-0.013154242187738419,
-0.005392036400735378,
-0.2753225266933441,
-0.07769209146499634,
-0.09433824568986893,
-0.11514628678560257,
0.40517404675483704,
0.11053387075662613,
0.2217613309621811,
0.012044120579957962,
-0.3030834496021271,
-0.3747798204421997,
-0.2446155697107315,
0.26335275173187256,
-0.36764097213745117,
-0.60700923204422,
0.3593267798423767,
-0.47670552134513855,
-0.3456922769546509,
0.04336646944284439,
0.13311944901943207,
0.09917188435792923,
0.42971399426460266,
-0.00411001592874527,
-0.021154986694455147,
-0.228049635887146,
0.2210162878036499,
-0.1964036375284195,
0.11390027403831482,
0.03188664838671684,
0.0017946326406672597,
0.1376153528690338,
-0.03448951244354248,
-0.1062227413058281,
0.047299932688474655,
0.0065848673693835735,
-0.25721976161003113,
0.1131490096449852,
0.03605037182569504,
0.16075736284255981,
0.7411163449287415,
0.4388713538646698,
0.3008576035499573,
0.3324705958366394,
0.3114253878593445,
0.6650050282478333,
0.09719474613666534,
-0.11344459652900696,
0.1356717050075531,
-0.03173121437430382,
-0.10317753255367279,
0.062498949468135834,
0.02724209986627102,
-0.2228926122188568,
-0.0018455360550433397,
0.06449872255325317,
-0.2801900804042816,
-0.38812991976737976,
-0.2747061550617218,
-0.35060715675354004,
0.18380044400691986,
0.11023217439651489,
0.0856439545750618,
-0.22238270938396454,
-0.2160009890794754,
0.010568477213382721,
0.34640005230903625,
0.24701666831970215,
0.22854866087436676,
-0.3671298623085022,
-0.019349168986082077,
-0.2943577766418457,
0.37421345710754395,
0.022745100781321526,
0.4750356674194336,
-0.2246238887310028,
0.21389271318912506,
0.1289341002702713,
0.33772721886634827,
0.3386283218860626,
-0.43783190846443176,
0.22747240960597992,
-0.05677546188235283,
0.23456180095672607,
0.41985180974006653,
-0.23324164748191833,
0.43523693084716797,
0.47182759642601013,
0.0020426572300493717,
0.14080722630023956,
0.15493765473365784,
-0.14561183750629425,
-0.4588283896446228,
-0.19672536849975586,
-0.10025234520435333,
-0.15991437435150146,
0.14191694557666779,
0.2106592208147049,
-0.03961784020066261,
-0.02291993238031864,
0.2928188145160675,
-0.32811272144317627,
-0.11986932903528214,
-0.03027353249490261,
-0.18947461247444153,
0.18527618050575256,
0.10966798663139343,
-0.03043798729777336,
0.3070518374443054,
0.08747134357690811,
0.03221439570188522,
0.3932327628135681,
0.023763414472341537,
0.10954936593770981,
0.35670673847198486,
-0.2256631851196289,
0.31067362427711487,
-0.1641494631767273,
-0.21359077095985413,
0.3364752233028412,
-0.04244339093565941,
-0.38063952326774597,
-0.11524644494056702,
0.1090468093752861,
-0.1874643862247467,
-0.236618772149086,
-0.07660529762506485,
-0.12061205506324768,
0.028881410136818886,
-0.27136439085006714,
-0.6071839928627014,
0.24860639870166779,
0.6297311186790466,
-0.3228701651096344,
0.29443979263305664,
-0.3077937066555023,
-0.3462807536125183,
0.04732731357216835,
0.09541166573762894,
0.6720281839370728,
-0.20862403512001038,
0.31010618805885315,
-0.4427046477794647,
0.08982422947883606,
0.030825693160295486,
-0.49786219000816345,
0.11848313361406326,
-0.4083598554134369,
-0.40581014752388,
-0.15482963621616364,
-0.10489430278539658,
0.0994061753153801,
0.4395022392272949,
0.02882450446486473,
0.15832899510860443,
-0.09289323538541794,
-0.027311181649565697,
-0.1779787689447403,
-0.16550514101982117,
-0.18108555674552917,
-0.3043154776096344,
0.3318408727645874,
0.13568036258220673,
-0.2932881712913513,
0.06253860890865326,
-0.03697905316948891,
0.024047061800956726,
-0.16085833311080933,
0.22992552816867828,
-0.29784223437309265,
0.026766130700707436,
-0.5783843398094177,
0.08103043586015701,
-0.2023814618587494,
-0.03716929629445076,
0.14416435360908508,
0.331622838973999,
0.34999045729637146,
0.3177768588066101,
-0.006427886430174112,
0.02792748063802719,
0.32962045073509216,
0.15193048119544983,
-0.2706280052661896,
0.04943936690688133,
0.23874162137508392,
0.17179185152053833,
0.09231116622686386,
-0.27419400215148926,
-0.16872817277908325,
-0.28621798753738403,
-0.34047216176986694,
0.24411655962467194,
-0.015216671861708164,
-0.18599547445774078,
-0.002658149925991893,
-0.05527898296713829,
0.09385229647159576,
0.03968636691570282,
0.09528674185276031,
0.447277307510376,
-0.019148437306284904,
0.5354315638542175,
-0.3422573208808899,
-0.2824055254459381,
0.04968681558966637,
0.5333957672119141,
-0.010320011526346207,
-0.23136839270591736,
0.12325941026210785,
-0.36688852310180664,
-0.28510379791259766,
-0.1642359048128128,
0.21334993839263916,
0.07579868286848068,
-0.08060702681541443,
-0.07032759487628937,
-0.001258716220036149,
-0.031781155616045,
0.22647741436958313,
-0.48639100790023804,
0.06760700792074203,
0.15585783123970032,
0.17845585942268372,
-0.3788423240184784,
-0.4165930151939392,
-0.26632997393608093,
-0.4001973867416382,
0.2526356279850006,
0.22417327761650085,
-0.5527947545051575,
0.13620629906654358,
0.10731591284275055,
-0.21616223454475403,
-0.2127673327922821,
0.04592922329902649,
0.1070934608578682,
0.21278835833072662,
0.053172044456005096,
-0.13369084894657135,
-0.2046232968568802,
-0.07298822700977325,
-0.014484674669802189,
-0.0733054056763649,
-0.202697291970253,
-0.02405841462314129,
0.13688841462135315,
0.2004258930683136,
-0.27658170461654663,
0.09283764660358429,
-0.41062626242637634,
-0.12571945786476135,
-0.44054076075553894,
0.01506957970559597,
0.23301821947097778,
0.2287786602973938,
0.3906269967556,
0.17725558578968048,
-0.03442012146115303,
-0.15143081545829773,
0.1540428102016449,
-0.10499030351638794,
-0.22961945831775665,
-0.20433644950389862,
0.24281486868858337,
-0.24282416701316833,
-0.04971453920006752,
0.06808152794837952,
-0.07699944078922272,
0.10460320860147476,
0.07888300716876984,
0.030503498390316963,
-0.045355312526226044,
0.01900669001042843,
0.2534477412700653,
0.27146264910697937,
-0.005941845942288637,
-0.09741127490997314,
0.07275183498859406,
0.36550602316856384,
0.10998649895191193,
0.07624153792858124,
-0.28454601764678955,
0.4151003658771515,
-0.08765117824077606,
0.09153537452220917,
0.3425654172897339,
0.2678273916244507,
-0.2353956550359726,
0.1493697464466095,
-0.0980188399553299,
0.06926098465919495,
-0.3902861475944519,
0.44815298914909363,
-0.024028025567531586,
0.14722904562950134,
0.05745479092001915,
0.42317062616348267,
0.22907546162605286,
0.04661210998892784,
0.40670454502105713,
0.24815604090690613,
0.26051679253578186,
0.33970513939857483,
-0.3458597660064697,
0.1276784986257553,
-0.7042194604873657,
0.1275598108768463,
-0.01975242793560028,
0.05612937733530998,
0.27586829662323,
0.07587280869483948,
0.04238266870379448,
-0.01435909979045391,
-0.31971871852874756,
-0.018012139946222305,
-0.12879657745361328,
-0.1407436728477478,
-0.1164156123995781,
0.11532819271087646,
0.11066090315580368,
0.10543718189001083,
-0.28726983070373535,
-0.1392529457807541,
-0.21335171163082123,
0.18351620435714722,
0.19806276261806488,
0.04489606246352196,
0.30905213952064514,
0.07020322978496552,
0.15362030267715454,
0.01056272815912962,
-0.15876764059066772,
-0.050561290234327316,
-0.4993770718574524,
-0.159348264336586,
0.14925171434879303,
0.08371585607528687,
0.024594148620963097,
0.10813550651073456,
0.14143234491348267,
0.1591998040676117,
0.27946096658706665,
0.06849173456430435,
-0.27625197172164917,
0.3350646197795868,
-0.10864538699388504,
-0.385788232088089,
0.07748277485370636,
0.028965970501303673,
-0.05310892313718796,
0.0060768346302211285,
-0.1814499944448471,
0.047356169670820236,
0.04595700278878212,
-0.08644603937864304,
-0.18572880327701569,
-0.4063056409358978,
0.12038006633520126,
0.02077437750995159,
0.1491142213344574,
0.0456714928150177,
0.5845218300819397,
0.03634690120816231,
0.18517166376113892,
-0.489361971616745,
0.04143742844462395,
0.3916393220424652,
0.2577170729637146,
0.3724985122680664,
-0.04592649266123772,
-0.048546165227890015,
0.03061973862349987,
-0.4142843186855316,
0.10012231022119522,
0.16233442723751068,
0.4591628313064575,
-0.05316443741321564,
-0.17159947752952576,
0.09715189039707184,
-0.09358803927898407,
0.6016916632652283,
-0.24670112133026123,
0.32618993520736694,
0.3333631455898285,
-0.21556411683559418,
-0.30299174785614014,
0.13789160549640656,
-0.06599988788366318,
0.08547981083393097,
-0.35162392258644104,
0.26462629437446594,
0.14755143225193024,
0.06463225185871124,
-0.11059947311878204,
-0.20442217588424683,
0.22349268198013306,
0.4779511094093323,
0.46559247374534607,
0.23241449892520905,
-0.007799564395099878,
-0.0009460672154091299,
0.43179264664649963,
-0.3745248019695282,
0.12435781955718994,
-0.16574305295944214,
-0.09362969547510147,
-0.20614853501319885,
0.05637051910161972,
-0.6334998607635498,
-0.14521044492721558,
-0.38633835315704346,
0.019622011110186577,
-0.11994852125644684,
0.24215072393417358,
0.06491299718618393,
0.020603474229574203,
-0.14336656033992767,
0.03325819969177246,
0.29961520433425903,
0.22859996557235718,
-0.1448930948972702,
0.37797901034355164,
-0.41372212767601013,
-0.10177549719810486,
0.2888856530189514,
-0.2719570994377136,
-0.20223850011825562,
-0.06339386105537415,
0.36437365412712097,
0.18076813220977783,
-0.20051807165145874,
0.0639391764998436,
0.08666527271270752,
0.37632855772972107,
-0.3834570646286011,
-0.08459298312664032,
0.03433256968855858,
-0.3514176309108734,
0.06721357256174088,
-0.13584427535533905,
0.5006896257400513,
0.029811963438987732,
-0.23900437355041504,
0.04794764891266823,
-0.2229483276605606
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | > This way you just need to set the permissions once after doing load_dataset for example, and then all the new transformed cached files will have the same permissions.
I was referring to this. Ensuring that newly generated `cache_files` have the same permissions | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 43 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
> This way you just need to set the permissions once after doing load_dataset for example, and then all the new transformed cached files will have the same permissions.
I was referring to this. Ensuring that newly generated `cache_files` have the same permissions | [
-0.164994478225708,
0.2504473030567169,
-0.1311803162097931,
0.0018535733688622713,
0.01640293002128601,
0.06968562304973602,
0.3859350383281708,
0.20129233598709106,
-0.24317564070224762,
-0.026852549985051155,
-0.08324296027421951,
0.03175567463040352,
0.00883231870830059,
-0.20328457653522491,
-0.056622765958309174,
0.12449314445257187,
0.22513781487941742,
0.10585667192935944,
-0.046912677586078644,
-0.07590365409851074,
-0.10049761831760406,
-0.15619947016239166,
0.0020294911228120327,
-0.13827480375766754,
-0.28030696511268616,
-0.13936655223369598,
0.25090113282203674,
0.18544863164424896,
0.024343987926840782,
-0.15512928366661072,
0.24018557369709015,
0.5586883425712585,
0.11958874017000198,
0.12781260907649994,
-0.00010850897524505854,
-0.1533881574869156,
-0.05511782318353653,
-0.0804113820195198,
0.0271400585770607,
0.19290722906589508,
-0.07473516464233398,
-0.19690833985805511,
-0.19173048436641693,
-0.1530253291130066,
-0.13575828075408936,
0.15548712015151978,
0.10049757361412048,
-0.6505792140960693,
0.5274167060852051,
0.1168166846036911,
0.2193978726863861,
-0.20994649827480316,
-0.3844200372695923,
0.03810945525765419,
0.22510264813899994,
0.04798472672700882,
-0.1684112548828125,
0.12000089883804321,
0.2247462272644043,
-0.11875909566879272,
-0.04395539313554764,
0.1332409530878067,
-0.3048712909221649,
0.10426651686429977,
0.2058611363172531,
-0.1382555365562439,
-0.2443341612815857,
-0.556390643119812,
0.046993035823106766,
0.08757767826318741,
0.626438319683075,
-0.0997857078909874,
-0.5162676572799683,
-0.24567455053329468,
0.10344860702753067,
0.1492297649383545,
0.2983025908470154,
0.30472108721733093,
0.054469719529151917,
0.23999498784542084,
-0.5317009091377258,
-0.0625443309545517,
-0.15934045612812042,
-0.0585579052567482,
0.23578205704689026,
-0.10489612817764282,
0.008251875638961792,
0.023669827729463577,
0.020711423829197884,
-0.07963112741708755,
0.1798667460680008,
0.18958495557308197,
-0.40093228220939636,
0.32938116788864136,
-0.2059287428855896,
0.0583290234208107,
-0.2278129607439041,
0.4405922293663025,
0.24914252758026123,
0.3186538517475128,
0.15853507816791534,
0.20333191752433777,
0.07824063301086426,
0.1383763700723648,
-0.10317342728376389,
0.25676023960113525,
0.30836185812950134,
0.3042284846305847,
0.5483263731002808,
-0.373014360666275,
-0.22164976596832275,
0.032632745802402496,
0.03258320316672325,
-0.36786359548568726,
0.09040051698684692,
0.3038927912712097,
0.09474021196365356,
-0.17617188394069672,
0.2136981189250946,
0.10219889134168625,
-0.004823977593332529,
-0.23515358567237854,
-0.04218703880906105,
0.2320290058851242,
0.15459761023521423,
-0.05397564172744751,
0.04529634118080139,
0.1512020379304886,
-0.04800519347190857,
-0.36401838064193726,
-0.01020229421555996,
-0.365933358669281,
-0.395346075296402,
0.4914131760597229,
0.49197691679000854,
-0.15804323554039001,
-0.031215883791446686,
0.2863592505455017,
0.18924812972545624,
-0.17330455780029297,
0.2945374548435211,
0.009413364343345165,
0.4202328622341156,
0.26062074303627014,
0.19658565521240234,
0.2976060211658478,
0.051644399762153625,
0.026749294251203537,
-0.07834365218877792,
0.3222172260284424,
-0.3108762204647064,
-0.10915546864271164,
0.27799901366233826,
0.09381447732448578,
-0.04762021824717522,
0.2909790575504303,
-0.3671759366989136,
0.07755408436059952,
0.5478348731994629,
-0.16281206905841827,
0.3683684766292572,
0.2572857737541199,
-0.09550104290246964,
-0.3553992807865143,
-0.18840841948986053,
0.3907551169395447,
-0.02818872593343258,
-0.02318033017218113,
0.0068801045417785645,
-0.0012332499027252197,
-0.10358455777168274,
0.2831075191497803,
-0.06478197127580643,
0.12355916202068329,
-0.1371363401412964,
0.16073574125766754,
0.4129779636859894,
0.016718469560146332,
-0.4896352291107178,
0.11583971232175827,
0.15469354391098022,
-0.115252286195755,
0.2207864373922348,
0.009418945759534836,
0.10010046511888504,
-0.1719108372926712,
-0.16121037304401398,
0.32146522402763367,
0.21989844739437103,
0.29709890484809875,
0.07045094668865204,
0.07795112580060959,
0.06670203804969788,
-0.18115562200546265,
0.09246183931827545,
0.4182467758655548,
0.2940610349178314,
-0.2295074164867401,
0.13120143115520477,
-0.3995591700077057,
0.257664293050766,
0.3549230098724365,
0.05610386282205582,
-0.13883662223815918,
-0.022787267342209816,
0.015193670056760311,
-0.4653152823448181,
0.27691543102264404,
-0.22630134224891663,
-0.38466906547546387,
0.10977152734994888,
-0.4639783501625061,
0.05450613051652908,
-0.3579556941986084,
-0.18131619691848755,
-0.07143276929855347,
0.11703119426965714,
-0.0007735423278063536,
0.008554508909583092,
-0.3308466374874115,
0.14233171939849854,
0.47583553194999695,
0.21525634825229645,
0.010602787137031555,
-0.16979044675827026,
0.08890705555677414,
-0.0840100571513176,
-0.05511397123336792,
-0.23125547170639038,
-0.031829413026571274,
0.34137818217277527,
-0.03631659597158432,
-0.28758513927459717,
0.24205079674720764,
0.07106151431798935,
0.10216346383094788,
-0.08458800613880157,
0.26789215207099915,
0.03634912520647049,
0.1262853592634201,
0.11690739542245865,
-0.32772690057754517,
-0.1060260757803917,
-0.1014622151851654,
-0.1738279014825821,
0.37571030855178833,
-0.094554603099823,
-0.055638235062360764,
-0.22356559336185455,
0.15332172811031342,
0.14442691206932068,
-0.06400343030691147,
-0.12711971998214722,
-0.16572284698486328,
-0.018902326002717018,
0.16579000651836395,
0.32770198583602905,
0.21675190329551697,
0.11227663606405258,
0.12250784039497375,
0.2859783172607422,
0.17968329787254333,
0.03276459127664566,
-0.01685054786503315,
-0.024493062868714333,
0.10011117905378342,
0.14474745094776154,
0.43725287914276123,
0.2620205581188202,
0.057568635791540146,
0.2727523148059845,
-0.1311241239309311,
0.3154353201389313,
-0.1805613785982132,
-0.008116481825709343,
-0.16011695563793182,
0.052005596458911896,
-0.06723496317863464,
-0.17808793485164642,
-0.012712852098047733,
-0.04668716713786125,
0.2545967102050781,
0.1635735034942627,
0.06347553431987762,
-0.34073832631111145,
-0.08512435853481293,
-0.22086013853549957,
-0.16829580068588257,
0.22486041486263275,
-0.06772885471582413,
-0.5411043763160706,
-0.0004619040118996054,
-0.1686425805091858,
0.15752458572387695,
-0.016700636595487595,
0.2290778011083603,
-0.25029316544532776,
0.23094312846660614,
-0.05176768824458122,
-0.10686347633600235,
-0.2852396070957184,
0.1904078722000122,
0.03187832608819008,
0.03915650397539139,
0.2648196220397949,
-0.6819693446159363,
0.10821732133626938,
-0.049818795174360275,
0.3214021921157837,
-0.3362496793270111,
-0.006585593335330486,
-0.19647952914237976,
-0.031205832958221436,
0.09321007877588272,
-0.5233696699142456,
0.11066783964633942,
-0.09998863935470581,
-0.0006880324799567461,
-0.1943657547235489,
-0.25179585814476013,
-0.2066124528646469,
-0.005506883841007948,
-0.034969307482242584,
-0.05342096462845802,
-0.29058194160461426,
-0.15118514001369476,
-0.061406511813402176,
-0.14313028752803802,
0.4335409104824066,
0.08511161059141159,
0.2298048883676529,
0.08961623162031174,
-0.25781089067459106,
-0.48100242018699646,
-0.1615278124809265,
0.3298189342021942,
-0.4195415675640106,
-0.517445981502533,
0.32482191920280457,
-0.5282970070838928,
-0.3527768552303314,
0.02358561009168625,
0.10813557356595993,
0.09741409868001938,
0.5158913731575012,
0.01168760098516941,
-0.042057137936353683,
-0.17285117506980896,
0.21454988420009613,
-0.298865407705307,
0.09960358589887619,
0.02613440714776516,
0.06069003418087959,
0.09768041223287582,
-0.04869906231760979,
-0.12227092683315277,
0.04620795324444771,
-0.03574764356017113,
-0.21091072261333466,
0.07056792825460434,
0.015196986496448517,
0.15743494033813477,
0.6721856594085693,
0.3958398997783661,
0.27181509137153625,
0.2819128930568695,
0.2598070204257965,
0.6446478366851807,
0.09285804629325867,
-0.11205130070447922,
0.09377651661634445,
-0.04349064826965332,
-0.11485094577074051,
-0.007651376072317362,
-0.013474147766828537,
-0.21596716344356537,
0.01485301274806261,
0.06150982156395912,
-0.2859521210193634,
-0.4133949279785156,
-0.18908363580703735,
-0.39305832982063293,
0.20430757105350494,
0.1477510631084442,
0.1117432564496994,
-0.20246736705303192,
-0.18917782604694366,
0.017770033329725266,
0.3212449252605438,
0.25250035524368286,
0.20857906341552734,
-0.35712113976478577,
-0.032528556883335114,
-0.25359293818473816,
0.385959267616272,
-0.041327521204948425,
0.4713117480278015,
-0.19285526871681213,
0.061670705676078796,
0.13504096865653992,
0.34209001064300537,
0.433167427778244,
-0.37255531549453735,
0.17922304570674896,
-0.05671976879239082,
0.2247842699289322,
0.39429715275764465,
-0.3113517463207245,
0.4675220549106598,
0.38808441162109375,
-0.0016574244946241379,
0.1709221750497818,
0.10481380671262741,
-0.13306622207164764,
-0.4171788692474365,
-0.2021065354347229,
-0.12940920889377594,
-0.146663635969162,
0.10253170132637024,
0.23653163015842438,
-0.11272171884775162,
-0.04776732623577118,
0.20651698112487793,
-0.3365297019481659,
-0.27096229791641235,
0.005046230740845203,
-0.2208547741174698,
0.16279013454914093,
0.10110008716583252,
0.01723475381731987,
0.33427754044532776,
0.11632223427295685,
0.03957142308354378,
0.3923639953136444,
0.028024867177009583,
0.0475219190120697,
0.3474339246749878,
-0.24918314814567566,
0.36885523796081543,
-0.2201864868402481,
-0.2018558382987976,
0.27427202463150024,
0.041949160397052765,
-0.3801099956035614,
-0.13464254140853882,
0.09521504491567612,
-0.14628450572490692,
-0.31521180272102356,
-0.09260161966085434,
-0.14121615886688232,
-0.05081034451723099,
-0.24012888967990875,
-0.6445428729057312,
0.21525675058364868,
0.5688725709915161,
-0.34299466013908386,
0.22127489745616913,
-0.3352546989917755,
-0.3594668209552765,
0.11606758087873459,
0.12925349175930023,
0.7586533427238464,
-0.17006221413612366,
0.33388155698776245,
-0.3670008182525635,
0.1270797699689865,
0.02353770099580288,
-0.48974746465682983,
0.09701813012361526,
-0.4280509948730469,
-0.35200363397598267,
-0.13495498895645142,
-0.14236493408679962,
0.030656618997454643,
0.4354762136936188,
-0.0121358223259449,
0.10666265338659286,
-0.10661617666482925,
-0.09492737799882889,
-0.21079277992248535,
-0.1699945479631424,
-0.2021685540676117,
-0.3152823746204376,
0.2859905958175659,
0.15210042893886566,
-0.3186112344264984,
0.07003330439329147,
-0.06123317405581474,
-0.03165935352444649,
-0.13536719977855682,
0.2244105041027069,
-0.21813833713531494,
0.07599873095750809,
-0.5058141350746155,
0.09524095058441162,
-0.18062345683574677,
-0.06956517696380615,
0.11364375799894333,
0.264408677816391,
0.2961452305316925,
0.2816790044307709,
0.019024372100830078,
0.040675535798072815,
0.303131639957428,
0.22017349302768707,
-0.2503165602684021,
-0.025692632421851158,
0.34893709421157837,
0.19680051505565643,
0.09932440519332886,
-0.3126577138900757,
-0.1262640655040741,
-0.21249541640281677,
-0.39969050884246826,
0.1870088428258896,
0.0007018749020062387,
-0.2862553596496582,
0.0942012295126915,
0.05129111185669899,
0.0647280216217041,
0.07653629779815674,
0.10846073925495148,
0.3929049074649811,
-0.08629576116800308,
0.5915558934211731,
-0.28619617223739624,
-0.3366982936859131,
0.07604362070560455,
0.5156173706054688,
-0.0015923522878438234,
-0.2648314833641052,
0.14391475915908813,
-0.37566229701042175,
-0.24304039776325226,
-0.16842138767242432,
0.18517768383026123,
0.08967772871255875,
-0.1936168372631073,
-0.005898961331695318,
0.06442056596279144,
-0.027755780145525932,
0.24190853536128998,
-0.4868360161781311,
0.07666907459497452,
0.18608656525611877,
0.2071249634027481,
-0.3204561173915863,
-0.35785332322120667,
-0.2923527657985687,
-0.38404345512390137,
0.280253529548645,
0.24928882718086243,
-0.46456602215766907,
0.10486795753240585,
0.1395435482263565,
-0.24410733580589294,
-0.1916092485189438,
0.12409336119890213,
0.15810298919677734,
0.194962739944458,
-0.02155880630016327,
-0.17592886090278625,
-0.20685480535030365,
-0.06861601024866104,
0.028729833662509918,
-0.06469617784023285,
-0.19900158047676086,
-0.1046941876411438,
0.11341788619756699,
0.19134247303009033,
-0.2448040246963501,
0.034024156630039215,
-0.37470492720603943,
-0.09023678302764893,
-0.4159332513809204,
0.04883027821779251,
0.2445974349975586,
0.16551925241947174,
0.37175995111465454,
0.16951151192188263,
0.004058889113366604,
-0.14805734157562256,
0.12896959483623505,
-0.1361815631389618,
-0.1748698651790619,
-0.16195929050445557,
0.24600432813167572,
-0.3091621398925781,
-0.03886019065976143,
-0.03129510208964348,
-0.08945442736148834,
0.16389724612236023,
0.11824081093072891,
0.08391807228326797,
0.006505513098090887,
-0.009380723349750042,
0.1649019569158554,
0.2747563123703003,
0.0907517522573471,
-0.13948488235473633,
0.01619131490588188,
0.3732373118400574,
0.13462218642234802,
0.09576466679573059,
-0.2577313184738159,
0.3211340308189392,
-0.1577562540769577,
0.00950600951910019,
0.36659982800483704,
0.3107982873916626,
-0.27816399931907654,
0.12290110439062119,
-0.08181691914796829,
0.0787997841835022,
-0.3840862810611725,
0.4889890253543854,
-0.06067653372883797,
0.09781910479068756,
0.028836099430918694,
0.45615842938423157,
0.23425590991973877,
0.012876992113888264,
0.39483577013015747,
0.19139240682125092,
0.28034543991088867,
0.3155323565006256,
-0.29569482803344727,
0.09327028691768646,
-0.6603909134864807,
0.12708179652690887,
-0.013349964283406734,
0.035137075930833817,
0.3175448179244995,
0.0470762625336647,
0.030849846079945564,
0.0010087174596264958,
-0.3721477687358856,
-0.035787444561719894,
-0.02881668508052826,
-0.12937843799591064,
-0.11129485070705414,
0.11160162836313248,
0.09496822953224182,
0.06348305940628052,
-0.25763386487960815,
-0.11629312485456467,
-0.17332717776298523,
0.20956775546073914,
0.30845025181770325,
0.06062047556042671,
0.2429187297821045,
0.034362632781267166,
0.1661369949579239,
0.06296415627002716,
-0.1984056830406189,
-0.058695606887340546,
-0.42291924357414246,
-0.13995322585105896,
0.21670587360858917,
0.06524898111820221,
0.07712400704622269,
0.17806653678417206,
0.15263579785823822,
0.20932349562644958,
0.2992311120033264,
0.10385669022798538,
-0.23057888448238373,
0.386093407869339,
-0.06367000192403793,
-0.29876503348350525,
-0.009126058779656887,
0.04105411097407341,
-0.0676223561167717,
-0.013877980411052704,
-0.20730935037136078,
0.024931007996201515,
0.099368155002594,
0.0009106096113100648,
-0.004614945966750383,
-0.3906279504299164,
0.027903396636247635,
-0.025914227589964867,
0.1253708004951477,
0.08215314894914627,
0.610405683517456,
0.03066856972873211,
0.18541735410690308,
-0.5288828015327454,
0.068934366106987,
0.5035282969474792,
0.31435662508010864,
0.3292219936847687,
-0.1399841457605362,
-0.07386016845703125,
0.05771394446492195,
-0.38139864802360535,
0.10410387814044952,
0.24452312290668488,
0.48903313279151917,
-0.07097889482975006,
-0.11973407119512558,
0.03860804811120033,
-0.1364949345588684,
0.532903254032135,
-0.3225669264793396,
0.294477254152298,
0.3345530033111572,
-0.23734301328659058,
-0.22635456919670105,
0.16481894254684448,
-0.041113413870334625,
0.10476509481668472,
-0.29335954785346985,
0.2788987457752228,
0.21830832958221436,
0.0790700763463974,
-0.10363557189702988,
-0.17700035870075226,
0.23642274737358093,
0.49155932664871216,
0.5217714309692383,
0.299113929271698,
-0.0643644630908966,
0.027417423203587532,
0.4217228889465332,
-0.47421637177467346,
0.05947795510292053,
-0.19547362625598907,
-0.10818509012460709,
-0.1217610165476799,
-0.058218758553266525,
-0.5593050718307495,
-0.14126010239124298,
-0.438092976808548,
0.00963878259062767,
-0.08177020400762558,
0.25507068634033203,
-0.011718195863068104,
0.023389503359794617,
-0.09026855230331421,
0.0334535576403141,
0.26854267716407776,
0.3378419876098633,
-0.11839190870523453,
0.4349152445793152,
-0.44858551025390625,
-0.18201252818107605,
0.32861030101776123,
-0.2922593653202057,
-0.238498255610466,
-0.006625712849199772,
0.40368545055389404,
0.1122538298368454,
-0.2181580513715744,
0.014423724263906479,
0.12851980328559875,
0.353630930185318,
-0.3826271891593933,
-0.02026457153260708,
0.11704044044017792,
-0.3663054406642914,
0.03021875023841858,
-0.13885830342769623,
0.4482252597808838,
0.006810775026679039,
-0.2219236195087433,
0.04918961971998215,
-0.23702746629714966
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Yes exactly
I imagine users can first do `load_dataset`, then chmod on the arrow files. After that all the new cache files could have the same permissions as the first arrow files. Opinions on this ? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 36 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Yes exactly
I imagine users can first do `load_dataset`, then chmod on the arrow files. After that all the new cache files could have the same permissions as the first arrow files. Opinions on this ? | [
-0.09823188930749893,
0.26637938618659973,
-0.12864334881305695,
0.08532853424549103,
-0.13201995193958282,
0.04467393457889557,
0.3324170708656311,
0.11853108555078506,
-0.23568899929523468,
-0.06214803084731102,
-0.09892106056213379,
0.037031352519989014,
0.01958274468779564,
-0.24613913893699646,
-0.08055894076824188,
0.08728223294019699,
0.12276162952184677,
0.10728427767753601,
-0.033251021057367325,
-0.09529826790094376,
-0.024027952924370766,
-0.17155790328979492,
-0.0351816825568676,
-0.03326743096113205,
-0.1896345317363739,
-0.22902686893939972,
0.27390962839126587,
0.21339207887649536,
0.030915990471839905,
-0.2010473608970642,
0.234933003783226,
0.501670241355896,
0.10135567933320999,
0.20108313858509064,
-0.00011473564518382773,
-0.2658904790878296,
0.03387392684817314,
-0.05756378173828125,
0.00784362480044365,
0.266946405172348,
-0.11617321521043777,
-0.21001242101192474,
-0.07042781263589859,
-0.1335718333721161,
0.0365234836935997,
0.05457261949777603,
0.09103550761938095,
-0.7105928063392639,
0.5204786658287048,
0.012276013381779194,
0.17917276918888092,
-0.19389158487319946,
-0.40238678455352783,
0.08328618854284286,
0.2860991954803467,
0.04306575283408165,
-0.1606019139289856,
0.1730281412601471,
0.3103100061416626,
-0.13610869646072388,
-0.052434779703617096,
0.1056952103972435,
-0.2200271338224411,
0.09869494289159775,
0.2257891148328781,
-0.17043325304985046,
-0.263616681098938,
-0.45948171615600586,
0.07593833655118942,
0.13658657670021057,
0.826653778553009,
-0.11984041333198547,
-0.4820733368396759,
-0.2638095021247864,
0.07331377267837524,
0.19835622608661652,
0.29364436864852905,
0.3246237337589264,
0.001663492526859045,
0.20019100606441498,
-0.35822948813438416,
-0.12227790057659149,
-0.19945062696933746,
-0.023381689563393593,
0.24687135219573975,
-0.14065320789813995,
-0.0500774048268795,
0.05355263128876686,
0.024977223947644234,
-0.08493564277887344,
0.2674471437931061,
0.09495368599891663,
-0.3414618670940399,
0.3800837993621826,
-0.18539920449256897,
0.09960806369781494,
-0.27714571356773376,
0.44163867831230164,
0.18489885330200195,
0.36710017919540405,
0.30622807145118713,
0.26154693961143494,
0.02083558402955532,
0.19107583165168762,
0.014087951742112637,
0.23006002604961395,
0.32321080565452576,
0.33523720502853394,
0.49782314896583557,
-0.41373321413993835,
-0.12702792882919312,
0.06572631001472473,
-0.06331102550029755,
-0.419516384601593,
0.04750698804855347,
0.2454412281513214,
-0.02780854143202305,
-0.20976103842258453,
0.22296667098999023,
0.13239286839962006,
-0.06059817969799042,
-0.2762775719165802,
0.027137422934174538,
0.3039216697216034,
0.09225514531135559,
0.012480671517550945,
-0.026843547821044922,
0.15328893065452576,
0.03319407254457474,
-0.3798217475414276,
0.03376520052552223,
-0.38710838556289673,
-0.42007145285606384,
0.4929872155189514,
0.40442708134651184,
-0.17652763426303864,
-0.0331050343811512,
0.20855280756950378,
0.2425050437450409,
-0.16365653276443481,
0.3366355895996094,
-0.0425916351377964,
0.3792303800582886,
0.28638556599617004,
0.17989547550678253,
0.36343273520469666,
0.019831815734505653,
0.07667825371026993,
-0.10698982328176498,
0.3586045205593109,
-0.3342371881008148,
-0.146737739443779,
0.28061413764953613,
0.03042939119040966,
-0.04770849272608757,
0.2889646291732788,
-0.45689132809638977,
0.06355972588062286,
0.49040496349334717,
-0.18348082900047302,
0.41052699089050293,
0.2586522400379181,
-0.0667116641998291,
-0.46657517552375793,
-0.20355375111103058,
0.4040685296058655,
-0.15680058300495148,
-0.04365600273013115,
-0.05113673582673073,
0.062105949968099594,
-0.12808866798877716,
0.30886077880859375,
-0.12447910010814667,
0.11409714072942734,
-0.13282977044582367,
0.16971269249916077,
0.6214051842689514,
-0.055419933050870895,
-0.5478650331497192,
0.15868708491325378,
0.18929705023765564,
-0.10273440182209015,
0.21742376685142517,
-0.024230455979704857,
0.025966593995690346,
-0.1259123682975769,
-0.21561464667320251,
0.27600690722465515,
0.24079927802085876,
0.15591880679130554,
0.1018858402967453,
0.027028361335396767,
-0.030063923448324203,
-0.0831495076417923,
0.022522786632180214,
0.2714833617210388,
0.42653027176856995,
-0.43589353561401367,
0.2547701597213745,
-0.2961646318435669,
0.24311059713363647,
0.4442703425884247,
0.08521585911512375,
-0.0715312585234642,
-0.001200879574753344,
-0.02026558853685856,
-0.5487946271896362,
0.28938984870910645,
-0.17686322331428528,
-0.5273398160934448,
0.08091456443071365,
-0.4074392020702362,
0.0392737090587616,
-0.28975510597229004,
-0.18100708723068237,
0.046686962246894836,
0.04112644121050835,
0.03388376533985138,
-0.08872576057910919,
-0.41439515352249146,
0.11624680459499359,
0.38773536682128906,
0.23590360581874847,
0.03151562437415123,
-0.06985536217689514,
0.08418935537338257,
-0.07125527411699295,
-0.03740909695625305,
-0.26878049969673157,
-0.049305472522974014,
0.17686094343662262,
0.034999068826436996,
-0.25300899147987366,
0.2679136097431183,
0.060146886855363846,
0.14415758848190308,
-0.08025027811527252,
0.24440866708755493,
0.030431926250457764,
-0.01411849819123745,
0.1684853732585907,
-0.2584226429462433,
-0.08733750879764557,
-0.13048017024993896,
-0.25036585330963135,
0.3609990179538727,
-0.17857202887535095,
-0.03346198424696922,
-0.11107414960861206,
0.13987265527248383,
0.08430863916873932,
0.016224278137087822,
-0.14756685495376587,
-0.12998317182064056,
0.052759867161512375,
0.20989687740802765,
0.437820702791214,
0.2361801117658615,
0.07894676923751831,
0.11878592520952225,
0.26837071776390076,
0.13183024525642395,
0.11817242205142975,
-0.07360947877168655,
-0.1377049684524536,
0.1421777904033661,
0.24718821048736572,
0.3656271994113922,
0.21778154373168945,
0.03979900851845741,
0.3672139346599579,
-0.2019689679145813,
0.35537758469581604,
-0.16106992959976196,
-0.04602854698896408,
-0.1480804830789566,
0.13553915917873383,
-0.06480886787176132,
-0.1560852825641632,
-0.059693336486816406,
0.018103165552020073,
0.238327294588089,
0.13328112661838531,
0.008143114857375622,
-0.34356948733329773,
-0.10041749477386475,
-0.15086212754249573,
-0.15115267038345337,
0.17552673816680908,
-0.12994642555713654,
-0.47230032086372375,
0.05837831646203995,
-0.2219811975955963,
0.11329697072505951,
-0.023351771757006645,
0.19733715057373047,
-0.3970792293548584,
0.2917777895927429,
-0.1287025362253189,
-0.12234997749328613,
-0.24814742803573608,
0.2301945686340332,
0.08504586666822433,
-0.0017606373876333237,
0.3133164942264557,
-0.6097190976142883,
0.08887577801942825,
0.08850549906492233,
0.3788986802101135,
-0.26765698194503784,
0.04291804879903793,
-0.17264582216739655,
0.08731431514024734,
-0.026572590693831444,
-0.5216036438941956,
0.03757098317146301,
-0.21702492237091064,
-0.05585576966404915,
-0.1870141625404358,
-0.23400874435901642,
-0.22171594202518463,
-0.07729346305131912,
-0.028651038184762,
-0.011366365477442741,
-0.21435897052288055,
-0.0855836421251297,
-0.1366390883922577,
-0.18322297930717468,
0.5226250886917114,
0.1414613276720047,
0.2560487389564514,
-0.0023056678473949432,
-0.22593581676483154,
-0.40022560954093933,
-0.22433720529079437,
0.32155776023864746,
-0.35465526580810547,
-0.4346240162849426,
0.32815709710121155,
-0.5130249261856079,
-0.34168100357055664,
0.03007669188082218,
0.1240738034248352,
0.10587017238140106,
0.5141777992248535,
-0.026071345433592796,
0.08564090728759766,
-0.21866974234580994,
0.2014671415090561,
-0.30879709124565125,
0.15353114902973175,
-0.0030913683585822582,
0.11963751912117004,
0.14666825532913208,
-0.053318656980991364,
-0.04713232070207596,
0.0780140683054924,
-0.0812830924987793,
-0.27871546149253845,
0.11234402656555176,
-0.018968956544995308,
0.15442126989364624,
0.8165990114212036,
0.41802939772605896,
0.30736419558525085,
0.2578543424606323,
0.355474591255188,
0.655137300491333,
0.14289490878582,
-0.04724757745862007,
0.1153947040438652,
-0.06108923628926277,
-0.0731159895658493,
0.05846254155039787,
0.07613207399845123,
-0.23187224566936493,
0.019900254905223846,
0.10936018079519272,
-0.24037326872348785,
-0.35661235451698303,
-0.14287874102592468,
-0.4525379538536072,
0.1425890028476715,
0.10790923237800598,
0.046417221426963806,
-0.2667253911495209,
-0.20124296844005585,
0.036888640373945236,
0.28550204634666443,
0.21451228857040405,
0.20001018047332764,
-0.43934366106987,
0.02321932464838028,
-0.2913896143436432,
0.3825501501560211,
0.024037795141339302,
0.37679335474967957,
-0.1595311462879181,
0.08786636590957642,
0.14221754670143127,
0.30853986740112305,
0.19916105270385742,
-0.3688870966434479,
0.2175951600074768,
-0.07229212671518326,
0.31339025497436523,
0.19357919692993164,
-0.23004122078418732,
0.42392677068710327,
0.41673555970191956,
-0.06499972194433212,
0.08801032602787018,
0.10432358086109161,
-0.16244880855083466,
-0.46114274859428406,
-0.16291984915733337,
-0.14005137979984283,
-0.14902955293655396,
0.1277850866317749,
0.3009724020957947,
-0.05918988212943077,
-0.05070676654577255,
0.27494779229164124,
-0.38872483372688293,
-0.1966955065727234,
-0.056988563388586044,
-0.2175355851650238,
0.18359023332595825,
0.05855236575007439,
0.003190407296642661,
0.3556635081768036,
0.06189020350575447,
-0.024189544841647148,
0.42196035385131836,
0.10546605288982391,
0.190561905503273,
0.45011013746261597,
-0.23942087590694427,
0.25263547897338867,
-0.1963379979133606,
-0.25360697507858276,
0.3440069854259491,
0.12801039218902588,
-0.3881404399871826,
-0.09134102612733841,
0.09488356858491898,
-0.24097765982151031,
-0.17852763831615448,
-0.14679306745529175,
-0.13932159543037415,
-0.00035078395740129054,
-0.17939329147338867,
-0.5722704529762268,
0.2993481159210205,
0.5455887913703918,
-0.38739636540412903,
0.4094866216182709,
-0.182243213057518,
-0.2915196418762207,
0.12440326064825058,
0.08555340021848679,
0.8844550848007202,
-0.18662962317466736,
0.37746286392211914,
-0.37229207158088684,
-0.007860763929784298,
0.03431764617562294,
-0.35737210512161255,
0.048011332750320435,
-0.48150554299354553,
-0.31308698654174805,
-0.12218354642391205,
-0.18200752139091492,
-0.0026548493187874556,
0.4709053337574005,
0.09557558596134186,
0.08884569257497787,
-0.16639026999473572,
-0.09674341976642609,
-0.12405658513307571,
-0.1856992244720459,
-0.17455478012561798,
-0.2546985447406769,
0.31720659136772156,
0.0995548740029335,
-0.21953003108501434,
0.03810752555727959,
-0.10165645182132721,
-0.004811680410057306,
-0.2958862781524658,
0.2237446904182434,
-0.26380008459091187,
0.0663347914814949,
-0.6536073684692383,
0.08839969336986542,
-0.1841793656349182,
-0.1916699856519699,
0.19247373938560486,
0.32334834337234497,
0.2500442862510681,
0.19081547856330872,
0.010780058801174164,
0.08489762246608734,
0.34551239013671875,
0.15134862065315247,
-0.2724233567714691,
0.042426034808158875,
0.2580711543560028,
0.15149010717868805,
0.1023697629570961,
-0.19922704994678497,
-0.19654403626918793,
-0.36928966641426086,
-0.30499324202537537,
0.2606560289859772,
0.020378511399030685,
-0.19662359356880188,
0.016765965148806572,
0.009655953384935856,
0.01939859800040722,
0.13386410474777222,
0.06413815915584564,
0.4409197270870209,
0.01142038218677044,
0.5084741711616516,
-0.18702885508537292,
-0.2663937509059906,
0.1212543323636055,
0.48618146777153015,
-0.05171465501189232,
-0.2246522307395935,
0.20013755559921265,
-0.35662034153938293,
-0.2840155363082886,
-0.1574021428823471,
0.20584005117416382,
0.22877360880374908,
-0.273926317691803,
-0.09786044806241989,
-0.05001450702548027,
-0.12075716257095337,
0.20877911150455475,
-0.4400063455104828,
0.1652747243642807,
0.22251906991004944,
0.14455564320087433,
-0.32596316933631897,
-0.3702555298805237,
-0.1557094305753708,
-0.38027262687683105,
0.1694018840789795,
0.09819391369819641,
-0.6323502063751221,
0.08480536192655563,
0.15892189741134644,
-0.1927313655614853,
-0.08594617247581482,
0.1824997216463089,
0.0555277094244957,
0.19178135693073273,
0.018381977453827858,
-0.1213938444852829,
-0.14987409114837646,
-0.11522334814071655,
-0.027148421853780746,
-0.05677972733974457,
-0.16411586105823517,
-0.03980166092514992,
0.16794852912425995,
0.1820957064628601,
-0.35793909430503845,
0.03408092260360718,
-0.47846171259880066,
-0.09294532239437103,
-0.3725866377353668,
-0.00691599678248167,
0.14403124153614044,
0.19840694963932037,
0.26554661989212036,
0.15833669900894165,
0.02654437907040119,
-0.2508021891117096,
0.29393771290779114,
-0.08326421678066254,
-0.14578554034233093,
-0.17856113612651825,
0.24872788786888123,
-0.25603049993515015,
-0.06890958547592163,
0.12114959210157394,
-0.05345310643315315,
0.15995435416698456,
0.0876602828502655,
0.032949481159448624,
-0.039718493819236755,
0.013643788173794746,
0.09037667512893677,
0.36234334111213684,
0.14798499643802643,
-0.07483112812042236,
0.03842497617006302,
0.3330177068710327,
0.08940227329730988,
0.09641401469707489,
-0.2548564374446869,
0.25574374198913574,
-0.12112519145011902,
-0.013889172114431858,
0.3589088022708893,
0.24857616424560547,
-0.2838557958602905,
0.10822156816720963,
-0.1117144525051117,
-0.02460627444088459,
-0.34298840165138245,
0.41847509145736694,
0.005170663818717003,
0.09477657079696655,
0.031618788838386536,
0.49151667952537537,
0.2797822952270508,
0.1336301565170288,
0.30289793014526367,
0.12477914243936539,
0.15891630947589874,
0.48482081294059753,
-0.33692875504493713,
0.13640886545181274,
-0.70195472240448,
0.04022994264960289,
0.06432108581066132,
0.1500834822654724,
0.23707711696624756,
0.09208180755376816,
0.174442321062088,
0.07026229798793793,
-0.3857192099094391,
0.05375484377145767,
-0.21500560641288757,
-0.10690262913703918,
-0.173550084233284,
0.05256921052932739,
0.010166224092245102,
0.023593083024024963,
-0.25750869512557983,
-0.2358400821685791,
-0.25236383080482483,
0.23807798326015472,
0.2800000309944153,
0.12528355419635773,
0.14734406769275665,
0.14350472390651703,
0.2382262647151947,
0.0518711693584919,
-0.1395544707775116,
-0.04918469488620758,
-0.4437820017337799,
-0.1235463097691536,
0.22236031293869019,
0.07071615755558014,
0.008214207366108894,
0.14155666530132294,
0.08432269841432571,
0.19174788892269135,
0.31143853068351746,
0.10314714163541794,
-0.26051250100135803,
0.2802604138851166,
0.031388916075229645,
-0.42639854550361633,
0.04956649988889694,
-0.01188276894390583,
-0.06616420298814774,
0.03959968686103821,
-0.1653692126274109,
-0.01435666624456644,
0.025708230212330818,
-0.09648633003234863,
-0.2372015118598938,
-0.4859430491924286,
0.12182721495628357,
-0.028764672577381134,
0.17254704236984253,
0.09981339424848557,
0.6371156573295593,
-0.03502814844250679,
0.13578417897224426,
-0.5039874911308289,
0.023602444678544998,
0.4224788546562195,
0.3049721121788025,
0.4329591393470764,
0.08612971007823944,
0.041795775294303894,
-0.004052951466292143,
-0.4279855489730835,
0.1783241629600525,
0.19301696121692657,
0.44800809025764465,
-0.04991218075156212,
-0.07186863571405411,
0.09799188375473022,
-0.099458247423172,
0.6948087811470032,
-0.17923319339752197,
0.4205057919025421,
0.375042200088501,
-0.29031217098236084,
-0.19507859647274017,
0.3442022502422333,
-0.0036934316158294678,
0.07947492599487305,
-0.39785268902778625,
0.2591148018836975,
0.20873276889324188,
0.013708649203181267,
-0.06161224842071533,
-0.2549700438976288,
0.18347690999507904,
0.549198567867279,
0.5960673093795776,
0.13804246485233307,
-0.037319958209991455,
0.07789470255374908,
0.29394301772117615,
-0.4272301197052002,
0.004646730609238148,
-0.13356363773345947,
-0.011072167195379734,
-0.12245116382837296,
-0.08022290468215942,
-0.5871816277503967,
-0.0836937204003334,
-0.3447757065296173,
-0.07141396403312683,
-0.08326399326324463,
0.29528287053108215,
0.0031481699552387,
0.01249024085700512,
-0.1258893758058548,
0.04842014238238335,
0.2322920560836792,
0.25874027609825134,
-0.17763572931289673,
0.35602614283561707,
-0.4420718848705292,
-0.042856041342020035,
0.3386686146259308,
-0.26816001534461975,
-0.13259285688400269,
0.04721227288246155,
0.37212106585502625,
0.3301636874675751,
-0.18087543547153473,
0.016727719455957413,
0.08681593835353851,
0.380814790725708,
-0.39203473925590515,
-0.0991070494055748,
-0.017148742452263832,
-0.43552732467651367,
-0.008212629705667496,
-0.13836237788200378,
0.6257171630859375,
-0.012277376838028431,
-0.19936920702457428,
-0.036148592829704285,
-0.2800707221031189
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Sounds nice but I feel this is a sub-part of the approach mentioned by @siddk. Instead of letting the user set new permissions by itself first and then making sure newly generated files have same permissions why don't we ask the user initially only what they want? What are your thoughts? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 51 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Sounds nice but I feel this is a sub-part of the approach mentioned by @siddk. Instead of letting the user set new permissions by itself first and then making sure newly generated files have same permissions why don't we ask the user initially only what they want? What are your thoughts? | [
-0.02150663733482361,
0.30346786975860596,
-0.1613316833972931,
-0.06145039200782776,
-0.09429995715618134,
0.011614518240094185,
0.3593587279319763,
0.2102663516998291,
-0.28817468881607056,
0.06739791482686996,
0.021829359233379364,
-0.12377908080816269,
0.010428152047097683,
-0.2228575199842453,
-0.14883515238761902,
0.14299915730953217,
0.12253932654857635,
0.1753845065832138,
0.06430085003376007,
-0.08523361384868622,
-0.09200533479452133,
-0.25709113478660583,
0.0005785730318166316,
-0.08612707257270813,
-0.3042490482330322,
-0.14608579874038696,
0.1376362293958664,
0.19731277227401733,
-0.03698029741644859,
-0.17675283551216125,
0.14547084271907806,
0.5835267901420593,
0.060447245836257935,
0.17002363502979279,
-0.00011381301010260358,
-0.2299203872680664,
0.033086664974689484,
-0.04366460070014,
0.016512896865606308,
0.2122364491224289,
-0.07354883849620819,
-0.16447517275810242,
-0.1943162977695465,
-0.2433006465435028,
-0.0462045893073082,
0.19971151649951935,
0.19790944457054138,
-0.6541273593902588,
0.5026416778564453,
-0.03636626899242401,
0.16959132254123688,
-0.2603200078010559,
-0.45810243487358093,
0.1149786040186882,
0.29270532727241516,
0.15541337430477142,
-0.1459859162569046,
0.10887373238801956,
0.42787161469459534,
-0.22235643863677979,
-0.0490461029112339,
0.10521448403596878,
-0.3066334128379822,
0.10899385809898376,
0.1439865231513977,
-0.11899003386497498,
-0.23431850969791412,
-0.5785056352615356,
0.006019877269864082,
0.11863785237073898,
0.7419642806053162,
-0.04143953323364258,
-0.5000026226043701,
-0.32804423570632935,
0.1157064363360405,
0.2075069546699524,
0.2222394198179245,
0.31634190678596497,
-0.14469029009342194,
0.26397451758384705,
-0.44968485832214355,
-0.09392949193716049,
-0.13930802047252655,
-0.049711842089891434,
0.21923254430294037,
-0.1179770678281784,
-0.03718104958534241,
0.04568218067288399,
-0.035000480711460114,
0.017656709998846054,
0.2272622138261795,
0.11444242298603058,
-0.3335205912590027,
0.3299397826194763,
-0.11125369369983673,
-0.03609185665845871,
-0.21023310720920563,
0.4718672037124634,
0.24617156386375427,
0.3557561933994293,
0.2872905433177948,
0.22514131665229797,
0.045736245810985565,
0.14566612243652344,
0.07923340052366257,
0.13846401870250702,
0.3433903455734253,
0.19381317496299744,
0.5769109725952148,
-0.3486528694629669,
-0.06219189614057541,
0.09783715754747391,
0.08037367463111877,
-0.3098669648170471,
0.10347350686788559,
0.38156116008758545,
-0.020868103951215744,
-0.1177324652671814,
0.1676381230354309,
0.13820815086364746,
-0.1400250345468521,
-0.40705832839012146,
-0.038647640496492386,
0.20555147528648376,
0.04587290808558464,
-0.07817203551530838,
-0.005033077206462622,
0.15225645899772644,
0.03638597950339317,
-0.35490888357162476,
0.0399276539683342,
-0.32923534512519836,
-0.39531177282333374,
0.4818219244480133,
0.507962703704834,
-0.21053828299045563,
-0.018610188737511635,
0.27448105812072754,
0.1505054235458374,
-0.10569583624601364,
0.3306502401828766,
-0.06058230996131897,
0.3992086946964264,
0.2370220571756363,
0.16559553146362305,
0.3706307113170624,
-0.02371288649737835,
-0.011130454950034618,
-0.12172874808311462,
0.3696787357330322,
-0.33211833238601685,
-0.1372835487127304,
0.3728597164154053,
0.054055843502283096,
-0.0034282279666513205,
0.30530717968940735,
-0.3055221438407898,
0.09751944243907928,
0.47499099373817444,
-0.18785017728805542,
0.26452335715293884,
0.32645678520202637,
-0.15082530677318573,
-0.4486914277076721,
-0.1300681084394455,
0.42786747217178345,
-0.05205383896827698,
0.03652268648147583,
-0.01965581253170967,
0.0565936453640461,
-0.12230322510004044,
0.26815125346183777,
-0.09357069432735443,
0.36713653802871704,
-0.16499242186546326,
0.19476266205310822,
0.4293016493320465,
-0.010686555877327919,
-0.43890222907066345,
0.19467931985855103,
0.16961544752120972,
-0.035028841346502304,
0.20525018870830536,
0.02650740183889866,
0.05682394281029701,
-0.21158775687217712,
-0.14297878742218018,
0.24177204072475433,
0.006836619693785906,
0.25080105662345886,
0.02171158418059349,
-0.013912978582084179,
0.08089335262775421,
-0.12157086282968521,
0.05804063007235527,
0.3386092782020569,
0.41516903042793274,
-0.31771114468574524,
0.20925988256931305,
-0.37180423736572266,
0.21216291189193726,
0.23988188803195953,
0.12879659235477448,
-0.13514451682567596,
-0.14058071374893188,
0.009482351131737232,
-0.4876559376716614,
0.321515291929245,
-0.15778446197509766,
-0.38587549328804016,
0.14581546187400818,
-0.38155677914619446,
0.11969467997550964,
-0.35533446073532104,
-0.03481437265872955,
-0.010742584243416786,
0.06416741758584976,
0.011808812618255615,
-0.12380730360746384,
-0.38398686051368713,
0.06631404906511307,
0.4213300943374634,
0.18840323388576508,
0.010892975144088268,
-0.032609257847070694,
0.07937227934598923,
-0.1622629016637802,
0.03665494918823242,
-0.3233984410762787,
-0.10279563814401627,
0.18932965397834778,
-0.02894333191215992,
-0.1541256606578827,
0.2733413577079773,
0.08489419519901276,
0.05984354391694069,
-0.0764382854104042,
0.283999502658844,
0.07125504314899445,
0.18368977308273315,
0.050555236637592316,
-0.22414477169513702,
-0.058956049382686615,
-0.24230481684207916,
-0.3031657636165619,
0.38289183378219604,
-0.07498180121183395,
-0.09968390315771103,
-0.19925834238529205,
0.09801837801933289,
-0.009871316142380238,
-0.12722352147102356,
-0.13046260178089142,
-0.09987318515777588,
-0.06741231679916382,
0.2601041793823242,
0.2791469097137451,
0.2810329794883728,
0.07919339090585709,
0.05996759980916977,
0.3185287117958069,
0.12961021065711975,
0.0791054368019104,
-0.060526538640260696,
0.056611068546772,
0.09245916455984116,
0.19749553501605988,
0.36897292733192444,
0.2394680231809616,
0.05540531873703003,
0.2686428129673004,
-0.18336570262908936,
0.3721327483654022,
-0.164281964302063,
-0.05011555179953575,
-0.060972318053245544,
0.027086876332759857,
-0.060779374092817307,
-0.16565772891044617,
0.04880889877676964,
0.06025556102395058,
0.22639666497707367,
0.041244570165872574,
-0.045598067343235016,
-0.28761130571365356,
-0.16770288348197937,
-0.11976901441812515,
-0.2105097621679306,
0.28824976086616516,
-0.03896361589431763,
-0.48419275879859924,
0.02869543433189392,
-0.11276792734861374,
0.12957753241062164,
-0.07897172123193741,
0.12439533323049545,
-0.29070335626602173,
0.3436164855957031,
-0.16356931626796722,
-0.06601163744926453,
-0.1650729775428772,
0.26535138487815857,
0.09964020550251007,
0.026729781180620193,
0.3398626446723938,
-0.6474871039390564,
0.2354012280702591,
0.02416783571243286,
0.3293394446372986,
-0.28966495394706726,
-0.08471477031707764,
-0.1201489269733429,
-0.06197695434093475,
0.10821189731359482,
-0.4897514283657074,
0.0002002393885049969,
-0.15992966294288635,
-0.0240948423743248,
-0.2729264497756958,
-0.18905337154865265,
-0.16934220492839813,
-0.15472359955310822,
0.07602410018444061,
0.0209452323615551,
-0.315022349357605,
-0.11580924689769745,
-0.06778840720653534,
-0.1333335041999817,
0.4151949882507324,
0.1257449835538864,
0.28715047240257263,
0.043107688426971436,
-0.25719040632247925,
-0.4677892029285431,
-0.25489363074302673,
0.43329522013664246,
-0.297861784696579,
-0.5735899806022644,
0.26676666736602783,
-0.3667278587818146,
-0.29503634572029114,
-0.05477014556527138,
0.05342317000031471,
0.049660295248031616,
0.5260621309280396,
-0.02804262936115265,
-0.071006640791893,
-0.1727811098098755,
0.2378222793340683,
-0.3201943635940552,
0.17601409554481506,
0.05077051743865013,
0.044311970472335815,
0.10439913719892502,
-0.005994332488626242,
-0.06301780790090561,
0.09955403953790665,
-0.07241068035364151,
-0.33263763785362244,
0.21056927740573883,
0.054405294358730316,
0.21722039580345154,
0.8299287557601929,
0.39297938346862793,
0.3720266819000244,
0.26717910170555115,
0.356484591960907,
0.6644086241722107,
0.1048227921128273,
-0.07250222563743591,
0.1425318568944931,
-0.03648098558187485,
-0.07174485921859741,
0.06949534267187119,
0.08119773864746094,
-0.26591116189956665,
-0.02078850194811821,
0.11085106432437897,
-0.31221356987953186,
-0.438932329416275,
-0.10266236960887909,
-0.37607628107070923,
0.17619666457176208,
0.11929882317781448,
0.1065729409456253,
-0.19952824711799622,
-0.15441402792930603,
-0.02106642723083496,
0.26321497559547424,
0.3557823598384857,
0.1747678965330124,
-0.4637179672718048,
0.03693021088838577,
-0.349863201379776,
0.26905009150505066,
0.08917544782161713,
0.41858747601509094,
-0.14887605607509613,
0.058160699903964996,
0.17525750398635864,
0.2864214777946472,
0.3135206699371338,
-0.3702079951763153,
0.08215592056512833,
-0.12423915416002274,
0.1768728792667389,
0.3828261196613312,
-0.19495989382266998,
0.4328995645046234,
0.4933440387248993,
0.07729091495275497,
0.14912736415863037,
0.029570868238806725,
-0.14380061626434326,
-0.42993423342704773,
-0.15536870062351227,
-0.03878893703222275,
-0.175301656126976,
0.25690847635269165,
0.27648481726646423,
-0.0702056884765625,
-0.05480489507317543,
0.3186103105545044,
-0.4268200993537903,
-0.17721515893936157,
0.012555393390357494,
-0.14447158575057983,
0.3334311544895172,
0.10702505707740784,
-0.09562519192695618,
0.18864794075489044,
0.08685524761676788,
0.04013299569487572,
0.33179518580436707,
0.08293774724006653,
0.01043016742914915,
0.4379090666770935,
-0.2634049654006958,
0.46450793743133545,
-0.12028400599956512,
-0.3070554733276367,
0.3799797296524048,
0.20018665492534637,
-0.2821277678012848,
-0.14608171582221985,
0.10023669898509979,
-0.14741076529026031,
-0.39174896478652954,
-0.16838540136814117,
-0.08401232212781906,
-0.1172892302274704,
-0.2973457872867584,
-0.6107850074768066,
0.2031312882900238,
0.5352295637130737,
-0.34931784868240356,
0.2802356779575348,
-0.19767341017723083,
-0.319974809885025,
0.11576786637306213,
0.08997046947479248,
0.8514478206634521,
-0.11892060190439224,
0.45814257860183716,
-0.3852829337120056,
0.09061884135007858,
0.030064541846513748,
-0.47935283184051514,
0.018478436395525932,
-0.44177138805389404,
-0.39649415016174316,
-0.15739254653453827,
-0.1264578253030777,
0.06115478649735451,
0.5075002908706665,
0.06994861364364624,
0.13193362951278687,
-0.031228823587298393,
-0.01570017635822296,
-0.08057662099599838,
-0.0955841988325119,
-0.24342769384384155,
-0.25305429100990295,
0.4673323929309845,
0.10352249443531036,
-0.21097029745578766,
0.041673775762319565,
-0.10588732361793518,
-0.019194336608052254,
-0.2302452176809311,
0.11745718866586685,
-0.1970202922821045,
-0.014703468419611454,
-0.5546619296073914,
0.014659503474831581,
-0.1509048491716385,
-0.05323189124464989,
0.19789651036262512,
0.24674582481384277,
0.25951164960861206,
0.36908888816833496,
0.019892243668437004,
-0.003785300999879837,
0.3759622871875763,
0.28652146458625793,
-0.133846253156662,
0.03504612669348717,
0.2950538396835327,
0.19529585540294647,
0.1418517529964447,
-0.25924789905548096,
-0.19163380563259125,
-0.3534180521965027,
-0.5514910817146301,
0.2923976480960846,
0.03628972917795181,
-0.215506449341774,
-0.029629023745656013,
0.07614460587501526,
0.07581789046525955,
0.09350830316543579,
0.07118478417396545,
0.44653141498565674,
0.032540444284677505,
0.5419017672538757,
-0.34804871678352356,
-0.27298110723495483,
0.01717134192585945,
0.45624274015426636,
-0.008791303262114525,
-0.27993738651275635,
0.12193461507558823,
-0.4247003197669983,
-0.2871575653553009,
-0.1838989555835724,
0.21658508479595184,
0.09926488250494003,
-0.19424092769622803,
-0.14537958800792694,
0.003936624154448509,
-0.05367123708128929,
0.22821180522441864,
-0.5018803477287292,
0.13641256093978882,
0.06311306357383728,
0.24044419825077057,
-0.22328691184520721,
-0.3366982638835907,
-0.22224797308444977,
-0.28165334463119507,
0.28781425952911377,
0.17481565475463867,
-0.5316988229751587,
0.03425203263759613,
0.1116778776049614,
-0.2204289436340332,
-0.16174446046352386,
0.23769374191761017,
0.17678260803222656,
0.23742417991161346,
0.06450275331735611,
-0.2117527276277542,
-0.1975310891866684,
-0.08688309788703918,
-0.0958414152264595,
-0.07334458082914352,
-0.1839972287416458,
-0.022043371573090553,
0.16307729482650757,
0.19259266555309296,
-0.30572718381881714,
0.11555952578783035,
-0.4096888601779938,
-0.12166625261306763,
-0.41835737228393555,
0.06019853800535202,
0.25593841075897217,
0.20846787095069885,
0.28056904673576355,
0.20270651578903198,
-0.03405448794364929,
-0.13114586472511292,
0.27177372574806213,
-0.14904101192951202,
-0.161510169506073,
-0.24046729505062103,
0.2573896050453186,
-0.278095543384552,
-0.0271795392036438,
0.08812020719051361,
-0.022539302706718445,
0.0841832160949707,
0.1487889289855957,
0.06394176930189133,
0.02386721409857273,
0.071944959461689,
0.17729802429676056,
0.30382055044174194,
-0.0395747609436512,
-0.12946918606758118,
0.05976268649101257,
0.4733661711215973,
0.13258907198905945,
0.16427282989025116,
-0.22115252912044525,
0.29639559984207153,
-0.19676929712295532,
0.03971431031823158,
0.4383152723312378,
0.2616908848285675,
-0.18761324882507324,
0.19473761320114136,
-0.14318670332431793,
0.028602054342627525,
-0.4217781722545624,
0.4083344340324402,
-0.02606154978275299,
0.08359021693468094,
-0.009268523193895817,
0.45398595929145813,
0.12057357281446457,
0.0059179686941206455,
0.2759360074996948,
0.23596934974193573,
0.22517964243888855,
0.39802414178848267,
-0.3255468010902405,
0.03716784715652466,
-0.6843451261520386,
0.15872739255428314,
0.06637401133775711,
0.13992711901664734,
0.2649143934249878,
0.06534460186958313,
0.09818948060274124,
-0.008855514228343964,
-0.3272552788257599,
0.07793768495321274,
-0.2223503589630127,
-0.10730718076229095,
-0.09256342053413391,
0.09254895895719528,
-0.0064458223059773445,
0.041403256356716156,
-0.24350860714912415,
-0.23931805789470673,
-0.20391130447387695,
0.17222391068935394,
0.2994826138019562,
0.026801016181707382,
0.23905207216739655,
-0.005767908412963152,
0.022744834423065186,
0.1052183136343956,
-0.2305181473493576,
-0.08860061317682266,
-0.5490132570266724,
-0.15878058969974518,
0.19638006389141083,
0.1576894223690033,
-0.00247163325548172,
0.25078192353248596,
0.11550705134868622,
0.11430420726537704,
0.21051464974880219,
0.14106754958629608,
-0.30573660135269165,
0.3160785436630249,
-0.07843199372291565,
-0.37269681692123413,
0.020579947158694267,
0.013396556489169598,
-0.05569535493850708,
0.021303877234458923,
-0.14174634218215942,
-0.06973984837532043,
-0.10422741621732712,
-0.059158749878406525,
-0.0012653701705858111,
-0.3647177517414093,
0.19289670884609222,
-0.024681830778717995,
0.09962897002696991,
0.09298815578222275,
0.530428946018219,
-0.08010292798280716,
0.21318979561328888,
-0.5350327491760254,
0.04062251001596451,
0.44604548811912537,
0.09690356999635696,
0.43697604537010193,
-0.06026983633637428,
-0.1579892486333847,
0.08234848827123642,
-0.3973451554775238,
0.0672312006354332,
0.20588524639606476,
0.48106881976127625,
-0.04739648103713989,
-0.1647842824459076,
0.16033394634723663,
-0.020102733746170998,
0.5293856859207153,
-0.3117314577102661,
0.23099809885025024,
0.304206520318985,
-0.2668892443180084,
-0.1646338850259781,
0.20025412738323212,
-0.05599662661552429,
0.025570405647158623,
-0.33615800738334656,
0.28761398792266846,
0.20874913036823273,
0.05664209648966789,
-0.11867565661668777,
-0.20095431804656982,
0.18941229581832886,
0.5180321931838989,
0.4471517503261566,
0.22346433997154236,
-0.12816765904426575,
-0.014497024938464165,
0.3214603066444397,
-0.45251160860061646,
0.1204557791352272,
-0.18588165938854218,
-0.14332334697246552,
-0.13729777932167053,
0.023262763395905495,
-0.5915025472640991,
-0.1409788727760315,
-0.39000096917152405,
-0.05416348576545715,
-0.09597393125295639,
0.3669757544994354,
0.05747512727975845,
-0.004772490821778774,
-0.09926734864711761,
0.03496645763516426,
0.25794899463653564,
0.3559635281562805,
-0.13734814524650574,
0.43684205412864685,
-0.42648226022720337,
-0.007700207177549601,
0.28846174478530884,
-0.20155301690101624,
-0.14667397737503052,
-0.017401885241270065,
0.34916943311691284,
0.16213156282901764,
-0.10716589540243149,
0.05842819809913635,
-0.06407618522644043,
0.3837524354457855,
-0.40469545125961304,
-0.06000867113471031,
0.12962263822555542,
-0.4057175815105438,
-0.16226726770401,
-0.058507077395915985,
0.5083824396133423,
-0.045966412872076035,
-0.258373886346817,
0.013549655675888062,
-0.23338833451271057
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Yes sounds good. Should this be a parameter in `load_dataset` ? Or an env variable ? Or use the value of `os.umask` ? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 23 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Yes sounds good. Should this be a parameter in `load_dataset` ? Or an env variable ? Or use the value of `os.umask` ? | [
-0.11572428792715073,
0.19156627357006073,
-0.12044429033994675,
0.010218828916549683,
-0.004656806122511625,
0.07383771240711212,
0.35489389300346375,
0.08304746448993683,
-0.09774130582809448,
0.02342354506254196,
-0.10515771061182022,
0.11370620876550674,
0.07436949759721756,
-0.2714214324951172,
-0.06072573736310005,
0.15252099931240082,
0.21365584433078766,
0.024268321692943573,
0.031402189284563065,
-0.11502569913864136,
-0.16827575862407684,
-0.05777712166309357,
-0.10900552570819855,
-0.09702250361442566,
-0.2315441370010376,
-0.12353043258190155,
0.24491660296916962,
0.29547595977783203,
-0.012377297505736351,
-0.15839147567749023,
0.23437319695949554,
0.5587266683578491,
0.18393991887569427,
0.0664559155702591,
-0.00011460713722044602,
-0.1373332291841507,
0.02459925226867199,
-0.13007281720638275,
0.032992150634527206,
0.21298137307167053,
-0.019834119826555252,
-0.13540004193782806,
-0.10632769763469696,
-0.21078333258628845,
-0.14558227360248566,
0.1845487505197525,
0.08641045540571213,
-0.6697395443916321,
0.44854456186294556,
0.2498931884765625,
0.18491192162036896,
-0.17895735800266266,
-0.3419663608074188,
0.13277849555015564,
0.2498420625925064,
0.10166335105895996,
-0.12130970507860184,
0.06444612145423889,
0.2906063497066498,
-0.16770143806934357,
-0.03341780975461006,
-0.006596667692065239,
-0.29961633682250977,
0.06730584055185318,
0.20020778477191925,
-0.05600070208311081,
-0.262216717004776,
-0.5426021218299866,
0.07750020921230316,
0.06790001690387726,
0.766152024269104,
-0.08331241458654404,
-0.5185662508010864,
-0.1043563261628151,
0.09090115129947662,
0.2254609763622284,
0.382560670375824,
0.34550347924232483,
-0.021785307675600052,
0.31509456038475037,
-0.506802499294281,
0.010549845173954964,
-0.22920966148376465,
0.04996955767273903,
0.15380200743675232,
0.014185686595737934,
-0.0012821354903280735,
0.11215374618768692,
0.0697183907032013,
-0.08665941655635834,
0.19569551944732666,
0.11379396170377731,
-0.3244982659816742,
0.3942144215106964,
-0.2211422473192215,
0.03704838082194328,
-0.2199566662311554,
0.4640304446220398,
0.23840424418449402,
0.28795501589775085,
0.21114404499530792,
0.1848994940519333,
0.007535217329859734,
0.22915992140769958,
-0.03341038525104523,
0.14296750724315643,
0.39445406198501587,
0.2765601873397827,
0.5267385840415955,
-0.37817320227622986,
-0.11038359999656677,
0.03155883774161339,
-0.05168718844652176,
-0.39310795068740845,
0.07375073432922363,
0.2395581752061844,
0.04035862907767296,
-0.20363208651542664,
0.12828311324119568,
0.08213557302951813,
-0.11160849779844284,
-0.27733200788497925,
0.031326137483119965,
0.3696841895580292,
0.1135343387722969,
-0.11508204787969589,
0.039890728890895844,
0.2530941665172577,
-0.04551754519343376,
-0.3753744661808014,
0.011407794430851936,
-0.3871248960494995,
-0.27920857071876526,
0.4033255875110626,
0.47523248195648193,
-0.12668083608150482,
0.03748041018843651,
0.2577850818634033,
0.12955468893051147,
-0.2477271556854248,
0.3621705174446106,
-0.04419812932610512,
0.39860638976097107,
0.3669503927230835,
0.2635761499404907,
0.25143399834632874,
0.09833942353725433,
0.028325654566287994,
-0.10791469365358353,
0.40051066875457764,
-0.3557932674884796,
-0.15484140813350677,
0.29789838194847107,
0.05624130740761757,
-0.0700574591755867,
0.22292912006378174,
-0.37715277075767517,
0.10080890357494354,
0.520829975605011,
-0.04007265716791153,
0.3602373003959656,
0.2457834631204605,
-0.20405887067317963,
-0.44340452551841736,
-0.07133285701274872,
0.27099037170410156,
-0.13439522683620453,
-0.05851726606488228,
-0.08772367238998413,
-0.06524715572595596,
0.026163659989833832,
0.3507983982563019,
-0.02725422941148281,
0.22788386046886444,
-0.09130104631185532,
0.16322313249111176,
0.4935806095600128,
-0.02708163857460022,
-0.5619921088218689,
0.12315743416547775,
0.22417494654655457,
-0.14953316748142242,
0.19179661571979523,
0.02527492120862007,
0.03262825682759285,
-0.05484677106142044,
-0.0813223198056221,
0.38075754046440125,
0.2587202489376068,
0.2704673111438751,
0.13849012553691864,
0.11018858850002289,
0.051644984632730484,
-0.01870870217680931,
0.0409567765891552,
0.34956836700439453,
0.384988933801651,
-0.357051819562912,
0.2508895993232727,
-0.28883862495422363,
0.23769107460975647,
0.45592665672302246,
0.0941975861787796,
-0.12704965472221375,
0.024128524586558342,
0.04417810216546059,
-0.3931058943271637,
0.2504180371761322,
-0.09992904961109161,
-0.4025929272174835,
0.09857233613729477,
-0.47680485248565674,
0.05070548877120018,
-0.2261071652173996,
-0.15048275887966156,
-0.08767254650592804,
0.049879126250743866,
0.006995163392275572,
-0.055114731192588806,
-0.32266610860824585,
0.13724225759506226,
0.3789218068122864,
0.20706652104854584,
-0.007192240562289953,
-0.12559886276721954,
0.136961430311203,
-0.07973702996969223,
-0.07548052817583084,
-0.23614519834518433,
-0.0997980609536171,
0.2494993358850479,
0.014925329014658928,
-0.29193592071533203,
0.3010900020599365,
0.2039220631122589,
0.003709506941959262,
-0.17931021749973297,
0.1579241007566452,
-0.03162269666790962,
0.0792519822716713,
0.09224780648946762,
-0.1883665919303894,
-0.07806798815727234,
-0.17187590897083282,
-0.2997308671474457,
0.37964513897895813,
-0.10709865391254425,
-0.09612873941659927,
-0.27058419585227966,
0.1875980943441391,
0.12346521764993668,
0.000985819729976356,
-0.13685914874076843,
-0.10228576511144638,
0.037552546709775925,
0.1670028567314148,
0.38140955567359924,
0.230031818151474,
0.08533962070941925,
-0.020879028365015984,
0.3448316156864166,
0.1670386791229248,
0.06479690968990326,
0.014318147674202919,
-0.06580644845962524,
0.07113023102283478,
0.24882005155086517,
0.25836801528930664,
0.3715961277484894,
0.047927744686603546,
0.2792147397994995,
-0.1685107946395874,
0.37133166193962097,
-0.13287872076034546,
0.02692550979554653,
-0.09192441403865814,
-0.05796075239777565,
-0.203217551112175,
-0.21280977129936218,
-0.06406548619270325,
-0.0018408030737191439,
0.26516130566596985,
0.10124955326318741,
0.08388984948396683,
-0.41087669134140015,
-0.11331135034561157,
-0.19674088060855865,
-0.13376359641551971,
0.3249428868293762,
0.0046006678603589535,
-0.5532535314559937,
-0.055934906005859375,
-0.1994497925043106,
0.20222978293895721,
-0.033077891916036606,
0.209174245595932,
-0.2046140432357788,
0.2034395933151245,
-0.031007980927824974,
-0.15471069514751434,
-0.19210541248321533,
0.20373134315013885,
0.09176228195428848,
0.012130041606724262,
0.1726275533437729,
-0.57269686460495,
0.11631876975297928,
-0.0581241101026535,
0.28658440709114075,
-0.2865247428417206,
0.035409115254879,
-0.17413215339183807,
-0.0007086371188051999,
0.12356574088335037,
-0.4385625720024109,
0.05180950090289116,
-0.23574310541152954,
0.0070026349276304245,
-0.1307346075773239,
-0.2610487937927246,
-0.23071375489234924,
-0.03241512551903725,
0.12106701731681824,
-0.023593803867697716,
-0.26379144191741943,
-0.09451844543218613,
-0.19618411362171173,
-0.15844514966011047,
0.4723943769931793,
0.15273727476596832,
0.2521524429321289,
-0.014709744602441788,
-0.242822527885437,
-0.419258713722229,
-0.1423545926809311,
0.28217336535453796,
-0.3960951864719391,
-0.5978459119796753,
0.3621940314769745,
-0.4948404133319855,
-0.40881574153900146,
0.06481907516717911,
0.19022534787654877,
0.08736827224493027,
0.4965357780456543,
-0.020668258890509605,
-0.03272099420428276,
-0.13035821914672852,
0.2110583633184433,
-0.3021685481071472,
0.149070605635643,
-0.018322564661502838,
-0.0033311631996184587,
0.1987171769142151,
-0.06161322817206383,
-0.20492678880691528,
0.01577027700841427,
-0.001858446979895234,
-0.24356740713119507,
0.17338323593139648,
0.18040163815021515,
0.03685827553272247,
0.6638672351837158,
0.40061068534851074,
0.3711778223514557,
0.3447340130805969,
0.2460651695728302,
0.6566486358642578,
0.12778684496879578,
-0.09835422039031982,
0.13287991285324097,
0.030741913244128227,
-0.1344200074672699,
0.1476203054189682,
0.05073612183332443,
-0.22453677654266357,
0.0086267264559865,
-0.030514908954501152,
-0.25278979539871216,
-0.4145503044128418,
-0.13567158579826355,
-0.28576385974884033,
0.09068112075328827,
0.012084141373634338,
0.22756178677082062,
-0.25447583198547363,
-0.19962993264198303,
0.015724632889032364,
0.34981316328048706,
0.19017717242240906,
0.28884780406951904,
-0.5011579394340515,
0.03220709413290024,
-0.337548166513443,
0.40715447068214417,
-0.11288390308618546,
0.4579397737979889,
-0.23471897840499878,
0.1226629912853241,
0.2193186730146408,
0.3533581793308258,
0.4206821620464325,
-0.4260232150554657,
0.21917560696601868,
0.024685349315404892,
0.15916670858860016,
0.24355648458003998,
-0.18747542798519135,
0.4024348258972168,
0.4582357406616211,
0.03869957476854324,
0.10106098651885986,
0.1391744315624237,
-0.12691473960876465,
-0.4196949005126953,
-0.21219338476657867,
-0.08873670548200607,
-0.3115249574184418,
0.08655343949794769,
0.19467049837112427,
-0.1184442937374115,
-0.08385228365659714,
0.25803256034851074,
-0.3196936845779419,
-0.19280044734477997,
0.013565214350819588,
-0.23596222698688507,
0.2144569605588913,
0.08823996782302856,
-0.02335982397198677,
0.374997615814209,
0.02907802350819111,
-0.01387337688356638,
0.3819003999233246,
0.007432747632265091,
0.18246687948703766,
0.4704224169254303,
-0.2757960557937622,
0.28755924105644226,
-0.18409961462020874,
-0.2768237888813019,
0.4023553133010864,
-0.02077299728989601,
-0.3571338653564453,
-0.15686960518360138,
0.1743987649679184,
-0.19305568933486938,
-0.2674136161804199,
-0.011144351214170456,
-0.10284503549337387,
0.07495419681072235,
-0.2801114320755005,
-0.6301466822624207,
0.20233777165412903,
0.5458949208259583,
-0.36912989616394043,
0.27002859115600586,
-0.3061341941356659,
-0.3580109775066376,
0.21224600076675415,
0.10059981048107147,
0.7887316346168518,
-0.24648676812648773,
0.3536963164806366,
-0.4175286293029785,
0.1269742101430893,
0.02160579524934292,
-0.43904393911361694,
0.07169964164495468,
-0.4734858572483063,
-0.36812177300453186,
-0.11364588141441345,
-0.11035499721765518,
0.06010760739445686,
0.5340064167976379,
-0.044944096356630325,
0.09782888740301132,
-0.07068077474832535,
-0.10433823615312576,
-0.17646938562393188,
-0.18742488324642181,
-0.16082899272441864,
-0.3270985782146454,
0.23921313881874084,
0.11409896612167358,
-0.2312960922718048,
0.05583513155579567,
-0.03652539104223251,
0.01219894364476204,
-0.18671846389770508,
0.19567406177520752,
-0.19770638644695282,
0.06846325844526291,
-0.6160364151000977,
0.06822322309017181,
-0.1547410488128662,
-0.08785703778266907,
0.13093699514865875,
0.41587644815444946,
0.2986323833465576,
0.3483608663082123,
-0.01363497693091631,
0.0292695052921772,
0.34767839312553406,
0.20694343745708466,
-0.2035665214061737,
0.03422735631465912,
0.26275163888931274,
0.1758733093738556,
0.021459680050611496,
-0.25057733058929443,
-0.1745351105928421,
-0.36913156509399414,
-0.26917216181755066,
0.2384554147720337,
0.05408741906285286,
-0.2971133291721344,
-0.05459282174706459,
-0.1923462450504303,
0.09659404307603836,
0.10192448645830154,
0.06625605374574661,
0.5287200808525085,
-0.03303144872188568,
0.5756493210792542,
-0.3444023132324219,
-0.39049166440963745,
0.03175188601016998,
0.564751923084259,
-0.06698009371757507,
-0.23681695759296417,
0.15458020567893982,
-0.3134380877017975,
-0.24850092828273773,
-0.1570892632007599,
0.25009050965309143,
0.1942852884531021,
-0.12300600856542587,
-0.08774340897798538,
0.06847354024648666,
-0.06959940493106842,
0.1941009908914566,
-0.4771355092525482,
0.04617789760231972,
0.17641906440258026,
0.13001012802124023,
-0.378030925989151,
-0.49079886078834534,
-0.3061332702636719,
-0.306303471326828,
0.22666269540786743,
0.31988850235939026,
-0.6408576965332031,
0.10105293989181519,
-0.016024189069867134,
-0.1997380405664444,
-0.23471379280090332,
0.07675521820783615,
0.09674838185310364,
0.1776963770389557,
0.046779900789260864,
-0.09194958209991455,
-0.2028864026069641,
-0.07036063820123672,
-0.11170653998851776,
-0.05338650941848755,
-0.16224367916584015,
-0.0469907745718956,
0.15024441480636597,
0.17538903653621674,
-0.3635748624801636,
0.13258959352970123,
-0.4973805248737335,
-0.12543009221553802,
-0.47608205676078796,
0.06025046482682228,
0.3147103488445282,
0.19373783469200134,
0.3190411627292633,
0.1800253838300705,
0.00042347292765043676,
-0.2174243927001953,
0.17613382637500763,
-0.18475621938705444,
-0.13351958990097046,
-0.2566710412502289,
0.24962671101093292,
-0.29182738065719604,
-0.04422025755047798,
0.09593448042869568,
-0.052566275000572205,
0.16841590404510498,
0.09684692323207855,
0.10871412605047226,
0.007795289158821106,
0.02100900560617447,
0.08257263153791428,
0.2972579598426819,
0.06366472691297531,
-0.18530051410198212,
0.0696975439786911,
0.3839074373245239,
0.09717701375484467,
0.13140666484832764,
-0.25719553232192993,
0.3448215425014496,
-0.10688222944736481,
0.000031891311664367095,
0.39787498116493225,
0.1617184281349182,
-0.28939956426620483,
0.15616026520729065,
-0.10308769345283508,
0.1565573364496231,
-0.2774786055088043,
0.32438555359840393,
-0.04051339626312256,
0.041585780680179596,
0.10162322968244553,
0.3367093503475189,
0.2523677945137024,
0.058452341705560684,
0.33398354053497314,
0.1865362673997879,
0.19963937997817993,
0.3867458701133728,
-0.32364732027053833,
0.10586905479431152,
-0.7008697390556335,
0.07364197075366974,
-0.00007020134944468737,
-0.06611276417970657,
0.3008567988872528,
0.10887780785560608,
0.02568434551358223,
0.003339935326948762,
-0.28859803080558777,
-0.008892819285392761,
-0.1278475522994995,
-0.15574370324611664,
-0.15204215049743652,
0.04880894348025322,
0.13508009910583496,
0.03524758666753769,
-0.23440539836883545,
-0.19908159971237183,
-0.2742215096950531,
0.16085800528526306,
0.25855255126953125,
0.09712669253349304,
0.17734232544898987,
0.02286301553249359,
0.11487611383199692,
-0.026497473940253258,
-0.2395642250776291,
-0.05774492770433426,
-0.513640820980072,
-0.09907657653093338,
0.34573671221733093,
-0.020104195922613144,
0.08735060691833496,
0.15115471184253693,
0.18201693892478943,
0.15139833092689514,
0.30527302622795105,
0.10705433040857315,
-0.29393017292022705,
0.2839920222759247,
-0.08076494932174683,
-0.2318911999464035,
0.10092940181493759,
-0.002919916296377778,
-0.01538900937885046,
-0.12727876007556915,
-0.1417844593524933,
-0.010508138686418533,
0.055301010608673096,
-0.0667925700545311,
-0.13647235929965973,
-0.4391781687736511,
0.11450265347957611,
-0.042341385036706924,
0.16523553431034088,
0.04230847954750061,
0.49039456248283386,
0.09768689423799515,
0.2387545257806778,
-0.4316912293434143,
0.020140737295150757,
0.3464190363883972,
0.2648148834705353,
0.3824140429496765,
-0.00852570217102766,
-0.024271782487630844,
0.05640104413032532,
-0.40885061025619507,
0.13770245015621185,
0.2087855041027069,
0.3114926218986511,
0.01994459144771099,
-0.23325271904468536,
0.1249174177646637,
-0.06819815933704376,
0.5730350017547607,
-0.24754127860069275,
0.25766369700431824,
0.3815856873989105,
-0.2472921907901764,
-0.31336650252342224,
0.20093952119350433,
-0.02123785763978958,
0.0751514881849289,
-0.3698142468929291,
0.3097248375415802,
0.06144782155752182,
0.027292298153042793,
-0.16798335313796997,
-0.19557398557662964,
0.19881536066532135,
0.5369484424591064,
0.4967285394668579,
0.19375762343406677,
-0.00334375724196434,
0.028840823099017143,
0.47341272234916687,
-0.37627407908439636,
0.11907563358545303,
-0.2065245658159256,
-0.030942199751734734,
-0.1803782433271408,
0.024702832102775574,
-0.597506046295166,
-0.20224182307720184,
-0.36346837878227234,
0.04675483703613281,
-0.15678513050079346,
0.1914336085319519,
0.08119706064462662,
0.10098236799240112,
-0.10090972483158112,
0.027402834966778755,
0.3133312165737152,
0.2561119794845581,
-0.14451797306537628,
0.3793405294418335,
-0.3996706008911133,
-0.12392771244049072,
0.26557761430740356,
-0.2716209888458252,
-0.17955000698566437,
-0.0824190229177475,
0.35755836963653564,
0.143521249294281,
-0.17715676128864288,
-0.021658901125192642,
0.09055376052856445,
0.3699929416179657,
-0.436089426279068,
-0.1380513608455658,
0.04608816280961037,
-0.3514816164970398,
0.0730111300945282,
-0.14634248614311218,
0.452575147151947,
-0.0052706534042954445,
-0.2306554913520813,
0.06801676750183105,
-0.2877994477748871
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Ideally it should be a parameter in `load_dataset` but I'm not sure how important it is for the users (considering only important things should go into `load_dataset` parameters) | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 28 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Ideally it should be a parameter in `load_dataset` but I'm not sure how important it is for the users (considering only important things should go into `load_dataset` parameters) | [
-0.13602757453918457,
0.2357683777809143,
-0.13112716376781464,
0.06138218566775322,
-0.05536578223109245,
0.09406492859125137,
0.31851911544799805,
0.1379300355911255,
-0.17317351698875427,
0.021259324625134468,
-0.026156671345233917,
0.026860207319259644,
0.06032564491033554,
-0.25843170285224915,
-0.04040449857711792,
0.08521918952465057,
0.140602245926857,
0.04694822430610657,
0.04175760969519615,
-0.06367620825767517,
-0.12455452233552933,
-0.12614741921424866,
-0.04929223284125328,
-0.0956190824508667,
-0.20342379808425903,
-0.13657556474208832,
0.3221455216407776,
0.2506714165210724,
0.037361156195402145,
-0.11351323872804642,
0.27644985914230347,
0.5581904053688049,
0.12196282297372818,
0.08786722272634506,
-0.00011505589645821601,
-0.18164503574371338,
0.038191840052604675,
-0.1321013867855072,
0.03251851722598076,
0.19419366121292114,
-0.12037904560565948,
-0.13452868163585663,
-0.12162625789642334,
-0.15873855352401733,
-0.10578501224517822,
0.16504859924316406,
0.10448969155550003,
-0.6469729542732239,
0.4460660517215729,
0.18288953602313995,
0.18591858446598053,
-0.22565534710884094,
-0.3946877717971802,
0.08166331052780151,
0.24886415898799896,
0.10169833153486252,
-0.1462101936340332,
0.11210823059082031,
0.2739817202091217,
-0.15141190588474274,
-0.004422767087817192,
0.000006284825303737307,
-0.31308647990226746,
0.0512261837720871,
0.18301576375961304,
-0.1587807536125183,
-0.271663635969162,
-0.5145752429962158,
0.14291279017925262,
0.07301261276006699,
0.7643356323242188,
-0.10474490374326706,
-0.48191332817077637,
-0.18477071821689606,
0.02230992540717125,
0.21338506042957306,
0.34787967801094055,
0.29735955595970154,
0.013678117655217648,
0.3095959424972534,
-0.4908583164215088,
-0.06570056080818176,
-0.1992783546447754,
-0.0027751573361456394,
0.18805141746997833,
-0.05140003561973572,
-0.038164228200912476,
0.11537495255470276,
-0.0053000119514763355,
-0.05313105508685112,
0.1405496895313263,
0.1195211410522461,
-0.36595264077186584,
0.37801212072372437,
-0.17781765758991241,
0.07182135432958603,
-0.19305063784122467,
0.42935988306999207,
0.2333185374736786,
0.32623496651649475,
0.2667452394962311,
0.20923511683940887,
0.08265447616577148,
0.2248353660106659,
0.009439004585146904,
0.15193068981170654,
0.40545788407325745,
0.27429333329200745,
0.5419011116027832,
-0.38829711079597473,
-0.06627259403467178,
0.029087278991937637,
-0.02846440300345421,
-0.39237233996391296,
0.12600067257881165,
0.24526841938495636,
0.012824892066419125,
-0.21031762659549713,
0.18210245668888092,
0.09224320203065872,
-0.04931481555104256,
-0.27370691299438477,
0.030684305354952812,
0.31660836935043335,
0.05915692821145058,
-0.08724717050790787,
0.007685942575335503,
0.11340337246656418,
0.024647679179906845,
-0.40424346923828125,
-0.0034629434812813997,
-0.37509527802467346,
-0.35898780822753906,
0.4641408920288086,
0.45779770612716675,
-0.24482718110084534,
0.07822579890489578,
0.21907523274421692,
0.1637287437915802,
-0.24047763645648956,
0.33770430088043213,
-0.04998235031962395,
0.3577248454093933,
0.4029446244239807,
0.28281670808792114,
0.31075870990753174,
0.038994669914245605,
0.03981202095746994,
-0.09940337389707565,
0.3312431871891022,
-0.3699696958065033,
-0.15438097715377808,
0.2854834496974945,
0.04201371595263481,
-0.03528369590640068,
0.294674277305603,
-0.47517508268356323,
0.1014178916811943,
0.5583772659301758,
-0.15067793428897858,
0.31452476978302,
0.26509344577789307,
-0.22191165387630463,
-0.45027685165405273,
-0.07729867845773697,
0.30103135108947754,
-0.12036540359258652,
-0.04772490635514259,
-0.03489556536078453,
-0.014997661113739014,
-0.007838382385671139,
0.28005746006965637,
-0.07757627218961716,
0.24296016991138458,
-0.07062104344367981,
0.18844474852085114,
0.5337369441986084,
-0.04774900898337364,
-0.5750142931938171,
0.18836432695388794,
0.18891485035419464,
-0.17983122169971466,
0.18912571668624878,
-0.01523184310644865,
0.11238902062177658,
-0.07762251794338226,
-0.0667913481593132,
0.35436394810676575,
0.22729602456092834,
0.2602185308933258,
0.17824821174144745,
0.11460130661725998,
0.04565190151333809,
-0.05400202423334122,
0.037772953510284424,
0.39338791370391846,
0.38316360116004944,
-0.3089505732059479,
0.17881442606449127,
-0.2511121928691864,
0.26205185055732727,
0.46496644616127014,
0.030701100826263428,
-0.13288548588752747,
-0.007729882840067148,
-0.04659899324178696,
-0.4959971308708191,
0.2730867862701416,
-0.11014694720506668,
-0.4933681786060333,
0.09161308407783508,
-0.42833009362220764,
-0.018319694325327873,
-0.272696316242218,
-0.1448030173778534,
0.006464047357439995,
0.043083369731903076,
-0.00946179311722517,
-0.07963288575410843,
-0.36056292057037354,
0.17586620151996613,
0.4297909438610077,
0.20504698157310486,
-0.03769852593541145,
-0.12881247699260712,
0.08651445806026459,
-0.046549465507268906,
-0.10049595683813095,
-0.21742452681064606,
-0.12288850545883179,
0.26935988664627075,
0.030232757329940796,
-0.27961838245391846,
0.2872934341430664,
0.16084988415241241,
0.07640132308006287,
-0.10817470401525497,
0.22955191135406494,
-0.025997985154390335,
0.09413351118564606,
0.03479638695716858,
-0.2608456313610077,
-0.08013784140348434,
-0.16378994286060333,
-0.24255409836769104,
0.3675415515899658,
-0.11977098137140274,
-0.084922656416893,
-0.22202980518341064,
0.18642449378967285,
0.1616755574941635,
0.008741683326661587,
-0.16251520812511444,
-0.086964450776577,
-0.012595253065228462,
0.19249440729618073,
0.4017888009548187,
0.24354133009910583,
0.010119738057255745,
-0.024199966341257095,
0.35772353410720825,
0.1539073884487152,
0.08204890787601471,
-0.028346534818410873,
-0.08045964688062668,
0.05781649053096771,
0.24341483414173126,
0.28332170844078064,
0.3093881607055664,
0.047160517424345016,
0.29912975430488586,
-0.24227851629257202,
0.3165653645992279,
-0.16359801590442657,
-0.01053885743021965,
-0.10634826868772507,
0.00250925007276237,
-0.11187680810689926,
-0.19961901009082794,
-0.050508178770542145,
-0.012642383575439453,
0.2895015776157379,
0.10809477418661118,
0.05649813264608383,
-0.3899311125278473,
-0.07095307111740112,
-0.20651724934577942,
-0.11479470133781433,
0.2945740520954132,
-0.09223341941833496,
-0.5483309626579285,
-0.0536428764462471,
-0.23545338213443756,
0.22909878194332123,
-0.01104008313268423,
0.16331714391708374,
-0.2583620548248291,
0.22868381440639496,
-0.07558102905750275,
-0.1648591011762619,
-0.2506806552410126,
0.24843494594097137,
0.046066202223300934,
-0.0024243344087153673,
0.18467386066913605,
-0.5759435296058655,
0.16441214084625244,
-0.02960292249917984,
0.332305371761322,
-0.2513523995876312,
0.09493803232908249,
-0.1534489542245865,
0.021090686321258545,
0.15089620649814606,
-0.4861030876636505,
0.12404541671276093,
-0.1586669385433197,
0.02183743752539158,
-0.1734279841184616,
-0.18745368719100952,
-0.17317242920398712,
-0.02139870449900627,
0.027845734730362892,
-0.031098557636141777,
-0.31033846735954285,
-0.105444997549057,
-0.13274748623371124,
-0.1433524787425995,
0.3912355899810791,
0.11559948325157166,
0.23248663544654846,
0.007975627668201923,
-0.2187783271074295,
-0.4117313325405121,
-0.21796223521232605,
0.30847591161727905,
-0.3918885588645935,
-0.6182729005813599,
0.3513796031475067,
-0.5044493675231934,
-0.40094876289367676,
0.04751986637711525,
0.21513918042182922,
0.12408075481653214,
0.5143630504608154,
0.023878520354628563,
0.03365199267864227,
-0.14287513494491577,
0.1807020604610443,
-0.3144254982471466,
0.09165952354669571,
0.015675608068704605,
0.04900658130645752,
0.19609618186950684,
-0.06676001846790314,
-0.1699824035167694,
0.054724227637052536,
-0.0005291420966386795,
-0.22207465767860413,
0.1749120056629181,
0.13274069130420685,
0.06348201632499695,
0.7849994897842407,
0.38831475377082825,
0.3106005787849426,
0.31299281120300293,
0.28404778242111206,
0.6152814626693726,
0.1349213719367981,
-0.09277288615703583,
0.13802681863307953,
0.019420264288783073,
-0.09256450831890106,
0.1346924901008606,
0.023239735513925552,
-0.22102560102939606,
-0.01662123017013073,
-0.03666236251592636,
-0.3092913031578064,
-0.3717314302921295,
-0.2026936113834381,
-0.3159177005290985,
0.1572171449661255,
0.06422610580921173,
0.12353287637233734,
-0.29875704646110535,
-0.19087885320186615,
-0.016998453065752983,
0.35146957635879517,
0.230105921626091,
0.2705020308494568,
-0.3379976749420166,
-0.02957616001367569,
-0.3026224672794342,
0.3595712184906006,
-0.03528935834765434,
0.4659920334815979,
-0.2662651538848877,
0.21068136394023895,
0.16733235120773315,
0.37459123134613037,
0.40726175904273987,
-0.4263466000556946,
0.24267438054084778,
-0.05411289259791374,
0.20291733741760254,
0.2937227785587311,
-0.21152077615261078,
0.4624212086200714,
0.4730282723903656,
-0.03995136171579361,
0.08544009923934937,
0.1279442310333252,
-0.17486800253391266,
-0.43383580446243286,
-0.22166408598423004,
-0.14412067830562592,
-0.2356078177690506,
0.08513911068439484,
0.1846873164176941,
-0.05174282193183899,
-0.10392960160970688,
0.32523778080940247,
-0.31535062193870544,
-0.17910891771316528,
-0.051131948828697205,
-0.18276584148406982,
0.18007364869117737,
0.09176536649465561,
0.03563455492258072,
0.33790767192840576,
0.09019403159618378,
-0.04779397323727608,
0.4214046001434326,
0.041199009865522385,
0.12376117706298828,
0.3518938422203064,
-0.19401907920837402,
0.33216986060142517,
-0.16830427944660187,
-0.2559117078781128,
0.4673241674900055,
-0.03537162393331528,
-0.43216386437416077,
-0.12901480495929718,
0.1249464601278305,
-0.2334093451499939,
-0.2891233265399933,
-0.02104729413986206,
-0.06850489974021912,
0.005854794289916754,
-0.2907114028930664,
-0.6374558806419373,
0.22265410423278809,
0.567156970500946,
-0.3972542881965637,
0.3289405405521393,
-0.36935052275657654,
-0.379777729511261,
0.10752582550048828,
0.10928697884082794,
0.7499821186065674,
-0.20781059563159943,
0.3130452036857605,
-0.45768290758132935,
0.14952994883060455,
-0.014685498550534248,
-0.398904949426651,
0.041978009045124054,
-0.41422387957572937,
-0.38097652792930603,
-0.1449599415063858,
-0.11035226285457611,
0.04861623793840408,
0.491773396730423,
0.03187020123004913,
0.14249205589294434,
-0.11799223721027374,
-0.09488240629434586,
-0.14610102772712708,
-0.1570737659931183,
-0.0780513733625412,
-0.3369983434677124,
0.26864519715309143,
0.10369328409433365,
-0.2924656569957733,
0.03831928223371506,
-0.025842800736427307,
0.002359585603699088,
-0.1695406585931778,
0.23919354379177094,
-0.21511508524417877,
0.04280102998018265,
-0.5830398201942444,
0.027675043791532516,
-0.17925062775611877,
0.003408568911254406,
0.17122648656368256,
0.38493940234184265,
0.22640150785446167,
0.3392249345779419,
-0.013463158160448074,
0.025763828307390213,
0.23697935044765472,
0.16994735598564148,
-0.28794825077056885,
0.13460509479045868,
0.28973931074142456,
0.17683850228786469,
0.037564538419246674,
-0.19058308005332947,
-0.1705693155527115,
-0.2960839569568634,
-0.30600225925445557,
0.20485474169254303,
0.020406076684594154,
-0.22921013832092285,
-0.04110240191221237,
-0.14475023746490479,
0.13068920373916626,
0.08932724595069885,
0.06525231897830963,
0.5086286067962646,
0.008482014760375023,
0.5539218187332153,
-0.2621821165084839,
-0.3646306097507477,
0.05030014365911484,
0.5522652268409729,
-0.047781992703676224,
-0.22104322910308838,
0.14842019975185394,
-0.38084617257118225,
-0.21666528284549713,
-0.14911143481731415,
0.22139817476272583,
0.1041223332285881,
-0.11338799446821213,
-0.07026971876621246,
0.05289141461253166,
-0.06423550099134445,
0.1708776205778122,
-0.4494754672050476,
0.04657058045268059,
0.10838286578655243,
0.13822506368160248,
-0.3907186686992645,
-0.4287424385547638,
-0.28642743825912476,
-0.3578281104564667,
0.20639283955097198,
0.3053343892097473,
-0.5955714583396912,
0.10725080221891403,
0.041354235261678696,
-0.1910180151462555,
-0.24284113943576813,
0.06658018380403519,
0.09134159237146378,
0.246642604470253,
0.10412679612636566,
-0.1178681030869484,
-0.16241547465324402,
-0.10323455929756165,
-0.08166486024856567,
-0.0287344790995121,
-0.15986400842666626,
-0.0934288278222084,
0.157120943069458,
0.1877710521221161,
-0.24601253867149353,
0.08207134902477264,
-0.4838791489601135,
-0.1269894242286682,
-0.444370836019516,
0.05976098030805588,
0.24012154340744019,
0.2697983384132385,
0.35215190052986145,
0.20598052442073822,
0.027986694127321243,
-0.19351638853549957,
0.23006518185138702,
-0.130426824092865,
-0.16756083071231842,
-0.2544035315513611,
0.2528734803199768,
-0.27881473302841187,
-0.1030370220541954,
0.013167077675461769,
-0.08073043078184128,
0.17690534889698029,
0.037638597190380096,
0.08238349109888077,
0.017030367627739906,
0.07687301188707352,
0.14473606646060944,
0.24026133120059967,
0.027330774813890457,
-0.13486617803573608,
0.06755294650793076,
0.32562389969825745,
0.08256901055574417,
0.16619284451007843,
-0.2373444139957428,
0.34684380888938904,
-0.13270267844200134,
0.017686327919363976,
0.3570057451725006,
0.210067480802536,
-0.21025872230529785,
0.13175427913665771,
-0.14890119433403015,
0.09543407708406448,
-0.3153632581233978,
0.3432016372680664,
-0.04719579964876175,
0.11398418992757797,
0.11444184184074402,
0.42260000109672546,
0.2717163860797882,
0.06564789265394211,
0.3585306704044342,
0.21712219715118408,
0.22837722301483154,
0.3618631064891815,
-0.3181798458099365,
0.0836166962981224,
-0.698357105255127,
0.1138346940279007,
0.026525547727942467,
-0.04052288457751274,
0.3049774765968323,
0.08281388878822327,
0.07336686551570892,
-0.0011718323221430182,
-0.24862585961818695,
-0.03297076374292374,
-0.12350623309612274,
-0.1306840181350708,
-0.2032732516527176,
0.010620945133268833,
0.08069156110286713,
0.03138400614261627,
-0.273229718208313,
-0.15743331611156464,
-0.2429826706647873,
0.21377143263816833,
0.2132885754108429,
0.04282296821475029,
0.25038135051727295,
0.025200117379426956,
0.15015582740306854,
-0.0311448834836483,
-0.17002978920936584,
-0.041819438338279724,
-0.5771834850311279,
-0.11352205276489258,
0.2809131145477295,
-0.02524561993777752,
0.018653448671102524,
0.11693736165761948,
0.1724524050951004,
0.1115637868642807,
0.3579918444156647,
0.07174856960773468,
-0.290956974029541,
0.34104856848716736,
-0.06309397518634796,
-0.26220130920410156,
0.07155632972717285,
0.011965254321694374,
-0.03192102536559105,
-0.10767193138599396,
-0.12333892285823822,
0.058528754860162735,
0.07323891669511795,
-0.03327319398522377,
-0.1695600301027298,
-0.4606761336326599,
0.088386170566082,
-0.023055514320731163,
0.15167322754859924,
0.053386274725198746,
0.57309889793396,
0.07576757669448853,
0.20852504670619965,
-0.4813007414340973,
0.024260545149445534,
0.39278432726860046,
0.33337193727493286,
0.3398485481739044,
-0.03455481678247452,
0.02037951350212097,
0.0488823726773262,
-0.4188898503780365,
0.15953750908374786,
0.2577323317527771,
0.4444582462310791,
0.0489870086312294,
-0.18772730231285095,
0.07865263521671295,
-0.08044486492872238,
0.5692910552024841,
-0.25449252128601074,
0.31341394782066345,
0.33770620822906494,
-0.19953368604183197,
-0.32160207629203796,
0.1196497455239296,
0.0005233731353655457,
0.0797114372253418,
-0.3342708647251129,
0.28159475326538086,
0.11482483148574829,
0.03739588335156441,
-0.23286183178424835,
-0.23094616830348969,
0.2043285369873047,
0.5594169497489929,
0.4742111265659332,
0.17282508313655853,
-0.018482010811567307,
0.00431523472070694,
0.44836971163749695,
-0.34416159987449646,
0.1336245983839035,
-0.1462298482656479,
-0.10852483659982681,
-0.21921662986278534,
-0.01586722582578659,
-0.5714673399925232,
-0.12905868887901306,
-0.3829489052295685,
0.006542617455124855,
-0.12747438251972198,
0.23693543672561646,
0.023130226880311966,
0.0051636588759720325,
-0.10581440478563309,
-0.003986474126577377,
0.29902082681655884,
0.2356521487236023,
-0.1778026968240738,
0.35019218921661377,
-0.36551618576049805,
-0.07331279665231705,
0.2907477617263794,
-0.2873264253139496,
-0.20612208545207977,
-0.021318376064300537,
0.35308122634887695,
0.10355506092309952,
-0.16244874894618988,
0.003414319595322013,
0.1304529309272766,
0.39351189136505127,
-0.41709187626838684,
-0.06326188147068024,
0.0756741315126419,
-0.4133785367012024,
0.10534469038248062,
-0.11921745538711548,
0.48560112714767456,
-0.00026859444915317,
-0.18204382061958313,
0.05509345605969429,
-0.2337193489074707
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | I think it's fairly important; for context, our team uses a shared file-system where many folks run experiments based on datasets that are cached by other users.
For example, I might start a training run, downloading a dataset. Then, a couple of days later, a collaborator using the same repository might want to use the same dataset on the same shared filesystem, but won't be able to under the default permissions.
Being able to specify directly in the top-level `load_dataset()` call seems important, but an equally valid option would be to just inherit from the running user's `umask` (this should probably be the default anyway).
So basically, argument that takes a custom set of permissions, and by default, use the running user's umask! | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 123 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
I think it's fairly important; for context, our team uses a shared file-system where many folks run experiments based on datasets that are cached by other users.
For example, I might start a training run, downloading a dataset. Then, a couple of days later, a collaborator using the same repository might want to use the same dataset on the same shared filesystem, but won't be able to under the default permissions.
Being able to specify directly in the top-level `load_dataset()` call seems important, but an equally valid option would be to just inherit from the running user's `umask` (this should probably be the default anyway).
So basically, argument that takes a custom set of permissions, and by default, use the running user's umask! | [
-0.13351938128471375,
0.2638702094554901,
-0.08877964317798615,
-0.013650734908878803,
-0.048319876194000244,
0.1047767922282219,
0.35522183775901794,
0.11916112154722214,
-0.1658603698015213,
0.03788447007536888,
-0.10652373731136322,
-0.024867258965969086,
-0.01919192261993885,
-0.31371378898620605,
-0.11798017472028732,
0.17781448364257812,
0.1263328343629837,
0.08586303889751434,
0.060251280665397644,
-0.10857043415307999,
-0.10097789019346237,
-0.13891105353832245,
0.005433841608464718,
-0.12483017146587372,
-0.21588250994682312,
-0.1946878731250763,
0.23527340590953827,
0.28539928793907166,
0.020385274663567543,
-0.09336332976818085,
0.3288922607898712,
0.5935891270637512,
0.10814065486192703,
0.12022294104099274,
-0.00011267024092376232,
-0.1727905422449112,
-0.019603561609983444,
-0.13695622980594635,
-0.06871397793292999,
0.12229517847299576,
-0.00503554567694664,
-0.10523223131895065,
-0.08020645380020142,
-0.1873365193605423,
-0.08841612935066223,
0.1841937154531479,
0.14396491646766663,
-0.7255417108535767,
0.4894116520881653,
0.09566307067871094,
0.17346954345703125,
-0.18604958057403564,
-0.390259712934494,
0.05281567946076393,
0.197687029838562,
0.025073504075407982,
-0.11621011048555374,
0.16605450212955475,
0.33358538150787354,
-0.17338261008262634,
-0.07963669300079346,
-0.004756547976285219,
-0.39493250846862793,
0.09349613636732101,
0.17915385961532593,
-0.16847260296344757,
-0.2764596939086914,
-0.46201491355895996,
0.09160837531089783,
0.15910828113555908,
0.6701866388320923,
-0.18893206119537354,
-0.48843634128570557,
-0.27698031067848206,
0.09458926320075989,
0.2630771994590759,
0.33224406838417053,
0.29561948776245117,
-0.07024682313203812,
0.2943011224269867,
-0.49629372358322144,
0.024975784122943878,
-0.11430709064006805,
0.0711587518453598,
0.24404343962669373,
-0.07765165716409683,
-0.022133518010377884,
0.06353223323822021,
0.058909736573696136,
-0.07429850101470947,
0.1298760175704956,
0.0513518825173378,
-0.2814575433731079,
0.3380034565925598,
-0.14418785274028778,
0.06838572025299072,
-0.15463115274906158,
0.3203951418399811,
0.25610291957855225,
0.33868080377578735,
0.2594957649707794,
0.2057446986436844,
0.026084667071700096,
0.2732970714569092,
0.036469560116529465,
0.14713957905769348,
0.3354700803756714,
0.2981511950492859,
0.513157308101654,
-0.3563098907470703,
-0.07896038144826889,
0.0803646370768547,
0.0015170836122706532,
-0.32969558238983154,
0.05325198918581009,
0.27542051672935486,
-0.03482106328010559,
-0.16845673322677612,
0.1972963958978653,
0.04338798671960831,
-0.13758529722690582,
-0.21750056743621826,
0.000688182539306581,
0.2218642383813858,
0.1435798555612564,
-0.041934773325920105,
0.050697218626737595,
0.1569000482559204,
-0.029838204383850098,
-0.34748390316963196,
-0.002343827160075307,
-0.3836153447628021,
-0.34376755356788635,
0.4538431167602539,
0.5025846362113953,
-0.15039373934268951,
0.025982098653912544,
0.22861889004707336,
0.19149667024612427,
-0.17621512711048126,
0.3555212616920471,
-0.07030428200960159,
0.3695276975631714,
0.29530245065689087,
0.3104315996170044,
0.3790476620197296,
0.13479962944984436,
-0.03847888484597206,
-0.18579557538032532,
0.2925341725349426,
-0.3189610540866852,
-0.19882655143737793,
0.330616295337677,
0.025236396118998528,
-0.12940560281276703,
0.34912341833114624,
-0.4353007376194,
0.053927890956401825,
0.48920485377311707,
-0.13390694558620453,
0.3949001133441925,
0.22849954664707184,
-0.16042542457580566,
-0.430135577917099,
-0.09706196188926697,
0.31876158714294434,
-0.006824484094977379,
-0.08611218631267548,
-0.09709169715642929,
-0.00442591542378068,
-0.10462427884340286,
0.33450254797935486,
-0.08757787942886353,
0.18198788166046143,
-0.07394618541002274,
0.19628559052944183,
0.430847704410553,
-0.11925584077835083,
-0.5625243186950684,
0.08564635366201401,
0.20815375447273254,
0.02001967839896679,
0.1798257827758789,
0.033289894461631775,
0.09281241148710251,
-0.17953625321388245,
-0.013073859736323357,
0.3748730421066284,
0.17476418614387512,
0.23365074396133423,
0.13467860221862793,
-0.021119149401783943,
-0.010762450285255909,
-0.0737503170967102,
0.016223374754190445,
0.2922055721282959,
0.38995301723480225,
-0.2811439335346222,
0.23321975767612457,
-0.3469514548778534,
0.22649946808815002,
0.38750460743904114,
0.08866865187883377,
-0.03212699666619301,
-0.07759220153093338,
-0.012540753930807114,
-0.46494945883750916,
0.31391358375549316,
-0.019518105313181877,
-0.37431085109710693,
0.078152596950531,
-0.442752480506897,
0.15277321636676788,
-0.3058960735797882,
-0.07854146510362625,
-0.0590093769133091,
0.0684400275349617,
-0.016934247687458992,
-0.062672458589077,
-0.2871268689632416,
0.138652041554451,
0.3976772725582123,
0.15690484642982483,
-0.0005137803382240236,
-0.1833362579345703,
0.11588775366544724,
-0.020736606791615486,
-0.09010941535234451,
-0.2096596509218216,
-0.004983157385140657,
0.21074466407299042,
0.05387483909726143,
-0.24752627313137054,
0.31813758611679077,
0.13600201904773712,
0.0878940001130104,
-0.20362357795238495,
0.3133207857608795,
-0.05959181860089302,
0.14397858083248138,
0.08008965849876404,
-0.26605722308158875,
-0.0818469226360321,
-0.13202723860740662,
-0.28210681676864624,
0.4214652180671692,
-0.198238343000412,
-0.09842933714389801,
-0.22741204500198364,
0.1985202133655548,
0.13586266338825226,
-0.05311032012104988,
-0.16890983283519745,
-0.10185378044843674,
0.059244681149721146,
0.23334164917469025,
0.4352441132068634,
0.24166326224803925,
0.08636623620986938,
-0.07348235696554184,
0.29693877696990967,
0.1667921096086502,
0.13916464149951935,
-0.024861546233296394,
-0.11738663166761398,
0.07132463902235031,
0.26807543635368347,
0.3193115293979645,
0.2627221643924713,
0.08150772750377655,
0.3029859960079193,
-0.1794043779373169,
0.36177003383636475,
-0.12802736461162567,
-0.05331339314579964,
-0.06382908672094345,
-0.009618829004466534,
-0.15162332355976105,
-0.20044516026973724,
0.03831380978226662,
-0.010299340821802616,
0.28322458267211914,
0.013939379714429379,
0.031058598309755325,
-0.35337206721305847,
-0.08511129021644592,
-0.15696601569652557,
-0.14395681023597717,
0.3133103549480438,
-0.04096859693527222,
-0.5186010599136353,
-0.03372533619403839,
-0.21191968023777008,
0.2901797890663147,
-0.06791809946298599,
0.20439855754375458,
-0.29761773347854614,
0.2722853422164917,
-0.14647138118743896,
-0.21009337902069092,
-0.18332073092460632,
0.15806902945041656,
0.04977897182106972,
0.019046178087592125,
0.31562963128089905,
-0.5992069840431213,
0.14617909491062164,
-0.0014799931086599827,
0.25872933864593506,
-0.17788651585578918,
0.0717148408293724,
-0.18567819893360138,
0.03946865722537041,
0.0848228856921196,
-0.44045349955558777,
0.08270520716905594,
-0.1666044443845749,
-0.05521845072507858,
-0.1495181769132614,
-0.25872981548309326,
-0.14902935922145844,
0.016552411019802094,
0.049150824546813965,
0.012648966163396835,
-0.2662486732006073,
-0.07434443384408951,
-0.16460397839546204,
-0.16094230115413666,
0.5063878297805786,
0.12581351399421692,
0.2180754542350769,
0.017770536243915558,
-0.20475810766220093,
-0.44335365295410156,
-0.20768918097019196,
0.3096785247325897,
-0.32853782176971436,
-0.5994924306869507,
0.31292247772216797,
-0.4392920136451721,
-0.2962847054004669,
-0.002491065301001072,
0.11771730333566666,
0.07716555148363113,
0.5081125497817993,
0.01413704827427864,
-0.09991316497325897,
-0.14937151968479156,
0.22393977642059326,
-0.22639693319797516,
0.13150140643119812,
0.009231125935912132,
0.08067745715379715,
0.1833283007144928,
-0.021676428616046906,
-0.10745564103126526,
0.05994366481900215,
-0.08068346977233887,
-0.35608047246932983,
0.18495658040046692,
0.044839419424533844,
0.22105538845062256,
0.6883469223976135,
0.43531909584999084,
0.30875396728515625,
0.19470250606536865,
0.3311052620410919,
0.6988670825958252,
0.07147091627120972,
-0.09679823368787766,
0.16014008224010468,
-0.05993671342730522,
-0.13914716243743896,
0.15302921831607819,
0.026865970343351364,
-0.15990300476551056,
0.03622853755950928,
0.020925886929035187,
-0.2974899113178253,
-0.522430956363678,
-0.11706674844026566,
-0.3631199300289154,
0.07461974769830704,
0.0841095969080925,
0.09509627521038055,
-0.3080649673938751,
-0.22947761416435242,
0.021505875512957573,
0.3599596321582794,
0.14095963537693024,
0.35384947061538696,
-0.4579850137233734,
0.09316763281822205,
-0.2501489818096161,
0.3669548034667969,
-0.0359293632209301,
0.42486149072647095,
-0.16445675492286682,
0.1730358898639679,
0.12089096754789352,
0.36936870217323303,
0.28320708870887756,
-0.36640802025794983,
0.24122923612594604,
-0.06564649939537048,
0.13117802143096924,
0.3079437017440796,
-0.20378637313842773,
0.42636367678642273,
0.3683973252773285,
0.0024620976764708757,
0.09108182787895203,
0.08153724670410156,
-0.12990352511405945,
-0.48991984128952026,
-0.19612771272659302,
-0.09341822564601898,
-0.18368001282215118,
0.1793941855430603,
0.16022445261478424,
-0.14381738007068634,
-0.10863976925611496,
0.294644296169281,
-0.36958178877830505,
-0.20430126786231995,
0.06765809655189514,
-0.23850442469120026,
0.20181281864643097,
0.15791869163513184,
-0.0005508378380909562,
0.2536376416683197,
0.007178498897701502,
-0.045901887118816376,
0.5038197040557861,
-0.03250407800078392,
0.22366079688072205,
0.39211708307266235,
-0.32624146342277527,
0.3009208142757416,
-0.25349700450897217,
-0.23266804218292236,
0.34819158911705017,
0.010959945619106293,
-0.33784210681915283,
-0.16362826526165009,
0.15951251983642578,
-0.21597379446029663,
-0.3587738871574402,
-0.0627598911523819,
-0.13377729058265686,
0.024637766182422638,
-0.22042827308177948,
-0.7126748561859131,
0.19239963591098785,
0.6057900190353394,
-0.3955470025539398,
0.28066179156303406,
-0.27259644865989685,
-0.3773385286331177,
0.167994424700737,
0.11623042821884155,
0.777420699596405,
-0.23494738340377808,
0.4384993612766266,
-0.43472838401794434,
0.1221262738108635,
0.06753252446651459,
-0.5041330456733704,
0.08521316945552826,
-0.4016418159008026,
-0.3306938409805298,
-0.12110331654548645,
-0.11567845940589905,
0.060007669031620026,
0.4919949471950531,
0.09544362872838974,
0.12535539269447327,
-0.026380198076367378,
-0.08192194253206253,
-0.11302173882722855,
-0.20941737294197083,
-0.15737846493721008,
-0.359834760427475,
0.2407253533601761,
0.11782307922840118,
-0.22395198047161102,
0.0005101223359815776,
0.01788359135389328,
0.02525145374238491,
-0.19550715386867523,
0.18524761497974396,
-0.24854017794132233,
0.02305525913834572,
-0.6235016584396362,
0.056412044912576675,
-0.14691992104053497,
0.011174323037266731,
0.14157667756080627,
0.35582345724105835,
0.2799709737300873,
0.3346356153488159,
0.007862583734095097,
0.006831897888332605,
0.26419198513031006,
0.22424592077732086,
-0.2496597170829773,
0.04370000958442688,
0.35972344875335693,
0.22903265058994293,
0.13695117831230164,
-0.18502582609653473,
-0.14168481528759003,
-0.3284043073654175,
-0.3017078638076782,
0.18121181428432465,
0.08327007293701172,
-0.2500026822090149,
-0.03949570655822754,
-0.1044536605477333,
0.10080866515636444,
0.10584628582000732,
0.046652209013700485,
0.4602091908454895,
0.022213516756892204,
0.5224809050559998,
-0.38373684883117676,
-0.3255944550037384,
0.05446053668856621,
0.5755971074104309,
-0.012459667399525642,
-0.26756635308265686,
0.1389060914516449,
-0.3579813838005066,
-0.21121583878993988,
-0.12378726154565811,
0.20738686621189117,
0.15841072797775269,
-0.13320107758045197,
-0.10825782269239426,
0.007202657870948315,
-0.10467571020126343,
0.21624216437339783,
-0.46649765968322754,
0.10118988156318665,
0.12620365619659424,
0.22424505650997162,
-0.29777294397354126,
-0.3513055145740509,
-0.2399711161851883,
-0.28130286931991577,
0.2754710912704468,
0.3540194630622864,
-0.5409365892410278,
0.03508098050951958,
0.05114619433879852,
-0.20954947173595428,
-0.16608799993991852,
0.09070165455341339,
0.10389004647731781,
0.2778415381908417,
0.10223308205604553,
-0.08266035467386246,
-0.22002185881137848,
-0.10283641517162323,
-0.06922914832830429,
-0.06799797713756561,
-0.15639880299568176,
-0.10394138842821121,
0.13904358446598053,
0.19004656374454498,
-0.33337482810020447,
0.14765121042728424,
-0.44028526544570923,
-0.09770867973566055,
-0.5249466896057129,
0.0726313367486,
0.3600781261920929,
0.21483948826789856,
0.3033679723739624,
0.14838288724422455,
0.1028190329670906,
-0.2563403844833374,
0.20475918054580688,
-0.19271895289421082,
-0.15735583007335663,
-0.22317004203796387,
0.25883176922798157,
-0.2905419170856476,
-0.0344238243997097,
0.0884251743555069,
-0.031648024916648865,
0.24694038927555084,
0.07837569713592529,
0.1219610869884491,
0.038264207541942596,
0.03282250836491585,
0.11217192560434341,
0.26357778906822205,
-0.03737229108810425,
-0.17414352297782898,
0.02909221686422825,
0.3594098389148712,
0.0863359197974205,
0.16639351844787598,
-0.22129200398921967,
0.3022615313529968,
-0.12140490114688873,
0.044468432664871216,
0.4241456985473633,
0.20056568086147308,
-0.2796057164669037,
0.041066717356443405,
-0.18484468758106232,
0.13998053967952728,
-0.29307040572166443,
0.4141857624053955,
-0.044920913875103,
0.1124623715877533,
0.026001377031207085,
0.2568044364452362,
0.27287766337394714,
0.18062083423137665,
0.3987116813659668,
0.16788823902606964,
0.22691506147384644,
0.32465073466300964,
-0.38822242617607117,
0.10904346406459808,
-0.7499383091926575,
0.11600077152252197,
0.06431679427623749,
0.055267754942178726,
0.29247111082077026,
0.004791606683284044,
0.03241829574108124,
0.033951207995414734,
-0.24219535291194916,
0.0731695145368576,
-0.19516509771347046,
-0.10713054984807968,
-0.12312834709882736,
0.09842569380998611,
0.061745524406433105,
-0.05804431065917015,
-0.2758309841156006,
-0.2101801186800003,
-0.27378538250923157,
0.2228960543870926,
0.25438863039016724,
0.10763131082057953,
0.1795516312122345,
-0.03541068732738495,
0.16808229684829712,
-0.03058313950896263,
-0.2526370882987976,
-0.1355953961610794,
-0.44398388266563416,
-0.17976947128772736,
0.24023669958114624,
0.042873527854681015,
0.10802063345909119,
0.06999040395021439,
0.20030145347118378,
0.14652010798454285,
0.31044110655784607,
0.14608906209468842,
-0.31919071078300476,
0.24800147116184235,
-0.06395251303911209,
-0.2943790853023529,
0.03170827403664589,
0.03256657347083092,
-0.03881189972162247,
-0.06344505399465561,
-0.17981675267219543,
-0.06884966045618057,
-0.021502872928977013,
-0.055379219353199005,
-0.08784805983304977,
-0.3917620778083801,
0.14573988318443298,
0.001710753422230482,
0.2160775065422058,
0.07255011796951294,
0.509949803352356,
0.11272775381803513,
0.20343337953090668,
-0.45160654187202454,
0.039308615028858185,
0.47751984000205994,
0.2224104255437851,
0.392831414937973,
-0.17547935247421265,
0.01947997324168682,
0.048133425414562225,
-0.40987080335617065,
0.16935138404369354,
0.16149985790252686,
0.3672332167625427,
-0.05028371140360832,
-0.24096296727657318,
0.2137972116470337,
-0.034204572439193726,
0.4339049160480499,
-0.2005825936794281,
0.2635152041912079,
0.3118848204612732,
-0.18935991823673248,
-0.3202572166919708,
0.1547320932149887,
-0.12538115680217743,
0.10534188896417618,
-0.3782765865325928,
0.16745278239250183,
0.07023000717163086,
0.062499742954969406,
-0.14002542197704315,
-0.2013217806816101,
0.24470356106758118,
0.5015898942947388,
0.4458538591861725,
0.2797786295413971,
-0.051332030445337296,
0.045564666390419006,
0.33949533104896545,
-0.33622461557388306,
0.17568685114383698,
-0.19201327860355377,
-0.08336161822080612,
-0.2430042177438736,
0.009313313290476799,
-0.6937605738639832,
-0.12205703556537628,
-0.38945719599723816,
-0.02466103434562683,
-0.11877191811800003,
0.1842210739850998,
-0.018033232539892197,
0.07513165473937988,
-0.14447911083698273,
0.07824920862913132,
0.33163484930992126,
0.3493752181529999,
-0.1586182564496994,
0.45144006609916687,
-0.44118934869766235,
-0.018855895847082138,
0.25542813539505005,
-0.3255091607570648,
-0.14996780455112457,
-0.0959339290857315,
0.36417442560195923,
0.1132621243596077,
-0.13134200870990753,
0.027132615447044373,
0.13046608865261078,
0.36076149344444275,
-0.38518452644348145,
-0.10990314930677414,
-0.011672153137624264,
-0.3629739582538605,
-0.024914363399147987,
-0.11872648447751999,
0.39345839619636536,
0.01864294707775116,
-0.24286247789859772,
0.13579638302326202,
-0.26895853877067566
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Maybe let's start by defaulting to the user's umask !
Do you want to give it a try @bhavitvyamalik ? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 20 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Maybe let's start by defaulting to the user's umask !
Do you want to give it a try @bhavitvyamalik ? | [
-0.18029522895812988,
0.1989278644323349,
-0.1055656149983406,
-0.08582399785518646,
0.010979189537465572,
0.09721384942531586,
0.30967992544174194,
0.07195950299501419,
-0.16494083404541016,
0.08733594417572021,
-0.08067452907562256,
0.0011490200413390994,
0.06524607539176941,
-0.26501914858818054,
-0.058753833174705505,
0.13908015191555023,
0.1544881910085678,
-0.008077744394540787,
-0.01034866739064455,
-0.05308501049876213,
-0.12471145391464233,
-0.08110971748828888,
-0.09391045570373535,
-0.0244817603379488,
-0.3202100694179535,
-0.21046188473701477,
0.2709255814552307,
0.2456602156162262,
-0.10974347591400146,
-0.17014646530151367,
0.2531241774559021,
0.5244038701057434,
0.09508014470338821,
0.1362224817276001,
-0.00011029202869394794,
-0.22031784057617188,
0.05720984563231468,
-0.09839390218257904,
0.07178432494401932,
0.18362759053707123,
-0.008160724304616451,
-0.057864900678396225,
-0.15265020728111267,
-0.1333853155374527,
-0.19021755456924438,
0.21768008172512054,
0.13477495312690735,
-0.6735302209854126,
0.3757869601249695,
0.18010613322257996,
0.2284765988588333,
-0.16688863933086395,
-0.28782665729522705,
0.04124390333890915,
0.24508512020111084,
0.05361437425017357,
-0.16401562094688416,
0.012387153692543507,
0.35009312629699707,
-0.21604421734809875,
-0.039584577083587646,
0.03380961716175079,
-0.27679774165153503,
0.09187208861112595,
0.11124102026224136,
-0.09001495689153671,
-0.27012649178504944,
-0.5084248185157776,
0.1664368361234665,
0.0999986082315445,
0.7544164657592773,
-0.12956303358078003,
-0.4987754821777344,
-0.0465833842754364,
0.10720564424991608,
0.3296329975128174,
0.33151718974113464,
0.3367733657360077,
-0.03774120658636093,
0.3057035803794861,
-0.5110288858413696,
0.07167414575815201,
-0.15498076379299164,
0.051456570625305176,
0.21040940284729004,
0.010815552435815334,
-0.03958955407142639,
0.06902424991130829,
0.006346733774989843,
-0.16615743935108185,
0.1708119660615921,
0.10887421667575836,
-0.335798978805542,
0.3499302864074707,
-0.1366453319787979,
0.02343985065817833,
-0.16858942806720734,
0.3993990123271942,
0.20737388730049133,
0.30331820249557495,
0.25167760252952576,
0.24963973462581635,
0.11499061435461044,
0.22818179428577423,
-0.04684894159436226,
0.19806593656539917,
0.4191330671310425,
0.27824294567108154,
0.6045432686805725,
-0.27152520418167114,
-0.10656143724918365,
0.014116418547928333,
0.09089028090238571,
-0.38451001048088074,
0.04309557378292084,
0.3155742585659027,
0.03475584462285042,
-0.23127973079681396,
0.20053322613239288,
0.07536867260932922,
-0.10988233238458633,
-0.19897864758968353,
0.01718834787607193,
0.3396972119808197,
0.11323636770248413,
-0.0913882926106453,
0.09451974928379059,
0.18758517503738403,
-0.025398140773177147,
-0.34732818603515625,
-0.02819691225886345,
-0.311181902885437,
-0.3306748569011688,
0.4159276783466339,
0.4743273854255676,
-0.1079854965209961,
0.01502087153494358,
0.24906687438488007,
0.12994514405727386,
-0.19098912179470062,
0.34146925806999207,
-0.015948565676808357,
0.41943359375,
0.30740323662757874,
0.29325756430625916,
0.2807786762714386,
0.08494733273983002,
-0.02500065229833126,
-0.10676626116037369,
0.31635913252830505,
-0.267961323261261,
-0.18258248269557953,
0.32793083786964417,
0.09496564418077469,
0.014849508181214333,
0.26118290424346924,
-0.31771019101142883,
0.05779745429754257,
0.48803848028182983,
-0.06695466488599777,
0.40801727771759033,
0.3107381761074066,
-0.13418631255626678,
-0.4094077944755554,
-0.06297077238559723,
0.2717764675617218,
-0.08655856549739838,
-0.008627415634691715,
-0.10934404283761978,
-0.03929585963487625,
-0.05114256218075752,
0.3505496084690094,
-0.03630383685231209,
0.16799621284008026,
-0.13791178166866302,
0.21797333657741547,
0.43488809466362,
-0.07851874828338623,
-0.5814692378044128,
0.08013170957565308,
0.19611451029777527,
-0.12391690909862518,
0.1525452584028244,
0.018069183453917503,
-0.04934791848063469,
-0.1270516961812973,
-0.011265967972576618,
0.38440290093421936,
0.21746957302093506,
0.24806322157382965,
0.052964817732572556,
0.020045075565576553,
-0.06103166565299034,
-0.005723090376704931,
0.07578311860561371,
0.33188360929489136,
0.3329181969165802,
-0.3726901113986969,
0.1883387267589569,
-0.3001168668270111,
0.261922150850296,
0.45666739344596863,
0.16206227242946625,
-0.09560249745845795,
-0.04182201251387596,
-0.04471965506672859,
-0.37417396903038025,
0.2506233751773834,
-0.15007376670837402,
-0.3351978063583374,
0.028306903317570686,
-0.5107876658439636,
0.06384499371051788,
-0.27870994806289673,
-0.1423332393169403,
-0.0906037986278534,
0.11436621844768524,
-0.013113012537360191,
-0.016682064160704613,
-0.2777717709541321,
0.21080054342746735,
0.3133116364479065,
0.267419695854187,
-0.019690759479999542,
-0.10412343591451645,
0.11479630321264267,
-0.14560241997241974,
-0.10466177761554718,
-0.18806400895118713,
-0.05705699697136879,
0.2682100832462311,
0.03398864343762398,
-0.3065498173236847,
0.3243800103664398,
0.14562222361564636,
0.02644268423318863,
-0.17774634063243866,
0.16638736426830292,
-0.06539206206798553,
0.10112704336643219,
0.03850008174777031,
-0.1685677468776703,
-0.08430062234401703,
-0.13990269601345062,
-0.29333585500717163,
0.4097219705581665,
-0.07113409787416458,
-0.14763271808624268,
-0.23064829409122467,
0.23773817718029022,
0.15639856457710266,
-0.051702629774808884,
-0.07974127680063248,
-0.18492795526981354,
0.029749823734164238,
0.1552095115184784,
0.3590901792049408,
0.15209394693374634,
0.09443963319063187,
0.03552277758717537,
0.3280803859233856,
0.19836808741092682,
0.14460788667201996,
-0.03384848311543465,
-0.07876869291067123,
0.11322393268346786,
0.2217772901058197,
0.32026875019073486,
0.2825590968132019,
0.06879939138889313,
0.2878524363040924,
-0.17685633897781372,
0.34737348556518555,
-0.19267547130584717,
-0.003003522055223584,
-0.07183915376663208,
-0.06444995105266571,
-0.15405625104904175,
-0.14141106605529785,
-0.058420997112989426,
-0.08712685853242874,
0.32736992835998535,
0.039938267320394516,
0.11473452299833298,
-0.3470171093940735,
-0.15865373611450195,
-0.18612125515937805,
-0.23966538906097412,
0.3650270402431488,
-0.005739079788327217,
-0.49326831102371216,
-0.08677022904157639,
-0.09443040192127228,
0.1654312163591385,
-0.11291179805994034,
0.2546658217906952,
-0.14317893981933594,
0.19120246171951294,
-0.08932214230298996,
-0.04256599396467209,
-0.28246670961380005,
0.15126681327819824,
0.09664978086948395,
0.07328058779239655,
0.2500419318675995,
-0.5685632824897766,
0.16639898717403412,
0.008767309598624706,
0.3142611086368561,
-0.3341977298259735,
-0.01517533604055643,
-0.19845853745937347,
0.0717620998620987,
0.07946942746639252,
-0.4089490473270416,
0.04369441792368889,
-0.16865339875221252,
-0.07089652866125107,
-0.059497229754924774,
-0.30480602383613586,
-0.2399098426103592,
0.03282937407493591,
0.04801449179649353,
-0.11452941596508026,
-0.2582409679889679,
-0.07899809628725052,
-0.13546250760555267,
-0.19966311752796173,
0.45752760767936707,
0.12658655643463135,
0.17982088029384613,
-0.12310640513896942,
-0.20273160934448242,
-0.41674914956092834,
-0.14437903463840485,
0.2437557578086853,
-0.3575891852378845,
-0.6189974546432495,
0.3860660791397095,
-0.5305785536766052,
-0.42610374093055725,
0.06119966506958008,
0.20090636610984802,
0.1119750365614891,
0.4502745568752289,
0.02729358710348606,
-0.0719335675239563,
-0.22018678486347198,
0.16993507742881775,
-0.149010568857193,
0.10468565672636032,
0.021952426061034203,
0.057429179549217224,
0.09260892868041992,
0.020703934133052826,
-0.18796327710151672,
0.042669545859098434,
-0.06830870360136032,
-0.26407039165496826,
0.10493388026952744,
0.1235695406794548,
0.23209388554096222,
0.6044673919677734,
0.41372057795524597,
0.35127219557762146,
0.26187968254089355,
0.32317212224006653,
0.549252450466156,
-0.0017729802057147026,
-0.11612731218338013,
0.12863878905773163,
-0.030105236917734146,
-0.06338350474834442,
0.110695019364357,
0.07157081365585327,
-0.21636633574962616,
0.026005806401371956,
-0.03341008722782135,
-0.21929052472114563,
-0.5093735456466675,
-0.18879334628582,
-0.3285444974899292,
0.07891134917736053,
0.07448030263185501,
0.1274673491716385,
-0.23767299950122833,
-0.1932528018951416,
0.08262710273265839,
0.3176459074020386,
0.13467161357402802,
0.31787508726119995,
-0.5666815042495728,
0.12742722034454346,
-0.33562925457954407,
0.4427453279495239,
-0.046352047473192215,
0.49096420407295227,
-0.25843870639801025,
0.1571984440088272,
0.20637547969818115,
0.3330773115158081,
0.35660141706466675,
-0.528680145740509,
0.2724565267562866,
-0.05111360177397728,
0.11264555156230927,
0.2861064076423645,
-0.2046380490064621,
0.40982285141944885,
0.46415555477142334,
0.1529787927865982,
0.15258170664310455,
0.127350851893425,
-0.1262141913175583,
-0.4393822252750397,
-0.33904412388801575,
-0.07512887567281723,
-0.23911036550998688,
0.1486617475748062,
0.185857892036438,
-0.15967808663845062,
-0.037608131766319275,
0.315355509519577,
-0.361154705286026,
-0.12337217479944229,
-0.025022586807608604,
-0.28186553716659546,
0.21629232168197632,
0.06395698338747025,
-0.09318476170301437,
0.2871541976928711,
-0.04018523544073105,
-0.00980453658849001,
0.3608042299747467,
0.02141592465341091,
0.22468094527721405,
0.38864651322364807,
-0.23253142833709717,
0.3059428632259369,
-0.17446063458919525,
-0.31090861558914185,
0.35676345229148865,
0.015199325978755951,
-0.3405250906944275,
-0.15273475646972656,
0.19994577765464783,
-0.11154071986675262,
-0.23772887885570526,
-0.14108026027679443,
-0.11331696063280106,
0.055986013263463974,
-0.2763209640979767,
-0.5705085396766663,
0.19064092636108398,
0.5891584753990173,
-0.32313793897628784,
0.2600387930870056,
-0.2334688901901245,
-0.3531177043914795,
0.2026071548461914,
0.10341028869152069,
0.8043720722198486,
-0.1996924877166748,
0.36964523792266846,
-0.42107751965522766,
0.029993394389748573,
0.03294067457318306,
-0.4663684368133545,
0.07393862307071686,
-0.47483542561531067,
-0.36094245314598083,
-0.11394648253917694,
-0.13616682589054108,
0.07482139021158218,
0.5008007884025574,
-0.05090876668691635,
0.07050226628780365,
-0.044662728905677795,
-0.1175936684012413,
-0.12405694276094437,
-0.14333708584308624,
-0.24367476999759674,
-0.2804817259311676,
0.2834148406982422,
0.15468622744083405,
-0.22076012194156647,
0.0418035052716732,
-0.010515190660953522,
-0.00827061291784048,
-0.19304630160331726,
0.22633184492588043,
-0.2536785304546356,
0.09765412658452988,
-0.6266340613365173,
0.15447311103343964,
-0.17002266645431519,
-0.048008885234594345,
0.15893985331058502,
0.3637180030345917,
0.3779084086418152,
0.380548894405365,
-0.04930605739355087,
0.10272760689258575,
0.386198490858078,
0.19457142055034637,
-0.21208007633686066,
0.018071874976158142,
0.28001946210861206,
0.11794278770685196,
0.05949399247765541,
-0.2931739389896393,
-0.13589277863502502,
-0.30703601241111755,
-0.33864831924438477,
0.156305730342865,
0.07403179258108139,
-0.2711717486381531,
-0.06311950087547302,
-0.18315376341342926,
0.056638240814208984,
0.029594967141747475,
0.12105261534452438,
0.4231933355331421,
0.00023146392777562141,
0.5362321734428406,
-0.3272690773010254,
-0.30258604884147644,
0.057807765901088715,
0.6893191337585449,
-0.0827619731426239,
-0.19790908694267273,
0.14027950167655945,
-0.23005592823028564,
-0.3200798034667969,
-0.20837192237377167,
0.14285744726657867,
0.17299936711788177,
-0.1417030245065689,
-0.04275379702448845,
0.02861935831606388,
-0.1275181770324707,
0.299700528383255,
-0.44294047355651855,
0.0804361030459404,
0.10465581715106964,
0.17337137460708618,
-0.3032202124595642,
-0.4135517179965973,
-0.2953559458255768,
-0.29334309697151184,
0.22460773587226868,
0.25914716720581055,
-0.5468916296958923,
0.1559988558292389,
0.11689034849405289,
-0.2534261643886566,
-0.1681213527917862,
-0.005044315941631794,
0.10278503596782684,
0.1480889767408371,
0.0008400410879403353,
-0.12424983829259872,
-0.1824798583984375,
-0.06376638263463974,
-0.03129321336746216,
-0.08484804630279541,
-0.22074845433235168,
-0.002149446401745081,
0.10942317545413971,
0.21092437207698822,
-0.4119979441165924,
0.1522824615240097,
-0.3853233754634857,
-0.13259893655776978,
-0.4285101294517517,
0.04759162291884422,
0.3590775430202484,
0.15282046794891357,
0.31608882546424866,
0.19287991523742676,
-0.07757989317178726,
-0.20471607148647308,
0.15889912843704224,
-0.1796806901693344,
-0.23390857875347137,
-0.21316324174404144,
0.16661202907562256,
-0.32213276624679565,
-0.07823651283979416,
0.1922115534543991,
-0.06240193173289299,
0.12686699628829956,
0.10941413044929504,
0.11524056643247604,
-0.06628207862377167,
-0.034252241253852844,
0.06756673753261566,
0.2566543221473694,
-0.0771356076002121,
-0.13991764187812805,
0.004963634070008993,
0.3268657326698303,
0.12838678061962128,
0.10420072823762894,
-0.3107627034187317,
0.33650991320610046,
-0.13644258677959442,
0.06468230485916138,
0.29913580417633057,
0.18675898015499115,
-0.3084298372268677,
0.13264399766921997,
-0.08440712839365005,
0.11735964566469193,
-0.3579935133457184,
0.4131159782409668,
-0.13507165014743805,
0.04317377880215645,
0.05436861142516136,
0.30326592922210693,
0.23240211606025696,
0.028903933241963387,
0.3037879168987274,
0.22821927070617676,
0.1596159040927887,
0.30716636776924133,
-0.3268914520740509,
0.14335891604423523,
-0.6421843767166138,
0.14181376993656158,
0.048868242651224136,
-0.01950250379741192,
0.22972378134727478,
0.19782854616641998,
0.050034523010253906,
0.05297645553946495,
-0.30777743458747864,
0.002078673802316189,
-0.15141235291957855,
-0.14492197334766388,
-0.08564848452806473,
0.04824124276638031,
0.11917262524366379,
0.03865352272987366,
-0.23376737534999847,
-0.2303375005722046,
-0.1831655502319336,
0.15437032282352448,
0.24878403544425964,
0.1142759621143341,
0.18978916108608246,
0.050877541303634644,
0.0736701637506485,
0.039319247007369995,
-0.21077042818069458,
-0.07654953747987747,
-0.43620234727859497,
-0.16385418176651,
0.2595520317554474,
0.0762881264090538,
0.08968517929315567,
0.11240240186452866,
0.13075335323810577,
0.20923927426338196,
0.2867301106452942,
0.02716135047376156,
-0.3119156062602997,
0.3066923916339874,
-0.01353651937097311,
-0.3385617733001709,
0.10685901343822479,
0.07552646845579147,
-0.07682658731937408,
-0.09265878051519394,
-0.16843870282173157,
0.028938667848706245,
0.12102233618497849,
-0.06403741240501404,
-0.17382751405239105,
-0.47424283623695374,
0.16101759672164917,
-0.07207908481359482,
0.11718051135540009,
0.023436762392520905,
0.4542990028858185,
0.007974812760949135,
0.21620889008045197,
-0.5413376688957214,
0.05013183131814003,
0.4407143294811249,
0.2609604001045227,
0.40434274077415466,
-0.12069549411535263,
-0.019532613456249237,
-0.0704270675778389,
-0.39255428314208984,
0.10421039164066315,
0.21705077588558197,
0.4251806437969208,
-0.004634713754057884,
-0.22882850468158722,
0.1126694604754448,
-0.08040927350521088,
0.5458396673202515,
-0.19884757697582245,
0.2065761834383011,
0.4043275713920593,
-0.2793477475643158,
-0.20902742445468903,
0.2195938229560852,
-0.04046853631734848,
0.12010981142520905,
-0.35930007696151733,
0.27566155791282654,
0.11339433491230011,
0.12771962583065033,
-0.15609760582447052,
-0.13143526017665863,
0.16533319652080536,
0.516116201877594,
0.42360228300094604,
0.23579521477222443,
-0.04782852530479431,
-0.03211747109889984,
0.4266487658023834,
-0.3159962594509125,
0.13276755809783936,
-0.17340952157974243,
-0.058950357139110565,
-0.10848428308963776,
0.09718852490186691,
-0.5752668976783752,
-0.2216770350933075,
-0.3395991027355194,
0.03969014808535576,
-0.185183584690094,
0.26449087262153625,
0.046113260090351105,
0.11068776249885559,
-0.1216789111495018,
0.0893348976969719,
0.2738632559776306,
0.27840277552604675,
-0.17846740782260895,
0.3664809465408325,
-0.4719303846359253,
-0.13271832466125488,
0.2813083529472351,
-0.18206055462360382,
-0.1882600486278534,
-0.05038248002529144,
0.3723696768283844,
0.19195719063282013,
-0.1998264342546463,
0.10451400279998779,
0.08149496465921402,
0.29741835594177246,
-0.3783484697341919,
-0.09641434252262115,
0.11384635418653488,
-0.3751121759414673,
0.043580953031778336,
-0.21079789102077484,
0.4439980983734131,
0.06982455402612686,
-0.22439800202846527,
0.016382886096835136,
-0.2619253396987915
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Yeah sure! Instead of using default `0o644` should I first extract umask of current user and then use `os.umask` on it? We can do it inside `Dataset` class so that all folders/files created during the call use running user's umask
| Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 40 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Yeah sure! Instead of using default `0o644` should I first extract umask of current user and then use `os.umask` on it? We can do it inside `Dataset` class so that all folders/files created during the call use running user's umask
| [
-0.2242727130651474,
0.22611309587955475,
-0.08175299316644669,
0.009475518949329853,
0.04713591933250427,
0.014975937083363533,
0.2634159326553345,
0.07192394137382507,
-0.1914960741996765,
0.04073034226894379,
-0.1341531127691269,
0.08633588254451752,
0.049393441528081894,
-0.31421878933906555,
-0.11674534529447556,
0.13589823246002197,
0.15292581915855408,
-0.0015898256096988916,
-0.0006151290144771338,
-0.09638578444719315,
-0.223934605717659,
-0.0862400010228157,
-0.10348699986934662,
-0.033677440136671066,
-0.3453720510005951,
-0.2179557979106903,
0.21195097267627716,
0.2314935177564621,
-0.08823657780885696,
-0.19050152599811554,
0.2426154464483261,
0.6062231659889221,
0.18005366623401642,
0.19833935797214508,
-0.00011554135562619194,
-0.21691930294036865,
0.08840562403202057,
-0.09585805237293243,
0.050229039043188095,
0.22526517510414124,
0.013323410414159298,
-0.06527673453092575,
-0.19007964432239532,
-0.18337282538414001,
-0.2362520396709442,
0.15677990019321442,
0.10035736858844757,
-0.7182677984237671,
0.3611294627189636,
0.2002629190683365,
0.1723332405090332,
-0.2232726663351059,
-0.23739634454250336,
0.08882395178079605,
0.24096842110157013,
0.115611232817173,
-0.09895408898591995,
0.012623237445950508,
0.33203989267349243,
-0.16687262058258057,
-0.06901277601718903,
0.03431745618581772,
-0.28084510564804077,
0.0031794700771570206,
0.15464285016059875,
-0.0779459998011589,
-0.29836785793304443,
-0.5014809966087341,
0.12386569380760193,
0.11868755519390106,
0.7641481161117554,
-0.11712903529405594,
-0.5640266537666321,
-0.049623019993305206,
0.1295873373746872,
0.29015904664993286,
0.32583072781562805,
0.3054419159889221,
-0.003305784659460187,
0.33878830075263977,
-0.5569102764129639,
0.09167901426553726,
-0.22945916652679443,
0.10124409198760986,
0.1967000514268875,
0.0366978794336319,
-0.0670410692691803,
0.1275731921195984,
0.0062287189066410065,
-0.18615028262138367,
0.23208622634410858,
0.024200135841965675,
-0.34803685545921326,
0.37919580936431885,
-0.09579373151063919,
-0.012521718628704548,
-0.15370945632457733,
0.5009946823120117,
0.23905618488788605,
0.2913287580013275,
0.1713191270828247,
0.27433067560195923,
0.050613339990377426,
0.17303313314914703,
-0.031694766134023666,
0.1815216988325119,
0.4626692533493042,
0.2795346975326538,
0.5615984201431274,
-0.2898007035255432,
-0.1274803727865219,
0.02011118456721306,
0.046115949749946594,
-0.3072865903377533,
0.05473224073648453,
0.2786276638507843,
0.039836663752794266,
-0.1740112006664276,
0.23153863847255707,
0.0633213073015213,
-0.19455479085445404,
-0.19721746444702148,
0.09983593225479126,
0.3442131280899048,
0.0919308140873909,
-0.07219139486551285,
0.05625279247760773,
0.17367839813232422,
-0.09466719627380371,
-0.35689297318458557,
-0.009011978283524513,
-0.3280627131462097,
-0.2786855101585388,
0.3977699875831604,
0.42687344551086426,
-0.059040334075689316,
0.04829050600528717,
0.22286207973957062,
0.13982267677783966,
-0.1615172028541565,
0.44516465067863464,
-0.10490787029266357,
0.40175861120224,
0.31263023614883423,
0.27255767583847046,
0.244282528758049,
0.06198006868362427,
0.03934618458151817,
-0.11383949220180511,
0.33604487776756287,
-0.32996588945388794,
-0.19835716485977173,
0.34929388761520386,
0.060447391122579575,
-0.04218040406703949,
0.2782866656780243,
-0.28587859869003296,
0.06827909499406815,
0.4992925226688385,
-0.07010584324598312,
0.39845848083496094,
0.19580192863941193,
-0.21895605325698853,
-0.4167911112308502,
-0.0710386335849762,
0.27807778120040894,
-0.04803844168782234,
-0.04002084210515022,
-0.14468862116336823,
-0.005447048228234053,
0.012144205160439014,
0.33048173785209656,
-0.03063306212425232,
0.23235854506492615,
-0.162328839302063,
0.1956814080476761,
0.47861507534980774,
-0.1494106650352478,
-0.6601566076278687,
0.09333375841379166,
0.19135960936546326,
-0.11073384433984756,
0.181498721241951,
0.08801081776618958,
-0.05119754746556282,
-0.10903920233249664,
0.017031867057085037,
0.29626303911209106,
0.17348921298980713,
0.267962247133255,
0.0782134085893631,
0.014511694200336933,
-0.10270635783672333,
0.011118952184915543,
0.035128768533468246,
0.26383480429649353,
0.3305090069770813,
-0.3714774549007416,
0.24938572943210602,
-0.326891154050827,
0.2354726791381836,
0.45267948508262634,
0.23691023886203766,
-0.12376978993415833,
0.008880370296537876,
0.0077161602675914764,
-0.3304775357246399,
0.22193868458271027,
-0.11207688599824905,
-0.3366324305534363,
0.03538588061928749,
-0.533236026763916,
0.1161450445652008,
-0.25860655307769775,
-0.18350093066692352,
-0.10280027985572815,
0.058974020183086395,
-0.013190577737987041,
0.04314887523651123,
-0.2665455937385559,
0.19841019809246063,
0.29968124628067017,
0.22091077268123627,
0.046769581735134125,
-0.11864852905273438,
0.08673309534788132,
-0.09542082995176315,
-0.13099142909049988,
-0.24010038375854492,
-0.037133194506168365,
0.27250877022743225,
-0.03682095184922218,
-0.24580958485603333,
0.3138567805290222,
0.24805548787117004,
-0.04371416196227074,
-0.22443126142024994,
0.22500000894069672,
-0.0020514754578471184,
0.07913529127836227,
0.09314854443073273,
-0.15110333263874054,
-0.08382711559534073,
-0.11979926377534866,
-0.28272098302841187,
0.5314030051231384,
-0.09133010357618332,
-0.19639162719249725,
-0.28487852215766907,
0.21990925073623657,
0.17361441254615784,
-0.03928126394748688,
-0.1375671923160553,
-0.12513276934623718,
0.02592022530734539,
0.23248472809791565,
0.38763439655303955,
0.19383035600185394,
0.1323324739933014,
0.05045221000909805,
0.3756447732448578,
0.14947094023227692,
0.13090519607067108,
-0.03740210831165314,
-0.046779338270425797,
0.04877996817231178,
0.25715693831443787,
0.2776412069797516,
0.37995654344558716,
0.07391836494207382,
0.2769947350025177,
-0.13876666128635406,
0.377681165933609,
-0.10414403676986694,
-0.010229450650513172,
-0.015165205113589764,
-0.08966946601867676,
-0.16363678872585297,
-0.21924570202827454,
-0.07278188318014145,
-0.0225229412317276,
0.29860687255859375,
0.0683605745434761,
0.14790062606334686,
-0.3589763641357422,
-0.15647193789482117,
-0.1277645230293274,
-0.26560211181640625,
0.3322513997554779,
0.004739217925816774,
-0.4301033616065979,
-0.046785868704319,
-0.17310059070587158,
0.26267606019973755,
-0.05561425909399986,
0.29598164558410645,
-0.15583425760269165,
0.21583880484104156,
-0.0157289020717144,
-0.030307134613394737,
-0.18985548615455627,
0.18922218680381775,
0.08219675719738007,
0.02325867861509323,
0.23475046455860138,
-0.6215870976448059,
0.10955221951007843,
-0.05365720018744469,
0.2752891182899475,
-0.3888058364391327,
-0.05420032888650894,
-0.1635516881942749,
0.09656792879104614,
0.08274573087692261,
-0.33418866991996765,
-0.07476735860109329,
-0.22519551217556,
-0.0046241809614002705,
-0.0955510288476944,
-0.3325316607952118,
-0.22389262914657593,
0.008983416482806206,
0.011030965484678745,
-0.03325772285461426,
-0.20299500226974487,
-0.061041705310344696,
-0.15554404258728027,
-0.12675349414348602,
0.48594236373901367,
0.15491220355033875,
0.23119351267814636,
-0.20376934111118317,
-0.2212674617767334,
-0.32932063937187195,
-0.15535025298595428,
0.1997087597846985,
-0.3468118906021118,
-0.680394172668457,
0.3059539496898651,
-0.5067754983901978,
-0.39657244086265564,
0.011728266254067421,
0.10945207625627518,
0.11936083436012268,
0.5079340934753418,
0.06978407502174377,
-0.21127425134181976,
-0.18970148265361786,
0.28614628314971924,
-0.21723970770835876,
0.148874431848526,
-0.01021955069154501,
0.018429910764098167,
0.1693856120109558,
-0.013892368413507938,
-0.15424983203411102,
0.04585755988955498,
-0.03915064409375191,
-0.27793872356414795,
0.18556354939937592,
0.18912988901138306,
0.1423269361257553,
0.5497564673423767,
0.47136014699935913,
0.3665599822998047,
0.26960229873657227,
0.28610965609550476,
0.6051008105278015,
0.07836375385522842,
-0.10193973034620285,
0.1641359031200409,
0.07850619405508041,
-0.09389076381921768,
0.1588464081287384,
0.09094194322824478,
-0.15565507113933563,
0.0585830993950367,
-0.10559413582086563,
-0.2563830614089966,
-0.4986242651939392,
-0.14604134857654572,
-0.28952905535697937,
0.04659159108996391,
0.006777624133974314,
0.21247237920761108,
-0.2476472109556198,
-0.20216190814971924,
0.060707807540893555,
0.2961668372154236,
0.13248179852962494,
0.28581559658050537,
-0.6697197556495667,
0.11266841739416122,
-0.3476347029209137,
0.464351087808609,
-0.02506887912750244,
0.46305328607559204,
-0.1830042153596878,
0.1925445795059204,
0.20004254579544067,
0.3045370876789093,
0.4123745560646057,
-0.5408961176872253,
0.30327603220939636,
-0.03484966978430748,
0.044706061482429504,
0.24858704209327698,
-0.15070530772209167,
0.3441006541252136,
0.5285432934761047,
0.11639974266290665,
0.1270212084054947,
0.13039658963680267,
-0.12364623695611954,
-0.427357017993927,
-0.298709899187088,
-0.08370264619588852,
-0.2671336531639099,
0.19202573597431183,
0.10251505672931671,
-0.05791722238063812,
-0.044982634484767914,
0.28004711866378784,
-0.3102291226387024,
-0.13424856960773468,
-0.006063124630600214,
-0.3104099631309509,
0.16516412794589996,
0.08257891982793808,
-0.14981214702129364,
0.3525903522968292,
-0.04457559064030647,
-0.05295179784297943,
0.3878892660140991,
-0.009542363695800304,
0.3630968928337097,
0.41984906792640686,
-0.28885617852211,
0.2272985428571701,
-0.15549932420253754,
-0.3446565270423889,
0.36856144666671753,
0.003526160027831793,
-0.28695476055145264,
-0.1578526347875595,
0.18331071734428406,
-0.08635353296995163,
-0.2582292854785919,
-0.10712797939777374,
-0.10990669578313828,
0.15331444144248962,
-0.2869219183921814,
-0.6173261404037476,
0.14577478170394897,
0.6142496466636658,
-0.34090322256088257,
0.2515212893486023,
-0.1457548886537552,
-0.40505462884902954,
0.222686305642128,
0.14972399175167084,
0.828097939491272,
-0.12416303157806396,
0.413251668214798,
-0.39656344056129456,
0.05327226594090462,
0.16006341576576233,
-0.47668755054473877,
0.09043716639280319,
-0.5270589590072632,
-0.31784895062446594,
-0.10731770098209381,
-0.13086026906967163,
0.10582125186920166,
0.46748730540275574,
-0.09536916017532349,
0.1056399717926979,
-0.06905602663755417,
-0.19045600295066833,
-0.13848581910133362,
-0.1392827033996582,
-0.2735179364681244,
-0.2676413655281067,
0.29139360785484314,
0.11411933600902557,
-0.17767491936683655,
0.06267956644296646,
-0.004010103642940521,
0.06088939309120178,
-0.21836179494857788,
0.20517608523368835,
-0.20441481471061707,
0.02771792933344841,
-0.6304149627685547,
0.13335081934928894,
-0.14402353763580322,
-0.038788434118032455,
0.1345827877521515,
0.41619881987571716,
0.38466259837150574,
0.3360760509967804,
-0.04933594912290573,
0.06204715743660927,
0.37495484948158264,
0.24933677911758423,
-0.1366824209690094,
-0.06681083142757416,
0.32735884189605713,
0.17554932832717896,
0.08586718887090683,
-0.24303114414215088,
-0.14040380716323853,
-0.27529746294021606,
-0.299656480550766,
0.052852846682071686,
0.09273591637611389,
-0.3621003329753876,
-0.06945377588272095,
-0.26698851585388184,
0.035592056810855865,
0.08178100734949112,
0.05848200246691704,
0.47536540031433105,
-0.06157422438263893,
0.5999324321746826,
-0.33808961510658264,
-0.3707461357116699,
0.02325441874563694,
0.6508820056915283,
-0.07489797472953796,
-0.19198891520500183,
0.16107824444770813,
-0.285300612449646,
-0.256326287984848,
-0.16115953028202057,
0.2668001353740692,
0.3067183494567871,
-0.10843206197023392,
-0.10939446836709976,
0.06219113990664482,
-0.09284968674182892,
0.2604231834411621,
-0.5158435106277466,
0.0780072957277298,
0.19464115798473358,
0.09907044470310211,
-0.27846258878707886,
-0.476700097322464,
-0.2796083390712738,
-0.17932067811489105,
0.17434054613113403,
0.27125295996665955,
-0.5941864848136902,
0.1345149725675583,
0.022895770147442818,
-0.20462097227573395,
-0.17612016201019287,
0.03751880303025246,
0.07089819759130478,
0.1485583782196045,
0.024730626493692398,
-0.11508312076330185,
-0.18911604583263397,
-0.08162546902894974,
-0.10842401534318924,
-0.10958594083786011,
-0.1518596112728119,
-0.07168024033308029,
0.1274791806936264,
0.1931973397731781,
-0.4675963521003723,
0.1774011105298996,
-0.4139453172683716,
-0.12337782979011536,
-0.4254436492919922,
0.05730925500392914,
0.3909042179584503,
0.173176109790802,
0.3108249604701996,
0.24255405366420746,
-0.0621313638985157,
-0.29980745911598206,
0.19314131140708923,
-0.24304194748401642,
-0.22434872388839722,
-0.2455175518989563,
0.2626127600669861,
-0.3039441704750061,
-0.08838902413845062,
0.25131750106811523,
-0.08788472414016724,
0.1320444643497467,
0.07705274969339371,
0.09453998506069183,
-0.026254767552018166,
0.022861652076244354,
0.11023271828889847,
0.29238441586494446,
-0.055225878953933716,
-0.1660214513540268,
-0.032302409410476685,
0.3039817810058594,
0.0958504006266594,
0.1196829155087471,
-0.3297824263572693,
0.27826955914497375,
-0.16583280265331268,
0.02629801444709301,
0.3702872693538666,
0.08672197163105011,
-0.24812665581703186,
0.08566094189882278,
-0.15531618893146515,
0.17045103013515472,
-0.27832892537117004,
0.39024248719215393,
-0.10391467064619064,
0.02817665785551071,
0.07272201776504517,
0.335469514131546,
0.20105499029159546,
0.027896419167518616,
0.2980984151363373,
0.1519477367401123,
0.20824892818927765,
0.312446653842926,
-0.2757878303527832,
0.1694067418575287,
-0.6644003391265869,
0.0975838452577591,
0.09667647629976273,
-0.034690238535404205,
0.2268092930316925,
0.16621069610118866,
0.0640406683087349,
-0.036796584725379944,
-0.29753202199935913,
0.05960189551115036,
-0.16105526685714722,
-0.19091887772083282,
-0.11529366672039032,
0.004601238761097193,
0.08133219927549362,
0.04552274942398071,
-0.20061548054218292,
-0.26223546266555786,
-0.17468219995498657,
0.09283148497343063,
0.27661898732185364,
0.07422594726085663,
0.1658158302307129,
-0.008980512619018555,
0.07607860863208771,
0.021804049611091614,
-0.2504440248012543,
-0.041089124977588654,
-0.4445381760597229,
-0.11190564930438995,
0.26937994360923767,
0.08465085178613663,
0.11982789635658264,
0.12646687030792236,
0.18062293529510498,
0.17191672325134277,
0.32397472858428955,
0.08220941573381424,
-0.29455411434173584,
0.23478129506111145,
0.01277383603155613,
-0.352243572473526,
0.05308471992611885,
0.033213160932064056,
-0.013933232054114342,
-0.1016918271780014,
-0.14421185851097107,
-0.04616740718483925,
0.09762460738420486,
-0.014744581654667854,
-0.13178911805152893,
-0.49606871604919434,
0.16504965722560883,
-0.009007218293845654,
0.16753895580768585,
0.031125355511903763,
0.44473519921302795,
0.01602793112397194,
0.21735642850399017,
-0.471294641494751,
0.02461778186261654,
0.39449289441108704,
0.2075600028038025,
0.3714952766895294,
-0.15327803790569305,
-0.05140932276844978,
-0.05017762631177902,
-0.3450664281845093,
0.16595973074436188,
0.22714154422283173,
0.29729902744293213,
-0.01102202944457531,
-0.22641488909721375,
0.05165858566761017,
-0.11250513046979904,
0.44935354590415955,
-0.1799067109823227,
0.2619471549987793,
0.3611071705818176,
-0.3241620361804962,
-0.2158738225698471,
0.2193959802389145,
-0.009048987179994583,
0.10063789039850235,
-0.4241228401660919,
0.31006133556365967,
0.06446743756532669,
0.06311196833848953,
-0.12998686730861664,
-0.10612715780735016,
0.151373952627182,
0.5122235417366028,
0.38709962368011475,
0.2622055113315582,
-0.005773479118943214,
0.01566544733941555,
0.46086764335632324,
-0.24253001809120178,
0.19813498854637146,
-0.27159997820854187,
-0.008166015148162842,
-0.11495129764080048,
0.12258663028478622,
-0.5734190940856934,
-0.21235030889511108,
-0.3278992772102356,
0.024995602667331696,
-0.18147549033164978,
0.23282308876514435,
0.03091750666499138,
0.18971151113510132,
-0.12885910272598267,
0.02322639897465706,
0.29419219493865967,
0.3019982576370239,
-0.1238585114479065,
0.38623732328414917,
-0.46853601932525635,
-0.07660740613937378,
0.31012463569641113,
-0.2580964267253876,
-0.11882329732179642,
-0.13129237294197083,
0.3541136085987091,
0.18922217190265656,
-0.27182236313819885,
0.13668598234653473,
0.07334380596876144,
0.38322097063064575,
-0.3898983597755432,
-0.1043066531419754,
0.05370592325925827,
-0.31477710604667664,
0.05022532865405083,
-0.19293005764484406,
0.45303821563720703,
0.04675290361046791,
-0.23462118208408356,
0.0810263603925705,
-0.23312699794769287
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | You can get the umask using `os.umask` and then I guess you can just use `os.chmod` as in your previous PR, but with the right permissions depending on the umask. | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 30 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
You can get the umask using `os.umask` and then I guess you can just use `os.chmod` as in your previous PR, but with the right permissions depending on the umask. | [
-0.18572615087032318,
0.17379218339920044,
-0.1075277328491211,
-0.18510441482067108,
-0.008170196786522865,
0.0839049220085144,
0.35653790831565857,
0.07572765648365021,
-0.1108321100473404,
0.10525533556938171,
-0.22693879902362823,
0.1543242484331131,
0.10393127799034119,
-0.2934494614601135,
-0.06498058140277863,
0.2179354727268219,
0.09003148227930069,
-0.03514788672327995,
-0.051952511072158813,
-0.008974439464509487,
-0.13901562988758087,
-0.10628975927829742,
-0.0973072424530983,
-0.0220769215375185,
-0.2167212963104248,
-0.19771656394004822,
0.1695956289768219,
0.33889639377593994,
-0.05083777755498886,
-0.2708573639392853,
0.19472315907478333,
0.5540148019790649,
0.024419214576482773,
0.1041320264339447,
-0.00010545818804530427,
-0.1182965561747551,
0.0259442999958992,
-0.07668067514896393,
0.08370287716388702,
0.25447800755500793,
0.0616564080119133,
-0.059954024851322174,
-0.24193602800369263,
-0.17216697335243225,
-0.24745796620845795,
0.19508452713489532,
0.12710198760032654,
-0.5841304659843445,
0.3706359267234802,
0.26190894842147827,
0.2632211446762085,
0.004186410456895828,
-0.2159232497215271,
0.08270741999149323,
0.23220521211624146,
0.0394572839140892,
-0.18446744978427887,
0.004054903984069824,
0.3705592751502991,
-0.08177324384450912,
-0.029460689052939415,
0.0447111539542675,
-0.1966826468706131,
0.07993818074464798,
0.14100679755210876,
-0.04928572475910187,
-0.22016414999961853,
-0.4966881573200226,
0.1710478514432907,
0.06864077597856522,
0.7374112010002136,
-0.05055764317512512,
-0.5258100032806396,
0.05153068155050278,
0.16334889829158783,
0.2687792479991913,
0.354897677898407,
0.31019526720046997,
-0.05436677485704422,
0.3213352560997009,
-0.440219521522522,
0.14287351071834564,
-0.21385794878005981,
0.023155443370342255,
0.21602052450180054,
0.10436694324016571,
-0.013858740217983723,
0.11856046319007874,
0.1312626153230667,
-0.17238202691078186,
0.1273883581161499,
0.22209835052490234,
-0.28417402505874634,
0.41847261786460876,
-0.08035431802272797,
0.021350212395191193,
-0.17957749962806702,
0.42771148681640625,
0.19308294355869293,
0.18298201262950897,
0.22105787694454193,
0.2631049156188965,
0.03993534296751022,
0.24810107052326202,
-0.11073258519172668,
0.08761540800333023,
0.3066399097442627,
0.3309394121170044,
0.6004151701927185,
-0.275351345539093,
-0.1773979365825653,
0.03613945469260216,
-0.004082852508872747,
-0.4007755517959595,
-0.007575516123324633,
0.2617326080799103,
0.10331468284130096,
-0.24115315079689026,
0.21971967816352844,
-0.01437394693493843,
-0.05039457231760025,
-0.13523982465267181,
0.0554775595664978,
0.4130483865737915,
0.21592341363430023,
-0.20108866691589355,
0.13299794495105743,
0.16103999316692352,
0.00026573403738439083,
-0.23621203005313873,
-0.009621482342481613,
-0.2826401889324188,
-0.3536849915981293,
0.308427631855011,
0.42392173409461975,
0.028193309903144836,
-0.005930864717811346,
0.21353936195373535,
0.1640729159116745,
-0.21624766290187836,
0.35586559772491455,
0.0013644184218719602,
0.48873987793922424,
0.3780560791492462,
0.2298048883676529,
0.1242794468998909,
0.07132759690284729,
0.0070001170970499516,
-0.13565491139888763,
0.37542563676834106,
-0.16858422756195068,
-0.15591910481452942,
0.2985616624355316,
0.14401815831661224,
0.051764994859695435,
0.2353740781545639,
-0.17600418627262115,
0.003403164679184556,
0.4222276210784912,
0.019279126077890396,
0.4730711281299591,
0.26343834400177,
-0.18115505576133728,
-0.3831007778644562,
-0.06625901162624359,
0.16072599589824677,
-0.12459509074687958,
-0.003176542930305004,
-0.20331226289272308,
-0.12253358960151672,
-0.06388367712497711,
0.3225446939468384,
-0.03494897112250328,
0.14607760310173035,
-0.1530027985572815,
0.1799977421760559,
0.49439600110054016,
-0.10542033612728119,
-0.5366948843002319,
0.017922258004546165,
0.14209432899951935,
-0.15751013159751892,
0.2553613781929016,
0.06994090229272842,
-0.08621745556592941,
-0.12054909765720367,
-0.08402193337678909,
0.3386440575122833,
0.24014049768447876,
0.19527843594551086,
0.07592213898897171,
0.061852313578128815,
-0.11563369631767273,
0.07490763813257217,
0.07167424261569977,
0.3632015585899353,
0.3213571012020111,
-0.3289198577404022,
0.2820543050765991,
-0.304974228143692,
0.2371453195810318,
0.432698518037796,
0.22957907617092133,
-0.045722540467977524,
0.039149582386016846,
-0.0006197852781042457,
-0.2805827558040619,
0.2985619604587555,
-0.20284056663513184,
-0.24086876213550568,
0.05627574771642685,
-0.5901851058006287,
0.05552763491868973,
-0.21220922470092773,
-0.139784574508667,
-0.1616668552160263,
0.1587006151676178,
0.02429203689098358,
0.10341660678386688,
-0.3360013961791992,
0.2234392911195755,
0.27465686202049255,
0.26831531524658203,
-0.012135644443333149,
-0.039834462106227875,
0.02671746537089348,
-0.21648921072483063,
-0.12059109658002853,
-0.1934049278497696,
0.014575855806469917,
0.18436503410339355,
-0.017895076423883438,
-0.2853234112262726,
0.3535105884075165,
0.1852291077375412,
0.020363790914416313,
-0.2001335322856903,
0.10850416123867035,
-0.10562015324831009,
0.10500982403755188,
0.03597312793135643,
-0.1866857409477234,
-0.10000361502170563,
-0.0848839282989502,
-0.27447396516799927,
0.38474801182746887,
-0.08446697145700455,
-0.18054117262363434,
-0.23376338183879852,
0.2074718028306961,
0.17458081245422363,
-0.060958754271268845,
-0.08518480509519577,
-0.15739966928958893,
-0.026575878262519836,
0.1765720099210739,
0.31829801201820374,
0.14467290043830872,
0.13709980249404907,
0.05762701854109764,
0.29812175035476685,
0.18632222712039948,
0.06545235216617584,
-0.03010011464357376,
-0.013126920908689499,
0.13751676678657532,
0.20893080532550812,
0.2619200050830841,
0.3403189182281494,
0.12406151741743088,
0.3443063497543335,
-0.07577158510684967,
0.31848880648612976,
-0.0739089697599411,
0.03387458622455597,
-0.11102128028869629,
-0.1256037950515747,
-0.19510626792907715,
-0.18303214013576508,
-0.09045250713825226,
-0.13623785972595215,
0.27235785126686096,
0.07900634407997131,
0.12836071848869324,
-0.30071526765823364,
-0.1703159511089325,
-0.13531142473220825,
-0.2051405906677246,
0.35139280557632446,
0.06783930212259293,
-0.5054530501365662,
-0.08965808153152466,
-0.05160550773143768,
0.2065720558166504,
-0.19157885015010834,
0.33443206548690796,
-0.18281501531600952,
0.12996186316013336,
0.02635398879647255,
-0.03701319918036461,
-0.25180524587631226,
0.12041658163070679,
0.15029875934123993,
0.11035165190696716,
0.19370125234127045,
-0.5752271413803101,
0.15697385370731354,
-0.044852059334516525,
0.22562697529792786,
-0.35473304986953735,
0.0017739194445312023,
-0.1311606764793396,
-0.07155648618936539,
-0.04301702603697777,
-0.3177591860294342,
-0.039948418736457825,
-0.1978435069322586,
-0.09189051389694214,
-0.009718102402985096,
-0.3843924403190613,
-0.3132210373878479,
-0.030798712745308876,
0.14639467000961304,
-0.06771887093782425,
-0.3414185047149658,
-0.059351492673158646,
-0.13897168636322021,
-0.27760574221611023,
0.4889318645000458,
0.1193413957953453,
0.23467379808425903,
-0.07312266528606415,
-0.3302903473377228,
-0.29860472679138184,
-0.03750075027346611,
0.1694008857011795,
-0.42593419551849365,
-0.5024005770683289,
0.33950114250183105,
-0.5373859405517578,
-0.4263420104980469,
0.14875349402427673,
0.257975697517395,
0.11098125576972961,
0.45551633834838867,
0.05725656449794769,
-0.1329282820224762,
-0.15703529119491577,
0.2110273689031601,
-0.23340032994747162,
0.1151970773935318,
0.044022511690855026,
0.03998380899429321,
0.03301626443862915,
-0.02857939712703228,
-0.1677330881357193,
0.04341701418161392,
-0.04409181326627731,
-0.2562853991985321,
0.029993481934070587,
0.11308874934911728,
0.1858668327331543,
0.5306420922279358,
0.28623244166374207,
0.36381667852401733,
0.26220977306365967,
0.21711337566375732,
0.6401689648628235,
0.008903278037905693,
-0.07042592018842697,
0.162015900015831,
0.04736793413758278,
-0.07264668494462967,
0.20920203626155853,
0.05824534222483635,
-0.24569071829319,
0.09009981900453568,
-0.009649801068007946,
-0.1603545993566513,
-0.5348591208457947,
-0.1364094316959381,
-0.2738778293132782,
0.08831728994846344,
-0.014095794409513474,
0.14472025632858276,
-0.22620126605033875,
-0.10985089093446732,
0.12528882920742035,
0.28265801072120667,
0.09381113201379776,
0.2822674512863159,
-0.5877390503883362,
0.14005140960216522,
-0.40019091963768005,
0.458744078874588,
-0.10892393440008163,
0.41674545407295227,
-0.23806209862232208,
0.055681582540273666,
0.22818462550640106,
0.26929035782814026,
0.37179961800575256,
-0.5058968663215637,
0.37244266271591187,
0.05637305974960327,
0.10238642245531082,
0.2538188099861145,
-0.18486155569553375,
0.33778586983680725,
0.475363165140152,
0.17431409657001495,
0.20081093907356262,
0.12678878009319305,
-0.07152248173952103,
-0.3775748908519745,
-0.31985583901405334,
-0.037998348474502563,
-0.2707749605178833,
0.08474835008382797,
0.12335454672574997,
-0.22598910331726074,
0.0749150887131691,
0.2653072476387024,
-0.32109159231185913,
-0.1286649852991104,
0.03733956813812256,
-0.21655671298503876,
0.2111469954252243,
-0.03133964166045189,
-0.05306818336248398,
0.2663188576698303,
0.03702558949589729,
-0.02293611317873001,
0.28628891706466675,
0.027783403173089027,
0.22207863628864288,
0.4201599955558777,
-0.23694701492786407,
0.33187538385391235,
-0.17029093205928802,
-0.33688223361968994,
0.2943888008594513,
0.024181831628084183,
-0.27565139532089233,
-0.21433025598526,
0.21075786650180817,
-0.11100523173809052,
-0.1910565048456192,
-0.030450992286205292,
-0.1182824894785881,
0.08060140162706375,
-0.2883738577365875,
-0.4726790487766266,
0.09791991114616394,
0.5448188781738281,
-0.3314678966999054,
0.27286189794540405,
-0.14083625376224518,
-0.3869785964488983,
0.266095370054245,
0.10943920910358429,
0.7270163297653198,
-0.2749719023704529,
0.3488994538784027,
-0.43700799345970154,
0.040763698518276215,
0.03231039270758629,
-0.4445152282714844,
0.08480111509561539,
-0.40149232745170593,
-0.4133337736129761,
-0.05954515188932419,
-0.18931366503238678,
0.04021935164928436,
0.49903982877731323,
-0.1465303599834442,
-0.022271540015935898,
-0.017848419025540352,
-0.07636513561010361,
-0.1630132645368576,
-0.17164334654808044,
-0.3598259687423706,
-0.2808667719364166,
0.228732630610466,
0.21740277111530304,
-0.18892012536525726,
0.0951366201043129,
-0.03047129325568676,
0.0031739966943860054,
-0.1627361923456192,
0.20386457443237305,
-0.21756546199321747,
0.08925537765026093,
-0.5943809747695923,
0.13763615489006042,
-0.21811595559120178,
0.024807758629322052,
0.08807089924812317,
0.3157130181789398,
0.45172980427742004,
0.43675559759140015,
0.002665902953594923,
0.1191590428352356,
0.44173136353492737,
0.19773952662944794,
-0.19067129492759705,
-0.07739407569169998,
0.20276182889938354,
0.1221277266740799,
0.07919734716415405,
-0.28340861201286316,
-0.1204705759882927,
-0.40849795937538147,
-0.20665018260478973,
0.13601864874362946,
0.04267639294266701,
-0.27598708868026733,
-0.006843171548098326,
-0.16435924172401428,
0.004657994955778122,
0.021864328533411026,
0.1564434915781021,
0.3987328112125397,
-0.209960475564003,
0.4780232310295105,
-0.43397876620292664,
-0.3344346284866333,
0.08629394322633743,
0.6166929006576538,
-0.08992961794137955,
-0.17606160044670105,
0.12322641164064407,
-0.2064269483089447,
-0.20423926413059235,
-0.237688347697258,
0.1317475587129593,
0.20236176252365112,
-0.11868716776371002,
-0.00291505572386086,
0.12985073029994965,
-0.20156729221343994,
0.2526233196258545,
-0.40550458431243896,
0.05154675990343094,
0.21097242832183838,
0.035671088844537735,
-0.26729944348335266,
-0.5579942464828491,
-0.2802608609199524,
-0.2669658362865448,
0.21887172758579254,
0.23629425466060638,
-0.4425872564315796,
0.1286572962999344,
0.0033923182636499405,
-0.3072440028190613,
-0.16271290183067322,
-0.036246031522750854,
0.12240886688232422,
0.18379446864128113,
-0.07669632136821747,
-0.03252345323562622,
-0.1841503083705902,
-0.00034204262192361057,
-0.018425114452838898,
-0.09415262937545776,
-0.2566416561603546,
-0.0072458889335393906,
0.08279579877853394,
0.19266600906848907,
-0.4056091904640198,
0.18345382809638977,
-0.40277692675590515,
-0.10519646108150482,
-0.370708703994751,
0.116997130215168,
0.3733255863189697,
0.1056438460946083,
0.22041362524032593,
0.14637170732021332,
-0.06429185718297958,
-0.08913416415452957,
0.1361057460308075,
-0.22072777152061462,
-0.25195205211639404,
-0.26021164655685425,
0.2186693549156189,
-0.3524952828884125,
-0.08475346118211746,
0.2697780430316925,
-0.08074290305376053,
0.1106371283531189,
0.10640376806259155,
0.13498030602931976,
0.0692940205335617,
-0.08487778156995773,
-0.0026869927532970905,
0.3689288794994354,
-0.07101663202047348,
-0.0355721078813076,
-0.014939552173018456,
0.307023286819458,
0.16887253522872925,
0.07946490496397018,
-0.3034920394420624,
0.2815040349960327,
-0.2608579397201538,
0.11384210735559464,
0.32062605023384094,
0.15164069831371307,
-0.3100242614746094,
0.1678885966539383,
-0.05533178895711899,
0.14276021718978882,
-0.28542959690093994,
0.372597336769104,
-0.037052594125270844,
-0.02424420788884163,
0.10646646469831467,
0.30175793170928955,
0.2455574870109558,
0.006735287141054869,
0.17861568927764893,
0.13921909034252167,
0.20599541068077087,
0.3161489963531494,
-0.3779204189777374,
0.24912239611148834,
-0.5594155788421631,
0.04847895726561546,
0.008232271298766136,
0.03254621475934982,
0.3114195466041565,
0.10863042622804642,
-0.014919675886631012,
-0.06773775070905685,
-0.37525826692581177,
-0.02469734475016594,
-0.061131980270147324,
-0.22305351495742798,
-0.09553062915802002,
0.044685930013656616,
0.1791999787092209,
-0.007664158940315247,
-0.16676633059978485,
-0.15415991842746735,
-0.18143440783023834,
0.07941065728664398,
0.19913852214813232,
0.16236720979213715,
0.2552839517593384,
0.03908378258347511,
0.03437134996056557,
-0.02181876264512539,
-0.2530500888824463,
-0.07371363043785095,
-0.4660959541797638,
-0.11477862298488617,
0.37904125452041626,
0.001430893549695611,
0.1322905570268631,
0.02634056843817234,
0.0815606340765953,
0.24082915484905243,
0.22200123965740204,
0.0782456248998642,
-0.4063871502876282,
0.3051210939884186,
-0.07245141267776489,
-0.32997363805770874,
0.12915512919425964,
0.08069630712270737,
-0.1295103132724762,
-0.18495169281959534,
-0.2925867438316345,
-0.07619371265172958,
0.16652816534042358,
-0.07964864373207092,
-0.17667463421821594,
-0.5326672196388245,
0.19273747503757477,
-0.03642553091049194,
0.13453033566474915,
0.05835804343223572,
0.33349764347076416,
0.014784350991249084,
0.18523620069026947,
-0.490187406539917,
0.0773782879114151,
0.3475421667098999,
0.29030975699424744,
0.43286773562431335,
-0.17943385243415833,
0.006789668463170528,
-0.05881651118397713,
-0.37550604343414307,
0.07901734858751297,
0.2403365820646286,
0.2012200951576233,
-0.04350489377975464,
-0.23689422011375427,
0.1139916479587555,
-0.17318855226039886,
0.6218093633651733,
-0.2811034619808197,
0.15270063281059265,
0.36376577615737915,
-0.2187972217798233,
-0.1694781631231308,
0.23256926238536835,
-0.012817087583243847,
0.10897886008024216,
-0.446769654750824,
0.2351071536540985,
0.10902256518602371,
0.1445738822221756,
-0.07534196227788925,
-0.14494484663009644,
0.1799432933330536,
0.4712296426296234,
0.46165111660957336,
0.2216765582561493,
-0.05271843075752258,
0.008671382442116737,
0.38595616817474365,
-0.3913455307483673,
0.07963765412569046,
-0.2222420573234558,
-0.07899762690067291,
-0.09578222781419754,
0.07829813659191132,
-0.5545235276222229,
-0.23053216934204102,
-0.2888008952140808,
0.038664668798446655,
-0.16136924922466278,
0.2081175595521927,
0.130380317568779,
0.1568283885717392,
-0.1873614490032196,
0.12221004068851471,
0.3609292209148407,
0.2784613072872162,
-0.08927012234926224,
0.28292274475097656,
-0.4997110366821289,
-0.21789880096912384,
0.24888476729393005,
-0.1825585961341858,
-0.2323472648859024,
-0.0642232745885849,
0.37068936228752136,
0.18942560255527496,
-0.2345670908689499,
0.10134893655776978,
0.12627477943897247,
0.25087565183639526,
-0.3542093336582184,
-0.1510211080312729,
0.04086238145828247,
-0.3003997504711151,
0.006254533305764198,
-0.2502034604549408,
0.3976646959781647,
0.03913349658250809,
-0.23910918831825256,
-0.03542255982756615,
-0.2917317748069763
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | FWIW, we have this issue with other caches - e.g. `transformers` model files. So probably will need to backport this into `transformers` as well.
thanks @thomwolf for the pointer. | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 29 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
FWIW, we have this issue with other caches - e.g. `transformers` model files. So probably will need to backport this into `transformers` as well.
thanks @thomwolf for the pointer. | [
-0.12074410915374756,
0.21106210350990295,
-0.08410493284463882,
0.046818505972623825,
-0.002863587811589241,
0.14593739807605743,
0.38540515303611755,
0.13916026055812836,
-0.2011680006980896,
-0.05856741964817047,
-0.1354779601097107,
-0.017622631043195724,
0.11561992019414902,
-0.29052284359931946,
-0.03995032608509064,
0.11758831888437271,
0.13374243676662445,
0.0035106658469885588,
-0.03668714314699173,
-0.08392411470413208,
-0.09984129667282104,
-0.07524979114532471,
-0.08505235612392426,
-0.07264086604118347,
-0.361503005027771,
-0.13297586143016815,
0.26509761810302734,
0.2255144864320755,
0.009046881459653378,
-0.12460500746965408,
0.30474305152893066,
0.43336254358291626,
0.07846860587596893,
0.12999758124351501,
-0.00011065085709560663,
-0.13994549214839935,
0.04879400134086609,
-0.06425338983535767,
0.09056716412305832,
0.2714790105819702,
-0.13215945661067963,
-0.07617504149675369,
-0.16861699521541595,
-0.10695838183164597,
-0.11066921800374985,
0.2972266376018524,
0.1226569265127182,
-0.5791889429092407,
0.49749085307121277,
0.1974843293428421,
0.22749443352222443,
-0.053850919008255005,
-0.3413305878639221,
0.0540439710021019,
0.2926836609840393,
0.08097556233406067,
-0.2243642956018448,
0.05525210499763489,
0.26924753189086914,
-0.19586092233657837,
-0.018321268260478973,
0.05518588796257973,
-0.2950374186038971,
0.11538318544626236,
0.15488773584365845,
-0.12191277742385864,
-0.23909424245357513,
-0.5055354833602905,
0.1950545608997345,
0.062000930309295654,
0.7401834726333618,
-0.05043748766183853,
-0.497857004404068,
-0.13246195018291473,
0.018821461126208305,
0.2531052231788635,
0.4132612943649292,
0.3396545350551605,
-0.001401469693519175,
0.2719786763191223,
-0.5397584438323975,
0.007285990286618471,
-0.13828912377357483,
-0.04479147493839264,
0.15223543345928192,
-0.000797886576037854,
-0.013266760855913162,
0.08481553196907043,
-0.02019117958843708,
-0.09226688742637634,
0.09072639048099518,
0.08481936901807785,
-0.3772093653678894,
0.33448734879493713,
-0.17496199905872345,
0.0818713828921318,
-0.1774609386920929,
0.41313284635543823,
0.14112131297588348,
0.24015697836875916,
0.2163679599761963,
0.20278900861740112,
0.09417665004730225,
0.20047171413898468,
-0.003246306674554944,
0.17157283425331116,
0.3708484470844269,
0.3696020543575287,
0.5744594931602478,
-0.3903864324092865,
-0.17836759984493256,
0.007954806089401245,
0.04430655762553215,
-0.3267359733581543,
0.10369248688220978,
0.25648126006126404,
0.018813522532582283,
-0.22691212594509125,
0.1517626941204071,
0.1165379136800766,
-0.05086197331547737,
-0.21000346541404724,
0.042845528572797775,
0.25550752878189087,
0.16835980117321014,
-0.14306630194187164,
0.030289608985185623,
0.1445007622241974,
0.03359765186905861,
-0.40303507447242737,
-0.029799358919262886,
-0.34231510758399963,
-0.4116491675376892,
0.3594989478588104,
0.47795817255973816,
-0.16394288837909698,
-0.04077769070863724,
0.22205504775047302,
0.10618267953395844,
-0.24785412847995758,
0.26982852816581726,
-0.038396671414375305,
0.4771813452243805,
0.35604244470596313,
0.14116516709327698,
0.3438858091831207,
0.0771399512887001,
-0.002754636574536562,
-0.06629429757595062,
0.3606114983558655,
-0.27895301580429077,
-0.062312111258506775,
0.3091771602630615,
0.060003697872161865,
-0.025972595438361168,
0.2341596931219101,
-0.3002973794937134,
0.06536877900362015,
0.6256066560745239,
-0.12017405033111572,
0.41500914096832275,
0.30775851011276245,
-0.19595901668071747,
-0.38340240716934204,
-0.14926163852214813,
0.31606197357177734,
-0.11996433883905411,
-0.03051813133060932,
-0.06051918864250183,
-0.039767470210790634,
-0.04604377597570419,
0.2801169753074646,
-0.03839501366019249,
0.1791473925113678,
-0.09199090301990509,
0.1846492737531662,
0.41499608755111694,
-0.026284081861376762,
-0.5820000171661377,
0.10691887885332108,
0.15091674029827118,
-0.16286061704158783,
0.1318412572145462,
-0.01729688234627247,
0.016342906281352043,
-0.07305259257555008,
-0.10576394945383072,
0.33871302008628845,
0.19759972393512726,
0.2817472219467163,
0.09357081353664398,
0.1124940738081932,
0.04624680057168007,
-0.08973822742700577,
0.13491949439048767,
0.40272343158721924,
0.2795727849006653,
-0.23796437680721283,
0.17360550165176392,
-0.2297309935092926,
0.30012449622154236,
0.48298147320747375,
0.0882580354809761,
-0.15607589483261108,
0.009419409558176994,
-0.08818602561950684,
-0.4463416337966919,
0.30595704913139343,
-0.17696480453014374,
-0.36492297053337097,
0.0936228334903717,
-0.3864360451698303,
0.023463048040866852,
-0.2765286862850189,
-0.21045951545238495,
-0.08247002214193344,
0.09919235855340958,
0.002303770976141095,
-0.016041027382016182,
-0.38875335454940796,
0.22744260728359222,
0.3831126391887665,
0.3045082688331604,
-0.030099377036094666,
-0.095221608877182,
0.12346701323986053,
-0.12746833264827728,
-0.07492700964212418,
-0.26161766052246094,
-0.04066355153918266,
0.2922341227531433,
0.008163446560502052,
-0.32181495428085327,
0.23080764710903168,
0.11621604114770889,
0.05671369656920433,
-0.08736664056777954,
0.24935874342918396,
-0.03523202985525131,
0.08070237189531326,
0.042819567024707794,
-0.1840927004814148,
-0.05394907295703888,
-0.13258367776870728,
-0.2853814959526062,
0.2740257680416107,
-0.037052884697914124,
-0.06514725834131241,
-0.2375505268573761,
0.2129858434200287,
0.14217542111873627,
-0.017199022695422173,
-0.07112468034029007,
-0.1782420575618744,
-0.06359602510929108,
0.16447830200195312,
0.31539952754974365,
0.22288887202739716,
0.11953169107437134,
0.04577633738517761,
0.4026436507701874,
0.2261163890361786,
0.11566025763750076,
-0.022561609745025635,
-0.15934406220912933,
0.06627454608678818,
0.17170310020446777,
0.36076226830482483,
0.22269287705421448,
0.014555451460182667,
0.35679230093955994,
-0.21216855943202972,
0.28471410274505615,
-0.18050502240657806,
0.02120332606136799,
-0.032997287809848785,
-0.02820473536849022,
-0.1503204107284546,
-0.09305866807699203,
0.00976189412176609,
-0.10507570952177048,
0.3722706139087677,
0.16793812811374664,
0.09143894910812378,
-0.34065401554107666,
-0.10411325842142105,
-0.2076181024312973,
-0.1616508960723877,
0.26953256130218506,
-0.019201327115297318,
-0.6123403310775757,
-0.08510153740644455,
-0.15969419479370117,
0.1629977524280548,
-0.046583302319049835,
0.1571587771177292,
-0.26910504698753357,
0.20402659475803375,
-0.023453202098608017,
-0.11805538088083267,
-0.32134810090065,
0.16138078272342682,
0.033206064254045486,
0.053765371441841125,
0.2560737729072571,
-0.6495659947395325,
0.09172982722520828,
0.02699166163802147,
0.3185983896255493,
-0.23262453079223633,
0.05958457291126251,
-0.14622780680656433,
-0.07154873013496399,
0.03931029140949249,
-0.5172536373138428,
0.11414749920368195,
-0.14510756731033325,
0.03794996440410614,
-0.09774748980998993,
-0.2473944127559662,
-0.2224612981081009,
0.03857554867863655,
0.05515587329864502,
-0.10709518939256668,
-0.3245079219341278,
-0.04226905107498169,
-0.026289036497473717,
-0.15691590309143066,
0.434792697429657,
0.05267058685421944,
0.17347317934036255,
0.11916717886924744,
-0.3077765107154846,
-0.3521285653114319,
-0.22859635949134827,
0.24584746360778809,
-0.40416523814201355,
-0.5424070358276367,
0.361272394657135,
-0.48191994428634644,
-0.4319617450237274,
0.07868772745132446,
0.2185782939195633,
0.07978808134794235,
0.4152199327945709,
0.04380028322339058,
0.08299581706523895,
-0.26961323618888855,
0.16147150099277496,
-0.19297510385513306,
0.07663832604885101,
0.05157710611820221,
0.049049876630306244,
0.11126398295164108,
-0.08585823327302933,
-0.19441688060760498,
0.10116186738014221,
0.02000594511628151,
-0.224131777882576,
0.0323726162314415,
-0.004168080165982246,
0.17052306234836578,
0.6693535447120667,
0.3900606632232666,
0.25931307673454285,
0.2666667699813843,
0.36425215005874634,
0.570992648601532,
0.04902558773756027,
-0.13288724422454834,
0.11909494549036026,
-0.046939969062805176,
-0.08855468034744263,
0.0905671939253807,
0.04636148735880852,
-0.25627589225769043,
0.030277416110038757,
0.06508754193782806,
-0.22953841090202332,
-0.4630318880081177,
-0.2507557272911072,
-0.3004630506038666,
0.14451833069324493,
0.15810339152812958,
0.1250150054693222,
-0.23618292808532715,
-0.16316942870616913,
0.05864821746945381,
0.2605683207511902,
0.20150327682495117,
0.23327769339084625,
-0.3842124938964844,
-0.01040540263056755,
-0.258126825094223,
0.3752668499946594,
-0.023440027609467506,
0.5265198349952698,
-0.2364000678062439,
0.11084774881601334,
0.19920432567596436,
0.3797491192817688,
0.4119974374771118,
-0.43674153089523315,
0.31211909651756287,
-0.029036426916718483,
0.17296548187732697,
0.34948694705963135,
-0.25481680035591125,
0.43420398235321045,
0.44518154859542847,
0.0964427962899208,
0.12089411169290543,
0.15034149587154388,
-0.1660158932209015,
-0.40233299136161804,
-0.27939650416374207,
-0.09916454553604126,
-0.1978137195110321,
0.10596173256635666,
0.31938841938972473,
-0.046838320791721344,
-0.033153235912323,
0.33018144965171814,
-0.34474965929985046,
-0.19546939432621002,
-0.010511987842619419,
-0.11847631633281708,
0.1609705090522766,
0.05160650610923767,
-0.05858967825770378,
0.2994738221168518,
0.06005518510937691,
0.056607604026794434,
0.4806616008281708,
0.03944696858525276,
0.025030940771102905,
0.37151098251342773,
-0.1879870444536209,
0.32470980286598206,
-0.1371186524629593,
-0.2970530092716217,
0.3379128575325012,
0.040754083544015884,
-0.3488022983074188,
-0.15309059619903564,
0.10462602227926254,
-0.25818318128585815,
-0.2618081271648407,
-0.1563233584165573,
-0.1067790612578392,
0.04925288259983063,
-0.20825962722301483,
-0.49345800280570984,
0.27344417572021484,
0.4977818429470062,
-0.3501681089401245,
0.25358548760414124,
-0.3135163486003876,
-0.3273327946662903,
0.1499074250459671,
0.03243144601583481,
0.7552204728126526,
-0.24709676206111908,
0.31697359681129456,
-0.4600428342819214,
0.06716761738061905,
0.008199757896363735,
-0.39945825934410095,
0.12340700626373291,
-0.4250827133655548,
-0.3580509424209595,
-0.1449173092842102,
-0.14111265540122986,
0.018852155655622482,
0.4696405529975891,
0.040821630507707596,
0.03989437595009804,
-0.1510104387998581,
0.021585732698440552,
-0.09142769873142242,
-0.25676921010017395,
-0.09558811783790588,
-0.30434054136276245,
0.31245145201683044,
0.1515037566423416,
-0.2343553900718689,
0.09908513724803925,
-0.029833698645234108,
-0.05360128730535507,
-0.22792182862758636,
0.22256845235824585,
-0.3397306501865387,
0.12918563187122345,
-0.5191616415977478,
0.13014891743659973,
-0.10927402228116989,
0.01381450891494751,
0.20910482108592987,
0.29992103576660156,
0.31641003489494324,
0.36177873611450195,
-0.06359853595495224,
0.1356319785118103,
0.3436044156551361,
0.2180134654045105,
-0.25843414664268494,
0.10389621555805206,
0.29545238614082336,
0.16152434051036835,
0.03941609337925911,
-0.28529995679855347,
-0.1933388113975525,
-0.27382686734199524,
-0.3235788941383362,
0.26835229992866516,
0.0029196066316217184,
-0.19891899824142456,
0.02427852526307106,
-0.11087805032730103,
0.061002083122730255,
0.015559578314423561,
0.1157345175743103,
0.4238666892051697,
-0.02092583104968071,
0.5243254899978638,
-0.34540390968322754,
-0.34920987486839294,
0.06384295970201492,
0.6376703381538391,
-0.07075323164463043,
-0.17711018025875092,
0.19358287751674652,
-0.25590577721595764,
-0.2988438904285431,
-0.19648250937461853,
0.13733193278312683,
0.06160372868180275,
-0.18593646585941315,
-0.040169619023799896,
0.03373345360159874,
-0.10015276819467545,
0.22257453203201294,
-0.4149354100227356,
0.0018223304068669677,
0.08366553485393524,
0.09382058680057526,
-0.3515956997871399,
-0.4222254753112793,
-0.3398019075393677,
-0.43312838673591614,
0.14470843970775604,
0.20510949194431305,
-0.4737241864204407,
0.23010270297527313,
0.09232684969902039,
-0.23309876024723053,
-0.23269598186016083,
0.017957020550966263,
0.13070397078990936,
0.26467546820640564,
-0.03880081698298454,
-0.09755325317382812,
-0.2362688034772873,
-0.08609215170145035,
0.06903576850891113,
-0.046472445130348206,
-0.2174895852804184,
-0.02038608118891716,
0.13343821465969086,
0.25569090247154236,
-0.3523869216442108,
0.09479781985282898,
-0.36805078387260437,
-0.13117127120494843,
-0.42310991883277893,
0.042178619652986526,
0.30700796842575073,
0.1483243852853775,
0.37425488233566284,
0.18870893120765686,
-0.008383175358176231,
-0.12447432428598404,
0.14814266562461853,
-0.16771548986434937,
-0.2091805636882782,
-0.2064441442489624,
0.19404375553131104,
-0.27293917536735535,
-0.050081945955753326,
-0.006316001061350107,
-0.06161844730377197,
0.06531867384910583,
0.055092573165893555,
0.14596886932849884,
-0.07096491754055023,
-0.006733517162501812,
0.13860447704792023,
0.23728293180465698,
-0.0020306510850787163,
-0.05026935786008835,
-0.010389932431280613,
0.23755858838558197,
0.1221282109618187,
0.12178598344326019,
-0.26903244853019714,
0.36273765563964844,
-0.1349639892578125,
0.05760298669338226,
0.28760412335395813,
0.23206286132335663,
-0.2794466018676758,
0.18337009847164154,
-0.039009589701890945,
0.10569757968187332,
-0.3609687089920044,
0.47300517559051514,
-0.05943743884563446,
0.12132181972265244,
0.10098832845687866,
0.41833287477493286,
0.21286939084529877,
-0.0196253452450037,
0.36564910411834717,
0.3269254267215729,
0.10126899927854538,
0.2761337459087372,
-0.3488723039627075,
0.1409066766500473,
-0.6575961709022522,
0.09694284200668335,
-0.03861485794186592,
0.01681380160152912,
0.3265789747238159,
0.07763700932264328,
0.009059349074959755,
-0.032124653458595276,
-0.2968237102031708,
-0.11238052695989609,
-0.08420237898826599,
-0.12608085572719574,
-0.11413287371397018,
0.11896732449531555,
0.10171380639076233,
0.04813243821263313,
-0.2513364255428314,
-0.12841936945915222,
-0.19086259603500366,
0.23669609427452087,
0.18947063386440277,
0.022543251514434814,
0.23108455538749695,
0.027327116578817368,
0.07066760957241058,
-0.019134392961859703,
-0.2209809571504593,
-0.05422623082995415,
-0.5139691233634949,
-0.11813251674175262,
0.26715534925460815,
0.021915340796113014,
0.051673855632543564,
0.11157380789518356,
0.09486261755228043,
0.1615169644355774,
0.25077202916145325,
0.010993530042469501,
-0.3054790496826172,
0.4592895805835724,
-0.11786845326423645,
-0.35373175144195557,
0.09376586228609085,
0.021020714193582535,
-0.07841109484434128,
-0.10898170620203018,
-0.21710574626922607,
0.14532160758972168,
0.13752901554107666,
-0.004011328332126141,
-0.2561239004135132,
-0.501204788684845,
0.07708416134119034,
-0.08053099364042282,
0.18891647458076477,
0.07087402790784836,
0.5467100143432617,
0.03317135199904442,
0.20297501981258392,
-0.551682710647583,
0.0514182485640049,
0.4038560390472412,
0.32212314009666443,
0.4221482574939728,
-0.11191922426223755,
-0.0375206284224987,
0.0698341652750969,
-0.36355528235435486,
0.12411480396986008,
0.24848659336566925,
0.5065731406211853,
0.002005399903282523,
-0.18735574185848236,
0.11791280657052994,
-0.21557515859603882,
0.6327931880950928,
-0.2546354830265045,
0.2672392725944519,
0.3509069085121155,
-0.22996759414672852,
-0.2000049203634262,
0.11872144788503647,
-0.07960763573646545,
0.10355270653963089,
-0.38369712233543396,
0.32404783368110657,
0.21627336740493774,
0.09568856656551361,
-0.20023730397224426,
-0.22552326321601868,
0.183805912733078,
0.47271284461021423,
0.45948711037635803,
0.2286718487739563,
0.0339515320956707,
0.03512105718255043,
0.36506935954093933,
-0.4535735845565796,
0.05475829169154167,
-0.14160369336605072,
-0.09210097044706345,
-0.20047786831855774,
0.08679139614105225,
-0.5620108842849731,
-0.12653152644634247,
-0.37229785323143005,
0.017425548285245895,
-0.19917908310890198,
0.2697778642177582,
0.01733040064573288,
0.022968798875808716,
-0.2298799753189087,
0.0992419421672821,
0.3050502836704254,
0.20276960730552673,
-0.11153004318475723,
0.3502509593963623,
-0.48403260111808777,
-0.15117309987545013,
0.3006496727466583,
-0.2600477933883667,
-0.3285696804523468,
-0.013343899510800838,
0.37328946590423584,
0.147262305021286,
-0.21728424727916718,
0.010692812502384186,
0.06261909753084183,
0.32449981570243835,
-0.3747301995754242,
-0.08604422956705093,
-0.022511538118124008,
-0.3646334409713745,
0.09160300344228745,
-0.1782129406929016,
0.5489762425422668,
-0.009465730749070644,
-0.20975911617279053,
0.0720798522233963,
-0.21575811505317688
] |
https://github.com/huggingface/datasets/issues/2065 | Only user permission of saved cache files, not group | Hi @stas00,
For this should we use the same umask code in the respective model directory inside `TRANSFORMERS_CACHE`? | Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions? | 18 | Only user permission of saved cache files, not group
Hello,
It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you know any ways around this or a way to correctly set the permissions?
Hi @stas00,
For this should we use the same umask code in the respective model directory inside `TRANSFORMERS_CACHE`? | [
-0.20815670490264893,
0.11179564148187637,
-0.061236076056957245,
0.040736690163612366,
-0.006120169535279274,
0.12794162333011627,
0.3894425928592682,
0.0571594201028347,
-0.21278126537799835,
-0.041988786309957504,
-0.19218532741069794,
-0.12315960228443146,
0.10957247763872147,
-0.33432185649871826,
-0.06807149201631546,
0.1472346931695938,
0.1823887676000595,
-0.0031140863429754972,
-0.03652191534638405,
-0.12637487053871155,
-0.12844406068325043,
-0.08202183991670609,
-0.03726049140095711,
-0.09275726974010468,
-0.4490080773830414,
-0.13689537346363068,
0.24837355315685272,
0.15584693849086761,
-0.007317651994526386,
-0.06543345749378204,
0.2889898121356964,
0.5932965278625488,
0.23361441493034363,
0.14486514031887054,
-0.00011699362221406773,
-0.11807918548583984,
0.039127059280872345,
-0.12116686254739761,
0.045708589255809784,
0.25009480118751526,
0.0250783022493124,
0.09063708037137985,
-0.13915547728538513,
-0.09568312019109726,
-0.19041480123996735,
0.3318997919559479,
0.11942531913518906,
-0.5785185694694519,
0.5322911739349365,
0.1401568055152893,
0.1309339702129364,
-0.014124542474746704,
-0.34081003069877625,
0.10062655806541443,
0.2094191014766693,
0.17732927203178406,
-0.14003583788871765,
0.018630364909768105,
0.31942039728164673,
-0.21089808642864227,
-0.07113397866487503,
0.09768344461917877,
-0.21373064815998077,
0.08673502504825592,
0.13409164547920227,
-0.07249664515256882,
-0.13304753601551056,
-0.5008394718170166,
0.1076871007680893,
0.005132760386914015,
0.7109178304672241,
-0.1423662304878235,
-0.6123546361923218,
-0.056064754724502563,
-0.033714186400175095,
0.38462206721305847,
0.3383275866508484,
0.28566980361938477,
-0.045028604567050934,
0.3755662739276886,
-0.5367852449417114,
0.0684913694858551,
-0.22871313989162445,
-0.04216120019555092,
0.13869799673557281,
0.20501147210597992,
-0.009667985141277313,
0.08899620920419693,
-0.08278519660234451,
-0.0961591973900795,
0.24550184607505798,
-0.0053518665954470634,
-0.30072715878486633,
0.3485356867313385,
-0.18207797408103943,
-0.04263021796941757,
-0.22020839154720306,
0.33568885922431946,
0.16676613688468933,
0.34362438321113586,
0.18892724812030792,
0.17372041940689087,
0.1336091011762619,
0.22004222869873047,
0.007802578154951334,
0.2346309870481491,
0.37913399934768677,
0.5106109380722046,
0.5242034196853638,
-0.3071648180484772,
-0.20087642967700958,
-0.03526642173528671,
0.05759183689951897,
-0.25706732273101807,
0.030737966299057007,
0.35711121559143066,
-0.015263112261891365,
-0.18888810276985168,
0.21967534720897675,
-0.03493138775229454,
-0.06663955748081207,
-0.2599709630012512,
0.07115670293569565,
0.3590393662452698,
0.1452922374010086,
-0.039097972214221954,
0.0123909218236804,
0.14154185354709625,
-0.003733012592419982,
-0.33805644512176514,
-0.013078558258712292,
-0.3680550158023834,
-0.325483500957489,
0.4648858308792114,
0.4442017078399658,
0.08915281295776367,
0.03967447206377983,
0.13464537262916565,
0.20656999945640564,
-0.2064383625984192,
0.37500497698783875,
0.001363549497909844,
0.4003739058971405,
0.4353657066822052,
0.24599523842334747,
0.3363814353942871,
0.015128289349377155,
-0.08096317201852798,
-0.14400731027126312,
0.3134813606739044,
-0.24287676811218262,
-0.19312575459480286,
0.471935898065567,
0.036061398684978485,
-0.043691277503967285,
0.2789411246776581,
-0.2668830156326294,
0.02632994018495083,
0.6654946208000183,
-0.09026863425970078,
0.4075945317745209,
0.3725254237651825,
-0.11058621853590012,
-0.40500980615615845,
-0.06724582612514496,
0.34890830516815186,
-0.010278523899614811,
-0.12888021767139435,
-0.014126624912023544,
-0.0060506463050842285,
-0.09852425009012222,
0.46306198835372925,
-0.09636406600475311,
0.16965894401073456,
-0.09435084462165833,
0.09779567271471024,
0.5256635546684265,
-0.17327404022216797,
-0.6490617990493774,
0.15004906058311462,
0.20325106382369995,
-0.10298153012990952,
0.2669628858566284,
0.01399239618331194,
-0.06500330567359924,
-0.13462689518928528,
-0.07697509974241257,
0.37909412384033203,
0.1322382241487503,
0.26265019178390503,
0.03444862738251686,
0.02482636831700802,
0.01665402390062809,
-0.030000995844602585,
0.1266816109418869,
0.36901071667671204,
0.24322590231895447,
-0.193095862865448,
0.30394604802131653,
-0.2294328510761261,
0.26386576890945435,
0.4840603172779083,
0.17771998047828674,
-0.16016912460327148,
0.08623957633972168,
-0.01896265707910061,
-0.417161762714386,
0.25498825311660767,
-0.31257346272468567,
-0.31930220127105713,
-0.007652866654098034,
-0.5207281112670898,
0.07624571770429611,
-0.2444818764925003,
-0.2063017636537552,
-0.21497692167758942,
0.02280769683420658,
-0.04470327869057655,
0.1049690991640091,
-0.41116204857826233,
0.11102791875600815,
0.34646522998809814,
0.3115406334400177,
0.049517761915922165,
-0.1932005137205124,
0.18174077570438385,
-0.1896055042743683,
-0.0689438059926033,
-0.33766984939575195,
-0.11105932295322418,
0.20502598583698273,
-0.01927381008863449,
-0.28877291083335876,
0.29575932025909424,
0.14303617179393768,
0.007831665687263012,
-0.14203812181949615,
0.32612401247024536,
0.07837311178445816,
0.04708163067698479,
0.05941025912761688,
-0.10946592688560486,
-0.12912915647029877,
-0.101789191365242,
-0.36487877368927,
0.3784070909023285,
-0.08484426140785217,
-0.07702076435089111,
-0.17340461909770966,
0.2051728516817093,
0.15647661685943604,
0.00750138470903039,
-0.13633166253566742,
-0.16565872728824615,
-0.06126056984066963,
0.16250060498714447,
0.40348121523857117,
0.21031945943832397,
0.2471069097518921,
-0.025975551456212997,
0.3793472349643707,
0.1497155874967575,
0.0658816248178482,
-0.06585066020488739,
-0.19658637046813965,
0.0703301653265953,
0.18888890743255615,
0.32149964570999146,
0.27103692293167114,
0.01384382788091898,
0.29410320520401,
-0.2110760360956192,
0.4143127501010895,
-0.15996412932872772,
0.010028393007814884,
0.043276164680719376,
-0.08962757885456085,
-0.13113848865032196,
-0.17033812403678894,
-0.035745009779930115,
-0.01159901823848486,
0.28496459126472473,
0.09546133875846863,
0.07645443081855774,
-0.30828940868377686,
-0.06911753118038177,
-0.006002111826092005,
-0.1206069365143776,
0.2113468199968338,
0.008836979046463966,
-0.5343111157417297,
0.013432124629616737,
-0.15192171931266785,
0.1806577742099762,
-0.04566378891468048,
0.26926949620246887,
-0.06770646572113037,
0.1702594757080078,
-0.016708876937627792,
0.00045383480028249323,
-0.3200586140155792,
0.13854891061782837,
0.11853361129760742,
0.003967082127928734,
0.20436038076877594,
-0.6563031673431396,
-0.027507610619068146,
0.0460507795214653,
0.3301208019256592,
-0.21555687487125397,
-0.05562209710478783,
-0.16080673038959503,
0.09058158844709396,
0.07824349403381348,
-0.49640363454818726,
0.00020696198043879122,
-0.10861600935459137,
-0.06543546169996262,
-0.0726546123623848,
-0.2998086214065552,
-0.15918304026126862,
0.029573870822787285,
-0.02227090857923031,
-0.098871149122715,
-0.22201839089393616,
-0.04800764471292496,
-0.19374074041843414,
-0.12970943748950958,
0.47647809982299805,
0.11653496325016022,
0.15817254781723022,
-0.00767716858536005,
-0.24292823672294617,
-0.4943926930427551,
-0.19731280207633972,
0.2132524698972702,
-0.24778404831886292,
-0.522106409072876,
0.40467360615730286,
-0.5165215730667114,
-0.4042018949985504,
-0.03789142146706581,
0.12063639611005783,
0.1027633398771286,
0.4209199547767639,
0.12236995249986649,
0.010921144858002663,
-0.2580070495605469,
0.06677836179733276,
-0.14466096460819244,
0.07875917851924896,
-0.030086897313594818,
0.01938396506011486,
0.19900596141815186,
0.02844383381307125,
-0.09901440143585205,
0.04244453087449074,
-0.018902847543358803,
-0.1615501046180725,
-0.002379921032115817,
0.11946661025285721,
0.15785840153694153,
0.5748956203460693,
0.5152829885482788,
0.3354965150356293,
0.16768965125083923,
0.4023928642272949,
0.45401158928871155,
0.10085418820381165,
-0.05855588987469673,
0.04098038002848625,
0.020249713212251663,
-0.21650967001914978,
0.12308355420827866,
0.09020701050758362,
-0.16556890308856964,
0.015207547694444656,
-0.06411712616682053,
-0.1857696771621704,
-0.5319418907165527,
-0.14086870849132538,
-0.2721814215183258,
0.1616268903017044,
0.15762421488761902,
0.12660519778728485,
-0.28795862197875977,
-0.10875098407268524,
0.11601565033197403,
0.3581828474998474,
0.1002250388264656,
0.303680956363678,
-0.5236626863479614,
-0.01166609488427639,
-0.29404115676879883,
0.37122228741645813,
-0.052674800157547,
0.47818344831466675,
-0.1404578983783722,
0.13592733442783356,
0.17580093443393707,
0.2980239987373352,
0.4374080002307892,
-0.5280731320381165,
0.23661749064922333,
-0.08742015063762665,
0.017615865916013718,
0.2904192805290222,
-0.21598975360393524,
0.3345877230167389,
0.3485824167728424,
0.15344418585300446,
0.23273231089115143,
0.1184232160449028,
-0.1943306177854538,
-0.4178481996059418,
-0.34189826250076294,
-0.199885755777359,
-0.28100380301475525,
0.08846025168895721,
0.2675313353538513,
-0.15634562075138092,
-0.12384538352489471,
0.3386440873146057,
-0.4243190586566925,
-0.16917839646339417,
-0.030950430780649185,
-0.25322699546813965,
0.151633620262146,
0.12433852255344391,
0.038024917244911194,
0.31626754999160767,
-0.08698442578315735,
-0.04933369904756546,
0.402851939201355,
-0.06701964884996414,
0.19036613404750824,
0.3316856324672699,
-0.21631745994091034,
0.2620120942592621,
-0.1415674388408661,
-0.3252258002758026,
0.3678046464920044,
-0.013758692890405655,
-0.2971775233745575,
-0.12931689620018005,
0.24090003967285156,
-0.15910840034484863,
-0.21081994473934174,
-0.16389009356498718,
-0.198097363114357,
0.11509642750024796,
-0.24453945457935333,
-0.628033459186554,
0.20983238518238068,
0.5318976044654846,
-0.30561646819114685,
0.09316129237413406,
-0.3135223090648651,
-0.3025103211402893,
0.4424116909503937,
0.06268985569477081,
0.8635251522064209,
-0.22366929054260254,
0.38695791363716125,
-0.5408220887184143,
0.07003626972436905,
0.09280022233724594,
-0.69273841381073,
0.16626538336277008,
-0.4834659695625305,
-0.34034132957458496,
-0.15004675090312958,
-0.12808842957019806,
0.051707956939935684,
0.5709947943687439,
-0.022260136902332306,
0.11497745662927628,
-0.03657431900501251,
-0.027195336297154427,
-0.10760609805583954,
-0.1904333531856537,
-0.11430089175701141,
-0.24195940792560577,
0.3502940535545349,
0.06272576004266739,
-0.12591542303562164,
0.15669475495815277,
-0.04389042407274246,
-0.08002535998821259,
-0.25016117095947266,
0.17296771705150604,
-0.2542051672935486,
0.06477265805006027,
-0.6468900442123413,
0.21808230876922607,
-0.08377202600240707,
-0.025067105889320374,
0.1623345911502838,
0.4216914474964142,
0.40394139289855957,
0.3650013208389282,
-0.03147078678011894,
0.10828620195388794,
0.3321976065635681,
0.1446736454963684,
-0.32376089692115784,
0.07231778651475906,
0.2941046953201294,
0.15437926352024078,
0.015210689976811409,
-0.2700214385986328,
-0.15848667919635773,
-0.3013116121292114,
-0.3081582188606262,
0.08675128221511841,
0.10680463910102844,
-0.30214154720306396,
0.0785164162516594,
-0.1490347534418106,
-0.08905112743377686,
0.058759622275829315,
0.05041099712252617,
0.3910546898841858,
-0.09510989487171173,
0.534035325050354,
-0.3091878294944763,
-0.3310889005661011,
0.03592490032315254,
0.6514387726783752,
-0.04537006840109825,
-0.19395941495895386,
0.15757863223552704,
-0.2966131269931793,
-0.27239999175071716,
-0.16780652105808258,
0.0682687908411026,
0.24388274550437927,
-0.39637091755867004,
-0.06856891512870789,
-0.0029537563677877188,
-0.23362302780151367,
0.24513421952724457,
-0.3847491145133972,
0.168964222073555,
0.16393616795539856,
0.024643678218126297,
-0.2654286324977875,
-0.559464156627655,
-0.2834985554218292,
-0.21646259725093842,
0.20274344086647034,
0.23690885305404663,
-0.4887755215167999,
0.10686609148979187,
0.18870748579502106,
-0.18415400385856628,
-0.3159106373786926,
-0.0630159080028534,
0.10146203637123108,
0.09158571064472198,
-0.0882616639137268,
-0.08400877565145493,
-0.13789811730384827,
-0.11527591943740845,
0.049151062965393066,
-0.07116088271141052,
-0.14313463866710663,
-0.023029787465929985,
0.16774235665798187,
0.21873418986797333,
-0.35382744669914246,
0.037171777337789536,
-0.2598273456096649,
-0.08852747082710266,
-0.4373985230922699,
0.10551559925079346,
0.26221975684165955,
0.2569027543067932,
0.38429126143455505,
0.2679116129875183,
-0.06951017677783966,
-0.3964475393295288,
0.16652514040470123,
-0.12369900196790695,
-0.2651291489601135,
-0.12650781869888306,
0.22971072793006897,
-0.31865644454956055,
-0.06101880222558975,
0.07647393643856049,
-0.1375397890806198,
0.21350136399269104,
0.09467333555221558,
0.14673052728176117,
-0.057868845760822296,
-0.03367318585515022,
0.06513932347297668,
0.19825924932956696,
-0.025997471064329147,
-0.04494631662964821,
0.013300266116857529,
0.17370165884494781,
0.08412861078977585,
0.12912632524967194,
-0.256439745426178,
0.25240635871887207,
-0.1515733301639557,
0.04281970113515854,
0.42363378405570984,
0.27727726101875305,
-0.20707598328590393,
0.31707948446273804,
-0.03814961388707161,
0.18263715505599976,
-0.25521960854530334,
0.3662484288215637,
-0.006494080647826195,
0.1493498831987381,
0.1899188905954361,
0.3061319589614868,
0.23712939023971558,
0.07023316621780396,
0.27719417214393616,
0.21583767235279083,
0.14196203649044037,
0.17075884342193604,
-0.3348016142845154,
0.17456482350826263,
-0.6335681080818176,
0.06741746515035629,
-0.07875733077526093,
0.045823339372873306,
0.28075557947158813,
0.17738845944404602,
-0.1100374311208725,
0.1152525395154953,
-0.1991172432899475,
-0.011749033816158772,
-0.1957808881998062,
-0.09850860387086868,
-0.20100899040699005,
0.1680103987455368,
0.12251926958560944,
-0.030128495767712593,
-0.2715130150318146,
-0.1786385029554367,
-0.12180529534816742,
0.15853667259216309,
0.26409387588500977,
0.14307138323783875,
0.3340465724468231,
0.05513367801904678,
0.15709954500198364,
-0.017793919891119003,
-0.2439788281917572,
-0.07396731525659561,
-0.32067781686782837,
-0.13432973623275757,
0.20499929785728455,
0.00006723144178977236,
0.05799263343214989,
0.051121413707733154,
0.11866813898086548,
0.3105686604976654,
0.3402494192123413,
0.01789095625281334,
-0.2919166386127472,
0.2963430881500244,
-0.08277927339076996,
-0.30416661500930786,
-0.0184301920235157,
0.002115087816491723,
-0.054485831409692764,
-0.18349330127239227,
-0.24120530486106873,
0.042990684509277344,
0.09394852817058563,
0.09257814288139343,
-0.17818792164325714,
-0.5503029227256775,
0.09452807158231735,
-0.06584491580724716,
0.07024858891963959,
0.09409929066896439,
0.4745097756385803,
-0.05911149084568024,
0.1857350617647171,
-0.4849860370159149,
0.0060690175741910934,
0.4230896830558777,
0.321577250957489,
0.41205859184265137,
-0.09900321811437607,
-0.044312313199043274,
-0.0291147381067276,
-0.3054763972759247,
0.16313926875591278,
0.2837885916233063,
0.5087831616401672,
-0.023890798911452293,
-0.1826167106628418,
0.06060761585831642,
-0.1670144647359848,
0.5149813294410706,
-0.20890876650810242,
0.13681644201278687,
0.44917386770248413,
-0.21774226427078247,
-0.21925409138202667,
0.10720296204090118,
0.04069783166050911,
0.18624462187290192,
-0.3907718360424042,
0.273878276348114,
0.2794937193393707,
0.045857224613428116,
-0.22873163223266602,
-0.17715346813201904,
0.2512519657611847,
0.5285201072692871,
0.40625062584877014,
0.24997425079345703,
0.007982139475643635,
-0.052331384271383286,
0.3134743571281433,
-0.3260476291179657,
0.13643845915794373,
-0.16926246881484985,
-0.13737604022026062,
-0.18826788663864136,
0.13720428943634033,
-0.5929566025733948,
-0.26248282194137573,
-0.3854258358478546,
-0.09654437005519867,
-0.13142427802085876,
0.048225242644548416,
0.04453713819384575,
0.07566826045513153,
-0.20004825294017792,
0.1109345406293869,
0.40550434589385986,
0.31002935767173767,
-0.11487266421318054,
0.34894272685050964,
-0.4045487940311432,
-0.061026498675346375,
0.32571613788604736,
-0.23062114417552948,
-0.21781344711780548,
-0.07273121923208237,
0.33829405903816223,
0.1306983381509781,
-0.21674668788909912,
-0.09889256954193115,
0.10647570341825485,
0.30803993344306946,
-0.36443114280700684,
-0.12644807994365692,
0.049994926899671555,
-0.14133237302303314,
0.02343888208270073,
-0.21859513223171234,
0.5168437361717224,
0.025842633098363876,
-0.2161867320537567,
0.01224376168102026,
-0.256996214389801
] |
https://github.com/huggingface/datasets/issues/2061 | Cannot load udpos subsets from xtreme dataset using load_dataset() | @lhoestq Adding "_" to the class labels in the dataset script will fix the issue.
The bigger issue IMO is that the data files are in conll format, but the examples are tokens, not sentences. | Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
| 35 | Cannot load udpos subsets from xtreme dataset using load_dataset()
Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
@lhoestq Adding "_" to the class labels in the dataset script will fix the issue.
The bigger issue IMO is that the data files are in conll format, but the examples are tokens, not sentences. | [
-0.34640318155288696,
-0.07528641819953918,
0.002613973570987582,
0.4443909525871277,
0.3713300824165344,
0.06911943852901459,
0.24056868255138397,
0.0394754521548748,
0.5101771354675293,
0.20612460374832153,
-0.3589056432247162,
0.05270497500896454,
0.0860961377620697,
0.08086590468883514,
0.1144123524427414,
-0.31510457396507263,
-0.06024928763508797,
0.017356043681502342,
-0.2503679692745209,
-0.06550421565771103,
-0.4105168581008911,
-0.06232607364654541,
-0.30465835332870483,
0.10954292118549347,
-0.17110316455364227,
0.2064574807882309,
0.014145503751933575,
0.16473369300365448,
-0.3150220215320587,
-0.49502214789390564,
0.5633595585823059,
0.018032709136605263,
0.5800749063491821,
0.22132189571857452,
-0.00012534325651358813,
0.10603858530521393,
0.4861794710159302,
-0.06130566447973251,
-0.3452349901199341,
-0.4049578607082367,
-0.41898828744888306,
-0.13159716129302979,
-0.06906148791313171,
-0.09646529704332352,
0.10452752560377121,
-0.004399124998599291,
-0.08233433961868286,
-0.25856226682662964,
0.33210286498069763,
0.3678758144378662,
0.09417030215263367,
0.372028648853302,
0.06185821071267128,
-0.22116512060165405,
0.4757199287414551,
-0.04227086901664734,
-0.14890769124031067,
0.15637381374835968,
0.4271000921726227,
-0.3246814012527466,
0.1801450550556183,
0.12462534010410309,
-0.20913945138454437,
0.22491706907749176,
-0.16371791064739227,
0.05600580945611,
0.18213476240634918,
-0.2583509683609009,
0.23912464082241058,
0.13496530055999756,
0.8412336111068726,
-0.15123896300792694,
-0.4147814214229584,
0.018238898366689682,
-0.10140609741210938,
-0.355482280254364,
0.1830144077539444,
0.0008576518739573658,
-0.057887014001607895,
0.07884155213832855,
-0.07679964601993561,
-0.0602421909570694,
0.050375811755657196,
0.289072722196579,
-0.1434580534696579,
0.2910362780094147,
0.0541207417845726,
0.13386079668998718,
0.323951780796051,
-0.10892032831907272,
0.49014008045196533,
0.09794227033853531,
-0.07307172566652298,
0.24106019735336304,
-0.32311663031578064,
0.2865314781665802,
-0.07560479640960693,
-0.3037874698638916,
0.2389640063047409,
-0.10459776222705841,
-0.10120714455842972,
0.003955868072807789,
-0.144365131855011,
0.3295549750328064,
0.4467025697231293,
0.2585926353931427,
0.3614310324192047,
0.2899976074695587,
0.10725408792495728,
0.15876848995685577,
-0.05657316744327545,
-0.06338642537593842,
-0.44746100902557373,
-0.21606256067752838,
0.08579187840223312,
-0.02712981589138508,
0.15717048943042755,
-0.45061856508255005,
-0.5827982425689697,
0.044834211468696594,
-0.1629014015197754,
-0.21788379549980164,
0.05834979936480522,
0.26888948678970337,
0.1545640528202057,
0.4297795593738556,
0.045862406492233276,
0.4458411931991577,
-0.4962797164916992,
-0.26598066091537476,
-0.054423850029706955,
0.16876259446144104,
-0.418963760137558,
0.05851347744464874,
0.14394254982471466,
0.005287135485559702,
0.21485795080661774,
0.01677551679313183,
0.26567429304122925,
-0.24525345861911774,
0.12882931530475616,
-0.235885888338089,
-0.2444218099117279,
0.35405153036117554,
0.31052419543266296,
0.12189780175685883,
0.27113059163093567,
-0.37467625737190247,
-0.07859892398118973,
0.2891557812690735,
-0.22251096367835999,
-0.23501184582710266,
0.09094387292861938,
0.032854899764060974,
-0.17969107627868652,
0.05502031370997429,
-1.0357831716537476,
-0.0764576718211174,
0.08510317653417587,
0.10693303495645523,
-0.015508895739912987,
-0.2755296230316162,
-0.1712111532688141,
0.002595613244920969,
0.2848055362701416,
0.5355799198150635,
-0.28687137365341187,
-0.04640650749206543,
-0.1408398151397705,
-0.0400896780192852,
0.3355933129787445,
0.3613087832927704,
-0.3357941806316376,
0.07375438511371613,
-0.12798506021499634,
0.10571114718914032,
0.1982140839099884,
-0.51507568359375,
-0.48036572337150574,
0.16409754753112793,
0.05092811584472656,
-0.01618768647313118,
-0.08576048910617828,
-0.3274519741535187,
0.23931796848773956,
0.03572060167789459,
0.1953127235174179,
0.25892436504364014,
0.058097515255212784,
-0.0908871442079544,
-0.17510190606117249,
-0.09859495609998703,
0.13611330091953278,
0.42719197273254395,
0.29112479090690613,
0.14539998769760132,
0.26148784160614014,
0.4392363727092743,
0.04362192749977112,
0.016575424000620842,
0.013182515278458595,
0.3216632306575775,
0.03336002677679062,
0.0902012288570404,
0.03624095022678375,
-0.05934450402855873,
-0.42229002714157104,
0.2021971493959427,
-0.09310019016265869,
-0.0453704334795475,
0.09755405783653259,
0.1812402456998825,
-0.38971108198165894,
0.12302235513925552,
-0.32474491000175476,
-0.31970450282096863,
-0.09428925067186356,
0.08660388737916946,
-0.09641359001398087,
-0.08180830627679825,
-0.1698000431060791,
0.08066827058792114,
-0.07154851406812668,
0.1103203222155571,
-0.37545156478881836,
0.4191194474697113,
0.049578238278627396,
-0.06489014625549316,
0.08072394877672195,
0.20630010962486267,
0.22997990250587463,
-0.1260800063610077,
-0.17538128793239594,
0.18774232268333435,
0.6032564640045166,
-0.17918287217617035,
0.1357363760471344,
-0.04410390183329582,
0.3042582869529724,
-0.3885694146156311,
0.1962026059627533,
-0.027381669729948044,
0.11872163414955139,
0.11306479573249817,
0.05983028933405876,
0.2541896104812622,
-0.03597460314631462,
0.1840638518333435,
-0.12819059193134308,
0.12247266620397568,
0.3874267637729645,
0.0022268458269536495,
0.06135931983590126,
-0.29249584674835205,
0.5102493762969971,
0.32502925395965576,
0.3184416592121124,
0.052479080855846405,
-0.14598646759986877,
-0.22427284717559814,
-0.1109304279088974,
-0.1516297608613968,
0.08167168498039246,
0.15156985819339752,
-0.22369910776615143,
0.044475775212049484,
0.20372256636619568,
0.23733538389205933,
0.32943350076675415,
0.02146703191101551,
0.07584703713655472,
-0.0468033142387867,
0.023762766271829605,
0.07017688453197479,
-0.009797520935535431,
-0.07181675732135773,
-0.10157562792301178,
0.06444068998098373,
0.0008363314555026591,
-0.20575770735740662,
-0.22481165826320648,
0.07293934375047684,
0.23779715597629547,
0.42306965589523315,
-0.30031639337539673,
0.047321975231170654,
-0.4231782853603363,
-0.15952913463115692,
0.13899633288383484,
-0.08027945458889008,
-0.03873107209801674,
-0.1483372002840042,
-0.31891316175460815,
0.27781546115875244,
0.3382665812969208,
0.1288224309682846,
0.10790964215993881,
-0.2398621141910553,
-0.024733060970902443,
-0.2022276520729065,
0.16747763752937317,
-0.19168277084827423,
-0.1363239884376526,
-0.11427710205316544,
0.23435340821743011,
0.1731063574552536,
0.09741006791591644,
-0.3408341705799103,
-0.04541347920894623,
-0.23199711740016937,
-0.0555945485830307,
0.2320307493209839,
-0.0026652489323168993,
0.30958718061447144,
-0.07700043171644211,
0.14246325194835663,
-0.35867589712142944,
0.036472633481025696,
0.3661395013332367,
0.021217459812760353,
-0.16787968575954437,
0.26772770285606384,
-0.012351756915450096,
-0.1251048892736435,
0.023681486025452614,
-0.1473119854927063,
-0.29981064796447754,
-0.20938508212566376,
0.017121654003858566,
0.048265744000673294,
0.023905029520392418,
-0.04711546376347542,
0.039598848670721054,
0.038050007075071335,
0.17748814821243286,
-0.17492927610874176,
-0.34034380316734314,
-0.4319576621055603,
0.4691959619522095,
-0.2710251808166504,
-0.24750059843063354,
0.08169692754745483,
0.04735611379146576,
0.2014109194278717,
0.3418828845024109,
-0.46034082770347595,
-0.07378628849983215,
-0.11739278584718704,
0.16462557017803192,
0.07586102187633514,
0.1864938884973526,
0.046967290341854095,
-0.13114893436431885,
0.15852029621601105,
-0.07704134285449982,
-0.33956682682037354,
-0.10581044852733612,
0.24256329238414764,
0.25783902406692505,
-0.10521668940782547,
0.4483571946620941,
-0.2508384585380554,
0.2393934726715088,
-0.01294576283544302,
0.289110392332077,
0.5426396727561951,
-0.08933340758085251,
0.15291275084018707,
-0.32179391384124756,
-0.31435248255729675,
-0.09971155226230621,
-0.19487519562244415,
-0.13899016380310059,
0.04835706949234009,
0.026965510100126266,
-0.14914605021476746,
-0.27067485451698303,
-0.052907947450876236,
-0.08796107769012451,
-0.1746995747089386,
-0.05534324049949646,
-0.06937798112630844,
0.32938557863235474,
-0.05049335956573486,
0.27914994955062866,
0.01361740380525589,
-0.040418896824121475,
-0.1539396345615387,
0.22464250028133392,
0.12359973043203354,
0.2225521206855774,
-0.3244822025299072,
0.1071845293045044,
-0.2705764174461365,
0.35297152400016785,
-0.04078780114650726,
0.7153816819190979,
-0.14472679793834686,
0.3261326849460602,
0.11281713098287582,
0.038127027451992035,
0.10555662214756012,
-0.29159632325172424,
0.1107802614569664,
0.02591034770011902,
-0.43943849205970764,
-0.057181645184755325,
-0.03271926939487457,
-0.04879248887300491,
-0.06407037377357483,
-0.029191523790359497,
0.26154059171676636,
-0.24738410115242004,
-0.10460549592971802,
-0.021286822855472565,
0.3048669099807739,
-0.04211358726024628,
-0.24261800944805145,
-0.3949684798717499,
-0.5412188172340393,
-0.4392503499984741,
-0.18904897570610046,
0.1465298980474472,
0.15771298110485077,
-0.07987193763256073,
0.20453967154026031,
-0.15882907807826996,
0.10533057153224945,
0.22422944009304047,
0.084091916680336,
0.27255943417549133,
-0.033014457672834396,
0.1534871608018875,
0.2682335674762726,
-0.16656053066253662,
0.7140191793441772,
0.7792878746986389,
-0.1654733270406723,
-0.3519229292869568,
0.2531236410140991,
-0.07656962424516678,
0.021769041195511818,
-0.05635560676455498,
-0.026279272511601448,
0.04735977202653885,
-0.1993347555398941,
-0.17018304765224457,
-0.046421412378549576,
0.19832192361354828,
0.19671925902366638,
0.15442386269569397,
-0.2928840219974518,
-0.7532661557197571,
0.5231230854988098,
0.07335072755813599,
0.11949140578508377,
0.2948041558265686,
-0.09946618229150772,
-0.18771131336688995,
0.2691774070262909,
0.10974043607711792,
0.7309185862541199,
-0.40244290232658386,
0.06639967113733292,
0.1255253702402115,
0.03905387222766876,
0.09694751352071762,
-0.03893978148698807,
-0.25493746995925903,
-0.18996389210224152,
-0.2134169042110443,
-0.14643681049346924,
-0.16306522488594055,
0.2815147936344147,
0.15234123170375824,
-0.0743446797132492,
0.28194645047187805,
-0.17344960570335388,
-0.02855612151324749,
0.23774757981300354,
0.11795371770858765,
-0.08527343720197678,
-0.3346664309501648,
-0.570162832736969,
0.06952619552612305,
-0.17449237406253815,
0.21966442465782166,
-0.022928306832909584,
0.04462621361017227,
-0.07708926498889923,
-0.055821217596530914,
-0.3917289972305298,
0.3648408353328705,
-0.27481818199157715,
0.3384895920753479,
-0.1301482617855072,
-0.3494687080383301,
0.18923398852348328,
0.4507746994495392,
0.22845685482025146,
0.14010928571224213,
-0.1527663767337799,
0.07425945997238159,
0.2642703652381897,
-0.25238364934921265,
-0.030452542006969452,
-0.10021744668483734,
-0.06935514509677887,
-0.023043137043714523,
-0.2731993496417999,
0.14196501672267914,
-0.07024788856506348,
-0.2247539758682251,
-0.07429403066635132,
0.13919122517108917,
0.028741903603076935,
-0.0994306206703186,
-0.3413543403148651,
-0.0718901976943016,
0.03511866554617882,
-0.1643306016921997,
-0.006722416263073683,
0.2091258317232132,
-0.09398096799850464,
0.011095618829131126,
0.05714891850948334,
-0.33624085783958435,
0.0208261888474226,
0.45986998081207275,
-0.06713680177927017,
-0.10354215651750565,
0.5126205086708069,
0.220763698220253,
-0.20533375442028046,
-0.1291891187429428,
0.2668744921684265,
0.3432774841785431,
-0.24352428317070007,
0.02479379251599312,
-0.1015286073088646,
0.12263856828212738,
0.016965018585324287,
0.01908383145928383,
0.23217612504959106,
-0.35060885548591614,
0.3566075265407562,
-0.5912507176399231,
-0.3739054203033447,
0.19041545689105988,
-0.18425226211547852,
0.020910751074552536,
-0.023007730022072792,
0.011408920399844646,
-0.1538708657026291,
-0.08554083108901978,
-0.11315358430147171,
0.11046397686004639,
-0.35552892088890076,
0.05317544937133789,
0.23331157863140106,
-0.003837547730654478,
0.02661791257560253,
-0.17022128403186798,
0.008407372049987316,
0.13824641704559326,
0.03584565594792366,
-0.038531482219696045,
-0.1823156327009201,
0.2142098844051361,
0.1291014403104782,
-0.3466271758079529,
0.009542066603899002,
-0.2173159122467041,
-0.04067789018154144,
-0.1456345021724701,
0.17523430287837982,
0.46423134207725525,
-0.05088549852371216,
0.11629126220941544,
0.2020447552204132,
0.1192644014954567,
-0.36100485920906067,
0.3773382008075714,
-0.05974655598402023,
0.21924030780792236,
0.10528089851140976,
0.19968561828136444,
0.2261883020401001,
0.12845365703105927,
-0.29863885045051575,
-0.0918608009815216,
0.25436222553253174,
-0.0207492858171463,
0.2784877419471741,
-0.424655020236969,
0.38469767570495605,
0.09340240061283112,
0.13926944136619568,
0.4423637390136719,
-0.27087095379829407,
0.06683043390512466,
0.32262417674064636,
0.027771878987550735,
-0.23967856168746948,
-0.1068023070693016,
0.11431463062763214,
0.05672271549701691,
-0.13262492418289185,
0.3174370527267456,
0.39816394448280334,
0.06588369607925415,
-0.14058348536491394,
0.036622751504182816,
0.06292079389095306,
-0.14363762736320496,
0.05199296027421951,
0.6180886030197144,
0.018258066847920418,
0.212153360247612,
0.06275149434804916,
0.22510570287704468,
-0.02615297958254814,
0.3331250250339508,
-0.1577175408601761,
0.4461425244808197,
0.21345612406730652,
0.19085952639579773,
-0.327781617641449,
-0.5346594452857971,
-0.16996900737285614,
0.32047995924949646,
0.09440161287784576,
-0.02571253292262554,
-0.2086394727230072,
0.24226462841033936,
-0.18227189779281616,
0.15879711508750916,
-0.06975604593753815,
0.1305377185344696,
-0.03403623402118683,
-0.1838853806257248,
-0.1329226791858673,
-0.15208259224891663,
-0.5502749085426331,
0.1870928257703781,
-0.2470206916332245,
-0.1265384554862976,
0.19390380382537842,
0.1568962186574936,
-0.1329803317785263,
-0.3558677136898041,
-0.050960805267095566,
0.3773248791694641,
-0.34378597140312195,
-0.3400721251964569,
0.3964485824108124,
0.017726752907037735,
0.01727033220231533,
0.24953152239322662,
0.13938021659851074,
0.33069801330566406,
0.42049986124038696,
-0.3608880937099457,
-0.1154860183596611,
0.06133892387151718,
0.07740160822868347,
0.07656557857990265,
0.19793115556240082,
0.019552456215023994,
0.2065381556749344,
0.3709865212440491,
-0.011409864760935307,
-0.013940542936325073,
-0.03165751323103905,
0.15727047622203827,
-0.22972635924816132,
-0.08797706663608551,
0.22997447848320007,
-0.04816097393631935,
0.19987687468528748,
-0.11763796210289001,
0.024510007351636887,
-0.24237388372421265,
0.021785834804177284,
0.5751786231994629,
0.01033906452357769,
0.10682892799377441,
0.059291768819093704,
-0.0527462400496006,
-0.1844875067472458,
0.39573705196380615,
0.6384896636009216,
0.34862250089645386,
-0.40219545364379883,
-0.19086426496505737,
-0.7238461971282959,
0.059811633080244064,
-0.4783252477645874,
-0.25687938928604126,
0.5058495998382568,
-0.07415737211704254,
0.10183132439851761,
0.3911999762058258,
-0.09394119679927826,
0.2525466978549957,
0.18576456606388092,
0.29510268568992615,
-0.26200056076049805,
-0.25890880823135376,
0.4163457453250885,
0.2090042680501938,
-0.17860129475593567,
-0.4936586916446686,
-0.010533937253057957,
0.04262426868081093,
-0.09226181358098984,
-0.18249140679836273,
0.041756149381399155,
0.1412571221590042,
0.37909209728240967,
0.19336539506912231,
0.05841187760233879,
0.776093602180481,
-0.02572420798242092,
-0.06480171531438828,
-0.07898280024528503,
-0.6323980093002319,
-0.05423605442047119,
0.06052100658416748,
0.0649561956524849,
0.12961982190608978,
-0.10221368819475174,
-0.1126851737499237,
-0.3824731111526489,
0.30614030361175537,
-0.12557537853717804,
-0.14835208654403687,
-0.23188383877277374,
-0.004364101681858301,
-0.050850726664066315,
-0.06284968554973602,
-0.02813306637108326,
0.06108856573700905,
0.12244822084903717,
0.35521772503852844,
-0.12596504390239716,
-0.22627872228622437,
0.39892545342445374,
-0.05346270278096199,
-0.4505840241909027,
0.07258205860853195,
-0.11923103779554367,
0.3350658714771271,
-0.21185745298862457,
-0.46142470836639404,
0.19214020669460297,
0.2282828688621521,
-0.14500641822814941,
-0.364592045545578,
0.03540448471903801,
0.1440642774105072,
0.10550908744335175,
-0.11913534998893738,
0.60804682970047,
0.00681428425014019,
-0.1588616520166397,
0.10727094858884811,
-0.17213541269302368
] |
https://github.com/huggingface/datasets/issues/2061 | Cannot load udpos subsets from xtreme dataset using load_dataset() | Hi ! Thanks for reporting @adzcodez
> @lhoestq Adding "_" to the class labels in the dataset script will fix the issue.
>
> The bigger issue IMO is that the data files are in conll format, but the examples are tokens, not sentences.
You're right: "_" should be added to the list of labels, and the examples must be sequences of tokens, not singles tokens.
| Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
| 66 | Cannot load udpos subsets from xtreme dataset using load_dataset()
Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
Hi ! Thanks for reporting @adzcodez
> @lhoestq Adding "_" to the class labels in the dataset script will fix the issue.
>
> The bigger issue IMO is that the data files are in conll format, but the examples are tokens, not sentences.
You're right: "_" should be added to the list of labels, and the examples must be sequences of tokens, not singles tokens.
| [
-0.34640318155288696,
-0.07528641819953918,
0.002613973570987582,
0.4443909525871277,
0.3713300824165344,
0.06911943852901459,
0.24056868255138397,
0.0394754521548748,
0.5101771354675293,
0.20612460374832153,
-0.3589056432247162,
0.05270497500896454,
0.0860961377620697,
0.08086590468883514,
0.1144123524427414,
-0.31510457396507263,
-0.06024928763508797,
0.017356043681502342,
-0.2503679692745209,
-0.06550421565771103,
-0.4105168581008911,
-0.06232607364654541,
-0.30465835332870483,
0.10954292118549347,
-0.17110316455364227,
0.2064574807882309,
0.014145503751933575,
0.16473369300365448,
-0.3150220215320587,
-0.49502214789390564,
0.5633595585823059,
0.018032709136605263,
0.5800749063491821,
0.22132189571857452,
-0.00012534325651358813,
0.10603858530521393,
0.4861794710159302,
-0.06130566447973251,
-0.3452349901199341,
-0.4049578607082367,
-0.41898828744888306,
-0.13159716129302979,
-0.06906148791313171,
-0.09646529704332352,
0.10452752560377121,
-0.004399124998599291,
-0.08233433961868286,
-0.25856226682662964,
0.33210286498069763,
0.3678758144378662,
0.09417030215263367,
0.372028648853302,
0.06185821071267128,
-0.22116512060165405,
0.4757199287414551,
-0.04227086901664734,
-0.14890769124031067,
0.15637381374835968,
0.4271000921726227,
-0.3246814012527466,
0.1801450550556183,
0.12462534010410309,
-0.20913945138454437,
0.22491706907749176,
-0.16371791064739227,
0.05600580945611,
0.18213476240634918,
-0.2583509683609009,
0.23912464082241058,
0.13496530055999756,
0.8412336111068726,
-0.15123896300792694,
-0.4147814214229584,
0.018238898366689682,
-0.10140609741210938,
-0.355482280254364,
0.1830144077539444,
0.0008576518739573658,
-0.057887014001607895,
0.07884155213832855,
-0.07679964601993561,
-0.0602421909570694,
0.050375811755657196,
0.289072722196579,
-0.1434580534696579,
0.2910362780094147,
0.0541207417845726,
0.13386079668998718,
0.323951780796051,
-0.10892032831907272,
0.49014008045196533,
0.09794227033853531,
-0.07307172566652298,
0.24106019735336304,
-0.32311663031578064,
0.2865314781665802,
-0.07560479640960693,
-0.3037874698638916,
0.2389640063047409,
-0.10459776222705841,
-0.10120714455842972,
0.003955868072807789,
-0.144365131855011,
0.3295549750328064,
0.4467025697231293,
0.2585926353931427,
0.3614310324192047,
0.2899976074695587,
0.10725408792495728,
0.15876848995685577,
-0.05657316744327545,
-0.06338642537593842,
-0.44746100902557373,
-0.21606256067752838,
0.08579187840223312,
-0.02712981589138508,
0.15717048943042755,
-0.45061856508255005,
-0.5827982425689697,
0.044834211468696594,
-0.1629014015197754,
-0.21788379549980164,
0.05834979936480522,
0.26888948678970337,
0.1545640528202057,
0.4297795593738556,
0.045862406492233276,
0.4458411931991577,
-0.4962797164916992,
-0.26598066091537476,
-0.054423850029706955,
0.16876259446144104,
-0.418963760137558,
0.05851347744464874,
0.14394254982471466,
0.005287135485559702,
0.21485795080661774,
0.01677551679313183,
0.26567429304122925,
-0.24525345861911774,
0.12882931530475616,
-0.235885888338089,
-0.2444218099117279,
0.35405153036117554,
0.31052419543266296,
0.12189780175685883,
0.27113059163093567,
-0.37467625737190247,
-0.07859892398118973,
0.2891557812690735,
-0.22251096367835999,
-0.23501184582710266,
0.09094387292861938,
0.032854899764060974,
-0.17969107627868652,
0.05502031370997429,
-1.0357831716537476,
-0.0764576718211174,
0.08510317653417587,
0.10693303495645523,
-0.015508895739912987,
-0.2755296230316162,
-0.1712111532688141,
0.002595613244920969,
0.2848055362701416,
0.5355799198150635,
-0.28687137365341187,
-0.04640650749206543,
-0.1408398151397705,
-0.0400896780192852,
0.3355933129787445,
0.3613087832927704,
-0.3357941806316376,
0.07375438511371613,
-0.12798506021499634,
0.10571114718914032,
0.1982140839099884,
-0.51507568359375,
-0.48036572337150574,
0.16409754753112793,
0.05092811584472656,
-0.01618768647313118,
-0.08576048910617828,
-0.3274519741535187,
0.23931796848773956,
0.03572060167789459,
0.1953127235174179,
0.25892436504364014,
0.058097515255212784,
-0.0908871442079544,
-0.17510190606117249,
-0.09859495609998703,
0.13611330091953278,
0.42719197273254395,
0.29112479090690613,
0.14539998769760132,
0.26148784160614014,
0.4392363727092743,
0.04362192749977112,
0.016575424000620842,
0.013182515278458595,
0.3216632306575775,
0.03336002677679062,
0.0902012288570404,
0.03624095022678375,
-0.05934450402855873,
-0.42229002714157104,
0.2021971493959427,
-0.09310019016265869,
-0.0453704334795475,
0.09755405783653259,
0.1812402456998825,
-0.38971108198165894,
0.12302235513925552,
-0.32474491000175476,
-0.31970450282096863,
-0.09428925067186356,
0.08660388737916946,
-0.09641359001398087,
-0.08180830627679825,
-0.1698000431060791,
0.08066827058792114,
-0.07154851406812668,
0.1103203222155571,
-0.37545156478881836,
0.4191194474697113,
0.049578238278627396,
-0.06489014625549316,
0.08072394877672195,
0.20630010962486267,
0.22997990250587463,
-0.1260800063610077,
-0.17538128793239594,
0.18774232268333435,
0.6032564640045166,
-0.17918287217617035,
0.1357363760471344,
-0.04410390183329582,
0.3042582869529724,
-0.3885694146156311,
0.1962026059627533,
-0.027381669729948044,
0.11872163414955139,
0.11306479573249817,
0.05983028933405876,
0.2541896104812622,
-0.03597460314631462,
0.1840638518333435,
-0.12819059193134308,
0.12247266620397568,
0.3874267637729645,
0.0022268458269536495,
0.06135931983590126,
-0.29249584674835205,
0.5102493762969971,
0.32502925395965576,
0.3184416592121124,
0.052479080855846405,
-0.14598646759986877,
-0.22427284717559814,
-0.1109304279088974,
-0.1516297608613968,
0.08167168498039246,
0.15156985819339752,
-0.22369910776615143,
0.044475775212049484,
0.20372256636619568,
0.23733538389205933,
0.32943350076675415,
0.02146703191101551,
0.07584703713655472,
-0.0468033142387867,
0.023762766271829605,
0.07017688453197479,
-0.009797520935535431,
-0.07181675732135773,
-0.10157562792301178,
0.06444068998098373,
0.0008363314555026591,
-0.20575770735740662,
-0.22481165826320648,
0.07293934375047684,
0.23779715597629547,
0.42306965589523315,
-0.30031639337539673,
0.047321975231170654,
-0.4231782853603363,
-0.15952913463115692,
0.13899633288383484,
-0.08027945458889008,
-0.03873107209801674,
-0.1483372002840042,
-0.31891316175460815,
0.27781546115875244,
0.3382665812969208,
0.1288224309682846,
0.10790964215993881,
-0.2398621141910553,
-0.024733060970902443,
-0.2022276520729065,
0.16747763752937317,
-0.19168277084827423,
-0.1363239884376526,
-0.11427710205316544,
0.23435340821743011,
0.1731063574552536,
0.09741006791591644,
-0.3408341705799103,
-0.04541347920894623,
-0.23199711740016937,
-0.0555945485830307,
0.2320307493209839,
-0.0026652489323168993,
0.30958718061447144,
-0.07700043171644211,
0.14246325194835663,
-0.35867589712142944,
0.036472633481025696,
0.3661395013332367,
0.021217459812760353,
-0.16787968575954437,
0.26772770285606384,
-0.012351756915450096,
-0.1251048892736435,
0.023681486025452614,
-0.1473119854927063,
-0.29981064796447754,
-0.20938508212566376,
0.017121654003858566,
0.048265744000673294,
0.023905029520392418,
-0.04711546376347542,
0.039598848670721054,
0.038050007075071335,
0.17748814821243286,
-0.17492927610874176,
-0.34034380316734314,
-0.4319576621055603,
0.4691959619522095,
-0.2710251808166504,
-0.24750059843063354,
0.08169692754745483,
0.04735611379146576,
0.2014109194278717,
0.3418828845024109,
-0.46034082770347595,
-0.07378628849983215,
-0.11739278584718704,
0.16462557017803192,
0.07586102187633514,
0.1864938884973526,
0.046967290341854095,
-0.13114893436431885,
0.15852029621601105,
-0.07704134285449982,
-0.33956682682037354,
-0.10581044852733612,
0.24256329238414764,
0.25783902406692505,
-0.10521668940782547,
0.4483571946620941,
-0.2508384585380554,
0.2393934726715088,
-0.01294576283544302,
0.289110392332077,
0.5426396727561951,
-0.08933340758085251,
0.15291275084018707,
-0.32179391384124756,
-0.31435248255729675,
-0.09971155226230621,
-0.19487519562244415,
-0.13899016380310059,
0.04835706949234009,
0.026965510100126266,
-0.14914605021476746,
-0.27067485451698303,
-0.052907947450876236,
-0.08796107769012451,
-0.1746995747089386,
-0.05534324049949646,
-0.06937798112630844,
0.32938557863235474,
-0.05049335956573486,
0.27914994955062866,
0.01361740380525589,
-0.040418896824121475,
-0.1539396345615387,
0.22464250028133392,
0.12359973043203354,
0.2225521206855774,
-0.3244822025299072,
0.1071845293045044,
-0.2705764174461365,
0.35297152400016785,
-0.04078780114650726,
0.7153816819190979,
-0.14472679793834686,
0.3261326849460602,
0.11281713098287582,
0.038127027451992035,
0.10555662214756012,
-0.29159632325172424,
0.1107802614569664,
0.02591034770011902,
-0.43943849205970764,
-0.057181645184755325,
-0.03271926939487457,
-0.04879248887300491,
-0.06407037377357483,
-0.029191523790359497,
0.26154059171676636,
-0.24738410115242004,
-0.10460549592971802,
-0.021286822855472565,
0.3048669099807739,
-0.04211358726024628,
-0.24261800944805145,
-0.3949684798717499,
-0.5412188172340393,
-0.4392503499984741,
-0.18904897570610046,
0.1465298980474472,
0.15771298110485077,
-0.07987193763256073,
0.20453967154026031,
-0.15882907807826996,
0.10533057153224945,
0.22422944009304047,
0.084091916680336,
0.27255943417549133,
-0.033014457672834396,
0.1534871608018875,
0.2682335674762726,
-0.16656053066253662,
0.7140191793441772,
0.7792878746986389,
-0.1654733270406723,
-0.3519229292869568,
0.2531236410140991,
-0.07656962424516678,
0.021769041195511818,
-0.05635560676455498,
-0.026279272511601448,
0.04735977202653885,
-0.1993347555398941,
-0.17018304765224457,
-0.046421412378549576,
0.19832192361354828,
0.19671925902366638,
0.15442386269569397,
-0.2928840219974518,
-0.7532661557197571,
0.5231230854988098,
0.07335072755813599,
0.11949140578508377,
0.2948041558265686,
-0.09946618229150772,
-0.18771131336688995,
0.2691774070262909,
0.10974043607711792,
0.7309185862541199,
-0.40244290232658386,
0.06639967113733292,
0.1255253702402115,
0.03905387222766876,
0.09694751352071762,
-0.03893978148698807,
-0.25493746995925903,
-0.18996389210224152,
-0.2134169042110443,
-0.14643681049346924,
-0.16306522488594055,
0.2815147936344147,
0.15234123170375824,
-0.0743446797132492,
0.28194645047187805,
-0.17344960570335388,
-0.02855612151324749,
0.23774757981300354,
0.11795371770858765,
-0.08527343720197678,
-0.3346664309501648,
-0.570162832736969,
0.06952619552612305,
-0.17449237406253815,
0.21966442465782166,
-0.022928306832909584,
0.04462621361017227,
-0.07708926498889923,
-0.055821217596530914,
-0.3917289972305298,
0.3648408353328705,
-0.27481818199157715,
0.3384895920753479,
-0.1301482617855072,
-0.3494687080383301,
0.18923398852348328,
0.4507746994495392,
0.22845685482025146,
0.14010928571224213,
-0.1527663767337799,
0.07425945997238159,
0.2642703652381897,
-0.25238364934921265,
-0.030452542006969452,
-0.10021744668483734,
-0.06935514509677887,
-0.023043137043714523,
-0.2731993496417999,
0.14196501672267914,
-0.07024788856506348,
-0.2247539758682251,
-0.07429403066635132,
0.13919122517108917,
0.028741903603076935,
-0.0994306206703186,
-0.3413543403148651,
-0.0718901976943016,
0.03511866554617882,
-0.1643306016921997,
-0.006722416263073683,
0.2091258317232132,
-0.09398096799850464,
0.011095618829131126,
0.05714891850948334,
-0.33624085783958435,
0.0208261888474226,
0.45986998081207275,
-0.06713680177927017,
-0.10354215651750565,
0.5126205086708069,
0.220763698220253,
-0.20533375442028046,
-0.1291891187429428,
0.2668744921684265,
0.3432774841785431,
-0.24352428317070007,
0.02479379251599312,
-0.1015286073088646,
0.12263856828212738,
0.016965018585324287,
0.01908383145928383,
0.23217612504959106,
-0.35060885548591614,
0.3566075265407562,
-0.5912507176399231,
-0.3739054203033447,
0.19041545689105988,
-0.18425226211547852,
0.020910751074552536,
-0.023007730022072792,
0.011408920399844646,
-0.1538708657026291,
-0.08554083108901978,
-0.11315358430147171,
0.11046397686004639,
-0.35552892088890076,
0.05317544937133789,
0.23331157863140106,
-0.003837547730654478,
0.02661791257560253,
-0.17022128403186798,
0.008407372049987316,
0.13824641704559326,
0.03584565594792366,
-0.038531482219696045,
-0.1823156327009201,
0.2142098844051361,
0.1291014403104782,
-0.3466271758079529,
0.009542066603899002,
-0.2173159122467041,
-0.04067789018154144,
-0.1456345021724701,
0.17523430287837982,
0.46423134207725525,
-0.05088549852371216,
0.11629126220941544,
0.2020447552204132,
0.1192644014954567,
-0.36100485920906067,
0.3773382008075714,
-0.05974655598402023,
0.21924030780792236,
0.10528089851140976,
0.19968561828136444,
0.2261883020401001,
0.12845365703105927,
-0.29863885045051575,
-0.0918608009815216,
0.25436222553253174,
-0.0207492858171463,
0.2784877419471741,
-0.424655020236969,
0.38469767570495605,
0.09340240061283112,
0.13926944136619568,
0.4423637390136719,
-0.27087095379829407,
0.06683043390512466,
0.32262417674064636,
0.027771878987550735,
-0.23967856168746948,
-0.1068023070693016,
0.11431463062763214,
0.05672271549701691,
-0.13262492418289185,
0.3174370527267456,
0.39816394448280334,
0.06588369607925415,
-0.14058348536491394,
0.036622751504182816,
0.06292079389095306,
-0.14363762736320496,
0.05199296027421951,
0.6180886030197144,
0.018258066847920418,
0.212153360247612,
0.06275149434804916,
0.22510570287704468,
-0.02615297958254814,
0.3331250250339508,
-0.1577175408601761,
0.4461425244808197,
0.21345612406730652,
0.19085952639579773,
-0.327781617641449,
-0.5346594452857971,
-0.16996900737285614,
0.32047995924949646,
0.09440161287784576,
-0.02571253292262554,
-0.2086394727230072,
0.24226462841033936,
-0.18227189779281616,
0.15879711508750916,
-0.06975604593753815,
0.1305377185344696,
-0.03403623402118683,
-0.1838853806257248,
-0.1329226791858673,
-0.15208259224891663,
-0.5502749085426331,
0.1870928257703781,
-0.2470206916332245,
-0.1265384554862976,
0.19390380382537842,
0.1568962186574936,
-0.1329803317785263,
-0.3558677136898041,
-0.050960805267095566,
0.3773248791694641,
-0.34378597140312195,
-0.3400721251964569,
0.3964485824108124,
0.017726752907037735,
0.01727033220231533,
0.24953152239322662,
0.13938021659851074,
0.33069801330566406,
0.42049986124038696,
-0.3608880937099457,
-0.1154860183596611,
0.06133892387151718,
0.07740160822868347,
0.07656557857990265,
0.19793115556240082,
0.019552456215023994,
0.2065381556749344,
0.3709865212440491,
-0.011409864760935307,
-0.013940542936325073,
-0.03165751323103905,
0.15727047622203827,
-0.22972635924816132,
-0.08797706663608551,
0.22997447848320007,
-0.04816097393631935,
0.19987687468528748,
-0.11763796210289001,
0.024510007351636887,
-0.24237388372421265,
0.021785834804177284,
0.5751786231994629,
0.01033906452357769,
0.10682892799377441,
0.059291768819093704,
-0.0527462400496006,
-0.1844875067472458,
0.39573705196380615,
0.6384896636009216,
0.34862250089645386,
-0.40219545364379883,
-0.19086426496505737,
-0.7238461971282959,
0.059811633080244064,
-0.4783252477645874,
-0.25687938928604126,
0.5058495998382568,
-0.07415737211704254,
0.10183132439851761,
0.3911999762058258,
-0.09394119679927826,
0.2525466978549957,
0.18576456606388092,
0.29510268568992615,
-0.26200056076049805,
-0.25890880823135376,
0.4163457453250885,
0.2090042680501938,
-0.17860129475593567,
-0.4936586916446686,
-0.010533937253057957,
0.04262426868081093,
-0.09226181358098984,
-0.18249140679836273,
0.041756149381399155,
0.1412571221590042,
0.37909209728240967,
0.19336539506912231,
0.05841187760233879,
0.776093602180481,
-0.02572420798242092,
-0.06480171531438828,
-0.07898280024528503,
-0.6323980093002319,
-0.05423605442047119,
0.06052100658416748,
0.0649561956524849,
0.12961982190608978,
-0.10221368819475174,
-0.1126851737499237,
-0.3824731111526489,
0.30614030361175537,
-0.12557537853717804,
-0.14835208654403687,
-0.23188383877277374,
-0.004364101681858301,
-0.050850726664066315,
-0.06284968554973602,
-0.02813306637108326,
0.06108856573700905,
0.12244822084903717,
0.35521772503852844,
-0.12596504390239716,
-0.22627872228622437,
0.39892545342445374,
-0.05346270278096199,
-0.4505840241909027,
0.07258205860853195,
-0.11923103779554367,
0.3350658714771271,
-0.21185745298862457,
-0.46142470836639404,
0.19214020669460297,
0.2282828688621521,
-0.14500641822814941,
-0.364592045545578,
0.03540448471903801,
0.1440642774105072,
0.10550908744335175,
-0.11913534998893738,
0.60804682970047,
0.00681428425014019,
-0.1588616520166397,
0.10727094858884811,
-0.17213541269302368
] |
https://github.com/huggingface/datasets/issues/2061 | Cannot load udpos subsets from xtreme dataset using load_dataset() | @lhoestq Can you please label this issue with the "good first issue" label? I'm not sure I'll find time to fix this.
To resolve it, the user should:
1. add `"_"` to the list of labels
2. transform the udpos subset to the conll format (I think the preprocessing logic can be borrowed from [the original repo](https://github.com/google-research/xtreme/blob/58a76a0d02458c4b3b6a742d3fd4ffaca80ff0de/utils_preprocess.py#L187-L204))
3. update the dummy data
4. update the dataset info
5. [optional] add info about the data fields structure of the udpos subset to the dataset readme | Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
| 84 | Cannot load udpos subsets from xtreme dataset using load_dataset()
Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
@lhoestq Can you please label this issue with the "good first issue" label? I'm not sure I'll find time to fix this.
To resolve it, the user should:
1. add `"_"` to the list of labels
2. transform the udpos subset to the conll format (I think the preprocessing logic can be borrowed from [the original repo](https://github.com/google-research/xtreme/blob/58a76a0d02458c4b3b6a742d3fd4ffaca80ff0de/utils_preprocess.py#L187-L204))
3. update the dummy data
4. update the dataset info
5. [optional] add info about the data fields structure of the udpos subset to the dataset readme | [
-0.34640318155288696,
-0.07528641819953918,
0.002613973570987582,
0.4443909525871277,
0.3713300824165344,
0.06911943852901459,
0.24056868255138397,
0.0394754521548748,
0.5101771354675293,
0.20612460374832153,
-0.3589056432247162,
0.05270497500896454,
0.0860961377620697,
0.08086590468883514,
0.1144123524427414,
-0.31510457396507263,
-0.06024928763508797,
0.017356043681502342,
-0.2503679692745209,
-0.06550421565771103,
-0.4105168581008911,
-0.06232607364654541,
-0.30465835332870483,
0.10954292118549347,
-0.17110316455364227,
0.2064574807882309,
0.014145503751933575,
0.16473369300365448,
-0.3150220215320587,
-0.49502214789390564,
0.5633595585823059,
0.018032709136605263,
0.5800749063491821,
0.22132189571857452,
-0.00012534325651358813,
0.10603858530521393,
0.4861794710159302,
-0.06130566447973251,
-0.3452349901199341,
-0.4049578607082367,
-0.41898828744888306,
-0.13159716129302979,
-0.06906148791313171,
-0.09646529704332352,
0.10452752560377121,
-0.004399124998599291,
-0.08233433961868286,
-0.25856226682662964,
0.33210286498069763,
0.3678758144378662,
0.09417030215263367,
0.372028648853302,
0.06185821071267128,
-0.22116512060165405,
0.4757199287414551,
-0.04227086901664734,
-0.14890769124031067,
0.15637381374835968,
0.4271000921726227,
-0.3246814012527466,
0.1801450550556183,
0.12462534010410309,
-0.20913945138454437,
0.22491706907749176,
-0.16371791064739227,
0.05600580945611,
0.18213476240634918,
-0.2583509683609009,
0.23912464082241058,
0.13496530055999756,
0.8412336111068726,
-0.15123896300792694,
-0.4147814214229584,
0.018238898366689682,
-0.10140609741210938,
-0.355482280254364,
0.1830144077539444,
0.0008576518739573658,
-0.057887014001607895,
0.07884155213832855,
-0.07679964601993561,
-0.0602421909570694,
0.050375811755657196,
0.289072722196579,
-0.1434580534696579,
0.2910362780094147,
0.0541207417845726,
0.13386079668998718,
0.323951780796051,
-0.10892032831907272,
0.49014008045196533,
0.09794227033853531,
-0.07307172566652298,
0.24106019735336304,
-0.32311663031578064,
0.2865314781665802,
-0.07560479640960693,
-0.3037874698638916,
0.2389640063047409,
-0.10459776222705841,
-0.10120714455842972,
0.003955868072807789,
-0.144365131855011,
0.3295549750328064,
0.4467025697231293,
0.2585926353931427,
0.3614310324192047,
0.2899976074695587,
0.10725408792495728,
0.15876848995685577,
-0.05657316744327545,
-0.06338642537593842,
-0.44746100902557373,
-0.21606256067752838,
0.08579187840223312,
-0.02712981589138508,
0.15717048943042755,
-0.45061856508255005,
-0.5827982425689697,
0.044834211468696594,
-0.1629014015197754,
-0.21788379549980164,
0.05834979936480522,
0.26888948678970337,
0.1545640528202057,
0.4297795593738556,
0.045862406492233276,
0.4458411931991577,
-0.4962797164916992,
-0.26598066091537476,
-0.054423850029706955,
0.16876259446144104,
-0.418963760137558,
0.05851347744464874,
0.14394254982471466,
0.005287135485559702,
0.21485795080661774,
0.01677551679313183,
0.26567429304122925,
-0.24525345861911774,
0.12882931530475616,
-0.235885888338089,
-0.2444218099117279,
0.35405153036117554,
0.31052419543266296,
0.12189780175685883,
0.27113059163093567,
-0.37467625737190247,
-0.07859892398118973,
0.2891557812690735,
-0.22251096367835999,
-0.23501184582710266,
0.09094387292861938,
0.032854899764060974,
-0.17969107627868652,
0.05502031370997429,
-1.0357831716537476,
-0.0764576718211174,
0.08510317653417587,
0.10693303495645523,
-0.015508895739912987,
-0.2755296230316162,
-0.1712111532688141,
0.002595613244920969,
0.2848055362701416,
0.5355799198150635,
-0.28687137365341187,
-0.04640650749206543,
-0.1408398151397705,
-0.0400896780192852,
0.3355933129787445,
0.3613087832927704,
-0.3357941806316376,
0.07375438511371613,
-0.12798506021499634,
0.10571114718914032,
0.1982140839099884,
-0.51507568359375,
-0.48036572337150574,
0.16409754753112793,
0.05092811584472656,
-0.01618768647313118,
-0.08576048910617828,
-0.3274519741535187,
0.23931796848773956,
0.03572060167789459,
0.1953127235174179,
0.25892436504364014,
0.058097515255212784,
-0.0908871442079544,
-0.17510190606117249,
-0.09859495609998703,
0.13611330091953278,
0.42719197273254395,
0.29112479090690613,
0.14539998769760132,
0.26148784160614014,
0.4392363727092743,
0.04362192749977112,
0.016575424000620842,
0.013182515278458595,
0.3216632306575775,
0.03336002677679062,
0.0902012288570404,
0.03624095022678375,
-0.05934450402855873,
-0.42229002714157104,
0.2021971493959427,
-0.09310019016265869,
-0.0453704334795475,
0.09755405783653259,
0.1812402456998825,
-0.38971108198165894,
0.12302235513925552,
-0.32474491000175476,
-0.31970450282096863,
-0.09428925067186356,
0.08660388737916946,
-0.09641359001398087,
-0.08180830627679825,
-0.1698000431060791,
0.08066827058792114,
-0.07154851406812668,
0.1103203222155571,
-0.37545156478881836,
0.4191194474697113,
0.049578238278627396,
-0.06489014625549316,
0.08072394877672195,
0.20630010962486267,
0.22997990250587463,
-0.1260800063610077,
-0.17538128793239594,
0.18774232268333435,
0.6032564640045166,
-0.17918287217617035,
0.1357363760471344,
-0.04410390183329582,
0.3042582869529724,
-0.3885694146156311,
0.1962026059627533,
-0.027381669729948044,
0.11872163414955139,
0.11306479573249817,
0.05983028933405876,
0.2541896104812622,
-0.03597460314631462,
0.1840638518333435,
-0.12819059193134308,
0.12247266620397568,
0.3874267637729645,
0.0022268458269536495,
0.06135931983590126,
-0.29249584674835205,
0.5102493762969971,
0.32502925395965576,
0.3184416592121124,
0.052479080855846405,
-0.14598646759986877,
-0.22427284717559814,
-0.1109304279088974,
-0.1516297608613968,
0.08167168498039246,
0.15156985819339752,
-0.22369910776615143,
0.044475775212049484,
0.20372256636619568,
0.23733538389205933,
0.32943350076675415,
0.02146703191101551,
0.07584703713655472,
-0.0468033142387867,
0.023762766271829605,
0.07017688453197479,
-0.009797520935535431,
-0.07181675732135773,
-0.10157562792301178,
0.06444068998098373,
0.0008363314555026591,
-0.20575770735740662,
-0.22481165826320648,
0.07293934375047684,
0.23779715597629547,
0.42306965589523315,
-0.30031639337539673,
0.047321975231170654,
-0.4231782853603363,
-0.15952913463115692,
0.13899633288383484,
-0.08027945458889008,
-0.03873107209801674,
-0.1483372002840042,
-0.31891316175460815,
0.27781546115875244,
0.3382665812969208,
0.1288224309682846,
0.10790964215993881,
-0.2398621141910553,
-0.024733060970902443,
-0.2022276520729065,
0.16747763752937317,
-0.19168277084827423,
-0.1363239884376526,
-0.11427710205316544,
0.23435340821743011,
0.1731063574552536,
0.09741006791591644,
-0.3408341705799103,
-0.04541347920894623,
-0.23199711740016937,
-0.0555945485830307,
0.2320307493209839,
-0.0026652489323168993,
0.30958718061447144,
-0.07700043171644211,
0.14246325194835663,
-0.35867589712142944,
0.036472633481025696,
0.3661395013332367,
0.021217459812760353,
-0.16787968575954437,
0.26772770285606384,
-0.012351756915450096,
-0.1251048892736435,
0.023681486025452614,
-0.1473119854927063,
-0.29981064796447754,
-0.20938508212566376,
0.017121654003858566,
0.048265744000673294,
0.023905029520392418,
-0.04711546376347542,
0.039598848670721054,
0.038050007075071335,
0.17748814821243286,
-0.17492927610874176,
-0.34034380316734314,
-0.4319576621055603,
0.4691959619522095,
-0.2710251808166504,
-0.24750059843063354,
0.08169692754745483,
0.04735611379146576,
0.2014109194278717,
0.3418828845024109,
-0.46034082770347595,
-0.07378628849983215,
-0.11739278584718704,
0.16462557017803192,
0.07586102187633514,
0.1864938884973526,
0.046967290341854095,
-0.13114893436431885,
0.15852029621601105,
-0.07704134285449982,
-0.33956682682037354,
-0.10581044852733612,
0.24256329238414764,
0.25783902406692505,
-0.10521668940782547,
0.4483571946620941,
-0.2508384585380554,
0.2393934726715088,
-0.01294576283544302,
0.289110392332077,
0.5426396727561951,
-0.08933340758085251,
0.15291275084018707,
-0.32179391384124756,
-0.31435248255729675,
-0.09971155226230621,
-0.19487519562244415,
-0.13899016380310059,
0.04835706949234009,
0.026965510100126266,
-0.14914605021476746,
-0.27067485451698303,
-0.052907947450876236,
-0.08796107769012451,
-0.1746995747089386,
-0.05534324049949646,
-0.06937798112630844,
0.32938557863235474,
-0.05049335956573486,
0.27914994955062866,
0.01361740380525589,
-0.040418896824121475,
-0.1539396345615387,
0.22464250028133392,
0.12359973043203354,
0.2225521206855774,
-0.3244822025299072,
0.1071845293045044,
-0.2705764174461365,
0.35297152400016785,
-0.04078780114650726,
0.7153816819190979,
-0.14472679793834686,
0.3261326849460602,
0.11281713098287582,
0.038127027451992035,
0.10555662214756012,
-0.29159632325172424,
0.1107802614569664,
0.02591034770011902,
-0.43943849205970764,
-0.057181645184755325,
-0.03271926939487457,
-0.04879248887300491,
-0.06407037377357483,
-0.029191523790359497,
0.26154059171676636,
-0.24738410115242004,
-0.10460549592971802,
-0.021286822855472565,
0.3048669099807739,
-0.04211358726024628,
-0.24261800944805145,
-0.3949684798717499,
-0.5412188172340393,
-0.4392503499984741,
-0.18904897570610046,
0.1465298980474472,
0.15771298110485077,
-0.07987193763256073,
0.20453967154026031,
-0.15882907807826996,
0.10533057153224945,
0.22422944009304047,
0.084091916680336,
0.27255943417549133,
-0.033014457672834396,
0.1534871608018875,
0.2682335674762726,
-0.16656053066253662,
0.7140191793441772,
0.7792878746986389,
-0.1654733270406723,
-0.3519229292869568,
0.2531236410140991,
-0.07656962424516678,
0.021769041195511818,
-0.05635560676455498,
-0.026279272511601448,
0.04735977202653885,
-0.1993347555398941,
-0.17018304765224457,
-0.046421412378549576,
0.19832192361354828,
0.19671925902366638,
0.15442386269569397,
-0.2928840219974518,
-0.7532661557197571,
0.5231230854988098,
0.07335072755813599,
0.11949140578508377,
0.2948041558265686,
-0.09946618229150772,
-0.18771131336688995,
0.2691774070262909,
0.10974043607711792,
0.7309185862541199,
-0.40244290232658386,
0.06639967113733292,
0.1255253702402115,
0.03905387222766876,
0.09694751352071762,
-0.03893978148698807,
-0.25493746995925903,
-0.18996389210224152,
-0.2134169042110443,
-0.14643681049346924,
-0.16306522488594055,
0.2815147936344147,
0.15234123170375824,
-0.0743446797132492,
0.28194645047187805,
-0.17344960570335388,
-0.02855612151324749,
0.23774757981300354,
0.11795371770858765,
-0.08527343720197678,
-0.3346664309501648,
-0.570162832736969,
0.06952619552612305,
-0.17449237406253815,
0.21966442465782166,
-0.022928306832909584,
0.04462621361017227,
-0.07708926498889923,
-0.055821217596530914,
-0.3917289972305298,
0.3648408353328705,
-0.27481818199157715,
0.3384895920753479,
-0.1301482617855072,
-0.3494687080383301,
0.18923398852348328,
0.4507746994495392,
0.22845685482025146,
0.14010928571224213,
-0.1527663767337799,
0.07425945997238159,
0.2642703652381897,
-0.25238364934921265,
-0.030452542006969452,
-0.10021744668483734,
-0.06935514509677887,
-0.023043137043714523,
-0.2731993496417999,
0.14196501672267914,
-0.07024788856506348,
-0.2247539758682251,
-0.07429403066635132,
0.13919122517108917,
0.028741903603076935,
-0.0994306206703186,
-0.3413543403148651,
-0.0718901976943016,
0.03511866554617882,
-0.1643306016921997,
-0.006722416263073683,
0.2091258317232132,
-0.09398096799850464,
0.011095618829131126,
0.05714891850948334,
-0.33624085783958435,
0.0208261888474226,
0.45986998081207275,
-0.06713680177927017,
-0.10354215651750565,
0.5126205086708069,
0.220763698220253,
-0.20533375442028046,
-0.1291891187429428,
0.2668744921684265,
0.3432774841785431,
-0.24352428317070007,
0.02479379251599312,
-0.1015286073088646,
0.12263856828212738,
0.016965018585324287,
0.01908383145928383,
0.23217612504959106,
-0.35060885548591614,
0.3566075265407562,
-0.5912507176399231,
-0.3739054203033447,
0.19041545689105988,
-0.18425226211547852,
0.020910751074552536,
-0.023007730022072792,
0.011408920399844646,
-0.1538708657026291,
-0.08554083108901978,
-0.11315358430147171,
0.11046397686004639,
-0.35552892088890076,
0.05317544937133789,
0.23331157863140106,
-0.003837547730654478,
0.02661791257560253,
-0.17022128403186798,
0.008407372049987316,
0.13824641704559326,
0.03584565594792366,
-0.038531482219696045,
-0.1823156327009201,
0.2142098844051361,
0.1291014403104782,
-0.3466271758079529,
0.009542066603899002,
-0.2173159122467041,
-0.04067789018154144,
-0.1456345021724701,
0.17523430287837982,
0.46423134207725525,
-0.05088549852371216,
0.11629126220941544,
0.2020447552204132,
0.1192644014954567,
-0.36100485920906067,
0.3773382008075714,
-0.05974655598402023,
0.21924030780792236,
0.10528089851140976,
0.19968561828136444,
0.2261883020401001,
0.12845365703105927,
-0.29863885045051575,
-0.0918608009815216,
0.25436222553253174,
-0.0207492858171463,
0.2784877419471741,
-0.424655020236969,
0.38469767570495605,
0.09340240061283112,
0.13926944136619568,
0.4423637390136719,
-0.27087095379829407,
0.06683043390512466,
0.32262417674064636,
0.027771878987550735,
-0.23967856168746948,
-0.1068023070693016,
0.11431463062763214,
0.05672271549701691,
-0.13262492418289185,
0.3174370527267456,
0.39816394448280334,
0.06588369607925415,
-0.14058348536491394,
0.036622751504182816,
0.06292079389095306,
-0.14363762736320496,
0.05199296027421951,
0.6180886030197144,
0.018258066847920418,
0.212153360247612,
0.06275149434804916,
0.22510570287704468,
-0.02615297958254814,
0.3331250250339508,
-0.1577175408601761,
0.4461425244808197,
0.21345612406730652,
0.19085952639579773,
-0.327781617641449,
-0.5346594452857971,
-0.16996900737285614,
0.32047995924949646,
0.09440161287784576,
-0.02571253292262554,
-0.2086394727230072,
0.24226462841033936,
-0.18227189779281616,
0.15879711508750916,
-0.06975604593753815,
0.1305377185344696,
-0.03403623402118683,
-0.1838853806257248,
-0.1329226791858673,
-0.15208259224891663,
-0.5502749085426331,
0.1870928257703781,
-0.2470206916332245,
-0.1265384554862976,
0.19390380382537842,
0.1568962186574936,
-0.1329803317785263,
-0.3558677136898041,
-0.050960805267095566,
0.3773248791694641,
-0.34378597140312195,
-0.3400721251964569,
0.3964485824108124,
0.017726752907037735,
0.01727033220231533,
0.24953152239322662,
0.13938021659851074,
0.33069801330566406,
0.42049986124038696,
-0.3608880937099457,
-0.1154860183596611,
0.06133892387151718,
0.07740160822868347,
0.07656557857990265,
0.19793115556240082,
0.019552456215023994,
0.2065381556749344,
0.3709865212440491,
-0.011409864760935307,
-0.013940542936325073,
-0.03165751323103905,
0.15727047622203827,
-0.22972635924816132,
-0.08797706663608551,
0.22997447848320007,
-0.04816097393631935,
0.19987687468528748,
-0.11763796210289001,
0.024510007351636887,
-0.24237388372421265,
0.021785834804177284,
0.5751786231994629,
0.01033906452357769,
0.10682892799377441,
0.059291768819093704,
-0.0527462400496006,
-0.1844875067472458,
0.39573705196380615,
0.6384896636009216,
0.34862250089645386,
-0.40219545364379883,
-0.19086426496505737,
-0.7238461971282959,
0.059811633080244064,
-0.4783252477645874,
-0.25687938928604126,
0.5058495998382568,
-0.07415737211704254,
0.10183132439851761,
0.3911999762058258,
-0.09394119679927826,
0.2525466978549957,
0.18576456606388092,
0.29510268568992615,
-0.26200056076049805,
-0.25890880823135376,
0.4163457453250885,
0.2090042680501938,
-0.17860129475593567,
-0.4936586916446686,
-0.010533937253057957,
0.04262426868081093,
-0.09226181358098984,
-0.18249140679836273,
0.041756149381399155,
0.1412571221590042,
0.37909209728240967,
0.19336539506912231,
0.05841187760233879,
0.776093602180481,
-0.02572420798242092,
-0.06480171531438828,
-0.07898280024528503,
-0.6323980093002319,
-0.05423605442047119,
0.06052100658416748,
0.0649561956524849,
0.12961982190608978,
-0.10221368819475174,
-0.1126851737499237,
-0.3824731111526489,
0.30614030361175537,
-0.12557537853717804,
-0.14835208654403687,
-0.23188383877277374,
-0.004364101681858301,
-0.050850726664066315,
-0.06284968554973602,
-0.02813306637108326,
0.06108856573700905,
0.12244822084903717,
0.35521772503852844,
-0.12596504390239716,
-0.22627872228622437,
0.39892545342445374,
-0.05346270278096199,
-0.4505840241909027,
0.07258205860853195,
-0.11923103779554367,
0.3350658714771271,
-0.21185745298862457,
-0.46142470836639404,
0.19214020669460297,
0.2282828688621521,
-0.14500641822814941,
-0.364592045545578,
0.03540448471903801,
0.1440642774105072,
0.10550908744335175,
-0.11913534998893738,
0.60804682970047,
0.00681428425014019,
-0.1588616520166397,
0.10727094858884811,
-0.17213541269302368
] |
https://github.com/huggingface/datasets/issues/2061 | Cannot load udpos subsets from xtreme dataset using load_dataset() | I tried fixing this issue, but its working fine in the dev version : "1.6.2.dev0"
I think somebody already fixed it. | Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
| 21 | Cannot load udpos subsets from xtreme dataset using load_dataset()
Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
I tried fixing this issue, but its working fine in the dev version : "1.6.2.dev0"
I think somebody already fixed it. | [
-0.34640318155288696,
-0.07528641819953918,
0.002613973570987582,
0.4443909525871277,
0.3713300824165344,
0.06911943852901459,
0.24056868255138397,
0.0394754521548748,
0.5101771354675293,
0.20612460374832153,
-0.3589056432247162,
0.05270497500896454,
0.0860961377620697,
0.08086590468883514,
0.1144123524427414,
-0.31510457396507263,
-0.06024928763508797,
0.017356043681502342,
-0.2503679692745209,
-0.06550421565771103,
-0.4105168581008911,
-0.06232607364654541,
-0.30465835332870483,
0.10954292118549347,
-0.17110316455364227,
0.2064574807882309,
0.014145503751933575,
0.16473369300365448,
-0.3150220215320587,
-0.49502214789390564,
0.5633595585823059,
0.018032709136605263,
0.5800749063491821,
0.22132189571857452,
-0.00012534325651358813,
0.10603858530521393,
0.4861794710159302,
-0.06130566447973251,
-0.3452349901199341,
-0.4049578607082367,
-0.41898828744888306,
-0.13159716129302979,
-0.06906148791313171,
-0.09646529704332352,
0.10452752560377121,
-0.004399124998599291,
-0.08233433961868286,
-0.25856226682662964,
0.33210286498069763,
0.3678758144378662,
0.09417030215263367,
0.372028648853302,
0.06185821071267128,
-0.22116512060165405,
0.4757199287414551,
-0.04227086901664734,
-0.14890769124031067,
0.15637381374835968,
0.4271000921726227,
-0.3246814012527466,
0.1801450550556183,
0.12462534010410309,
-0.20913945138454437,
0.22491706907749176,
-0.16371791064739227,
0.05600580945611,
0.18213476240634918,
-0.2583509683609009,
0.23912464082241058,
0.13496530055999756,
0.8412336111068726,
-0.15123896300792694,
-0.4147814214229584,
0.018238898366689682,
-0.10140609741210938,
-0.355482280254364,
0.1830144077539444,
0.0008576518739573658,
-0.057887014001607895,
0.07884155213832855,
-0.07679964601993561,
-0.0602421909570694,
0.050375811755657196,
0.289072722196579,
-0.1434580534696579,
0.2910362780094147,
0.0541207417845726,
0.13386079668998718,
0.323951780796051,
-0.10892032831907272,
0.49014008045196533,
0.09794227033853531,
-0.07307172566652298,
0.24106019735336304,
-0.32311663031578064,
0.2865314781665802,
-0.07560479640960693,
-0.3037874698638916,
0.2389640063047409,
-0.10459776222705841,
-0.10120714455842972,
0.003955868072807789,
-0.144365131855011,
0.3295549750328064,
0.4467025697231293,
0.2585926353931427,
0.3614310324192047,
0.2899976074695587,
0.10725408792495728,
0.15876848995685577,
-0.05657316744327545,
-0.06338642537593842,
-0.44746100902557373,
-0.21606256067752838,
0.08579187840223312,
-0.02712981589138508,
0.15717048943042755,
-0.45061856508255005,
-0.5827982425689697,
0.044834211468696594,
-0.1629014015197754,
-0.21788379549980164,
0.05834979936480522,
0.26888948678970337,
0.1545640528202057,
0.4297795593738556,
0.045862406492233276,
0.4458411931991577,
-0.4962797164916992,
-0.26598066091537476,
-0.054423850029706955,
0.16876259446144104,
-0.418963760137558,
0.05851347744464874,
0.14394254982471466,
0.005287135485559702,
0.21485795080661774,
0.01677551679313183,
0.26567429304122925,
-0.24525345861911774,
0.12882931530475616,
-0.235885888338089,
-0.2444218099117279,
0.35405153036117554,
0.31052419543266296,
0.12189780175685883,
0.27113059163093567,
-0.37467625737190247,
-0.07859892398118973,
0.2891557812690735,
-0.22251096367835999,
-0.23501184582710266,
0.09094387292861938,
0.032854899764060974,
-0.17969107627868652,
0.05502031370997429,
-1.0357831716537476,
-0.0764576718211174,
0.08510317653417587,
0.10693303495645523,
-0.015508895739912987,
-0.2755296230316162,
-0.1712111532688141,
0.002595613244920969,
0.2848055362701416,
0.5355799198150635,
-0.28687137365341187,
-0.04640650749206543,
-0.1408398151397705,
-0.0400896780192852,
0.3355933129787445,
0.3613087832927704,
-0.3357941806316376,
0.07375438511371613,
-0.12798506021499634,
0.10571114718914032,
0.1982140839099884,
-0.51507568359375,
-0.48036572337150574,
0.16409754753112793,
0.05092811584472656,
-0.01618768647313118,
-0.08576048910617828,
-0.3274519741535187,
0.23931796848773956,
0.03572060167789459,
0.1953127235174179,
0.25892436504364014,
0.058097515255212784,
-0.0908871442079544,
-0.17510190606117249,
-0.09859495609998703,
0.13611330091953278,
0.42719197273254395,
0.29112479090690613,
0.14539998769760132,
0.26148784160614014,
0.4392363727092743,
0.04362192749977112,
0.016575424000620842,
0.013182515278458595,
0.3216632306575775,
0.03336002677679062,
0.0902012288570404,
0.03624095022678375,
-0.05934450402855873,
-0.42229002714157104,
0.2021971493959427,
-0.09310019016265869,
-0.0453704334795475,
0.09755405783653259,
0.1812402456998825,
-0.38971108198165894,
0.12302235513925552,
-0.32474491000175476,
-0.31970450282096863,
-0.09428925067186356,
0.08660388737916946,
-0.09641359001398087,
-0.08180830627679825,
-0.1698000431060791,
0.08066827058792114,
-0.07154851406812668,
0.1103203222155571,
-0.37545156478881836,
0.4191194474697113,
0.049578238278627396,
-0.06489014625549316,
0.08072394877672195,
0.20630010962486267,
0.22997990250587463,
-0.1260800063610077,
-0.17538128793239594,
0.18774232268333435,
0.6032564640045166,
-0.17918287217617035,
0.1357363760471344,
-0.04410390183329582,
0.3042582869529724,
-0.3885694146156311,
0.1962026059627533,
-0.027381669729948044,
0.11872163414955139,
0.11306479573249817,
0.05983028933405876,
0.2541896104812622,
-0.03597460314631462,
0.1840638518333435,
-0.12819059193134308,
0.12247266620397568,
0.3874267637729645,
0.0022268458269536495,
0.06135931983590126,
-0.29249584674835205,
0.5102493762969971,
0.32502925395965576,
0.3184416592121124,
0.052479080855846405,
-0.14598646759986877,
-0.22427284717559814,
-0.1109304279088974,
-0.1516297608613968,
0.08167168498039246,
0.15156985819339752,
-0.22369910776615143,
0.044475775212049484,
0.20372256636619568,
0.23733538389205933,
0.32943350076675415,
0.02146703191101551,
0.07584703713655472,
-0.0468033142387867,
0.023762766271829605,
0.07017688453197479,
-0.009797520935535431,
-0.07181675732135773,
-0.10157562792301178,
0.06444068998098373,
0.0008363314555026591,
-0.20575770735740662,
-0.22481165826320648,
0.07293934375047684,
0.23779715597629547,
0.42306965589523315,
-0.30031639337539673,
0.047321975231170654,
-0.4231782853603363,
-0.15952913463115692,
0.13899633288383484,
-0.08027945458889008,
-0.03873107209801674,
-0.1483372002840042,
-0.31891316175460815,
0.27781546115875244,
0.3382665812969208,
0.1288224309682846,
0.10790964215993881,
-0.2398621141910553,
-0.024733060970902443,
-0.2022276520729065,
0.16747763752937317,
-0.19168277084827423,
-0.1363239884376526,
-0.11427710205316544,
0.23435340821743011,
0.1731063574552536,
0.09741006791591644,
-0.3408341705799103,
-0.04541347920894623,
-0.23199711740016937,
-0.0555945485830307,
0.2320307493209839,
-0.0026652489323168993,
0.30958718061447144,
-0.07700043171644211,
0.14246325194835663,
-0.35867589712142944,
0.036472633481025696,
0.3661395013332367,
0.021217459812760353,
-0.16787968575954437,
0.26772770285606384,
-0.012351756915450096,
-0.1251048892736435,
0.023681486025452614,
-0.1473119854927063,
-0.29981064796447754,
-0.20938508212566376,
0.017121654003858566,
0.048265744000673294,
0.023905029520392418,
-0.04711546376347542,
0.039598848670721054,
0.038050007075071335,
0.17748814821243286,
-0.17492927610874176,
-0.34034380316734314,
-0.4319576621055603,
0.4691959619522095,
-0.2710251808166504,
-0.24750059843063354,
0.08169692754745483,
0.04735611379146576,
0.2014109194278717,
0.3418828845024109,
-0.46034082770347595,
-0.07378628849983215,
-0.11739278584718704,
0.16462557017803192,
0.07586102187633514,
0.1864938884973526,
0.046967290341854095,
-0.13114893436431885,
0.15852029621601105,
-0.07704134285449982,
-0.33956682682037354,
-0.10581044852733612,
0.24256329238414764,
0.25783902406692505,
-0.10521668940782547,
0.4483571946620941,
-0.2508384585380554,
0.2393934726715088,
-0.01294576283544302,
0.289110392332077,
0.5426396727561951,
-0.08933340758085251,
0.15291275084018707,
-0.32179391384124756,
-0.31435248255729675,
-0.09971155226230621,
-0.19487519562244415,
-0.13899016380310059,
0.04835706949234009,
0.026965510100126266,
-0.14914605021476746,
-0.27067485451698303,
-0.052907947450876236,
-0.08796107769012451,
-0.1746995747089386,
-0.05534324049949646,
-0.06937798112630844,
0.32938557863235474,
-0.05049335956573486,
0.27914994955062866,
0.01361740380525589,
-0.040418896824121475,
-0.1539396345615387,
0.22464250028133392,
0.12359973043203354,
0.2225521206855774,
-0.3244822025299072,
0.1071845293045044,
-0.2705764174461365,
0.35297152400016785,
-0.04078780114650726,
0.7153816819190979,
-0.14472679793834686,
0.3261326849460602,
0.11281713098287582,
0.038127027451992035,
0.10555662214756012,
-0.29159632325172424,
0.1107802614569664,
0.02591034770011902,
-0.43943849205970764,
-0.057181645184755325,
-0.03271926939487457,
-0.04879248887300491,
-0.06407037377357483,
-0.029191523790359497,
0.26154059171676636,
-0.24738410115242004,
-0.10460549592971802,
-0.021286822855472565,
0.3048669099807739,
-0.04211358726024628,
-0.24261800944805145,
-0.3949684798717499,
-0.5412188172340393,
-0.4392503499984741,
-0.18904897570610046,
0.1465298980474472,
0.15771298110485077,
-0.07987193763256073,
0.20453967154026031,
-0.15882907807826996,
0.10533057153224945,
0.22422944009304047,
0.084091916680336,
0.27255943417549133,
-0.033014457672834396,
0.1534871608018875,
0.2682335674762726,
-0.16656053066253662,
0.7140191793441772,
0.7792878746986389,
-0.1654733270406723,
-0.3519229292869568,
0.2531236410140991,
-0.07656962424516678,
0.021769041195511818,
-0.05635560676455498,
-0.026279272511601448,
0.04735977202653885,
-0.1993347555398941,
-0.17018304765224457,
-0.046421412378549576,
0.19832192361354828,
0.19671925902366638,
0.15442386269569397,
-0.2928840219974518,
-0.7532661557197571,
0.5231230854988098,
0.07335072755813599,
0.11949140578508377,
0.2948041558265686,
-0.09946618229150772,
-0.18771131336688995,
0.2691774070262909,
0.10974043607711792,
0.7309185862541199,
-0.40244290232658386,
0.06639967113733292,
0.1255253702402115,
0.03905387222766876,
0.09694751352071762,
-0.03893978148698807,
-0.25493746995925903,
-0.18996389210224152,
-0.2134169042110443,
-0.14643681049346924,
-0.16306522488594055,
0.2815147936344147,
0.15234123170375824,
-0.0743446797132492,
0.28194645047187805,
-0.17344960570335388,
-0.02855612151324749,
0.23774757981300354,
0.11795371770858765,
-0.08527343720197678,
-0.3346664309501648,
-0.570162832736969,
0.06952619552612305,
-0.17449237406253815,
0.21966442465782166,
-0.022928306832909584,
0.04462621361017227,
-0.07708926498889923,
-0.055821217596530914,
-0.3917289972305298,
0.3648408353328705,
-0.27481818199157715,
0.3384895920753479,
-0.1301482617855072,
-0.3494687080383301,
0.18923398852348328,
0.4507746994495392,
0.22845685482025146,
0.14010928571224213,
-0.1527663767337799,
0.07425945997238159,
0.2642703652381897,
-0.25238364934921265,
-0.030452542006969452,
-0.10021744668483734,
-0.06935514509677887,
-0.023043137043714523,
-0.2731993496417999,
0.14196501672267914,
-0.07024788856506348,
-0.2247539758682251,
-0.07429403066635132,
0.13919122517108917,
0.028741903603076935,
-0.0994306206703186,
-0.3413543403148651,
-0.0718901976943016,
0.03511866554617882,
-0.1643306016921997,
-0.006722416263073683,
0.2091258317232132,
-0.09398096799850464,
0.011095618829131126,
0.05714891850948334,
-0.33624085783958435,
0.0208261888474226,
0.45986998081207275,
-0.06713680177927017,
-0.10354215651750565,
0.5126205086708069,
0.220763698220253,
-0.20533375442028046,
-0.1291891187429428,
0.2668744921684265,
0.3432774841785431,
-0.24352428317070007,
0.02479379251599312,
-0.1015286073088646,
0.12263856828212738,
0.016965018585324287,
0.01908383145928383,
0.23217612504959106,
-0.35060885548591614,
0.3566075265407562,
-0.5912507176399231,
-0.3739054203033447,
0.19041545689105988,
-0.18425226211547852,
0.020910751074552536,
-0.023007730022072792,
0.011408920399844646,
-0.1538708657026291,
-0.08554083108901978,
-0.11315358430147171,
0.11046397686004639,
-0.35552892088890076,
0.05317544937133789,
0.23331157863140106,
-0.003837547730654478,
0.02661791257560253,
-0.17022128403186798,
0.008407372049987316,
0.13824641704559326,
0.03584565594792366,
-0.038531482219696045,
-0.1823156327009201,
0.2142098844051361,
0.1291014403104782,
-0.3466271758079529,
0.009542066603899002,
-0.2173159122467041,
-0.04067789018154144,
-0.1456345021724701,
0.17523430287837982,
0.46423134207725525,
-0.05088549852371216,
0.11629126220941544,
0.2020447552204132,
0.1192644014954567,
-0.36100485920906067,
0.3773382008075714,
-0.05974655598402023,
0.21924030780792236,
0.10528089851140976,
0.19968561828136444,
0.2261883020401001,
0.12845365703105927,
-0.29863885045051575,
-0.0918608009815216,
0.25436222553253174,
-0.0207492858171463,
0.2784877419471741,
-0.424655020236969,
0.38469767570495605,
0.09340240061283112,
0.13926944136619568,
0.4423637390136719,
-0.27087095379829407,
0.06683043390512466,
0.32262417674064636,
0.027771878987550735,
-0.23967856168746948,
-0.1068023070693016,
0.11431463062763214,
0.05672271549701691,
-0.13262492418289185,
0.3174370527267456,
0.39816394448280334,
0.06588369607925415,
-0.14058348536491394,
0.036622751504182816,
0.06292079389095306,
-0.14363762736320496,
0.05199296027421951,
0.6180886030197144,
0.018258066847920418,
0.212153360247612,
0.06275149434804916,
0.22510570287704468,
-0.02615297958254814,
0.3331250250339508,
-0.1577175408601761,
0.4461425244808197,
0.21345612406730652,
0.19085952639579773,
-0.327781617641449,
-0.5346594452857971,
-0.16996900737285614,
0.32047995924949646,
0.09440161287784576,
-0.02571253292262554,
-0.2086394727230072,
0.24226462841033936,
-0.18227189779281616,
0.15879711508750916,
-0.06975604593753815,
0.1305377185344696,
-0.03403623402118683,
-0.1838853806257248,
-0.1329226791858673,
-0.15208259224891663,
-0.5502749085426331,
0.1870928257703781,
-0.2470206916332245,
-0.1265384554862976,
0.19390380382537842,
0.1568962186574936,
-0.1329803317785263,
-0.3558677136898041,
-0.050960805267095566,
0.3773248791694641,
-0.34378597140312195,
-0.3400721251964569,
0.3964485824108124,
0.017726752907037735,
0.01727033220231533,
0.24953152239322662,
0.13938021659851074,
0.33069801330566406,
0.42049986124038696,
-0.3608880937099457,
-0.1154860183596611,
0.06133892387151718,
0.07740160822868347,
0.07656557857990265,
0.19793115556240082,
0.019552456215023994,
0.2065381556749344,
0.3709865212440491,
-0.011409864760935307,
-0.013940542936325073,
-0.03165751323103905,
0.15727047622203827,
-0.22972635924816132,
-0.08797706663608551,
0.22997447848320007,
-0.04816097393631935,
0.19987687468528748,
-0.11763796210289001,
0.024510007351636887,
-0.24237388372421265,
0.021785834804177284,
0.5751786231994629,
0.01033906452357769,
0.10682892799377441,
0.059291768819093704,
-0.0527462400496006,
-0.1844875067472458,
0.39573705196380615,
0.6384896636009216,
0.34862250089645386,
-0.40219545364379883,
-0.19086426496505737,
-0.7238461971282959,
0.059811633080244064,
-0.4783252477645874,
-0.25687938928604126,
0.5058495998382568,
-0.07415737211704254,
0.10183132439851761,
0.3911999762058258,
-0.09394119679927826,
0.2525466978549957,
0.18576456606388092,
0.29510268568992615,
-0.26200056076049805,
-0.25890880823135376,
0.4163457453250885,
0.2090042680501938,
-0.17860129475593567,
-0.4936586916446686,
-0.010533937253057957,
0.04262426868081093,
-0.09226181358098984,
-0.18249140679836273,
0.041756149381399155,
0.1412571221590042,
0.37909209728240967,
0.19336539506912231,
0.05841187760233879,
0.776093602180481,
-0.02572420798242092,
-0.06480171531438828,
-0.07898280024528503,
-0.6323980093002319,
-0.05423605442047119,
0.06052100658416748,
0.0649561956524849,
0.12961982190608978,
-0.10221368819475174,
-0.1126851737499237,
-0.3824731111526489,
0.30614030361175537,
-0.12557537853717804,
-0.14835208654403687,
-0.23188383877277374,
-0.004364101681858301,
-0.050850726664066315,
-0.06284968554973602,
-0.02813306637108326,
0.06108856573700905,
0.12244822084903717,
0.35521772503852844,
-0.12596504390239716,
-0.22627872228622437,
0.39892545342445374,
-0.05346270278096199,
-0.4505840241909027,
0.07258205860853195,
-0.11923103779554367,
0.3350658714771271,
-0.21185745298862457,
-0.46142470836639404,
0.19214020669460297,
0.2282828688621521,
-0.14500641822814941,
-0.364592045545578,
0.03540448471903801,
0.1440642774105072,
0.10550908744335175,
-0.11913534998893738,
0.60804682970047,
0.00681428425014019,
-0.1588616520166397,
0.10727094858884811,
-0.17213541269302368
] |
https://github.com/huggingface/datasets/issues/2061 | Cannot load udpos subsets from xtreme dataset using load_dataset() | Hi,
after #2326, the lines with pos tags equal to `"_"` are filtered out when generating the dataset, so this fixes the KeyError described above. However, the udpos subset should be in the conll format i.e. it should yield sequences of tokens and not single tokens, so it would be great to see this fixed (feel free to borrow the logic from [here](https://github.com/google-research/xtreme/blob/58a76a0d02458c4b3b6a742d3fd4ffaca80ff0de/utils_preprocess.py#L187-L204) if you decide to work on this). | Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
| 70 | Cannot load udpos subsets from xtreme dataset using load_dataset()
Hello,
I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and faced the same error.
Reprex is:
`from datasets import load_dataset `
`dataset = load_dataset('xtreme', 'udpos.English')`
The error is:
`KeyError: '_'`
The full traceback is:
KeyError Traceback (most recent call last)
<ipython-input-5-7181359ea09d> in <module>
1 from datasets import load_dataset
----> 2 dataset = load_dataset('xtreme', 'udpos.English')
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
738
739 # Download and prepare data
--> 740 builder_instance.download_and_prepare(
741 download_config=download_config,
742 download_mode=download_mode,
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in download_and_prepare(self, download_config, download_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, **download_and_prepare_kwargs)
576 logger.warning("HF google storage unreachable. Downloading and preparing it from source")
577 if not downloaded_from_gcs:
--> 578 self._download_and_prepare(
579 dl_manager=dl_manager, verify_infos=verify_infos, **download_and_prepare_kwargs
580 )
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _download_and_prepare(self, dl_manager, verify_infos, **prepare_split_kwargs)
654 try:
655 # Prepare split will record examples associated to the split
--> 656 self._prepare_split(split_generator, **prepare_split_kwargs)
657 except OSError as e:
658 raise OSError(
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\builder.py in _prepare_split(self, split_generator)
977 generator, unit=" examples", total=split_info.num_examples, leave=False, disable=not_verbose
978 ):
--> 979 example = self.info.features.encode_example(record)
980 writer.write(example)
981 finally:
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example)
946 def encode_example(self, example):
947 example = cast_to_python_objects(example)
--> 948 return encode_nested_example(self, example)
949
950 def encode_batch(self, batch):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
840 # Nested structures: we allow dict, list/tuples, sequences
841 if isinstance(schema, dict):
--> 842 return {
843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in <dictcomp>(.0)
841 if isinstance(schema, dict):
842 return {
--> 843 k: encode_nested_example(sub_schema, sub_obj) for k, (sub_schema, sub_obj) in utils.zip_dict(schema, obj)
844 }
845 elif isinstance(schema, (list, tuple)):
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_nested_example(schema, obj)
868 # ClassLabel will convert from string to int, TranslationVariableLanguages does some checks
869 elif isinstance(schema, (ClassLabel, TranslationVariableLanguages, Value, _ArrayXD)):
--> 870 return schema.encode_example(obj)
871 # Other object should be directly convertible to a native Arrow type (like Translation and Translation)
872 return obj
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in encode_example(self, example_data)
647 # If a string is given, convert to associated integer
648 if isinstance(example_data, str):
--> 649 example_data = self.str2int(example_data)
650
651 # Allowing -1 to mean no label.
~\Anaconda3\envs\mlenv\lib\site-packages\datasets\features.py in str2int(self, values)
605 if value not in self._str2int:
606 value = value.strip()
--> 607 output.append(self._str2int[str(value)])
608 else:
609 # No names provided, try to integerize
KeyError: '_'
Hi,
after #2326, the lines with pos tags equal to `"_"` are filtered out when generating the dataset, so this fixes the KeyError described above. However, the udpos subset should be in the conll format i.e. it should yield sequences of tokens and not single tokens, so it would be great to see this fixed (feel free to borrow the logic from [here](https://github.com/google-research/xtreme/blob/58a76a0d02458c4b3b6a742d3fd4ffaca80ff0de/utils_preprocess.py#L187-L204) if you decide to work on this). | [
-0.34640318155288696,
-0.07528641819953918,
0.002613973570987582,
0.4443909525871277,
0.3713300824165344,
0.06911943852901459,
0.24056868255138397,
0.0394754521548748,
0.5101771354675293,
0.20612460374832153,
-0.3589056432247162,
0.05270497500896454,
0.0860961377620697,
0.08086590468883514,
0.1144123524427414,
-0.31510457396507263,
-0.06024928763508797,
0.017356043681502342,
-0.2503679692745209,
-0.06550421565771103,
-0.4105168581008911,
-0.06232607364654541,
-0.30465835332870483,
0.10954292118549347,
-0.17110316455364227,
0.2064574807882309,
0.014145503751933575,
0.16473369300365448,
-0.3150220215320587,
-0.49502214789390564,
0.5633595585823059,
0.018032709136605263,
0.5800749063491821,
0.22132189571857452,
-0.00012534325651358813,
0.10603858530521393,
0.4861794710159302,
-0.06130566447973251,
-0.3452349901199341,
-0.4049578607082367,
-0.41898828744888306,
-0.13159716129302979,
-0.06906148791313171,
-0.09646529704332352,
0.10452752560377121,
-0.004399124998599291,
-0.08233433961868286,
-0.25856226682662964,
0.33210286498069763,
0.3678758144378662,
0.09417030215263367,
0.372028648853302,
0.06185821071267128,
-0.22116512060165405,
0.4757199287414551,
-0.04227086901664734,
-0.14890769124031067,
0.15637381374835968,
0.4271000921726227,
-0.3246814012527466,
0.1801450550556183,
0.12462534010410309,
-0.20913945138454437,
0.22491706907749176,
-0.16371791064739227,
0.05600580945611,
0.18213476240634918,
-0.2583509683609009,
0.23912464082241058,
0.13496530055999756,
0.8412336111068726,
-0.15123896300792694,
-0.4147814214229584,
0.018238898366689682,
-0.10140609741210938,
-0.355482280254364,
0.1830144077539444,
0.0008576518739573658,
-0.057887014001607895,
0.07884155213832855,
-0.07679964601993561,
-0.0602421909570694,
0.050375811755657196,
0.289072722196579,
-0.1434580534696579,
0.2910362780094147,
0.0541207417845726,
0.13386079668998718,
0.323951780796051,
-0.10892032831907272,
0.49014008045196533,
0.09794227033853531,
-0.07307172566652298,
0.24106019735336304,
-0.32311663031578064,
0.2865314781665802,
-0.07560479640960693,
-0.3037874698638916,
0.2389640063047409,
-0.10459776222705841,
-0.10120714455842972,
0.003955868072807789,
-0.144365131855011,
0.3295549750328064,
0.4467025697231293,
0.2585926353931427,
0.3614310324192047,
0.2899976074695587,
0.10725408792495728,
0.15876848995685577,
-0.05657316744327545,
-0.06338642537593842,
-0.44746100902557373,
-0.21606256067752838,
0.08579187840223312,
-0.02712981589138508,
0.15717048943042755,
-0.45061856508255005,
-0.5827982425689697,
0.044834211468696594,
-0.1629014015197754,
-0.21788379549980164,
0.05834979936480522,
0.26888948678970337,
0.1545640528202057,
0.4297795593738556,
0.045862406492233276,
0.4458411931991577,
-0.4962797164916992,
-0.26598066091537476,
-0.054423850029706955,
0.16876259446144104,
-0.418963760137558,
0.05851347744464874,
0.14394254982471466,
0.005287135485559702,
0.21485795080661774,
0.01677551679313183,
0.26567429304122925,
-0.24525345861911774,
0.12882931530475616,
-0.235885888338089,
-0.2444218099117279,
0.35405153036117554,
0.31052419543266296,
0.12189780175685883,
0.27113059163093567,
-0.37467625737190247,
-0.07859892398118973,
0.2891557812690735,
-0.22251096367835999,
-0.23501184582710266,
0.09094387292861938,
0.032854899764060974,
-0.17969107627868652,
0.05502031370997429,
-1.0357831716537476,
-0.0764576718211174,
0.08510317653417587,
0.10693303495645523,
-0.015508895739912987,
-0.2755296230316162,
-0.1712111532688141,
0.002595613244920969,
0.2848055362701416,
0.5355799198150635,
-0.28687137365341187,
-0.04640650749206543,
-0.1408398151397705,
-0.0400896780192852,
0.3355933129787445,
0.3613087832927704,
-0.3357941806316376,
0.07375438511371613,
-0.12798506021499634,
0.10571114718914032,
0.1982140839099884,
-0.51507568359375,
-0.48036572337150574,
0.16409754753112793,
0.05092811584472656,
-0.01618768647313118,
-0.08576048910617828,
-0.3274519741535187,
0.23931796848773956,
0.03572060167789459,
0.1953127235174179,
0.25892436504364014,
0.058097515255212784,
-0.0908871442079544,
-0.17510190606117249,
-0.09859495609998703,
0.13611330091953278,
0.42719197273254395,
0.29112479090690613,
0.14539998769760132,
0.26148784160614014,
0.4392363727092743,
0.04362192749977112,
0.016575424000620842,
0.013182515278458595,
0.3216632306575775,
0.03336002677679062,
0.0902012288570404,
0.03624095022678375,
-0.05934450402855873,
-0.42229002714157104,
0.2021971493959427,
-0.09310019016265869,
-0.0453704334795475,
0.09755405783653259,
0.1812402456998825,
-0.38971108198165894,
0.12302235513925552,
-0.32474491000175476,
-0.31970450282096863,
-0.09428925067186356,
0.08660388737916946,
-0.09641359001398087,
-0.08180830627679825,
-0.1698000431060791,
0.08066827058792114,
-0.07154851406812668,
0.1103203222155571,
-0.37545156478881836,
0.4191194474697113,
0.049578238278627396,
-0.06489014625549316,
0.08072394877672195,
0.20630010962486267,
0.22997990250587463,
-0.1260800063610077,
-0.17538128793239594,
0.18774232268333435,
0.6032564640045166,
-0.17918287217617035,
0.1357363760471344,
-0.04410390183329582,
0.3042582869529724,
-0.3885694146156311,
0.1962026059627533,
-0.027381669729948044,
0.11872163414955139,
0.11306479573249817,
0.05983028933405876,
0.2541896104812622,
-0.03597460314631462,
0.1840638518333435,
-0.12819059193134308,
0.12247266620397568,
0.3874267637729645,
0.0022268458269536495,
0.06135931983590126,
-0.29249584674835205,
0.5102493762969971,
0.32502925395965576,
0.3184416592121124,
0.052479080855846405,
-0.14598646759986877,
-0.22427284717559814,
-0.1109304279088974,
-0.1516297608613968,
0.08167168498039246,
0.15156985819339752,
-0.22369910776615143,
0.044475775212049484,
0.20372256636619568,
0.23733538389205933,
0.32943350076675415,
0.02146703191101551,
0.07584703713655472,
-0.0468033142387867,
0.023762766271829605,
0.07017688453197479,
-0.009797520935535431,
-0.07181675732135773,
-0.10157562792301178,
0.06444068998098373,
0.0008363314555026591,
-0.20575770735740662,
-0.22481165826320648,
0.07293934375047684,
0.23779715597629547,
0.42306965589523315,
-0.30031639337539673,
0.047321975231170654,
-0.4231782853603363,
-0.15952913463115692,
0.13899633288383484,
-0.08027945458889008,
-0.03873107209801674,
-0.1483372002840042,
-0.31891316175460815,
0.27781546115875244,
0.3382665812969208,
0.1288224309682846,
0.10790964215993881,
-0.2398621141910553,
-0.024733060970902443,
-0.2022276520729065,
0.16747763752937317,
-0.19168277084827423,
-0.1363239884376526,
-0.11427710205316544,
0.23435340821743011,
0.1731063574552536,
0.09741006791591644,
-0.3408341705799103,
-0.04541347920894623,
-0.23199711740016937,
-0.0555945485830307,
0.2320307493209839,
-0.0026652489323168993,
0.30958718061447144,
-0.07700043171644211,
0.14246325194835663,
-0.35867589712142944,
0.036472633481025696,
0.3661395013332367,
0.021217459812760353,
-0.16787968575954437,
0.26772770285606384,
-0.012351756915450096,
-0.1251048892736435,
0.023681486025452614,
-0.1473119854927063,
-0.29981064796447754,
-0.20938508212566376,
0.017121654003858566,
0.048265744000673294,
0.023905029520392418,
-0.04711546376347542,
0.039598848670721054,
0.038050007075071335,
0.17748814821243286,
-0.17492927610874176,
-0.34034380316734314,
-0.4319576621055603,
0.4691959619522095,
-0.2710251808166504,
-0.24750059843063354,
0.08169692754745483,
0.04735611379146576,
0.2014109194278717,
0.3418828845024109,
-0.46034082770347595,
-0.07378628849983215,
-0.11739278584718704,
0.16462557017803192,
0.07586102187633514,
0.1864938884973526,
0.046967290341854095,
-0.13114893436431885,
0.15852029621601105,
-0.07704134285449982,
-0.33956682682037354,
-0.10581044852733612,
0.24256329238414764,
0.25783902406692505,
-0.10521668940782547,
0.4483571946620941,
-0.2508384585380554,
0.2393934726715088,
-0.01294576283544302,
0.289110392332077,
0.5426396727561951,
-0.08933340758085251,
0.15291275084018707,
-0.32179391384124756,
-0.31435248255729675,
-0.09971155226230621,
-0.19487519562244415,
-0.13899016380310059,
0.04835706949234009,
0.026965510100126266,
-0.14914605021476746,
-0.27067485451698303,
-0.052907947450876236,
-0.08796107769012451,
-0.1746995747089386,
-0.05534324049949646,
-0.06937798112630844,
0.32938557863235474,
-0.05049335956573486,
0.27914994955062866,
0.01361740380525589,
-0.040418896824121475,
-0.1539396345615387,
0.22464250028133392,
0.12359973043203354,
0.2225521206855774,
-0.3244822025299072,
0.1071845293045044,
-0.2705764174461365,
0.35297152400016785,
-0.04078780114650726,
0.7153816819190979,
-0.14472679793834686,
0.3261326849460602,
0.11281713098287582,
0.038127027451992035,
0.10555662214756012,
-0.29159632325172424,
0.1107802614569664,
0.02591034770011902,
-0.43943849205970764,
-0.057181645184755325,
-0.03271926939487457,
-0.04879248887300491,
-0.06407037377357483,
-0.029191523790359497,
0.26154059171676636,
-0.24738410115242004,
-0.10460549592971802,
-0.021286822855472565,
0.3048669099807739,
-0.04211358726024628,
-0.24261800944805145,
-0.3949684798717499,
-0.5412188172340393,
-0.4392503499984741,
-0.18904897570610046,
0.1465298980474472,
0.15771298110485077,
-0.07987193763256073,
0.20453967154026031,
-0.15882907807826996,
0.10533057153224945,
0.22422944009304047,
0.084091916680336,
0.27255943417549133,
-0.033014457672834396,
0.1534871608018875,
0.2682335674762726,
-0.16656053066253662,
0.7140191793441772,
0.7792878746986389,
-0.1654733270406723,
-0.3519229292869568,
0.2531236410140991,
-0.07656962424516678,
0.021769041195511818,
-0.05635560676455498,
-0.026279272511601448,
0.04735977202653885,
-0.1993347555398941,
-0.17018304765224457,
-0.046421412378549576,
0.19832192361354828,
0.19671925902366638,
0.15442386269569397,
-0.2928840219974518,
-0.7532661557197571,
0.5231230854988098,
0.07335072755813599,
0.11949140578508377,
0.2948041558265686,
-0.09946618229150772,
-0.18771131336688995,
0.2691774070262909,
0.10974043607711792,
0.7309185862541199,
-0.40244290232658386,
0.06639967113733292,
0.1255253702402115,
0.03905387222766876,
0.09694751352071762,
-0.03893978148698807,
-0.25493746995925903,
-0.18996389210224152,
-0.2134169042110443,
-0.14643681049346924,
-0.16306522488594055,
0.2815147936344147,
0.15234123170375824,
-0.0743446797132492,
0.28194645047187805,
-0.17344960570335388,
-0.02855612151324749,
0.23774757981300354,
0.11795371770858765,
-0.08527343720197678,
-0.3346664309501648,
-0.570162832736969,
0.06952619552612305,
-0.17449237406253815,
0.21966442465782166,
-0.022928306832909584,
0.04462621361017227,
-0.07708926498889923,
-0.055821217596530914,
-0.3917289972305298,
0.3648408353328705,
-0.27481818199157715,
0.3384895920753479,
-0.1301482617855072,
-0.3494687080383301,
0.18923398852348328,
0.4507746994495392,
0.22845685482025146,
0.14010928571224213,
-0.1527663767337799,
0.07425945997238159,
0.2642703652381897,
-0.25238364934921265,
-0.030452542006969452,
-0.10021744668483734,
-0.06935514509677887,
-0.023043137043714523,
-0.2731993496417999,
0.14196501672267914,
-0.07024788856506348,
-0.2247539758682251,
-0.07429403066635132,
0.13919122517108917,
0.028741903603076935,
-0.0994306206703186,
-0.3413543403148651,
-0.0718901976943016,
0.03511866554617882,
-0.1643306016921997,
-0.006722416263073683,
0.2091258317232132,
-0.09398096799850464,
0.011095618829131126,
0.05714891850948334,
-0.33624085783958435,
0.0208261888474226,
0.45986998081207275,
-0.06713680177927017,
-0.10354215651750565,
0.5126205086708069,
0.220763698220253,
-0.20533375442028046,
-0.1291891187429428,
0.2668744921684265,
0.3432774841785431,
-0.24352428317070007,
0.02479379251599312,
-0.1015286073088646,
0.12263856828212738,
0.016965018585324287,
0.01908383145928383,
0.23217612504959106,
-0.35060885548591614,
0.3566075265407562,
-0.5912507176399231,
-0.3739054203033447,
0.19041545689105988,
-0.18425226211547852,
0.020910751074552536,
-0.023007730022072792,
0.011408920399844646,
-0.1538708657026291,
-0.08554083108901978,
-0.11315358430147171,
0.11046397686004639,
-0.35552892088890076,
0.05317544937133789,
0.23331157863140106,
-0.003837547730654478,
0.02661791257560253,
-0.17022128403186798,
0.008407372049987316,
0.13824641704559326,
0.03584565594792366,
-0.038531482219696045,
-0.1823156327009201,
0.2142098844051361,
0.1291014403104782,
-0.3466271758079529,
0.009542066603899002,
-0.2173159122467041,
-0.04067789018154144,
-0.1456345021724701,
0.17523430287837982,
0.46423134207725525,
-0.05088549852371216,
0.11629126220941544,
0.2020447552204132,
0.1192644014954567,
-0.36100485920906067,
0.3773382008075714,
-0.05974655598402023,
0.21924030780792236,
0.10528089851140976,
0.19968561828136444,
0.2261883020401001,
0.12845365703105927,
-0.29863885045051575,
-0.0918608009815216,
0.25436222553253174,
-0.0207492858171463,
0.2784877419471741,
-0.424655020236969,
0.38469767570495605,
0.09340240061283112,
0.13926944136619568,
0.4423637390136719,
-0.27087095379829407,
0.06683043390512466,
0.32262417674064636,
0.027771878987550735,
-0.23967856168746948,
-0.1068023070693016,
0.11431463062763214,
0.05672271549701691,
-0.13262492418289185,
0.3174370527267456,
0.39816394448280334,
0.06588369607925415,
-0.14058348536491394,
0.036622751504182816,
0.06292079389095306,
-0.14363762736320496,
0.05199296027421951,
0.6180886030197144,
0.018258066847920418,
0.212153360247612,
0.06275149434804916,
0.22510570287704468,
-0.02615297958254814,
0.3331250250339508,
-0.1577175408601761,
0.4461425244808197,
0.21345612406730652,
0.19085952639579773,
-0.327781617641449,
-0.5346594452857971,
-0.16996900737285614,
0.32047995924949646,
0.09440161287784576,
-0.02571253292262554,
-0.2086394727230072,
0.24226462841033936,
-0.18227189779281616,
0.15879711508750916,
-0.06975604593753815,
0.1305377185344696,
-0.03403623402118683,
-0.1838853806257248,
-0.1329226791858673,
-0.15208259224891663,
-0.5502749085426331,
0.1870928257703781,
-0.2470206916332245,
-0.1265384554862976,
0.19390380382537842,
0.1568962186574936,
-0.1329803317785263,
-0.3558677136898041,
-0.050960805267095566,
0.3773248791694641,
-0.34378597140312195,
-0.3400721251964569,
0.3964485824108124,
0.017726752907037735,
0.01727033220231533,
0.24953152239322662,
0.13938021659851074,
0.33069801330566406,
0.42049986124038696,
-0.3608880937099457,
-0.1154860183596611,
0.06133892387151718,
0.07740160822868347,
0.07656557857990265,
0.19793115556240082,
0.019552456215023994,
0.2065381556749344,
0.3709865212440491,
-0.011409864760935307,
-0.013940542936325073,
-0.03165751323103905,
0.15727047622203827,
-0.22972635924816132,
-0.08797706663608551,
0.22997447848320007,
-0.04816097393631935,
0.19987687468528748,
-0.11763796210289001,
0.024510007351636887,
-0.24237388372421265,
0.021785834804177284,
0.5751786231994629,
0.01033906452357769,
0.10682892799377441,
0.059291768819093704,
-0.0527462400496006,
-0.1844875067472458,
0.39573705196380615,
0.6384896636009216,
0.34862250089645386,
-0.40219545364379883,
-0.19086426496505737,
-0.7238461971282959,
0.059811633080244064,
-0.4783252477645874,
-0.25687938928604126,
0.5058495998382568,
-0.07415737211704254,
0.10183132439851761,
0.3911999762058258,
-0.09394119679927826,
0.2525466978549957,
0.18576456606388092,
0.29510268568992615,
-0.26200056076049805,
-0.25890880823135376,
0.4163457453250885,
0.2090042680501938,
-0.17860129475593567,
-0.4936586916446686,
-0.010533937253057957,
0.04262426868081093,
-0.09226181358098984,
-0.18249140679836273,
0.041756149381399155,
0.1412571221590042,
0.37909209728240967,
0.19336539506912231,
0.05841187760233879,
0.776093602180481,
-0.02572420798242092,
-0.06480171531438828,
-0.07898280024528503,
-0.6323980093002319,
-0.05423605442047119,
0.06052100658416748,
0.0649561956524849,
0.12961982190608978,
-0.10221368819475174,
-0.1126851737499237,
-0.3824731111526489,
0.30614030361175537,
-0.12557537853717804,
-0.14835208654403687,
-0.23188383877277374,
-0.004364101681858301,
-0.050850726664066315,
-0.06284968554973602,
-0.02813306637108326,
0.06108856573700905,
0.12244822084903717,
0.35521772503852844,
-0.12596504390239716,
-0.22627872228622437,
0.39892545342445374,
-0.05346270278096199,
-0.4505840241909027,
0.07258205860853195,
-0.11923103779554367,
0.3350658714771271,
-0.21185745298862457,
-0.46142470836639404,
0.19214020669460297,
0.2282828688621521,
-0.14500641822814941,
-0.364592045545578,
0.03540448471903801,
0.1440642774105072,
0.10550908744335175,
-0.11913534998893738,
0.60804682970047,
0.00681428425014019,
-0.1588616520166397,
0.10727094858884811,
-0.17213541269302368
] |
https://github.com/huggingface/datasets/issues/2059 | Error while following docs to load the `ted_talks_iwslt` dataset | This has been fixed in #2064 by @mariosasko (thanks again !)
The fix is available on the master branch and we'll do a new release very soon :) | I am currently trying to load the `ted_talks_iwslt` dataset into google colab.
The [docs](https://huggingface.co/datasets/ted_talks_iwslt) mention the following way of doing so.
```python
dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014")
```
Executing it results in the error attached below.
```
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-6-7dcc67154ef9> in <module>()
----> 1 dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014")
4 frames
/usr/local/lib/python3.7/dist-packages/datasets/load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
730 hash=hash,
731 features=features,
--> 732 **config_kwargs,
733 )
734
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in __init__(self, writer_batch_size, *args, **kwargs)
927
928 def __init__(self, *args, writer_batch_size=None, **kwargs):
--> 929 super(GeneratorBasedBuilder, self).__init__(*args, **kwargs)
930 # Batch size used by the ArrowWriter
931 # It defines the number of samples that are kept in memory before writing them
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in __init__(self, cache_dir, name, hash, features, **config_kwargs)
241 name,
242 custom_features=features,
--> 243 **config_kwargs,
244 )
245
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in _create_builder_config(self, name, custom_features, **config_kwargs)
337 if "version" not in config_kwargs and hasattr(self, "VERSION") and self.VERSION:
338 config_kwargs["version"] = self.VERSION
--> 339 builder_config = self.BUILDER_CONFIG_CLASS(**config_kwargs)
340
341 # otherwise use the config_kwargs to overwrite the attributes
/root/.cache/huggingface/modules/datasets_modules/datasets/ted_talks_iwslt/024d06b1376b361e59245c5878ab8acf9a7576d765f2d0077f61751158e60914/ted_talks_iwslt.py in __init__(self, language_pair, year, **kwargs)
219 description=description,
220 version=datasets.Version("1.1.0", ""),
--> 221 **kwargs,
222 )
223
TypeError: __init__() got multiple values for keyword argument 'version'
```
How to resolve this?
PS: Thanks a lot @huggingface team for creating this great library! | 28 | Error while following docs to load the `ted_talks_iwslt` dataset
I am currently trying to load the `ted_talks_iwslt` dataset into google colab.
The [docs](https://huggingface.co/datasets/ted_talks_iwslt) mention the following way of doing so.
```python
dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014")
```
Executing it results in the error attached below.
```
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-6-7dcc67154ef9> in <module>()
----> 1 dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014")
4 frames
/usr/local/lib/python3.7/dist-packages/datasets/load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, script_version, use_auth_token, **config_kwargs)
730 hash=hash,
731 features=features,
--> 732 **config_kwargs,
733 )
734
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in __init__(self, writer_batch_size, *args, **kwargs)
927
928 def __init__(self, *args, writer_batch_size=None, **kwargs):
--> 929 super(GeneratorBasedBuilder, self).__init__(*args, **kwargs)
930 # Batch size used by the ArrowWriter
931 # It defines the number of samples that are kept in memory before writing them
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in __init__(self, cache_dir, name, hash, features, **config_kwargs)
241 name,
242 custom_features=features,
--> 243 **config_kwargs,
244 )
245
/usr/local/lib/python3.7/dist-packages/datasets/builder.py in _create_builder_config(self, name, custom_features, **config_kwargs)
337 if "version" not in config_kwargs and hasattr(self, "VERSION") and self.VERSION:
338 config_kwargs["version"] = self.VERSION
--> 339 builder_config = self.BUILDER_CONFIG_CLASS(**config_kwargs)
340
341 # otherwise use the config_kwargs to overwrite the attributes
/root/.cache/huggingface/modules/datasets_modules/datasets/ted_talks_iwslt/024d06b1376b361e59245c5878ab8acf9a7576d765f2d0077f61751158e60914/ted_talks_iwslt.py in __init__(self, language_pair, year, **kwargs)
219 description=description,
220 version=datasets.Version("1.1.0", ""),
--> 221 **kwargs,
222 )
223
TypeError: __init__() got multiple values for keyword argument 'version'
```
How to resolve this?
PS: Thanks a lot @huggingface team for creating this great library!
This has been fixed in #2064 by @mariosasko (thanks again !)
The fix is available on the master branch and we'll do a new release very soon :) | [
-0.21400970220565796,
0.128444105386734,
0.04851163551211357,
0.2001315802335739,
0.03129125013947487,
0.09337275475263596,
0.6712162494659424,
0.19440847635269165,
0.12410248816013336,
-0.06191829591989517,
-0.04957537725567818,
0.3381049335002899,
-0.29105472564697266,
0.4190407991409302,
0.07738862186670303,
-0.2890877425670624,
0.0997464507818222,
0.07318214327096939,
-0.055957991629838943,
0.2060503363609314,
-0.32542118430137634,
0.21240490674972534,
-0.4152066707611084,
0.012749983929097652,
-0.2546611726284027,
-0.20342102646827698,
0.04681381955742836,
0.2763831615447998,
-0.26611676812171936,
-0.3130563199520111,
0.38868770003318787,
-0.019433900713920593,
0.4227885901927948,
0.4655914008617401,
-0.0001143110785051249,
0.1071714535355568,
0.5188995003700256,
-0.13663922250270844,
-0.5111311674118042,
-0.34824806451797485,
-0.428277850151062,
0.05643581598997116,
0.1920466125011444,
-0.14138498902320862,
0.0406111516058445,
0.19225823879241943,
0.15502426028251648,
0.07070481032133102,
0.2410452663898468,
0.4013662338256836,
0.1814023107290268,
0.38041260838508606,
0.2313806116580963,
-0.23516744375228882,
0.1545952409505844,
0.02485005371272564,
-0.0978885367512703,
0.5647634267807007,
-0.04707568511366844,
-0.11410264670848846,
0.1286965161561966,
0.3489501178264618,
-0.15315952897071838,
0.1483008861541748,
0.22718217968940735,
0.03715340793132782,
-0.2069462537765503,
-0.25338783860206604,
0.16995376348495483,
0.14380089938640594,
0.6555979251861572,
-0.2468864470720291,
-0.2574799954891205,
-0.03358984366059303,
0.009955308400094509,
-0.2570732831954956,
0.20090210437774658,
0.1602667272090912,
-0.08147566765546799,
0.044007424265146255,
-0.08265554159879684,
-0.020635901018977165,
-0.23171497881412506,
0.24862922728061676,
-0.11926925182342529,
0.3788590729236603,
-0.12965106964111328,
0.22923362255096436,
0.19096437096595764,
-0.16130633652210236,
0.4198671281337738,
0.06734615564346313,
-0.0003740493266377598,
0.12366506457328796,
-0.17200592160224915,
0.09205871820449829,
0.07430671900510788,
0.26797226071357727,
0.0050415475852787495,
-0.18031178414821625,
-0.04619104415178299,
-0.17313525080680847,
0.07009472697973251,
0.3650495409965515,
0.41405922174453735,
0.1718420833349228,
0.0364549346268177,
0.29236191511154175,
0.2413598746061325,
0.35009709000587463,
-0.018687456846237183,
0.005766963120549917,
-0.2672669589519501,
-0.16435739398002625,
0.13001100718975067,
0.004981584846973419,
0.4590969383716583,
-0.04238452389836311,
-0.4038478434085846,
-0.0003769115428440273,
-0.3010184168815613,
0.082471564412117,
0.08906303346157074,
0.3704460561275482,
0.027856335043907166,
-0.00011127906327601522,
0.2095952183008194,
0.18170081079006195,
-0.1293831169605255,
-0.04316721484065056,
-0.14256708323955536,
0.41911932826042175,
-0.1319151520729065,
0.14973707497119904,
0.21870405972003937,
0.07675968110561371,
0.14100795984268188,
-0.1379394680261612,
0.22206978499889374,
0.04464538022875786,
-0.026826007291674614,
-0.10824383050203323,
-0.17722724378108978,
0.28559792041778564,
0.1986786276102066,
0.11575756967067719,
0.27170324325561523,
-0.4462212920188904,
-0.2021682858467102,
0.19388069212436676,
-0.3336770534515381,
-0.4380973279476166,
-0.24774794280529022,
0.13999122381210327,
-0.14223569631576538,
-0.08078218251466751,
-0.6888023018836975,
0.09705417603254318,
0.3203805088996887,
-0.236649289727211,
-0.1176825538277626,
-0.3462980389595032,
-0.4640254080295563,
-0.1770428717136383,
0.10388915240764618,
0.610526442527771,
-0.40280309319496155,
-0.10324478149414062,
-0.2107320874929428,
0.1306750774383545,
0.17037978768348694,
0.2542804777622223,
-0.30407994985580444,
0.43800461292266846,
-0.12646204233169556,
0.16866789758205414,
0.02721286006271839,
-0.21677516400814056,
-0.2442435920238495,
0.06886792182922363,
0.14411373436450958,
0.1390663981437683,
-0.10066284239292145,
-0.11116182804107666,
0.19637766480445862,
-0.11561756581068039,
0.48708388209342957,
0.28355470299720764,
-0.15320512652397156,
0.04930361732840538,
-0.1728232353925705,
-0.15911757946014404,
0.26521819829940796,
0.22183547914028168,
0.16024522483348846,
0.10630325227975845,
0.020408133044838905,
0.1632988154888153,
-0.07608707994222641,
-0.16157349944114685,
-0.10272032022476196,
0.10231463611125946,
0.3372313678264618,
0.04571981355547905,
-0.05767574906349182,
0.07024259120225906,
-0.6290013790130615,
0.11771435290575027,
-0.08998622745275497,
0.4876347780227661,
-0.23781466484069824,
-0.0781501829624176,
-0.3759537935256958,
0.2315169721841812,
-0.25866231322288513,
0.021196719259023666,
0.10279257595539093,
0.137545645236969,
-0.340593546628952,
0.10958562791347504,
0.002486061304807663,
0.3937731087207794,
-0.18009784817695618,
-0.05020628124475479,
-0.5546486973762512,
0.3506631851196289,
-0.2476857453584671,
-0.2609458863735199,
0.2360200434923172,
0.012841732241213322,
0.15122760832309723,
-0.08523724973201752,
-0.10424289107322693,
0.2208421677350998,
0.08386265486478806,
0.17825455963611603,
-0.04154285788536072,
0.049828723073005676,
0.08662303537130356,
-0.24700304865837097,
-0.0502534843981266,
0.28001463413238525,
0.30624353885650635,
-0.022260243073105812,
0.00728311063721776,
0.33882325887680054,
0.21452860534191132,
0.06179659068584442,
-0.10642865300178528,
0.08690670877695084,
0.15293069183826447,
-0.032194532454013824,
-0.015445832163095474,
-0.10980172455310822,
0.09408190101385117,
0.30776289105415344,
-0.21735064685344696,
-0.006536795292049646,
-0.36730676889419556,
0.10656954348087311,
0.347286194562912,
-0.04067587852478027,
0.10630697011947632,
0.20048578083515167,
-0.04580727964639664,
-0.2589946687221527,
0.15289442241191864,
-0.09880854189395905,
0.34165409207344055,
-0.06521514058113098,
-0.19084501266479492,
-0.02009209245443344,
0.09835442900657654,
0.00004166914732195437,
0.11114492267370224,
0.13056054711341858,
0.20453545451164246,
-0.021802779287099838,
0.13383714854717255,
0.04691077768802643,
-0.16360528767108917,
-0.17263489961624146,
0.0007487353286705911,
0.48915207386016846,
-0.45903486013412476,
0.34458768367767334,
-0.08381452411413193,
-0.39805659651756287,
-0.11777860671281815,
-0.02125648967921734,
-0.09371030330657959,
-0.3758859634399414,
-0.14979898929595947,
0.47695523500442505,
-0.016329996287822723,
0.06470535695552826,
0.33187103271484375,
0.3093937337398529,
0.3434872031211853,
-0.18017759919166565,
-0.09137030690908432,
-0.36691585183143616,
-0.2936859428882599,
0.03223022073507309,
0.466572105884552,
0.11508388072252274,
0.21030357480049133,
-0.25656095147132874,
-0.07440374791622162,
-0.15552747249603271,
-0.3767435848712921,
0.1977672129869461,
-0.28209495544433594,
0.5574055910110474,
0.19279351830482483,
0.403636634349823,
-0.40214961767196655,
-0.4170801043510437,
0.21654239296913147,
-0.21592742204666138,
0.022855188697576523,
0.060069963335990906,
-0.25757572054862976,
-0.1695452779531479,
-0.07805398106575012,
-0.21543626487255096,
-0.388065904378891,
-0.33348456025123596,
0.04117928817868233,
0.02349134534597397,
0.10877803713083267,
0.4082963466644287,
0.10399525612592697,
0.08261457830667496,
0.5001869797706604,
-0.12017945200204849,
-0.22048187255859375,
-0.1896117478609085,
0.3713562786579132,
-0.26797375082969666,
-0.2996504604816437,
0.05743447691202164,
-0.1118454858660698,
-0.034539107233285904,
-0.12770022451877594,
-0.39798957109451294,
-0.16795438528060913,
-0.07960013300180435,
0.03434738889336586,
0.08701038360595703,
0.00468292785808444,
0.0903066024184227,
0.040992170572280884,
0.016509270295500755,
-0.14446063339710236,
-0.39719635248184204,
-0.04470663517713547,
0.2862808108329773,
0.18965232372283936,
0.31994906067848206,
0.15278007090091705,
-0.24658508598804474,
0.4933199882507324,
0.12704016268253326,
-0.18350660800933838,
0.3492407202720642,
0.025061897933483124,
0.17540092766284943,
-0.3715400993824005,
-0.43684589862823486,
0.23761725425720215,
-0.1879224330186844,
-0.2280796468257904,
0.2979319989681244,
-0.20454509556293488,
-0.34740617871284485,
-0.2248646467924118,
0.04381563141942024,
-0.17799179255962372,
-0.4377466142177582,
0.2583796977996826,
0.3308211863040924,
0.1570836305618286,
0.07716599106788635,
-0.22236092388629913,
-0.2364100068807602,
-0.14512507617473602,
-0.009316838346421719,
0.40674281120300293,
0.03520854562520981,
0.023753399029374123,
0.2685169577598572,
-0.019639626145362854,
-0.6131857633590698,
0.2619728446006775,
0.35988926887512207,
0.25677454471588135,
-0.18410030007362366,
-0.006345562171190977,
0.003963126335293055,
0.08356941491365433,
0.1082005575299263,
-0.1093384250998497,
-0.01083822175860405,
0.15193524956703186,
0.03918372467160225,
-0.026342788711190224,
-0.07902699708938599,
-0.3449523150920868,
0.31723710894584656,
0.18619130551815033,
0.2938251793384552,
-0.3232550323009491,
0.1021648421883583,
0.29997217655181885,
0.1534433811903,
-0.14502914249897003,
-0.14219409227371216,
-0.30567264556884766,
-0.5755370259284973,
-0.4369577169418335,
-0.15684917569160461,
0.22918550670146942,
0.30465787649154663,
-0.04450276121497154,
0.2770194709300995,
0.11607068032026291,
-0.02497437223792076,
0.24979203939437866,
0.19063150882720947,
0.26428210735321045,
0.2793497145175934,
-0.0030473473016172647,
-0.1023884117603302,
-0.08830545097589493,
0.32512903213500977,
0.5740007162094116,
0.07658404856920242,
-0.30278804898262024,
0.15344427525997162,
-0.0007590075838379562,
-0.03513215482234955,
0.1420040726661682,
-0.22359634935855865,
-0.1190413236618042,
-0.07917337119579315,
0.11919145286083221,
0.09210775792598724,
0.34120598435401917,
0.1121102124452591,
0.004006292205303907,
-0.6925354599952698,
-0.498118132352829,
0.4090971052646637,
-0.007240134757012129,
0.01927991397678852,
0.497560054063797,
0.1867416799068451,
-0.29832693934440613,
0.33483457565307617,
0.12213728576898575,
0.877152681350708,
-0.11099503189325333,
0.1701844334602356,
0.7048410177230835,
0.30511000752449036,
0.3482862114906311,
0.12937194108963013,
0.19868101179599762,
-0.24397516250610352,
-0.010168695822358131,
-0.17797735333442688,
-0.03473185375332832,
-0.10598646104335785,
-0.1789795458316803,
-0.5133094787597656,
0.16311228275299072,
-0.1395600289106369,
0.15329885482788086,
0.196264386177063,
0.20550872385501862,
-0.08526447415351868,
-0.22225351631641388,
-0.44702234864234924,
0.13574334979057312,
-0.18915049731731415,
0.1525285542011261,
-0.16985073685646057,
-0.19998766481876373,
-0.04225219041109085,
-0.22372974455356598,
-0.44312992691993713,
-0.010141155682504177,
-0.30179449915885925,
0.2878568768501282,
0.12850581109523773,
-0.35401949286460876,
0.38213595747947693,
0.08731347322463989,
0.20936886966228485,
-0.08612518757581711,
-0.2630380392074585,
0.07961472123861313,
-0.04228832572698593,
-0.1822863519191742,
-0.29279956221580505,
-0.08394906669855118,
0.3890058994293213,
0.010422507300972939,
-0.055533330887556076,
-0.1049366295337677,
-0.021770330145955086,
-0.3225519061088562,
-0.021043887361884117,
0.10696907341480255,
-0.11464156955480576,
-0.3590726852416992,
-0.18639668822288513,
-0.05656465142965317,
-0.08024468272924423,
-0.1424151510000229,
0.10516459494829178,
-0.023029476404190063,
-0.04526957869529724,
-0.05827682092785835,
0.09065905958414078,
-0.28899097442626953,
-0.013359961099922657,
0.21082252264022827,
-0.016983818262815475,
0.20195366442203522,
0.5059753060340881,
0.32310548424720764,
-0.1487450897693634,
-0.15561597049236298,
0.09032078087329865,
0.037092432379722595,
-0.17664463818073273,
0.3680170774459839,
0.0764475166797638,
0.17774128913879395,
-0.1176421046257019,
0.7146791815757751,
0.004976141266524792,
0.11667367070913315,
0.20426200330257416,
-0.6232947111129761,
-0.1541108340024948,
0.27463680505752563,
-0.29941582679748535,
0.12327253073453903,
0.1035279631614685,
0.16691143810749054,
0.029757056385278702,
-0.2967011034488678,
-0.28170400857925415,
0.02973455935716629,
-0.3422639071941376,
0.11655759066343307,
0.5153741836547852,
-0.14487221837043762,
0.2689293920993805,
0.051856860518455505,
0.10478979349136353,
0.010633109137415886,
0.013003275729715824,
-0.21687158942222595,
-0.1562119573354721,
0.13669703900814056,
-0.0015312854666262865,
-0.2776116728782654,
-0.10310466587543488,
-0.02329491451382637,
-0.20414790511131287,
-0.1257900446653366,
0.23979973793029785,
0.2675269842147827,
-0.2015843540430069,
0.08861811459064484,
-0.05847421661019325,
0.09013023227453232,
0.02897869423031807,
0.26912668347358704,
0.05761928856372833,
0.36246758699417114,
0.0758867859840393,
0.25649017095565796,
0.12191449850797653,
0.06191480532288551,
0.16047269105911255,
0.30620551109313965,
0.17935161292552948,
0.08066821098327637,
0.19381532073020935,
-0.4666217565536499,
0.0848969966173172,
-0.30389073491096497,
0.1471400111913681,
0.34802359342575073,
-0.34218037128448486,
0.029250618070364,
0.1527012437582016,
0.07472902536392212,
-0.14069952070713043,
0.08473273366689682,
0.20975081622600555,
-0.12182822078466415,
-0.036392636597156525,
0.33700814843177795,
0.09527032822370529,
0.16075217723846436,
-0.13024157285690308,
-0.009169219993054867,
0.28607118129730225,
0.27424246072769165,
0.11559576541185379,
-0.03151197358965874,
-0.16545885801315308,
0.11398407816886902,
0.01796187460422516,
0.18741752207279205,
0.18310365080833435,
0.06149753928184509,
-0.12294288724660873,
0.19942879676818848,
-0.2232542783021927,
0.0014121845597401261,
0.28006646037101746,
-0.5291493535041809,
0.04188588634133339,
0.08801570534706116,
0.10263456404209137,
0.07133792340755463,
0.0034236356150358915,
0.409915566444397,
-0.24650411307811737,
-0.08768784999847412,
-0.20129168033599854,
0.12133430689573288,
-0.1715998351573944,
-0.02201504446566105,
-0.10884657502174377,
-0.08513005822896957,
-0.31598660349845886,
0.13819994032382965,
-0.042683783918619156,
-0.09509103745222092,
0.20096135139465332,
0.3130762577056885,
-0.0781465545296669,
-0.28802192211151123,
0.06129157543182373,
0.267707496881485,
-0.12422798573970795,
-0.146975576877594,
0.2357485443353653,
0.010840309783816338,
-0.10583910346031189,
-0.05096758157014847,
0.26606878638267517,
0.728570282459259,
0.31925225257873535,
-0.25510677695274353,
0.07731244713068008,
-0.06903745234012604,
-0.14059220254421234,
0.027850525453686714,
0.003203087719157338,
0.18342360854148865,
0.1844143569469452,
0.3254409730434418,
0.16188374161720276,
-0.09495197236537933,
0.15285974740982056,
0.08831712603569031,
-0.07674837857484818,
-0.04484637454152107,
-0.06969054788351059,
-0.31891030073165894,
0.11084263771772385,
-0.24432030320167542,
0.05556792765855789,
-0.3604249358177185,
0.0488564595580101,
0.3898124694824219,
0.06134601682424545,
0.14078989624977112,
0.09845548123121262,
0.04323260486125946,
-0.08916119486093521,
0.7480604648590088,
0.42452919483184814,
0.57011878490448,
-0.4606824815273285,
-0.2080959528684616,
-0.45835500955581665,
0.14592024683952332,
-0.06892310082912445,
-0.04683861508965492,
-0.03262176737189293,
0.010774603113532066,
0.07430633157491684,
0.2133215069770813,
-0.190098375082016,
-0.15466472506523132,
-0.1080699935555458,
-0.048901014029979706,
-0.1239413246512413,
-0.3723290264606476,
0.0555766299366951,
-0.16658183932304382,
-0.09454964101314545,
-0.35662245750427246,
-0.0013354819966480136,
-0.36932674050331116,
0.039154402911663055,
-0.39894336462020874,
-0.2728849947452545,
-0.011551741510629654,
-0.04818218946456909,
0.1678229421377182,
0.18031123280525208,
0.6532691121101379,
-0.15871216356754303,
-0.13813474774360657,
-0.06256727874279022,
-0.36947864294052124,
-0.12168896943330765,
0.171771839261055,
0.0265649426728487,
0.42723584175109863,
-0.00472452724352479,
0.20101764798164368,
-0.4344120919704437,
0.3339692950248718,
0.014144603163003922,
-0.11431007832288742,
-0.40614935755729675,
0.03754453733563423,
-0.2808109521865845,
0.05915737524628639,
-0.005676372442394495,
0.09538695961236954,
-0.1021752804517746,
0.14464925229549408,
-0.17786182463169098,
-0.3812478482723236,
0.7138028144836426,
-0.6547111868858337,
-0.5138834118843079,
-0.017322396859526634,
-0.1966511756181717,
-0.13080579042434692,
0.0336088091135025,
-0.7398446202278137,
0.18493446707725525,
0.049194782972335815,
-0.02367963269352913,
-0.3672485649585724,
0.1721329540014267,
0.10165788233280182,
0.09488005191087723,
-0.14820508658885956,
0.27442339062690735,
0.038956403732299805,
-0.1822543442249298,
-0.1232796385884285,
-0.2610342502593994
] |
https://github.com/huggingface/datasets/issues/2056 | issue with opus100/en-fr dataset | @lhoestq I also deleted the cache and redownload the file and still the same issue, I appreciate any help on this. thanks | Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
` | 22 | issue with opus100/en-fr dataset
Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
`
@lhoestq I also deleted the cache and redownload the file and still the same issue, I appreciate any help on this. thanks | [
-0.41173654794692993,
-0.16735151410102844,
-0.015645001083612442,
0.39724859595298767,
0.11825747787952423,
0.08237624168395996,
0.19225232303142548,
0.28199782967567444,
-0.14314988255500793,
0.2579927444458008,
-0.2424348145723343,
-0.024896180257201195,
0.13222351670265198,
0.3834208846092224,
-0.23991352319717407,
-0.17258495092391968,
-0.07827211171388626,
0.12080901116132736,
-0.4165078103542328,
-0.12028922140598297,
-0.4559482932090759,
0.22388334572315216,
-0.1563928872346878,
0.2297670692205429,
0.3186604380607605,
-0.07025568187236786,
0.15184491872787476,
0.05793405696749687,
-0.29058295488357544,
-0.3938676416873932,
-0.15120211243629456,
-0.2992527484893799,
0.39835649728775024,
0.2486603707075119,
-0.00012405677989590913,
0.013962465338408947,
0.15798689424991608,
-0.03846200555562973,
0.08095961809158325,
-0.059217724949121475,
0.10003773123025894,
0.14733220636844635,
-0.028712278231978416,
-0.3051401376724243,
0.03718214109539986,
-0.22510096430778503,
-0.3708879351615906,
-0.26803573966026306,
0.28802207112312317,
0.37531331181526184,
0.08677607774734497,
0.5228813886642456,
0.33736124634742737,
-0.1462077796459198,
0.1830136626958847,
-0.042298510670661926,
0.05866193026304245,
-0.0693616047501564,
0.32347986102104187,
-0.22807857394218445,
0.3684235215187073,
0.2993505597114563,
-0.1102047935128212,
-0.13651449978351593,
0.22037698328495026,
-0.25636589527130127,
0.6804652810096741,
-0.5535476803779602,
0.011116486974060535,
0.34403425455093384,
0.0739903524518013,
0.023066101595759392,
-0.072247713804245,
0.02843218855559826,
-0.014741417020559311,
-0.8122333288192749,
-0.09168221801519394,
0.11364974081516266,
-0.04266388714313507,
0.166711688041687,
-0.3281250298023224,
0.05663563683629036,
0.08465156704187393,
0.18013496696949005,
0.03430232033133507,
0.3327202796936035,
0.006103616673499346,
0.2988552153110504,
0.2502729296684265,
-0.22951993346214294,
-0.40942254662513733,
0.27058011293411255,
-0.10853219032287598,
0.28716567158699036,
-0.46709388494491577,
-0.0439886674284935,
0.0700746700167656,
-0.13623663783073425,
0.4946712851524353,
0.2132563591003418,
-0.5131158232688904,
-0.16268032789230347,
0.41003891825675964,
-0.006746215280145407,
0.2849929928779602,
0.2695947587490082,
-0.011115592904388905,
0.023032229393720627,
0.20296576619148254,
0.021527137607336044,
0.12237828224897385,
-0.057265136390924454,
-0.04050092771649361,
-0.294012188911438,
-0.25618594884872437,
-0.07253295183181763,
0.13846427202224731,
-0.48927971720695496,
-0.2409025877714157,
0.3881005048751831,
-0.31466910243034363,
-0.05952908471226692,
0.5197179913520813,
0.3339305520057678,
0.19662950932979584,
-0.11512857675552368,
-0.09283529222011566,
0.2790853977203369,
-0.340635746717453,
0.0021833977662026882,
-0.018069908022880554,
-0.031798236072063446,
-0.03664333000779152,
0.01599050872027874,
-0.03377983346581459,
-0.6434460282325745,
0.268447607755661,
0.161941796541214,
0.5190975069999695,
-0.42694613337516785,
0.11982305347919464,
-0.2199241667985916,
-0.01685015670955181,
0.2775982618331909,
-0.05719553306698799,
0.15401236712932587,
0.3632328510284424,
0.0032505374401807785,
-0.059038419276475906,
0.05319259315729141,
-0.46135368943214417,
-0.4059748351573944,
-0.3444896340370178,
0.049510080367326736,
-0.1387338936328888,
0.4478000998497009,
0.17568989098072052,
-0.016650596633553505,
0.4423440098762512,
-0.18727026879787445,
0.20435184240341187,
-0.18262889981269836,
-0.30206024646759033,
0.051862988620996475,
0.3899739682674408,
0.13992060720920563,
0.026558000594377518,
0.14844200015068054,
0.21942384541034698,
0.21275418996810913,
0.36682838201522827,
0.5186987519264221,
-0.27270251512527466,
-0.0015197604661807418,
-0.4783479869365692,
0.23124893009662628,
0.0005183331086300313,
-0.4624033570289612,
-0.24266789853572845,
-0.124751016497612,
-0.2872539162635803,
-0.29446524381637573,
0.055365417152643204,
-0.17813880741596222,
0.675893247127533,
-0.045267414301633835,
0.2189914435148239,
0.07321709394454956,
0.04595234990119934,
-0.1863197237253189,
-0.2554851770401001,
0.007721913047134876,
0.3513786196708679,
-0.19881302118301392,
0.008261213079094887,
-0.02329094707965851,
-0.04938235506415367,
-0.14823390543460846,
0.11013366281986237,
-0.06054366007447243,
0.13232479989528656,
0.26012733578681946,
0.21079371869564056,
0.07425963878631592,
0.2487870454788208,
-0.0611242949962616,
0.1535779982805252,
-0.0508141927421093,
-0.4693945050239563,
0.25182443857192993,
-0.07836034148931503,
0.00792313925921917,
-0.36558622121810913,
0.09754941612482071,
-0.1030970960855484,
-0.265567809343338,
-0.0031701033003628254,
-0.2116551399230957,
0.11130929738283157,
0.10974974185228348,
0.16441790759563446,
-0.19833149015903473,
-0.001917514018714428,
0.22059987485408783,
-0.3111981749534607,
0.3991580605506897,
-0.24424244463443756,
-0.01849067211151123,
0.029029259458184242,
0.35713234543800354,
0.3908421993255615,
-0.2759011387825012,
-0.16444440186023712,
0.2347947359085083,
0.02237030863761902,
-0.29064860939979553,
-0.2894759178161621,
0.31550440192222595,
0.16784508526325226,
-0.38677188754081726,
0.002417587675154209,
-0.28256961703300476,
0.03042016364634037,
-0.03282134607434273,
0.19351831078529358,
0.5273359417915344,
-0.17043237388134003,
0.3984834849834442,
-0.2610979974269867,
0.11004085838794708,
0.025459950789809227,
0.14518606662750244,
0.0004747187776956707,
-0.17782080173492432,
0.31259116530418396,
0.31074318289756775,
0.11200021207332611,
0.0675273910164833,
-0.12413393706083298,
-0.050155121833086014,
0.2982766330242157,
0.011672038584947586,
0.10620524734258652,
0.049867525696754456,
-0.08235004544258118,
-0.018344126641750336,
0.1508110910654068,
-0.29985857009887695,
0.17139750719070435,
0.13587699830532074,
-0.05479666590690613,
0.012238368391990662,
-0.004969276022166014,
-0.012108213268220425,
0.2557176351547241,
0.021252935752272606,
0.3840557038784027,
0.19203197956085205,
0.0013484660303220153,
-0.08902917057275772,
-0.15624801814556122,
-0.10548871755599976,
0.12330605089664459,
0.4478665590286255,
-0.27483975887298584,
0.06270487606525421,
-0.08543284237384796,
0.019741419702768326,
-0.12271300703287125,
-0.3330763876438141,
-0.6193662881851196,
-0.18884120881557465,
0.1114288792014122,
0.036540500819683075,
0.030959760770201683,
0.05615559220314026,
0.14872711896896362,
-0.07035498321056366,
0.22868651151657104,
0.14578112959861755,
0.16936174035072327,
-0.06298231333494186,
-0.18236078321933746,
-0.14824867248535156,
0.19539453089237213,
-0.016338665038347244,
0.04710914567112923,
0.13650135695934296,
-0.09677141159772873,
-0.03259553760290146,
-0.5894051790237427,
0.3106522858142853,
-0.056813836097717285,
0.33016741275787354,
0.049123574048280716,
0.11473540216684341,
-0.06338606774806976,
-0.13623011112213135,
0.19130031764507294,
0.09951256215572357,
-0.2120431512594223,
0.08224765956401825,
-0.08355912566184998,
0.2379554659128189,
-0.13266757130622864,
-0.09505321085453033,
-0.2327532023191452,
-0.4111005663871765,
0.2914523780345917,
-0.19135946035385132,
0.05871322751045227,
0.2794516086578369,
-0.15641482174396515,
-0.02058950625360012,
0.07979804277420044,
-0.1391311138868332,
-0.3224675953388214,
0.10247320681810379,
0.347124308347702,
-0.28418877720832825,
-0.26155784726142883,
-0.23280419409275055,
0.17448705434799194,
0.210963636636734,
-0.10368368774652481,
-0.4139457941055298,
-0.021609706804156303,
-0.12470495700836182,
0.07976135611534119,
-0.23714366555213928,
0.14708925783634186,
0.3746413588523865,
-0.14691442251205444,
-0.001390150748193264,
-0.1065235286951065,
-0.1248331144452095,
0.18233703076839447,
-0.0900525152683258,
0.005625395569950342,
-0.040816374123096466,
0.7449671030044556,
-0.14146222174167633,
0.5462418794631958,
0.11663764715194702,
0.04635211080312729,
0.3334825038909912,
-0.18536049127578735,
0.363851398229599,
-0.09257947653532028,
-0.30354997515678406,
0.2539818286895752,
0.25159701704978943,
-0.23978891968727112,
0.1635260134935379,
-0.16276900470256805,
0.09148020297288895,
-0.06578809022903442,
-0.10140561312437057,
0.05493925139307976,
-0.28108030557632446,
-0.11901429295539856,
0.4435954689979553,
0.34014248847961426,
0.07350592315196991,
0.4127734899520874,
-0.08512911945581436,
-0.1578100174665451,
0.10607727617025375,
-0.030228223651647568,
-0.03831221163272858,
0.1415875256061554,
-0.6263699531555176,
-0.4313110113143921,
-0.5289624929428101,
0.4155208468437195,
0.07415790855884552,
0.7487249970436096,
-0.187167689204216,
0.1006234809756279,
0.07125096023082733,
0.06396237015724182,
0.7198227643966675,
0.2071080356836319,
-0.02130095846951008,
-0.039916787296533585,
-0.1477171927690506,
-0.242311030626297,
-0.14080026745796204,
-0.027838988229632378,
0.566105842590332,
0.02406868152320385,
0.6595683097839355,
-0.2567325830459595,
-0.29794394969940186,
0.3916325271129608,
0.1320493370294571,
-0.167975053191185,
-0.060612548142671585,
-0.19553549587726593,
-0.3098435699939728,
-0.26393741369247437,
0.33793509006500244,
0.1940551996231079,
0.5438348054885864,
-0.12344872951507568,
-0.015889374539256096,
0.16314411163330078,
-0.1943351775407791,
0.10991489142179489,
0.16430051624774933,
0.40074047446250916,
0.07970484346151352,
0.08985692262649536,
0.21128258109092712,
-0.05589572340250015,
0.5950175523757935,
0.10406901687383652,
-0.06041911989450455,
-0.09154020994901657,
0.19391410052776337,
0.013168087229132652,
0.3254159688949585,
0.13910289108753204,
0.09675750881433487,
0.10802052915096283,
0.14630790054798126,
0.3830464482307434,
-0.2549991011619568,
-0.027254249900579453,
0.2192225605249405,
0.25641411542892456,
-0.37608784437179565,
0.044660307466983795,
0.058668773621320724,
0.056580428034067154,
-0.017210427671670914,
0.2615422308444977,
0.3256276547908783,
-0.16925500333309174,
0.19657377898693085,
0.43724554777145386,
1.125349998474121,
-0.29563456773757935,
-0.07804013043642044,
-0.12701743841171265,
-0.33611971139907837,
0.6042556166648865,
-0.2630314528942108,
-0.0462496392428875,
-0.34730058908462524,
-0.12855996191501617,
0.02908165752887726,
-0.18670110404491425,
-0.009771764278411865,
-0.21909473836421967,
-0.09976454824209213,
0.15271325409412384,
-0.2251034379005432,
-0.15809494256973267,
-0.21828533709049225,
0.22694607079029083,
0.32245704531669617,
-0.23322109878063202,
-0.15305353701114655,
-0.03276823088526726,
-0.06460577994585037,
0.17142629623413086,
-0.21025367081165314,
-0.17223145067691803,
0.1970987617969513,
-0.23681895434856415,
-0.2299950271844864,
-0.14150802791118622,
-0.45256826281547546,
0.29463788866996765,
0.020807133987545967,
-0.32272306084632874,
0.3300318717956543,
0.13362014293670654,
0.12281446158885956,
0.4325304329395294,
-0.2202579826116562,
-0.026876946911215782,
-0.006368793081492186,
-0.10939275473356247,
-0.08678905665874481,
0.06745360046625137,
0.044667232781648636,
-0.1134754940867424,
-0.4193345904350281,
0.10085590183734894,
-0.041586052626371384,
-0.03723244369029999,
-0.11821655929088593,
0.1514541059732437,
0.1590322107076645,
-0.23313646018505096,
0.31063345074653625,
0.029277071356773376,
-0.10713844746351242,
-0.23913046717643738,
-0.06054936349391937,
0.11021117120981216,
-0.430778831243515,
0.01954500749707222,
0.09354893863201141,
-0.4853805601596832,
0.008995193056762218,
0.4414263069629669,
-0.021724708378314972,
-0.12563340365886688,
0.5604749917984009,
0.3870261013507843,
-0.0833011120557785,
-0.08913131058216095,
0.06656026095151901,
0.37948447465896606,
-0.3428509831428528,
-0.020678231492638588,
-0.02688157930970192,
0.036638420075178146,
-0.03188517689704895,
0.07719340920448303,
0.14659082889556885,
-0.005567546002566814,
-0.10012519359588623,
-0.49277463555336,
-0.45021846890449524,
0.10503622889518738,
-0.14111977815628052,
0.0919765904545784,
0.17323052883148193,
0.053369056433439255,
-0.2124430537223816,
-0.061937883496284485,
-0.15852181613445282,
-0.06348545104265213,
-0.42073309421539307,
0.23240846395492554,
0.10087385028600693,
-0.43121635913848877,
0.03964465856552124,
-0.02331044338643551,
-0.09351957589387894,
0.1902829259634018,
-0.31723883748054504,
-0.002802532631903887,
-0.15535429120063782,
0.23936250805854797,
-0.09555013477802277,
-0.5256471037864685,
0.0028378935530781746,
-0.14026282727718353,
-0.1286248117685318,
-0.14502501487731934,
-0.06846437603235245,
0.1721591055393219,
0.06603236496448517,
-0.2844127416610718,
0.2785305976867676,
-0.2525465488433838,
-0.18024756014347076,
0.07354980707168579,
0.2667730152606964,
0.18055233359336853,
-0.03122306428849697,
0.42722997069358826,
0.04696967080235481,
-0.17941628396511078,
-0.4443585276603699,
0.08446492999792099,
0.2403590828180313,
-0.3084859848022461,
0.08180706202983856,
-0.2272558957338333,
-0.10024034976959229,
0.4624747633934021,
0.4395344853401184,
0.39526230096817017,
0.005478733219206333,
-0.06401031464338303,
0.2593306005001068,
0.0696912482380867,
-0.16714560985565186,
-0.13681179285049438,
0.25157415866851807,
-0.004936429671943188,
-0.06902961432933807,
0.42978811264038086,
0.2808298170566559,
0.09137848764657974,
0.06304376572370529,
0.04230735823512077,
0.26335954666137695,
0.1425086110830307,
0.08284597098827362,
0.12847186625003815,
-0.09135542809963226,
-0.038090143352746964,
0.27500438690185547,
-0.06232152879238129,
0.40394213795661926,
0.32543882727622986,
-0.19078302383422852,
0.12841783463954926,
0.42109644412994385,
0.12743104994297028,
0.13662247359752655,
-0.26246383786201477,
-0.11232387274503708,
0.2244531661272049,
0.23466944694519043,
0.11280609667301178,
-0.11134422570466995,
0.7335342168807983,
-0.08745124191045761,
-0.3345424234867096,
-0.02573789842426777,
0.45917224884033203,
-0.27478405833244324,
-0.08902155607938766,
-0.15613363683223724,
-0.13246792554855347,
-0.03224692493677139,
-0.06878944486379623,
0.17788070440292358,
0.05892500281333923,
-0.022229621186852455,
0.023392343893647194,
-0.2222556322813034,
-0.3103194832801819,
-0.5450294613838196,
0.535774827003479,
-0.029343901202082634,
-0.3221195340156555,
0.3328133225440979,
0.3862287998199463,
-0.10732763260602951,
0.16935481131076813,
0.33210253715515137,
0.5232443809509277,
0.2326996922492981,
-0.10366379469633102,
-0.07962479442358017,
0.06393512338399887,
0.1587667465209961,
-0.032785020768642426,
-0.0839480385184288,
0.08795490115880966,
0.13561345636844635,
0.08774575591087341,
-0.06674502044916153,
-0.05210942402482033,
-0.0449393056333065,
0.20361833274364471,
0.05954171344637871,
0.09976451098918915,
-0.5444079041481018,
-0.15487250685691833,
-0.13108788430690765,
-0.3298235237598419,
0.028838088735938072,
-0.14548087120056152,
0.28424516320228577,
0.30095526576042175,
-0.043853238224983215,
0.03395400568842888,
0.03676543012261391,
0.0023883471731096506,
-0.1856234073638916,
0.4092003405094147,
0.4066256284713745,
0.01128082163631916,
-0.2685202658176422,
-0.13448962569236755,
-0.4066004753112793,
0.24261361360549927,
-0.31824958324432373,
-0.10873008519411087,
0.41685950756073,
0.151016503572464,
0.03825433552265167,
0.0451899953186512,
0.49981018900871277,
-0.2465704083442688,
-0.13619308173656464,
0.21101464331150055,
-0.3237797021865845,
-0.03807748854160309,
-0.21836765110492706,
-0.05809476226568222,
0.15897588431835175,
0.01371844857931137,
0.32723069190979004,
-0.05710002779960632,
-0.0797361209988594,
-0.30923357605934143,
0.22657550871372223,
-0.34287455677986145,
-0.09711325168609619,
0.18312430381774902,
0.4092596471309662,
0.260373055934906,
0.14658546447753906,
0.08634598553180695,
0.17153379321098328,
-0.29837608337402344,
-0.05593782663345337,
0.2614251673221588,
0.025976939126849174,
0.018819507211446762,
-0.12802353501319885,
-0.7292590737342834,
-0.48944714665412903,
0.1618308573961258,
0.01860656589269638,
-0.21612049639225006,
-0.25871291756629944,
0.32207751274108887,
-0.08697701245546341,
0.01817544922232628,
0.14647607505321503,
0.31365156173706055,
0.39151254296302795,
0.24258483946323395,
-0.264170378446579,
-0.41473516821861267,
0.6981281042098999,
-0.5851547122001648,
-0.20280401408672333,
-0.20273952186107635,
0.22334052622318268,
0.5235947370529175,
-0.370913565158844,
-0.311587929725647,
-0.05131859332323074,
0.21268028020858765,
0.23461151123046875,
-0.43005552887916565,
-0.04790765792131424,
-0.27599185705184937,
-0.08745502680540085,
0.02626028284430504,
-0.025526907294988632,
0.16173647344112396,
-0.26018914580345154,
0.26983416080474854,
-0.0476779080927372
] |
https://github.com/huggingface/datasets/issues/2056 | issue with opus100/en-fr dataset | Here please find the minimal code to reproduce the issue @lhoestq note this only happens with MT5TokenizerFast
```
from datasets import load_dataset
from transformers import MT5TokenizerFast
def get_tokenized_dataset(dataset_name, dataset_config_name, tokenizer):
datasets = load_dataset(dataset_name, dataset_config_name, script_version="master")
column_names = datasets["train"].column_names
text_column_name = "translation"
def process_dataset(datasets):
def process_function(examples):
lang = "fr"
return {"src_texts": [example[lang] for example in examples[text_column_name]]}
datasets = datasets.map(
process_function,
batched=True,
num_proc=None,
remove_columns=column_names,
load_from_cache_file=True,
)
return datasets
datasets = process_dataset(datasets)
text_column_name = "src_texts"
column_names = ["src_texts"]
def tokenize_function(examples):
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
tokenized_datasets = datasets.map(
tokenize_function,
batched=True,
num_proc=None,
remove_columns=column_names,
load_from_cache_file=True
)
if __name__ == "__main__":
tokenizer_kwargs = {
"cache_dir": None,
"use_fast": True,
"revision": "main",
"use_auth_token": None
}
tokenizer = MT5TokenizerFast.from_pretrained("google/mt5-small", **tokenizer_kwargs)
get_tokenized_dataset(dataset_name="opus100", dataset_config_name="en-fr", tokenizer=tokenizer)
~
``` | Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
` | 114 | issue with opus100/en-fr dataset
Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
`
Here please find the minimal code to reproduce the issue @lhoestq note this only happens with MT5TokenizerFast
```
from datasets import load_dataset
from transformers import MT5TokenizerFast
def get_tokenized_dataset(dataset_name, dataset_config_name, tokenizer):
datasets = load_dataset(dataset_name, dataset_config_name, script_version="master")
column_names = datasets["train"].column_names
text_column_name = "translation"
def process_dataset(datasets):
def process_function(examples):
lang = "fr"
return {"src_texts": [example[lang] for example in examples[text_column_name]]}
datasets = datasets.map(
process_function,
batched=True,
num_proc=None,
remove_columns=column_names,
load_from_cache_file=True,
)
return datasets
datasets = process_dataset(datasets)
text_column_name = "src_texts"
column_names = ["src_texts"]
def tokenize_function(examples):
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
tokenized_datasets = datasets.map(
tokenize_function,
batched=True,
num_proc=None,
remove_columns=column_names,
load_from_cache_file=True
)
if __name__ == "__main__":
tokenizer_kwargs = {
"cache_dir": None,
"use_fast": True,
"revision": "main",
"use_auth_token": None
}
tokenizer = MT5TokenizerFast.from_pretrained("google/mt5-small", **tokenizer_kwargs)
get_tokenized_dataset(dataset_name="opus100", dataset_config_name="en-fr", tokenizer=tokenizer)
~
``` | [
-0.41173654794692993,
-0.16735151410102844,
-0.015645001083612442,
0.39724859595298767,
0.11825747787952423,
0.08237624168395996,
0.19225232303142548,
0.28199782967567444,
-0.14314988255500793,
0.2579927444458008,
-0.2424348145723343,
-0.024896180257201195,
0.13222351670265198,
0.3834208846092224,
-0.23991352319717407,
-0.17258495092391968,
-0.07827211171388626,
0.12080901116132736,
-0.4165078103542328,
-0.12028922140598297,
-0.4559482932090759,
0.22388334572315216,
-0.1563928872346878,
0.2297670692205429,
0.3186604380607605,
-0.07025568187236786,
0.15184491872787476,
0.05793405696749687,
-0.29058295488357544,
-0.3938676416873932,
-0.15120211243629456,
-0.2992527484893799,
0.39835649728775024,
0.2486603707075119,
-0.00012405677989590913,
0.013962465338408947,
0.15798689424991608,
-0.03846200555562973,
0.08095961809158325,
-0.059217724949121475,
0.10003773123025894,
0.14733220636844635,
-0.028712278231978416,
-0.3051401376724243,
0.03718214109539986,
-0.22510096430778503,
-0.3708879351615906,
-0.26803573966026306,
0.28802207112312317,
0.37531331181526184,
0.08677607774734497,
0.5228813886642456,
0.33736124634742737,
-0.1462077796459198,
0.1830136626958847,
-0.042298510670661926,
0.05866193026304245,
-0.0693616047501564,
0.32347986102104187,
-0.22807857394218445,
0.3684235215187073,
0.2993505597114563,
-0.1102047935128212,
-0.13651449978351593,
0.22037698328495026,
-0.25636589527130127,
0.6804652810096741,
-0.5535476803779602,
0.011116486974060535,
0.34403425455093384,
0.0739903524518013,
0.023066101595759392,
-0.072247713804245,
0.02843218855559826,
-0.014741417020559311,
-0.8122333288192749,
-0.09168221801519394,
0.11364974081516266,
-0.04266388714313507,
0.166711688041687,
-0.3281250298023224,
0.05663563683629036,
0.08465156704187393,
0.18013496696949005,
0.03430232033133507,
0.3327202796936035,
0.006103616673499346,
0.2988552153110504,
0.2502729296684265,
-0.22951993346214294,
-0.40942254662513733,
0.27058011293411255,
-0.10853219032287598,
0.28716567158699036,
-0.46709388494491577,
-0.0439886674284935,
0.0700746700167656,
-0.13623663783073425,
0.4946712851524353,
0.2132563591003418,
-0.5131158232688904,
-0.16268032789230347,
0.41003891825675964,
-0.006746215280145407,
0.2849929928779602,
0.2695947587490082,
-0.011115592904388905,
0.023032229393720627,
0.20296576619148254,
0.021527137607336044,
0.12237828224897385,
-0.057265136390924454,
-0.04050092771649361,
-0.294012188911438,
-0.25618594884872437,
-0.07253295183181763,
0.13846427202224731,
-0.48927971720695496,
-0.2409025877714157,
0.3881005048751831,
-0.31466910243034363,
-0.05952908471226692,
0.5197179913520813,
0.3339305520057678,
0.19662950932979584,
-0.11512857675552368,
-0.09283529222011566,
0.2790853977203369,
-0.340635746717453,
0.0021833977662026882,
-0.018069908022880554,
-0.031798236072063446,
-0.03664333000779152,
0.01599050872027874,
-0.03377983346581459,
-0.6434460282325745,
0.268447607755661,
0.161941796541214,
0.5190975069999695,
-0.42694613337516785,
0.11982305347919464,
-0.2199241667985916,
-0.01685015670955181,
0.2775982618331909,
-0.05719553306698799,
0.15401236712932587,
0.3632328510284424,
0.0032505374401807785,
-0.059038419276475906,
0.05319259315729141,
-0.46135368943214417,
-0.4059748351573944,
-0.3444896340370178,
0.049510080367326736,
-0.1387338936328888,
0.4478000998497009,
0.17568989098072052,
-0.016650596633553505,
0.4423440098762512,
-0.18727026879787445,
0.20435184240341187,
-0.18262889981269836,
-0.30206024646759033,
0.051862988620996475,
0.3899739682674408,
0.13992060720920563,
0.026558000594377518,
0.14844200015068054,
0.21942384541034698,
0.21275418996810913,
0.36682838201522827,
0.5186987519264221,
-0.27270251512527466,
-0.0015197604661807418,
-0.4783479869365692,
0.23124893009662628,
0.0005183331086300313,
-0.4624033570289612,
-0.24266789853572845,
-0.124751016497612,
-0.2872539162635803,
-0.29446524381637573,
0.055365417152643204,
-0.17813880741596222,
0.675893247127533,
-0.045267414301633835,
0.2189914435148239,
0.07321709394454956,
0.04595234990119934,
-0.1863197237253189,
-0.2554851770401001,
0.007721913047134876,
0.3513786196708679,
-0.19881302118301392,
0.008261213079094887,
-0.02329094707965851,
-0.04938235506415367,
-0.14823390543460846,
0.11013366281986237,
-0.06054366007447243,
0.13232479989528656,
0.26012733578681946,
0.21079371869564056,
0.07425963878631592,
0.2487870454788208,
-0.0611242949962616,
0.1535779982805252,
-0.0508141927421093,
-0.4693945050239563,
0.25182443857192993,
-0.07836034148931503,
0.00792313925921917,
-0.36558622121810913,
0.09754941612482071,
-0.1030970960855484,
-0.265567809343338,
-0.0031701033003628254,
-0.2116551399230957,
0.11130929738283157,
0.10974974185228348,
0.16441790759563446,
-0.19833149015903473,
-0.001917514018714428,
0.22059987485408783,
-0.3111981749534607,
0.3991580605506897,
-0.24424244463443756,
-0.01849067211151123,
0.029029259458184242,
0.35713234543800354,
0.3908421993255615,
-0.2759011387825012,
-0.16444440186023712,
0.2347947359085083,
0.02237030863761902,
-0.29064860939979553,
-0.2894759178161621,
0.31550440192222595,
0.16784508526325226,
-0.38677188754081726,
0.002417587675154209,
-0.28256961703300476,
0.03042016364634037,
-0.03282134607434273,
0.19351831078529358,
0.5273359417915344,
-0.17043237388134003,
0.3984834849834442,
-0.2610979974269867,
0.11004085838794708,
0.025459950789809227,
0.14518606662750244,
0.0004747187776956707,
-0.17782080173492432,
0.31259116530418396,
0.31074318289756775,
0.11200021207332611,
0.0675273910164833,
-0.12413393706083298,
-0.050155121833086014,
0.2982766330242157,
0.011672038584947586,
0.10620524734258652,
0.049867525696754456,
-0.08235004544258118,
-0.018344126641750336,
0.1508110910654068,
-0.29985857009887695,
0.17139750719070435,
0.13587699830532074,
-0.05479666590690613,
0.012238368391990662,
-0.004969276022166014,
-0.012108213268220425,
0.2557176351547241,
0.021252935752272606,
0.3840557038784027,
0.19203197956085205,
0.0013484660303220153,
-0.08902917057275772,
-0.15624801814556122,
-0.10548871755599976,
0.12330605089664459,
0.4478665590286255,
-0.27483975887298584,
0.06270487606525421,
-0.08543284237384796,
0.019741419702768326,
-0.12271300703287125,
-0.3330763876438141,
-0.6193662881851196,
-0.18884120881557465,
0.1114288792014122,
0.036540500819683075,
0.030959760770201683,
0.05615559220314026,
0.14872711896896362,
-0.07035498321056366,
0.22868651151657104,
0.14578112959861755,
0.16936174035072327,
-0.06298231333494186,
-0.18236078321933746,
-0.14824867248535156,
0.19539453089237213,
-0.016338665038347244,
0.04710914567112923,
0.13650135695934296,
-0.09677141159772873,
-0.03259553760290146,
-0.5894051790237427,
0.3106522858142853,
-0.056813836097717285,
0.33016741275787354,
0.049123574048280716,
0.11473540216684341,
-0.06338606774806976,
-0.13623011112213135,
0.19130031764507294,
0.09951256215572357,
-0.2120431512594223,
0.08224765956401825,
-0.08355912566184998,
0.2379554659128189,
-0.13266757130622864,
-0.09505321085453033,
-0.2327532023191452,
-0.4111005663871765,
0.2914523780345917,
-0.19135946035385132,
0.05871322751045227,
0.2794516086578369,
-0.15641482174396515,
-0.02058950625360012,
0.07979804277420044,
-0.1391311138868332,
-0.3224675953388214,
0.10247320681810379,
0.347124308347702,
-0.28418877720832825,
-0.26155784726142883,
-0.23280419409275055,
0.17448705434799194,
0.210963636636734,
-0.10368368774652481,
-0.4139457941055298,
-0.021609706804156303,
-0.12470495700836182,
0.07976135611534119,
-0.23714366555213928,
0.14708925783634186,
0.3746413588523865,
-0.14691442251205444,
-0.001390150748193264,
-0.1065235286951065,
-0.1248331144452095,
0.18233703076839447,
-0.0900525152683258,
0.005625395569950342,
-0.040816374123096466,
0.7449671030044556,
-0.14146222174167633,
0.5462418794631958,
0.11663764715194702,
0.04635211080312729,
0.3334825038909912,
-0.18536049127578735,
0.363851398229599,
-0.09257947653532028,
-0.30354997515678406,
0.2539818286895752,
0.25159701704978943,
-0.23978891968727112,
0.1635260134935379,
-0.16276900470256805,
0.09148020297288895,
-0.06578809022903442,
-0.10140561312437057,
0.05493925139307976,
-0.28108030557632446,
-0.11901429295539856,
0.4435954689979553,
0.34014248847961426,
0.07350592315196991,
0.4127734899520874,
-0.08512911945581436,
-0.1578100174665451,
0.10607727617025375,
-0.030228223651647568,
-0.03831221163272858,
0.1415875256061554,
-0.6263699531555176,
-0.4313110113143921,
-0.5289624929428101,
0.4155208468437195,
0.07415790855884552,
0.7487249970436096,
-0.187167689204216,
0.1006234809756279,
0.07125096023082733,
0.06396237015724182,
0.7198227643966675,
0.2071080356836319,
-0.02130095846951008,
-0.039916787296533585,
-0.1477171927690506,
-0.242311030626297,
-0.14080026745796204,
-0.027838988229632378,
0.566105842590332,
0.02406868152320385,
0.6595683097839355,
-0.2567325830459595,
-0.29794394969940186,
0.3916325271129608,
0.1320493370294571,
-0.167975053191185,
-0.060612548142671585,
-0.19553549587726593,
-0.3098435699939728,
-0.26393741369247437,
0.33793509006500244,
0.1940551996231079,
0.5438348054885864,
-0.12344872951507568,
-0.015889374539256096,
0.16314411163330078,
-0.1943351775407791,
0.10991489142179489,
0.16430051624774933,
0.40074047446250916,
0.07970484346151352,
0.08985692262649536,
0.21128258109092712,
-0.05589572340250015,
0.5950175523757935,
0.10406901687383652,
-0.06041911989450455,
-0.09154020994901657,
0.19391410052776337,
0.013168087229132652,
0.3254159688949585,
0.13910289108753204,
0.09675750881433487,
0.10802052915096283,
0.14630790054798126,
0.3830464482307434,
-0.2549991011619568,
-0.027254249900579453,
0.2192225605249405,
0.25641411542892456,
-0.37608784437179565,
0.044660307466983795,
0.058668773621320724,
0.056580428034067154,
-0.017210427671670914,
0.2615422308444977,
0.3256276547908783,
-0.16925500333309174,
0.19657377898693085,
0.43724554777145386,
1.125349998474121,
-0.29563456773757935,
-0.07804013043642044,
-0.12701743841171265,
-0.33611971139907837,
0.6042556166648865,
-0.2630314528942108,
-0.0462496392428875,
-0.34730058908462524,
-0.12855996191501617,
0.02908165752887726,
-0.18670110404491425,
-0.009771764278411865,
-0.21909473836421967,
-0.09976454824209213,
0.15271325409412384,
-0.2251034379005432,
-0.15809494256973267,
-0.21828533709049225,
0.22694607079029083,
0.32245704531669617,
-0.23322109878063202,
-0.15305353701114655,
-0.03276823088526726,
-0.06460577994585037,
0.17142629623413086,
-0.21025367081165314,
-0.17223145067691803,
0.1970987617969513,
-0.23681895434856415,
-0.2299950271844864,
-0.14150802791118622,
-0.45256826281547546,
0.29463788866996765,
0.020807133987545967,
-0.32272306084632874,
0.3300318717956543,
0.13362014293670654,
0.12281446158885956,
0.4325304329395294,
-0.2202579826116562,
-0.026876946911215782,
-0.006368793081492186,
-0.10939275473356247,
-0.08678905665874481,
0.06745360046625137,
0.044667232781648636,
-0.1134754940867424,
-0.4193345904350281,
0.10085590183734894,
-0.041586052626371384,
-0.03723244369029999,
-0.11821655929088593,
0.1514541059732437,
0.1590322107076645,
-0.23313646018505096,
0.31063345074653625,
0.029277071356773376,
-0.10713844746351242,
-0.23913046717643738,
-0.06054936349391937,
0.11021117120981216,
-0.430778831243515,
0.01954500749707222,
0.09354893863201141,
-0.4853805601596832,
0.008995193056762218,
0.4414263069629669,
-0.021724708378314972,
-0.12563340365886688,
0.5604749917984009,
0.3870261013507843,
-0.0833011120557785,
-0.08913131058216095,
0.06656026095151901,
0.37948447465896606,
-0.3428509831428528,
-0.020678231492638588,
-0.02688157930970192,
0.036638420075178146,
-0.03188517689704895,
0.07719340920448303,
0.14659082889556885,
-0.005567546002566814,
-0.10012519359588623,
-0.49277463555336,
-0.45021846890449524,
0.10503622889518738,
-0.14111977815628052,
0.0919765904545784,
0.17323052883148193,
0.053369056433439255,
-0.2124430537223816,
-0.061937883496284485,
-0.15852181613445282,
-0.06348545104265213,
-0.42073309421539307,
0.23240846395492554,
0.10087385028600693,
-0.43121635913848877,
0.03964465856552124,
-0.02331044338643551,
-0.09351957589387894,
0.1902829259634018,
-0.31723883748054504,
-0.002802532631903887,
-0.15535429120063782,
0.23936250805854797,
-0.09555013477802277,
-0.5256471037864685,
0.0028378935530781746,
-0.14026282727718353,
-0.1286248117685318,
-0.14502501487731934,
-0.06846437603235245,
0.1721591055393219,
0.06603236496448517,
-0.2844127416610718,
0.2785305976867676,
-0.2525465488433838,
-0.18024756014347076,
0.07354980707168579,
0.2667730152606964,
0.18055233359336853,
-0.03122306428849697,
0.42722997069358826,
0.04696967080235481,
-0.17941628396511078,
-0.4443585276603699,
0.08446492999792099,
0.2403590828180313,
-0.3084859848022461,
0.08180706202983856,
-0.2272558957338333,
-0.10024034976959229,
0.4624747633934021,
0.4395344853401184,
0.39526230096817017,
0.005478733219206333,
-0.06401031464338303,
0.2593306005001068,
0.0696912482380867,
-0.16714560985565186,
-0.13681179285049438,
0.25157415866851807,
-0.004936429671943188,
-0.06902961432933807,
0.42978811264038086,
0.2808298170566559,
0.09137848764657974,
0.06304376572370529,
0.04230735823512077,
0.26335954666137695,
0.1425086110830307,
0.08284597098827362,
0.12847186625003815,
-0.09135542809963226,
-0.038090143352746964,
0.27500438690185547,
-0.06232152879238129,
0.40394213795661926,
0.32543882727622986,
-0.19078302383422852,
0.12841783463954926,
0.42109644412994385,
0.12743104994297028,
0.13662247359752655,
-0.26246383786201477,
-0.11232387274503708,
0.2244531661272049,
0.23466944694519043,
0.11280609667301178,
-0.11134422570466995,
0.7335342168807983,
-0.08745124191045761,
-0.3345424234867096,
-0.02573789842426777,
0.45917224884033203,
-0.27478405833244324,
-0.08902155607938766,
-0.15613363683223724,
-0.13246792554855347,
-0.03224692493677139,
-0.06878944486379623,
0.17788070440292358,
0.05892500281333923,
-0.022229621186852455,
0.023392343893647194,
-0.2222556322813034,
-0.3103194832801819,
-0.5450294613838196,
0.535774827003479,
-0.029343901202082634,
-0.3221195340156555,
0.3328133225440979,
0.3862287998199463,
-0.10732763260602951,
0.16935481131076813,
0.33210253715515137,
0.5232443809509277,
0.2326996922492981,
-0.10366379469633102,
-0.07962479442358017,
0.06393512338399887,
0.1587667465209961,
-0.032785020768642426,
-0.0839480385184288,
0.08795490115880966,
0.13561345636844635,
0.08774575591087341,
-0.06674502044916153,
-0.05210942402482033,
-0.0449393056333065,
0.20361833274364471,
0.05954171344637871,
0.09976451098918915,
-0.5444079041481018,
-0.15487250685691833,
-0.13108788430690765,
-0.3298235237598419,
0.028838088735938072,
-0.14548087120056152,
0.28424516320228577,
0.30095526576042175,
-0.043853238224983215,
0.03395400568842888,
0.03676543012261391,
0.0023883471731096506,
-0.1856234073638916,
0.4092003405094147,
0.4066256284713745,
0.01128082163631916,
-0.2685202658176422,
-0.13448962569236755,
-0.4066004753112793,
0.24261361360549927,
-0.31824958324432373,
-0.10873008519411087,
0.41685950756073,
0.151016503572464,
0.03825433552265167,
0.0451899953186512,
0.49981018900871277,
-0.2465704083442688,
-0.13619308173656464,
0.21101464331150055,
-0.3237797021865845,
-0.03807748854160309,
-0.21836765110492706,
-0.05809476226568222,
0.15897588431835175,
0.01371844857931137,
0.32723069190979004,
-0.05710002779960632,
-0.0797361209988594,
-0.30923357605934143,
0.22657550871372223,
-0.34287455677986145,
-0.09711325168609619,
0.18312430381774902,
0.4092596471309662,
0.260373055934906,
0.14658546447753906,
0.08634598553180695,
0.17153379321098328,
-0.29837608337402344,
-0.05593782663345337,
0.2614251673221588,
0.025976939126849174,
0.018819507211446762,
-0.12802353501319885,
-0.7292590737342834,
-0.48944714665412903,
0.1618308573961258,
0.01860656589269638,
-0.21612049639225006,
-0.25871291756629944,
0.32207751274108887,
-0.08697701245546341,
0.01817544922232628,
0.14647607505321503,
0.31365156173706055,
0.39151254296302795,
0.24258483946323395,
-0.264170378446579,
-0.41473516821861267,
0.6981281042098999,
-0.5851547122001648,
-0.20280401408672333,
-0.20273952186107635,
0.22334052622318268,
0.5235947370529175,
-0.370913565158844,
-0.311587929725647,
-0.05131859332323074,
0.21268028020858765,
0.23461151123046875,
-0.43005552887916565,
-0.04790765792131424,
-0.27599185705184937,
-0.08745502680540085,
0.02626028284430504,
-0.025526907294988632,
0.16173647344112396,
-0.26018914580345154,
0.26983416080474854,
-0.0476779080927372
] |
https://github.com/huggingface/datasets/issues/2056 | issue with opus100/en-fr dataset | as per https://github.com/huggingface/tokenizers/issues/626 this looks like to be the tokenizer bug, I therefore, reported it there https://github.com/huggingface/tokenizers/issues/626 and I am closing this one. | Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
` | 23 | issue with opus100/en-fr dataset
Hi
I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this?
Thanks a lot @lhoestq for your help in advance.
`
thread '<unnamed>' panicked at 'index out of bounds: the len is 617 but the index is 617', /__w/tokenizers/tokenizers/tokenizers/src/tokenizer/normalizer.rs:382:21
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
63%|██████████████████████████████████████████████████████████▊ | 626/1000 [00:27<00:16, 22.69ba/s]
Traceback (most recent call last):
File "run_mlm.py", line 550, in <module>
main()
File "run_mlm.py", line 412, in main
in zip(data_args.dataset_name, data_args.dataset_config_name)]
File "run_mlm.py", line 411, in <listcomp>
logger) for dataset_name, dataset_config_name\
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 96, in get_tokenized_dataset
load_from_cache_file=not data_args.overwrite_cache,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in map
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/dataset_dict.py", line 448, in <dictcomp>
for k, dataset in self.items()
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1309, in map
update_data=update_data,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 204, in wrapper
out: Union["Dataset", "DatasetDict"] = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/fingerprint.py", line 337, in wrapper
out = func(self, *args, **kwargs)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1574, in _map_single
batch, indices, check_same_num_examples=len(self.list_indexes()) > 0, offset=offset
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1490, in apply_function_on_filtered_inputs
function(*fn_args, effective_indices, **fn_kwargs) if with_indices else function(*fn_args, **fn_kwargs)
File "/user/dara/dev/codes/seq2seq/data/tokenize_datasets.py", line 89, in tokenize_function
return tokenizer(examples[text_column_name], return_special_tokens_mask=True)
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2347, in __call__
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 2532, in batch_encode_plus
**kwargs,
File "/user/dara/libs/anaconda3/envs/fast/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 384, in _batch_encode_plus
is_pretokenized=is_split_into_words,
pyo3_runtime.PanicException: index out of bounds: the len is 617 but the index is 617
`
as per https://github.com/huggingface/tokenizers/issues/626 this looks like to be the tokenizer bug, I therefore, reported it there https://github.com/huggingface/tokenizers/issues/626 and I am closing this one. | [
-0.41173654794692993,
-0.16735151410102844,
-0.015645001083612442,
0.39724859595298767,
0.11825747787952423,
0.08237624168395996,
0.19225232303142548,
0.28199782967567444,
-0.14314988255500793,
0.2579927444458008,
-0.2424348145723343,
-0.024896180257201195,
0.13222351670265198,
0.3834208846092224,
-0.23991352319717407,
-0.17258495092391968,
-0.07827211171388626,
0.12080901116132736,
-0.4165078103542328,
-0.12028922140598297,
-0.4559482932090759,
0.22388334572315216,
-0.1563928872346878,
0.2297670692205429,
0.3186604380607605,
-0.07025568187236786,
0.15184491872787476,
0.05793405696749687,
-0.29058295488357544,
-0.3938676416873932,
-0.15120211243629456,
-0.2992527484893799,
0.39835649728775024,
0.2486603707075119,
-0.00012405677989590913,
0.013962465338408947,
0.15798689424991608,
-0.03846200555562973,
0.08095961809158325,
-0.059217724949121475,
0.10003773123025894,
0.14733220636844635,
-0.028712278231978416,
-0.3051401376724243,
0.03718214109539986,
-0.22510096430778503,
-0.3708879351615906,
-0.26803573966026306,
0.28802207112312317,
0.37531331181526184,
0.08677607774734497,
0.5228813886642456,
0.33736124634742737,
-0.1462077796459198,
0.1830136626958847,
-0.042298510670661926,
0.05866193026304245,
-0.0693616047501564,
0.32347986102104187,
-0.22807857394218445,
0.3684235215187073,
0.2993505597114563,
-0.1102047935128212,
-0.13651449978351593,
0.22037698328495026,
-0.25636589527130127,
0.6804652810096741,
-0.5535476803779602,
0.011116486974060535,
0.34403425455093384,
0.0739903524518013,
0.023066101595759392,
-0.072247713804245,
0.02843218855559826,
-0.014741417020559311,
-0.8122333288192749,
-0.09168221801519394,
0.11364974081516266,
-0.04266388714313507,
0.166711688041687,
-0.3281250298023224,
0.05663563683629036,
0.08465156704187393,
0.18013496696949005,
0.03430232033133507,
0.3327202796936035,
0.006103616673499346,
0.2988552153110504,
0.2502729296684265,
-0.22951993346214294,
-0.40942254662513733,
0.27058011293411255,
-0.10853219032287598,
0.28716567158699036,
-0.46709388494491577,
-0.0439886674284935,
0.0700746700167656,
-0.13623663783073425,
0.4946712851524353,
0.2132563591003418,
-0.5131158232688904,
-0.16268032789230347,
0.41003891825675964,
-0.006746215280145407,
0.2849929928779602,
0.2695947587490082,
-0.011115592904388905,
0.023032229393720627,
0.20296576619148254,
0.021527137607336044,
0.12237828224897385,
-0.057265136390924454,
-0.04050092771649361,
-0.294012188911438,
-0.25618594884872437,
-0.07253295183181763,
0.13846427202224731,
-0.48927971720695496,
-0.2409025877714157,
0.3881005048751831,
-0.31466910243034363,
-0.05952908471226692,
0.5197179913520813,
0.3339305520057678,
0.19662950932979584,
-0.11512857675552368,
-0.09283529222011566,
0.2790853977203369,
-0.340635746717453,
0.0021833977662026882,
-0.018069908022880554,
-0.031798236072063446,
-0.03664333000779152,
0.01599050872027874,
-0.03377983346581459,
-0.6434460282325745,
0.268447607755661,
0.161941796541214,
0.5190975069999695,
-0.42694613337516785,
0.11982305347919464,
-0.2199241667985916,
-0.01685015670955181,
0.2775982618331909,
-0.05719553306698799,
0.15401236712932587,
0.3632328510284424,
0.0032505374401807785,
-0.059038419276475906,
0.05319259315729141,
-0.46135368943214417,
-0.4059748351573944,
-0.3444896340370178,
0.049510080367326736,
-0.1387338936328888,
0.4478000998497009,
0.17568989098072052,
-0.016650596633553505,
0.4423440098762512,
-0.18727026879787445,
0.20435184240341187,
-0.18262889981269836,
-0.30206024646759033,
0.051862988620996475,
0.3899739682674408,
0.13992060720920563,
0.026558000594377518,
0.14844200015068054,
0.21942384541034698,
0.21275418996810913,
0.36682838201522827,
0.5186987519264221,
-0.27270251512527466,
-0.0015197604661807418,
-0.4783479869365692,
0.23124893009662628,
0.0005183331086300313,
-0.4624033570289612,
-0.24266789853572845,
-0.124751016497612,
-0.2872539162635803,
-0.29446524381637573,
0.055365417152643204,
-0.17813880741596222,
0.675893247127533,
-0.045267414301633835,
0.2189914435148239,
0.07321709394454956,
0.04595234990119934,
-0.1863197237253189,
-0.2554851770401001,
0.007721913047134876,
0.3513786196708679,
-0.19881302118301392,
0.008261213079094887,
-0.02329094707965851,
-0.04938235506415367,
-0.14823390543460846,
0.11013366281986237,
-0.06054366007447243,
0.13232479989528656,
0.26012733578681946,
0.21079371869564056,
0.07425963878631592,
0.2487870454788208,
-0.0611242949962616,
0.1535779982805252,
-0.0508141927421093,
-0.4693945050239563,
0.25182443857192993,
-0.07836034148931503,
0.00792313925921917,
-0.36558622121810913,
0.09754941612482071,
-0.1030970960855484,
-0.265567809343338,
-0.0031701033003628254,
-0.2116551399230957,
0.11130929738283157,
0.10974974185228348,
0.16441790759563446,
-0.19833149015903473,
-0.001917514018714428,
0.22059987485408783,
-0.3111981749534607,
0.3991580605506897,
-0.24424244463443756,
-0.01849067211151123,
0.029029259458184242,
0.35713234543800354,
0.3908421993255615,
-0.2759011387825012,
-0.16444440186023712,
0.2347947359085083,
0.02237030863761902,
-0.29064860939979553,
-0.2894759178161621,
0.31550440192222595,
0.16784508526325226,
-0.38677188754081726,
0.002417587675154209,
-0.28256961703300476,
0.03042016364634037,
-0.03282134607434273,
0.19351831078529358,
0.5273359417915344,
-0.17043237388134003,
0.3984834849834442,
-0.2610979974269867,
0.11004085838794708,
0.025459950789809227,
0.14518606662750244,
0.0004747187776956707,
-0.17782080173492432,
0.31259116530418396,
0.31074318289756775,
0.11200021207332611,
0.0675273910164833,
-0.12413393706083298,
-0.050155121833086014,
0.2982766330242157,
0.011672038584947586,
0.10620524734258652,
0.049867525696754456,
-0.08235004544258118,
-0.018344126641750336,
0.1508110910654068,
-0.29985857009887695,
0.17139750719070435,
0.13587699830532074,
-0.05479666590690613,
0.012238368391990662,
-0.004969276022166014,
-0.012108213268220425,
0.2557176351547241,
0.021252935752272606,
0.3840557038784027,
0.19203197956085205,
0.0013484660303220153,
-0.08902917057275772,
-0.15624801814556122,
-0.10548871755599976,
0.12330605089664459,
0.4478665590286255,
-0.27483975887298584,
0.06270487606525421,
-0.08543284237384796,
0.019741419702768326,
-0.12271300703287125,
-0.3330763876438141,
-0.6193662881851196,
-0.18884120881557465,
0.1114288792014122,
0.036540500819683075,
0.030959760770201683,
0.05615559220314026,
0.14872711896896362,
-0.07035498321056366,
0.22868651151657104,
0.14578112959861755,
0.16936174035072327,
-0.06298231333494186,
-0.18236078321933746,
-0.14824867248535156,
0.19539453089237213,
-0.016338665038347244,
0.04710914567112923,
0.13650135695934296,
-0.09677141159772873,
-0.03259553760290146,
-0.5894051790237427,
0.3106522858142853,
-0.056813836097717285,
0.33016741275787354,
0.049123574048280716,
0.11473540216684341,
-0.06338606774806976,
-0.13623011112213135,
0.19130031764507294,
0.09951256215572357,
-0.2120431512594223,
0.08224765956401825,
-0.08355912566184998,
0.2379554659128189,
-0.13266757130622864,
-0.09505321085453033,
-0.2327532023191452,
-0.4111005663871765,
0.2914523780345917,
-0.19135946035385132,
0.05871322751045227,
0.2794516086578369,
-0.15641482174396515,
-0.02058950625360012,
0.07979804277420044,
-0.1391311138868332,
-0.3224675953388214,
0.10247320681810379,
0.347124308347702,
-0.28418877720832825,
-0.26155784726142883,
-0.23280419409275055,
0.17448705434799194,
0.210963636636734,
-0.10368368774652481,
-0.4139457941055298,
-0.021609706804156303,
-0.12470495700836182,
0.07976135611534119,
-0.23714366555213928,
0.14708925783634186,
0.3746413588523865,
-0.14691442251205444,
-0.001390150748193264,
-0.1065235286951065,
-0.1248331144452095,
0.18233703076839447,
-0.0900525152683258,
0.005625395569950342,
-0.040816374123096466,
0.7449671030044556,
-0.14146222174167633,
0.5462418794631958,
0.11663764715194702,
0.04635211080312729,
0.3334825038909912,
-0.18536049127578735,
0.363851398229599,
-0.09257947653532028,
-0.30354997515678406,
0.2539818286895752,
0.25159701704978943,
-0.23978891968727112,
0.1635260134935379,
-0.16276900470256805,
0.09148020297288895,
-0.06578809022903442,
-0.10140561312437057,
0.05493925139307976,
-0.28108030557632446,
-0.11901429295539856,
0.4435954689979553,
0.34014248847961426,
0.07350592315196991,
0.4127734899520874,
-0.08512911945581436,
-0.1578100174665451,
0.10607727617025375,
-0.030228223651647568,
-0.03831221163272858,
0.1415875256061554,
-0.6263699531555176,
-0.4313110113143921,
-0.5289624929428101,
0.4155208468437195,
0.07415790855884552,
0.7487249970436096,
-0.187167689204216,
0.1006234809756279,
0.07125096023082733,
0.06396237015724182,
0.7198227643966675,
0.2071080356836319,
-0.02130095846951008,
-0.039916787296533585,
-0.1477171927690506,
-0.242311030626297,
-0.14080026745796204,
-0.027838988229632378,
0.566105842590332,
0.02406868152320385,
0.6595683097839355,
-0.2567325830459595,
-0.29794394969940186,
0.3916325271129608,
0.1320493370294571,
-0.167975053191185,
-0.060612548142671585,
-0.19553549587726593,
-0.3098435699939728,
-0.26393741369247437,
0.33793509006500244,
0.1940551996231079,
0.5438348054885864,
-0.12344872951507568,
-0.015889374539256096,
0.16314411163330078,
-0.1943351775407791,
0.10991489142179489,
0.16430051624774933,
0.40074047446250916,
0.07970484346151352,
0.08985692262649536,
0.21128258109092712,
-0.05589572340250015,
0.5950175523757935,
0.10406901687383652,
-0.06041911989450455,
-0.09154020994901657,
0.19391410052776337,
0.013168087229132652,
0.3254159688949585,
0.13910289108753204,
0.09675750881433487,
0.10802052915096283,
0.14630790054798126,
0.3830464482307434,
-0.2549991011619568,
-0.027254249900579453,
0.2192225605249405,
0.25641411542892456,
-0.37608784437179565,
0.044660307466983795,
0.058668773621320724,
0.056580428034067154,
-0.017210427671670914,
0.2615422308444977,
0.3256276547908783,
-0.16925500333309174,
0.19657377898693085,
0.43724554777145386,
1.125349998474121,
-0.29563456773757935,
-0.07804013043642044,
-0.12701743841171265,
-0.33611971139907837,
0.6042556166648865,
-0.2630314528942108,
-0.0462496392428875,
-0.34730058908462524,
-0.12855996191501617,
0.02908165752887726,
-0.18670110404491425,
-0.009771764278411865,
-0.21909473836421967,
-0.09976454824209213,
0.15271325409412384,
-0.2251034379005432,
-0.15809494256973267,
-0.21828533709049225,
0.22694607079029083,
0.32245704531669617,
-0.23322109878063202,
-0.15305353701114655,
-0.03276823088526726,
-0.06460577994585037,
0.17142629623413086,
-0.21025367081165314,
-0.17223145067691803,
0.1970987617969513,
-0.23681895434856415,
-0.2299950271844864,
-0.14150802791118622,
-0.45256826281547546,
0.29463788866996765,
0.020807133987545967,
-0.32272306084632874,
0.3300318717956543,
0.13362014293670654,
0.12281446158885956,
0.4325304329395294,
-0.2202579826116562,
-0.026876946911215782,
-0.006368793081492186,
-0.10939275473356247,
-0.08678905665874481,
0.06745360046625137,
0.044667232781648636,
-0.1134754940867424,
-0.4193345904350281,
0.10085590183734894,
-0.041586052626371384,
-0.03723244369029999,
-0.11821655929088593,
0.1514541059732437,
0.1590322107076645,
-0.23313646018505096,
0.31063345074653625,
0.029277071356773376,
-0.10713844746351242,
-0.23913046717643738,
-0.06054936349391937,
0.11021117120981216,
-0.430778831243515,
0.01954500749707222,
0.09354893863201141,
-0.4853805601596832,
0.008995193056762218,
0.4414263069629669,
-0.021724708378314972,
-0.12563340365886688,
0.5604749917984009,
0.3870261013507843,
-0.0833011120557785,
-0.08913131058216095,
0.06656026095151901,
0.37948447465896606,
-0.3428509831428528,
-0.020678231492638588,
-0.02688157930970192,
0.036638420075178146,
-0.03188517689704895,
0.07719340920448303,
0.14659082889556885,
-0.005567546002566814,
-0.10012519359588623,
-0.49277463555336,
-0.45021846890449524,
0.10503622889518738,
-0.14111977815628052,
0.0919765904545784,
0.17323052883148193,
0.053369056433439255,
-0.2124430537223816,
-0.061937883496284485,
-0.15852181613445282,
-0.06348545104265213,
-0.42073309421539307,
0.23240846395492554,
0.10087385028600693,
-0.43121635913848877,
0.03964465856552124,
-0.02331044338643551,
-0.09351957589387894,
0.1902829259634018,
-0.31723883748054504,
-0.002802532631903887,
-0.15535429120063782,
0.23936250805854797,
-0.09555013477802277,
-0.5256471037864685,
0.0028378935530781746,
-0.14026282727718353,
-0.1286248117685318,
-0.14502501487731934,
-0.06846437603235245,
0.1721591055393219,
0.06603236496448517,
-0.2844127416610718,
0.2785305976867676,
-0.2525465488433838,
-0.18024756014347076,
0.07354980707168579,
0.2667730152606964,
0.18055233359336853,
-0.03122306428849697,
0.42722997069358826,
0.04696967080235481,
-0.17941628396511078,
-0.4443585276603699,
0.08446492999792099,
0.2403590828180313,
-0.3084859848022461,
0.08180706202983856,
-0.2272558957338333,
-0.10024034976959229,
0.4624747633934021,
0.4395344853401184,
0.39526230096817017,
0.005478733219206333,
-0.06401031464338303,
0.2593306005001068,
0.0696912482380867,
-0.16714560985565186,
-0.13681179285049438,
0.25157415866851807,
-0.004936429671943188,
-0.06902961432933807,
0.42978811264038086,
0.2808298170566559,
0.09137848764657974,
0.06304376572370529,
0.04230735823512077,
0.26335954666137695,
0.1425086110830307,
0.08284597098827362,
0.12847186625003815,
-0.09135542809963226,
-0.038090143352746964,
0.27500438690185547,
-0.06232152879238129,
0.40394213795661926,
0.32543882727622986,
-0.19078302383422852,
0.12841783463954926,
0.42109644412994385,
0.12743104994297028,
0.13662247359752655,
-0.26246383786201477,
-0.11232387274503708,
0.2244531661272049,
0.23466944694519043,
0.11280609667301178,
-0.11134422570466995,
0.7335342168807983,
-0.08745124191045761,
-0.3345424234867096,
-0.02573789842426777,
0.45917224884033203,
-0.27478405833244324,
-0.08902155607938766,
-0.15613363683223724,
-0.13246792554855347,
-0.03224692493677139,
-0.06878944486379623,
0.17788070440292358,
0.05892500281333923,
-0.022229621186852455,
0.023392343893647194,
-0.2222556322813034,
-0.3103194832801819,
-0.5450294613838196,
0.535774827003479,
-0.029343901202082634,
-0.3221195340156555,
0.3328133225440979,
0.3862287998199463,
-0.10732763260602951,
0.16935481131076813,
0.33210253715515137,
0.5232443809509277,
0.2326996922492981,
-0.10366379469633102,
-0.07962479442358017,
0.06393512338399887,
0.1587667465209961,
-0.032785020768642426,
-0.0839480385184288,
0.08795490115880966,
0.13561345636844635,
0.08774575591087341,
-0.06674502044916153,
-0.05210942402482033,
-0.0449393056333065,
0.20361833274364471,
0.05954171344637871,
0.09976451098918915,
-0.5444079041481018,
-0.15487250685691833,
-0.13108788430690765,
-0.3298235237598419,
0.028838088735938072,
-0.14548087120056152,
0.28424516320228577,
0.30095526576042175,
-0.043853238224983215,
0.03395400568842888,
0.03676543012261391,
0.0023883471731096506,
-0.1856234073638916,
0.4092003405094147,
0.4066256284713745,
0.01128082163631916,
-0.2685202658176422,
-0.13448962569236755,
-0.4066004753112793,
0.24261361360549927,
-0.31824958324432373,
-0.10873008519411087,
0.41685950756073,
0.151016503572464,
0.03825433552265167,
0.0451899953186512,
0.49981018900871277,
-0.2465704083442688,
-0.13619308173656464,
0.21101464331150055,
-0.3237797021865845,
-0.03807748854160309,
-0.21836765110492706,
-0.05809476226568222,
0.15897588431835175,
0.01371844857931137,
0.32723069190979004,
-0.05710002779960632,
-0.0797361209988594,
-0.30923357605934143,
0.22657550871372223,
-0.34287455677986145,
-0.09711325168609619,
0.18312430381774902,
0.4092596471309662,
0.260373055934906,
0.14658546447753906,
0.08634598553180695,
0.17153379321098328,
-0.29837608337402344,
-0.05593782663345337,
0.2614251673221588,
0.025976939126849174,
0.018819507211446762,
-0.12802353501319885,
-0.7292590737342834,
-0.48944714665412903,
0.1618308573961258,
0.01860656589269638,
-0.21612049639225006,
-0.25871291756629944,
0.32207751274108887,
-0.08697701245546341,
0.01817544922232628,
0.14647607505321503,
0.31365156173706055,
0.39151254296302795,
0.24258483946323395,
-0.264170378446579,
-0.41473516821861267,
0.6981281042098999,
-0.5851547122001648,
-0.20280401408672333,
-0.20273952186107635,
0.22334052622318268,
0.5235947370529175,
-0.370913565158844,
-0.311587929725647,
-0.05131859332323074,
0.21268028020858765,
0.23461151123046875,
-0.43005552887916565,
-0.04790765792131424,
-0.27599185705184937,
-0.08745502680540085,
0.02626028284430504,
-0.025526907294988632,
0.16173647344112396,
-0.26018914580345154,
0.26983416080474854,
-0.0476779080927372
] |
https://github.com/huggingface/datasets/issues/2055 | is there a way to override a dataset object saved with save_to_disk? | I tried this way, but when there is a mapping process to the dataset, it again uses a random cache name. atm, I am trying to use the following method by setting an exact cache file,
```
dataset_with_embedding =csv_dataset.map(
partial(self.embed, ctx_encoder=ctx_encoder, ctx_tokenizer=self.context_tokenizer),
batched=True,
batch_size=1,
features=new_features,
cache_file_name=cache_arrow_path,
load_from_cache_file=False
)
```
So here we set a cache_file_name , after this it uses the same file name when saving again and again. | At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object? | 69 | is there a way to override a dataset object saved with save_to_disk?
At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object?
I tried this way, but when there is a mapping process to the dataset, it again uses a random cache name. atm, I am trying to use the following method by setting an exact cache file,
```
dataset_with_embedding =csv_dataset.map(
partial(self.embed, ctx_encoder=ctx_encoder, ctx_tokenizer=self.context_tokenizer),
batched=True,
batch_size=1,
features=new_features,
cache_file_name=cache_arrow_path,
load_from_cache_file=False
)
```
So here we set a cache_file_name , after this it uses the same file name when saving again and again. | [
0.018776722252368927,
-0.15488997101783752,
-0.014641659334301949,
-0.039853282272815704,
0.24491731822490692,
0.2703031003475189,
0.1437663733959198,
0.1278596669435501,
0.11003562808036804,
0.17715536057949066,
0.3504517674446106,
0.4532105326652527,
-0.20381221175193787,
-0.03623679280281067,
0.24566753208637238,
0.15281151235103607,
0.47488120198249817,
-0.02025373838841915,
-0.02560671605169773,
0.271393358707428,
-0.4494592249393463,
0.2261943370103836,
0.2889963686466217,
-0.04244815558195114,
-0.15775145590305328,
-0.10205499827861786,
0.051071539521217346,
-0.1924010068178177,
0.17306725680828094,
-0.4009982645511627,
0.28723281621932983,
0.1724158078432083,
0.00013251385826151818,
0.14868858456611633,
-0.00012018569395877421,
-0.1788835972547531,
-0.03008427284657955,
-0.11758055537939072,
-0.24674654006958008,
0.19991719722747803,
-0.2080586552619934,
-0.3076750636100769,
0.055778373032808304,
-0.526828944683075,
0.23349018394947052,
0.06895166635513306,
0.2301580160856247,
-0.38178643584251404,
0.1915489286184311,
-0.14450444281101227,
0.1007295772433281,
-0.13988962769508362,
0.017928386107087135,
0.24298560619354248,
0.06843333691358566,
-0.025823069736361504,
-0.24005934596061707,
0.2939266860485077,
0.025716543197631836,
0.3028869926929474,
0.10996157675981522,
0.054286662489175797,
-0.16942107677459717,
0.0480513721704483,
0.6855140328407288,
-0.025839822366833687,
-0.2212388515472412,
-0.04906761273741722,
0.2112247496843338,
0.030192997306585312,
0.66070955991745,
-0.4477226436138153,
-0.14428819715976715,
-0.060102932155132294,
-0.05916012078523636,
-0.4760395586490631,
0.23449574410915375,
-0.252185583114624,
0.09125901758670807,
0.12441720813512802,
-0.14751721918582916,
-0.567284107208252,
-0.13889910280704498,
0.041307102888822556,
0.2410660684108734,
-0.43220213055610657,
-0.14716382324695587,
0.2276437133550644,
0.20357944071292877,
-0.0040800850838422775,
0.4306218922138214,
-0.3934551775455475,
-0.38423216342926025,
-0.20308294892311096,
-0.2061024308204651,
-0.14626845717430115,
-0.3850918710231781,
0.29053208231925964,
0.02562415413558483,
0.19891132414340973,
0.46178317070007324,
0.22646401822566986,
-0.00004240374983055517,
0.24839985370635986,
0.04274271801114082,
0.2869017720222473,
0.05077796056866646,
0.014792426489293575,
0.09575515240430832,
-0.2234206348657608,
-0.2146574705839157,
-0.14359191060066223,
0.26767054200172424,
-0.301774799823761,
0.6434221267700195,
-0.12056929618120193,
0.09178068488836288,
-0.17332644760608673,
0.18079552054405212,
-0.0465303510427475,
0.2298898547887802,
0.2185385674238205,
-0.11403816938400269,
-0.017294269055128098,
0.016586845740675926,
-0.028529450297355652,
-0.1195979043841362,
0.009990314021706581,
0.14715446531772614,
0.1509023904800415,
0.022468743845820427,
-0.19857431948184967,
0.1876463145017624,
0.4262019097805023,
0.11722851544618607,
0.06192181259393692,
0.08144621551036835,
-0.17453111708164215,
0.07543826103210449,
-0.15346038341522217,
0.23291191458702087,
0.0419623963534832,
0.4006011486053467,
-0.11498764902353287,
-0.13123719394207,
0.2729933261871338,
0.02395816706120968,
-0.229575514793396,
-0.14664047956466675,
0.22716152667999268,
-0.3677087128162384,
-0.3400830626487732,
0.10101089626550674,
0.02359822764992714,
-0.3579708933830261,
-0.07785069942474365,
-0.564494252204895,
0.05334809049963951,
0.06241662800312042,
-0.22272969782352448,
0.2458757907152176,
0.28758296370506287,
-0.18625058233737946,
-0.3175990879535675,
-0.08985545486211777,
0.26367321610450745,
-0.3861021101474762,
-0.0023465570993721485,
-0.0945788323879242,
0.06422188133001328,
-0.33520281314849854,
-0.062373243272304535,
-0.13913756608963013,
-0.23023700714111328,
-0.3009420931339264,
-0.06634311378002167,
0.31271567940711975,
-0.2570267915725708,
-0.6499441862106323,
-0.04191146045923233,
-0.04576732590794563,
-0.036923885345458984,
0.13324058055877686,
0.39774736762046814,
0.20849721133708954,
-0.017514966428279877,
-0.30629533529281616,
0.06421957910060883,
0.03592430800199509,
-0.24911010265350342,
-0.1534537374973297,
-0.15861354768276215,
-0.11604952067136765,
-0.2702699303627014,
-0.2579095959663391,
0.3812936246395111,
-0.046005729585886,
-0.18067841231822968,
0.05448444187641144,
0.07456889003515244,
0.2152923345565796,
0.4588147699832916,
0.39599788188934326,
-0.1752631664276123,
-0.05872036889195442,
-0.1027321070432663,
-0.45251768827438354,
0.05953710526227951,
0.4358716309070587,
-0.4237769544124603,
0.10292048007249832,
-0.28937220573425293,
0.03037913888692856,
0.05880476161837578,
-0.18575842678546906,
0.09301065653562546,
-0.04947059229016304,
0.3206633925437927,
0.06824291497468948,
-0.18171386420726776,
-0.22546079754829407,
0.3056720495223999,
0.081949383020401,
0.08078712224960327,
-0.19695939123630524,
-0.08394546806812286,
0.04762038215994835,
-0.09040886163711548,
-0.46442392468452454,
-0.20129266381263733,
0.19872894883155823,
-0.1882760226726532,
-0.1613454818725586,
0.4910290837287903,
-0.19107705354690552,
0.2047099769115448,
0.15690167248249054,
0.4119258224964142,
-0.041173361241817474,
-0.32912325859069824,
0.20223979651927948,
0.09879635274410248,
0.07163342833518982,
0.06592795252799988,
-0.17340122163295746,
0.2870245575904846,
0.048703134059906006,
0.07851652055978775,
-0.05998370796442032,
0.13260537385940552,
0.22570949792861938,
-0.037364378571510315,
-0.19950932264328003,
-0.23793701827526093,
-0.3404454290866852,
0.19955192506313324,
0.39604976773262024,
-0.10044293850660324,
-0.11891963332891464,
0.17763981223106384,
0.5097339749336243,
0.03745580092072487,
0.1199825257062912,
-0.03821209445595741,
-0.35502520203590393,
-0.1304752677679062,
-0.09800444543361664,
0.6063185930252075,
0.35699620842933655,
0.1172187551856041,
0.057832665741443634,
-0.21373313665390015,
0.11268191784620285,
0.00510483980178833,
0.24538293480873108,
0.1002427190542221,
0.2005969136953354,
-0.021801160648465157,
0.22792208194732666,
-0.17441166937351227,
-0.21179644763469696,
0.17030780017375946,
0.08767125755548477,
-0.03935635834932327,
0.057253506034612656,
0.17788514494895935,
-0.14062917232513428,
-0.002529412740841508,
-0.3594077229499817,
0.14179973304271698,
-0.33706310391426086,
-0.2788515090942383,
-0.07003883272409439,
0.5343759059906006,
0.08573045581579208,
0.13416367769241333,
-0.0817064642906189,
0.4854327440261841,
-0.18191556632518768,
-0.48021095991134644,
-0.06354588270187378,
0.07656602561473846,
-0.12301892787218094,
-0.0975039154291153,
0.01903923973441124,
-0.4540126919746399,
0.27781251072883606,
0.11079632490873337,
0.2113087922334671,
-0.6378805041313171,
0.10112364590167999,
-0.10673477500677109,
0.3585081100463867,
0.2471572309732437,
-0.14796268939971924,
0.11345982551574707,
-0.22188588976860046,
-0.017291929572820663,
-0.07114090770483017,
-0.02293073944747448,
0.07921852171421051,
-0.02040485478937626,
0.03526883199810982,
0.17450393736362457,
0.054065052419900894,
0.12567517161369324,
-0.23163999617099762,
-0.15923260152339935,
0.15516433119773865,
-0.11619638651609421,
-0.005929463542997837,
-0.12075965851545334,
0.003159788902848959,
-0.05896966904401779,
0.1094883382320404,
-0.45395809412002563,
-0.23082149028778076,
-0.665976345539093,
0.5767188668251038,
-0.2546723783016205,
-0.03100629895925522,
0.10166619718074799,
-0.09430557489395142,
-0.01005322765558958,
0.20117369294166565,
-0.3397992253303528,
-0.10341791808605194,
-0.10087602585554123,
0.22342875599861145,
0.0948503240942955,
-0.34115228056907654,
0.24154742062091827,
0.5115861892700195,
-0.054048895835876465,
-0.09834270924329758,
-0.5508167147636414,
0.25433772802352905,
0.24408848583698273,
0.43896204233169556,
0.3565296232700348,
0.18323245644569397,
0.04261702299118042,
0.46084389090538025,
-0.20743009448051453,
0.025449194014072418,
0.4877781271934509,
0.10067961364984512,
0.39070993661880493,
0.05140157416462898,
-0.05895758047699928,
-0.20134061574935913,
-0.31233853101730347,
-0.14260233938694,
-0.026809629052877426,
-0.011530566960573196,
-0.015669414773583412,
0.2334086000919342,
0.05042748525738716,
-0.029805302619934082,
-0.334669828414917,
0.007739180698990822,
-0.2926945686340332,
0.12006784975528717,
0.04336712881922722,
-0.19814884662628174,
-0.47141870856285095,
-0.21493180096149445,
0.08723508566617966,
0.39123374223709106,
0.1272733509540558,
-0.08267467468976974,
-0.5049141645431519,
-0.01173916831612587,
-0.48056188225746155,
0.42964690923690796,
-0.24959111213684082,
0.11662121117115021,
0.04421301931142807,
0.05845404788851738,
-0.10808034986257553,
-0.08460373431444168,
0.8759828805923462,
-0.13533881306648254,
0.16240206360816956,
-0.08968999236822128,
0.19077222049236298,
-0.08411523699760437,
0.08783383667469025,
0.4205208718776703,
0.43673378229141235,
-0.25175875425338745,
0.2692507803440094,
0.25714507699012756,
-0.0806378722190857,
-0.11693618446588516,
0.35351458191871643,
-0.5934962630271912,
-0.12064038217067719,
0.21519702672958374,
-0.08269217610359192,
-0.05795431137084961,
-0.35400912165641785,
0.18011634051799774,
0.023067394271492958,
0.1058652400970459,
-0.08195636421442032,
-0.42276498675346375,
-0.03434373810887337,
0.04526451975107193,
-0.2890198528766632,
0.4680195152759552,
-0.1545276939868927,
0.006953225936740637,
-0.08506087213754654,
0.29095911979675293,
0.38533395528793335,
0.28279560804367065,
-0.33843955397605896,
-0.3447604477405548,
-0.06374841928482056,
-0.14119762182235718,
0.1837271898984909,
0.11235496401786804,
-0.06052326783537865,
0.24211330711841583,
0.197968989610672,
-0.18805187940597534,
-0.005778106395155191,
0.10275480896234512,
-0.09244028478860855,
0.3334354758262634,
-0.15021297335624695,
-0.4014713168144226,
0.37417072057724,
0.2887122929096222,
-0.00660970713943243,
0.24340905249118805,
0.11077228933572769,
-0.40941813588142395,
0.46833932399749756,
0.023810870945453644,
0.6857138872146606,
0.03289533779025078,
0.37695789337158203,
-0.23155920207500458,
-0.31670647859573364,
0.15255647897720337,
-0.08917412161827087,
0.09092825651168823,
-0.12173878401517868,
-0.22121024131774902,
-0.029122672975063324,
0.09530651569366455,
0.3272641897201538,
0.48221293091773987,
-0.05027380585670471,
0.3661994934082031,
-0.15191411972045898,
0.09645076841115952,
-0.25948429107666016,
0.077162966132164,
-0.17665882408618927,
-0.17690302431583405,
0.14726272225379944,
0.0571524016559124,
0.011741935275495052,
-0.13702964782714844,
0.10000763833522797,
-0.07602786272764206,
0.07868395000696182,
-0.00020397582557052374,
-0.1984478235244751,
-0.22507455945014954,
-0.17405995726585388,
-0.21318426728248596,
-0.24699629843235016,
-0.4627687335014343,
0.012171817012131214,
0.27712616324424744,
0.32720908522605896,
0.07560513913631439,
-0.013924726285040379,
0.1802670657634735,
0.2220173329114914,
0.05467643216252327,
-0.24646501243114471,
-0.0767868161201477,
0.1695948988199234,
0.044829461723566055,
0.04364568367600441,
0.03505939617753029,
0.07267282158136368,
-0.46163642406463623,
0.33409011363983154,
-0.14733292162418365,
0.16426822543144226,
-0.047640781849622726,
-0.5405943989753723,
-0.16174954175949097,
-0.23076747357845306,
-0.3211683928966522,
0.0524357408285141,
-0.10108504444360733,
-0.05425579845905304,
0.35960614681243896,
-0.2378881722688675,
-0.08767838776111603,
0.1408548355102539,
0.31421688199043274,
-0.11578627675771713,
-0.1948653906583786,
0.6367978453636169,
-0.49389031529426575,
0.04823703318834305,
-0.10501614212989807,
0.24236978590488434,
0.1008896455168724,
-0.07805951684713364,
0.17577391862869263,
-0.13971258699893951,
0.11407805979251862,
-0.06659789383411407,
-0.13688598573207855,
0.11697074770927429,
0.32026511430740356,
-0.26146531105041504,
-0.19220569729804993,
-0.4788094758987427,
-0.10562580078840256,
0.2239226996898651,
0.33667975664138794,
-0.07045713812112808,
-0.4245387315750122,
-0.1424575299024582,
-0.0476740300655365,
-0.14465899765491486,
0.03850734606385231,
0.0199612807482481,
-0.03279346972703934,
0.21659497916698456,
0.46283596754074097,
0.05852976813912392,
-0.09027692675590515,
-0.07175406068563461,
-0.022866150364279747,
-0.06309051811695099,
-0.13425111770629883,
-0.2262951135635376,
0.18885891139507294,
-0.12669312953948975,
-0.23237435519695282,
-0.17360970377922058,
-0.3062693476676941,
0.2362319678068161,
-0.07037638872861862,
-0.23084722459316254,
0.1891656070947647,
0.1071474477648735,
0.2860000431537628,
-0.03353551775217056,
0.11150036007165909,
0.014768482185900211,
-0.16621145606040955,
0.21845412254333496,
0.3839322626590729,
0.17907802760601044,
0.21594780683517456,
-0.05187784135341644,
-0.06886123865842819,
-0.14276345074176788,
-0.11996953934431076,
-0.051873836666345596,
-0.018768243491649628,
-0.19140440225601196,
-0.10523062199354172,
-0.07207396626472473,
0.4625988304615021,
0.1093422919511795,
0.010647167451679707,
-0.2217106819152832,
-0.14830271899700165,
0.38192978501319885,
0.05568351596593857,
0.062201593071222305,
-0.35569462180137634,
0.48379865288734436,
-0.33914831280708313,
0.026101432740688324,
0.11974849551916122,
0.1509520560503006,
0.09486373513936996,
-0.2867465615272522,
-0.10768217593431473,
0.3201237916946411,
-0.41626137495040894,
0.27648356556892395,
0.1164497435092926,
0.14284522831439972,
0.12206311523914337,
0.46233198046684265,
0.387182354927063,
0.38414889574050903,
0.7751975655555725,
-0.011257266625761986,
0.006685284432023764,
0.45954567193984985,
-0.08496298640966415,
-0.010279764421284199,
-0.1649310439825058,
0.14950136840343475,
-0.10435590147972107,
-0.06561582535505295,
0.5459073185920715,
0.44207435846328735,
0.007658534683287144,
0.009714527055621147,
-0.325049489736557,
0.09481456130743027,
-0.009108205325901508,
0.060040589421987534,
-0.3881412148475647,
0.2045375555753708,
0.020788870751857758,
0.17572076618671417,
0.23215562105178833,
-0.20622986555099487,
-0.31995680928230286,
0.36524951457977295,
-0.14820381999015808,
0.04979469254612923,
0.2316642552614212,
0.2691746652126312,
-0.11201038211584091,
0.18320737779140472,
-0.03725569322705269,
-0.12611468136310577,
-0.301033079624176,
-0.07761051505804062,
0.09200678020715714,
-0.026149537414312363,
-0.19294720888137817,
-0.10823747515678406,
0.038724903017282486,
0.16818612813949585,
-0.035816289484500885,
-0.025635842233896255,
-0.11809378117322922,
-0.3194732666015625,
0.010824424214661121,
-0.32047006487846375,
0.14948052167892456,
0.05596263334155083,
0.05986271798610687,
0.19303204119205475,
0.2173730581998825,
0.45064446330070496,
-0.22841386497020721,
-0.13949599862098694,
0.29048654437065125,
-0.41476941108703613,
-0.010719899088144302,
0.11113397032022476,
-0.0737021416425705,
-0.3833247721195221,
0.726504921913147,
0.004307138733565807,
0.09014380723237991,
0.08397097140550613,
0.04552246630191803,
-0.13259543478488922,
0.35786890983581543,
-0.1725374460220337,
-0.0425361730158329,
-0.2654027044773102,
-0.030788060277700424,
-0.38123664259910583,
0.13566677272319794,
0.3085462749004364,
0.08378119766712189,
-0.1038387343287468,
-0.07070720195770264,
-0.017944753170013428,
-0.03957647457718849,
0.16237610578536987,
-0.05705379694700241,
0.18178731203079224,
0.5798852443695068,
-0.29132163524627686,
-0.28437140583992004,
0.20689983665943146,
0.37730085849761963,
0.2617410123348236,
-0.40934300422668457,
-0.10808248817920685,
0.34449777007102966,
-0.08645014464855194,
0.04784666374325752,
-0.04410983994603157,
-0.026531802490353584,
0.05159743130207062,
0.5468359589576721,
0.0009368688333779573,
0.024111900478601456,
-0.1304382085800171,
0.03296784311532974,
0.2813883423805237,
0.134751096367836,
-0.38424015045166016,
0.007321462035179138,
0.09670495241880417,
0.13719885051250458,
-0.4002993702888489,
0.32260000705718994,
-0.1326919049024582,
-0.09202712029218674,
-0.012856396846473217,
-0.1971437782049179,
-0.18307702243328094,
0.2361607700586319,
0.2111169844865799,
-0.11219675838947296,
0.384427934885025,
0.403589129447937,
-0.00708754500374198,
0.4863264858722687,
-0.32664093375205994,
0.41294801235198975,
0.42595386505126953,
-0.06598138064146042,
-0.0850183516740799,
0.28400540351867676,
0.11947517842054367,
0.2796075940132141,
-0.20274080336093903,
-0.24166271090507507,
-0.16219861805438995,
0.30664917826652527,
-0.22257284820079803,
-0.12363263964653015,
0.29727622866630554,
-0.4394381046295166,
0.2138996720314026,
0.08304286003112793,
0.9734273552894592,
0.2376055270433426,
0.004844610579311848,
-0.26133957505226135,
-0.18351143598556519
] |
https://github.com/huggingface/datasets/issues/2055 | is there a way to override a dataset object saved with save_to_disk? | I'm not sure I understand your issue, can you elaborate ?
`cache_file_name` is indeed an argument you can set to specify the cache file that will be used for the processed dataset. By default the file is named with something like `cache-<fingerprint>.arrow` where the fingerprint is a hash. | At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object? | 48 | is there a way to override a dataset object saved with save_to_disk?
At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object?
I'm not sure I understand your issue, can you elaborate ?
`cache_file_name` is indeed an argument you can set to specify the cache file that will be used for the processed dataset. By default the file is named with something like `cache-<fingerprint>.arrow` where the fingerprint is a hash. | [
0.005880632903426886,
-0.07092950493097305,
-0.04539540782570839,
0.00918580126017332,
0.2773497998714447,
0.252723753452301,
0.2612766921520233,
0.2426065057516098,
-0.053569696843624115,
0.10696277767419815,
0.30203577876091003,
0.4447041153907776,
-0.16169282793998718,
-0.12795747816562653,
0.20591677725315094,
0.006319990381598473,
0.31469544768333435,
-0.11881327629089355,
-0.0984397903084755,
0.17643165588378906,
-0.36264729499816895,
0.27781835198402405,
0.2146424800157547,
0.06288868933916092,
-0.35781437158584595,
-0.1051507294178009,
0.15915381908416748,
0.023573413491249084,
0.07123377919197083,
-0.49810078740119934,
0.24882429838180542,
0.24388380348682404,
0.001854878501035273,
0.04460844770073891,
-0.00011317694588797167,
-0.19219408929347992,
0.17597775161266327,
-0.10215618461370468,
-0.3182256817817688,
0.1989145427942276,
-0.2904452979564667,
-0.20708057284355164,
-0.0157763808965683,
-0.5379847288131714,
0.3022140860557556,
0.047941114753484726,
0.13909763097763062,
-0.30580466985702515,
0.1568412035703659,
-0.08517443388700485,
0.18830710649490356,
-0.1913200169801712,
0.0957808867096901,
0.18047688901424408,
0.06810030341148376,
0.08023147284984589,
-0.24384383857250214,
0.25128960609436035,
0.021615121513605118,
0.2512299120426178,
0.0488661453127861,
0.13685517013072968,
-0.09259305149316788,
-0.04845596104860306,
0.5817065238952637,
-0.05710950493812561,
-0.11386357992887497,
0.03800632059574127,
0.31238627433776855,
0.15230321884155273,
0.7274112105369568,
-0.40699806809425354,
-0.088072769343853,
-0.09351103007793427,
-0.10649066418409348,
-0.2785571813583374,
0.2970903217792511,
-0.2870464622974396,
0.03141142427921295,
0.1581907421350479,
-0.14430643618106842,
-0.5655370950698853,
-0.1578778326511383,
0.04541131481528282,
0.2925547659397125,
-0.33157944679260254,
-0.1847195029258728,
0.2547590434551239,
0.22459043562412262,
0.006203801371157169,
0.45882150530815125,
-0.27878883481025696,
-0.40558475255966187,
-0.20954224467277527,
-0.22318676114082336,
-0.09952539205551147,
-0.33497902750968933,
0.404570072889328,
0.06756957620382309,
0.22593270242214203,
0.4345136284828186,
0.3098503649234772,
0.0374988354742527,
0.19407199323177338,
0.1098940372467041,
0.25583282113075256,
0.09144926071166992,
-0.014535470865666866,
0.07534509152173996,
-0.25802960991859436,
-0.33994242548942566,
-0.1969909518957138,
0.21016617119312286,
-0.38053447008132935,
0.7020929455757141,
-0.18384365737438202,
0.1940515786409378,
-0.3050473928451538,
0.19084544479846954,
-0.0842876136302948,
0.21905502676963806,
0.06759358197450638,
0.07819387316703796,
0.012820005416870117,
0.06677975505590439,
0.06489141285419464,
-0.08880244195461273,
0.05613294243812561,
0.061523985117673874,
0.09737850725650787,
-0.06420369446277618,
-0.2585119903087616,
0.10586404800415039,
0.37152111530303955,
0.07006197422742844,
0.11341708898544312,
0.04573087394237518,
-0.14827673137187958,
0.13644321262836456,
-0.05347595736384392,
0.38807573914527893,
-0.05207119882106781,
0.47373053431510925,
-0.06155479699373245,
-0.1686992645263672,
0.2550692856311798,
0.008135671727359295,
-0.1564418375492096,
-0.13753800094127655,
0.30932652950286865,
-0.3865032196044922,
-0.4239959418773651,
0.09990300238132477,
0.07816784083843231,
-0.3999312222003937,
-0.06207112595438957,
-0.5250159502029419,
-0.03840487077832222,
0.11651481688022614,
-0.14374971389770508,
0.23817284405231476,
0.20408198237419128,
-0.15256264805793762,
-0.3873450458049774,
-0.05267023295164108,
0.22917486727237701,
-0.4178434908390045,
0.051124121993780136,
-0.24416042864322662,
-0.021136030554771423,
-0.2414739727973938,
-0.1609628051519394,
-0.26307591795921326,
-0.10548125952482224,
-0.34666576981544495,
0.06447279453277588,
0.3076821565628052,
-0.34735414385795593,
-0.6475951075553894,
-0.05933675169944763,
-0.06429700553417206,
0.028302058577537537,
0.0475253164768219,
0.33078280091285706,
0.056651391088962555,
-0.10223622620105743,
-0.4012669622898102,
0.10129660367965698,
-0.02002553828060627,
-0.3065451979637146,
-0.27808550000190735,
-0.00804752204567194,
-0.10573966056108475,
-0.14617495238780975,
-0.22025136649608612,
0.36576154828071594,
-0.038026440888643265,
-0.028425484895706177,
0.07239038497209549,
0.20119331777095795,
0.2046842724084854,
0.47139135003089905,
0.48455488681793213,
-0.16239865124225616,
0.028085988014936447,
-0.05227906256914139,
-0.3321337401866913,
0.147166445851326,
0.37000784277915955,
-0.3939206600189209,
0.0009514669654890895,
-0.24996455013751984,
0.016343921422958374,
0.07342223823070526,
-0.13498206436634064,
0.15410347282886505,
0.0280381478369236,
0.3183520436286926,
0.07306252419948578,
-0.2711365818977356,
-0.13998419046401978,
0.41567379236221313,
-0.03538411110639572,
-0.03525344654917717,
-0.10526705533266068,
-0.04592913016676903,
0.003633953630924225,
-0.058122534304857254,
-0.4752197861671448,
-0.26565423607826233,
0.1838865578174591,
-0.1295545995235443,
-0.22985373437404633,
0.5186128616333008,
-0.09121982008218765,
0.053474266082048416,
0.26853787899017334,
0.4209364354610443,
-0.15085187554359436,
-0.44219446182250977,
0.25047117471694946,
-0.0025526736862957478,
0.02737136371433735,
-0.0055460198782384396,
-0.12525302171707153,
0.1777493953704834,
-0.07860194891691208,
0.05803069844841957,
-0.19634690880775452,
0.1380006968975067,
0.28741511702537537,
-0.0780564621090889,
-0.17351798713207245,
-0.23932680487632751,
-0.3135155737400055,
0.07501313090324402,
0.46131324768066406,
-0.08207649737596512,
-0.21109387278556824,
0.3025098443031311,
0.5622272491455078,
0.05887308344244957,
0.10138720273971558,
0.0364009253680706,
-0.26441580057144165,
-0.12854114174842834,
-0.1024729534983635,
0.6723660826683044,
0.5421389937400818,
0.19201311469078064,
0.14051906764507294,
-0.21334996819496155,
0.09585452079772949,
-0.03835343196988106,
0.13248969614505768,
0.1543865203857422,
0.2147180140018463,
-0.10201296210289001,
0.14431890845298767,
-0.18217839300632477,
-0.13386982679367065,
0.1596543937921524,
0.11188557744026184,
0.011033489368855953,
-0.006396824028342962,
0.18882493674755096,
-0.19276964664459229,
-0.02781340293586254,
-0.2950425148010254,
-0.031935833394527435,
-0.40772736072540283,
-0.36301058530807495,
0.06693413853645325,
0.3269259035587311,
0.0898088738322258,
0.1490612030029297,
-0.11566095799207687,
0.504223644733429,
-0.17349442839622498,
-0.42046430706977844,
-0.1750682145357132,
-0.03111027181148529,
-0.2325831800699234,
-0.022364549338817596,
0.0742439478635788,
-0.27299764752388,
0.22917594015598297,
-0.016632745042443275,
0.2555162310600281,
-0.572079062461853,
0.029357923194766045,
-0.05678807571530342,
0.2725663185119629,
0.33263081312179565,
-0.06666471809148788,
0.18522275984287262,
-0.22872312366962433,
0.06709451228380203,
-0.015787018463015556,
-0.07919111847877502,
0.015842560678720474,
-0.016248231753706932,
0.11656088382005692,
0.08001352101564407,
0.03783857449889183,
0.2091626524925232,
-0.15199720859527588,
-0.24448657035827637,
0.15200796723365784,
-0.10921260714530945,
0.06126433238387108,
-0.05126660317182541,
0.015881774947047234,
-0.011744998395442963,
0.045935943722724915,
-0.36172500252723694,
-0.37313687801361084,
-0.8067582845687866,
0.5466670989990234,
-0.3449464440345764,
-0.09707123041152954,
0.14652904868125916,
0.05424784868955612,
0.142153799533844,
0.21201418340206146,
-0.3342683017253876,
-0.2800639867782593,
-0.0528382882475853,
0.2175372689962387,
-0.0190756656229496,
-0.2813299298286438,
0.22583290934562683,
0.40955469012260437,
-0.0971841961145401,
-0.24838578701019287,
-0.528954267501831,
0.39878538250923157,
0.1717534363269806,
0.5748047828674316,
0.2610899806022644,
0.09203910082578659,
0.054751425981521606,
0.5059796571731567,
-0.28286466002464294,
0.011398754082620144,
0.4043925404548645,
0.19014889001846313,
0.3782544434070587,
0.016227321699261665,
-0.13098064064979553,
-0.1413497030735016,
-0.2167467623949051,
-0.07607682049274445,
-0.04978263005614281,
0.08787263184785843,
0.01903476007282734,
0.2673097550868988,
0.05653727427124977,
-0.15624752640724182,
-0.371694952249527,
0.08744955062866211,
-0.259699285030365,
0.11596363037824631,
0.04225296899676323,
-0.14290215075016022,
-0.504921019077301,
-0.14481370151042938,
0.1870451420545578,
0.3815186023712158,
0.11402963846921921,
-0.0851544663310051,
-0.5466574430465698,
0.15672102570533752,
-0.3572343587875366,
0.4369427561759949,
-0.200179323554039,
0.11978712677955627,
-0.10391982644796371,
-0.049809008836746216,
-0.0212271586060524,
-0.050355881452560425,
0.8804528713226318,
-0.1738557368516922,
0.15857012569904327,
0.06297671049833298,
0.11062982678413391,
-0.13148067891597748,
0.09822263568639755,
0.4506981670856476,
0.44932276010513306,
-0.14583037793636322,
0.10646038502454758,
0.09412733465433121,
-0.2235235720872879,
-0.17333091795444489,
0.33696600794792175,
-0.5265505909919739,
-0.21755389869213104,
0.15228420495986938,
-0.1450505554676056,
-0.007650894578546286,
-0.2675725221633911,
0.20549245178699493,
0.013174770399928093,
0.08131818473339081,
0.02082141861319542,
-0.4381807744503021,
-0.13319505751132965,
-0.0034737982787191868,
-0.1950690597295761,
0.5359505414962769,
-0.22869789600372314,
0.037680771201848984,
-0.022511476650834084,
0.2528626024723053,
0.38904890418052673,
0.29474422335624695,
-0.3565095067024231,
-0.20212318003177643,
-0.035450637340545654,
-0.24817325174808502,
0.0178415235131979,
0.2599080204963684,
-0.07626563310623169,
0.16641078889369965,
0.20399148762226105,
-0.17035919427871704,
-0.01401614397764206,
0.1486973911523819,
-0.14412350952625275,
0.2527443468570709,
-0.19160009920597076,
-0.3499113619327545,
0.37594854831695557,
0.2600649893283844,
-0.06482180953025818,
0.3666517734527588,
0.1746673732995987,
-0.3780330419540405,
0.41979774832725525,
0.09013435244560242,
0.950126588344574,
-0.037036385387182236,
0.29729217290878296,
-0.3037029802799225,
-0.37265342473983765,
0.029851121827960014,
-0.07033925503492355,
-0.027123069390654564,
-0.13109637796878815,
-0.20190972089767456,
0.009243479929864407,
0.0699821412563324,
0.2341231107711792,
0.5468810796737671,
-0.03995847329497337,
0.094929538667202,
-0.22739507257938385,
-0.1861843317747116,
-0.2574065625667572,
0.2381443828344345,
-0.13970641791820526,
-0.11309880018234253,
0.08044479787349701,
0.16513925790786743,
-0.061247993260622025,
-0.15383446216583252,
0.060801196843385696,
-0.2177509218454361,
0.021423915401101112,
-0.030250951647758484,
-0.172694131731987,
-0.18976235389709473,
-0.16834941506385803,
-0.20468860864639282,
-0.0704130232334137,
-0.4095529019832611,
0.01853974722325802,
0.201880544424057,
0.4421578347682953,
-0.027357080951333046,
-0.056506719440221786,
0.3041878044605255,
0.17455491423606873,
0.07351948320865631,
-0.2249201089143753,
-0.14952592551708221,
0.2583341896533966,
-0.043739352375268936,
-0.019286012277007103,
0.0022187656722962856,
0.0770837590098381,
-0.6202124953269958,
0.20670843124389648,
-0.0997249186038971,
0.13004185259342194,
-0.09175039082765579,
-0.49442151188850403,
-0.16466550529003143,
-0.24611805379390717,
-0.3005344569683075,
0.14192262291908264,
0.2287473976612091,
-0.10757847875356674,
0.41414138674736023,
-0.1770244687795639,
-0.04515998065471649,
0.15547482669353485,
0.27971896529197693,
-0.21761846542358398,
-0.1377958208322525,
0.509489893913269,
-0.35042881965637207,
0.014818764291703701,
-0.1385895013809204,
0.06893385201692581,
0.048716843128204346,
-0.14854229986667633,
0.14948046207427979,
-0.1786646693944931,
0.1388300657272339,
-0.03225371986627579,
-0.2361464500427246,
0.15131695568561554,
0.3105771541595459,
-0.2591748535633087,
-0.17481783032417297,
-0.5221585035324097,
-0.08173853158950806,
0.06593913584947586,
0.3063134551048279,
-0.07622802257537842,
-0.4527078866958618,
-0.06304175406694412,
0.08879981189966202,
-0.25305885076522827,
0.012161891907453537,
-0.04532523825764656,
0.027161281555891037,
0.18926846981048584,
0.24537961184978485,
0.1555827260017395,
-0.18648084998130798,
-0.018708249554038048,
0.0017402919474989176,
-0.17256391048431396,
-0.19922983646392822,
-0.26648440957069397,
0.17183460295200348,
-0.09362605214118958,
-0.27796825766563416,
-0.1310475766658783,
-0.31012436747550964,
0.21159188449382782,
-0.04758796840906143,
-0.19591915607452393,
0.17813342809677124,
0.0373367965221405,
0.22857536375522614,
0.07218746095895767,
0.0019588519353419542,
0.04860310256481171,
-0.17980721592903137,
0.19921942055225372,
0.34951892495155334,
0.16640689969062805,
0.12581492960453033,
-0.014022545889019966,
-0.06620335578918457,
-0.0015531082171946764,
-0.10242131352424622,
-0.10554090887308121,
-0.030420757830142975,
-0.19015322625637054,
-0.06388814002275467,
-0.03787831589579582,
0.43322765827178955,
0.16732971370220184,
0.04057231545448303,
-0.21002115309238434,
-0.17137402296066284,
0.36834853887557983,
0.13414804637432098,
0.10618885606527328,
-0.40368178486824036,
0.4270186722278595,
-0.2677614688873291,
-0.03814749792218208,
0.08706852793693542,
0.1465197503566742,
0.19512370228767395,
-0.16844478249549866,
-0.00554875610396266,
0.2567145526409149,
-0.4714049994945526,
0.16896098852157593,
0.05270938575267792,
-0.01330289151519537,
0.08110843598842621,
0.5374560952186584,
0.3864854872226715,
0.30916517972946167,
0.7966076731681824,
0.014929274097084999,
0.1586894989013672,
0.4057995080947876,
-0.033406853675842285,
-0.012748254463076591,
-0.15422983467578888,
0.029058348387479782,
-0.04648835211992264,
-0.04318206012248993,
0.45863234996795654,
0.28632479906082153,
0.1327948123216629,
0.12383347749710083,
-0.3554237484931946,
0.1732829511165619,
-0.028987767174839973,
0.020851466804742813,
-0.310222864151001,
0.07974717020988464,
0.02053108625113964,
0.12603726983070374,
0.10968111455440521,
-0.1941622942686081,
-0.2527123987674713,
0.4634740650653839,
-0.13702182471752167,
0.04314570128917694,
0.1683918982744217,
0.1710459589958191,
-0.06856928765773773,
0.12863704562187195,
-0.039517343044281006,
-0.09981388598680496,
-0.26912474632263184,
-0.1345333307981491,
0.25959286093711853,
0.0021044870372861624,
-0.16875742375850677,
-0.05420423671603203,
0.042962122708559036,
0.08154210448265076,
-0.04110264405608177,
-0.07923990488052368,
-0.2262190878391266,
-0.20229482650756836,
0.06824543327093124,
-0.3262183368206024,
0.2005547136068344,
0.13870245218276978,
0.01217626966536045,
0.13348931074142456,
0.14365141093730927,
0.379052072763443,
-0.14722196757793427,
-0.12710298597812653,
0.3025747239589691,
-0.3633194863796234,
-0.12168917059898376,
0.11717963963747025,
-0.0705774649977684,
-0.3746969401836395,
0.752278745174408,
0.0425846129655838,
0.049175843596458435,
-0.05408750846982002,
0.06759676337242126,
-0.175920769572258,
0.44890061020851135,
-0.018777495250105858,
-0.013620821759104729,
-0.2923688292503357,
-0.1183672547340393,
-0.3946758508682251,
0.1372789740562439,
0.10895515978336334,
0.08539120107889175,
0.06721075624227524,
-0.05313098803162575,
0.03180352970957756,
0.013865542598068714,
0.293754518032074,
0.08105930685997009,
0.15609648823738098,
0.5610343217849731,
-0.39069217443466187,
-0.17117337882518768,
0.327038437128067,
0.29722148180007935,
0.26711469888687134,
-0.31062382459640503,
-0.11763210594654083,
0.46500885486602783,
0.021207382902503014,
0.0037845754995942116,
-0.09938938170671463,
0.0067931730300188065,
0.23261113464832306,
0.5678701996803284,
-0.018731001764535904,
0.06856377422809601,
-0.06760115176439285,
0.015209759585559368,
0.12501028180122375,
0.10045691579580307,
-0.3279695212841034,
-0.06483318656682968,
0.07880835980176926,
0.1504225879907608,
-0.36911463737487793,
0.3105675280094147,
-0.21345725655555725,
0.001957741566002369,
-0.12338536977767944,
-0.07383669912815094,
-0.2091623842716217,
0.2177235186100006,
0.15163353085517883,
-0.027065711095929146,
0.42729154229164124,
0.4429098665714264,
0.04621933400630951,
0.4174526631832123,
-0.44531169533729553,
0.35331079363822937,
0.5391594767570496,
-0.007887131534516811,
-0.16565947234630585,
0.288810133934021,
0.15099939703941345,
0.2713834047317505,
-0.26321297883987427,
-0.3472706973552704,
-0.21030299365520477,
0.27432671189308167,
-0.17121872305870056,
-0.07675936818122864,
0.27786311507225037,
-0.333367258310318,
0.30099377036094666,
0.10581866651773453,
0.8167826533317566,
0.17162105441093445,
0.08846333622932434,
-0.30204975605010986,
-0.09666582942008972
] |
https://github.com/huggingface/datasets/issues/2055 | is there a way to override a dataset object saved with save_to_disk? | Let's say I am updating a set of embedding in a dataset that is around 40GB inside a training loop every 500 steps (Ex: calculating the embeddings in updated ctx_encoder in RAG and saving it to the passage path). So when we use **dataset_object.save_to_disk('passage_path_directory')** it will save the new dataset object every time with a random file name, especially when we do some transformations to dataset objects such as map or shards. This way, we keep collecting unwanted files that will eventually eat up all the disk space.
But if we can save the dataset object every time by a single name like **data_shard_1.arrow**, it will automatically remove the previous file and save the new one in the same directory. I found the above-mentioned code snippet useful to complete this task.
Is this clear? | At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object? | 134 | is there a way to override a dataset object saved with save_to_disk?
At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object?
Let's say I am updating a set of embedding in a dataset that is around 40GB inside a training loop every 500 steps (Ex: calculating the embeddings in updated ctx_encoder in RAG and saving it to the passage path). So when we use **dataset_object.save_to_disk('passage_path_directory')** it will save the new dataset object every time with a random file name, especially when we do some transformations to dataset objects such as map or shards. This way, we keep collecting unwanted files that will eventually eat up all the disk space.
But if we can save the dataset object every time by a single name like **data_shard_1.arrow**, it will automatically remove the previous file and save the new one in the same directory. I found the above-mentioned code snippet useful to complete this task.
Is this clear? | [
0.045734703540802,
-0.036520712077617645,
-0.0065599363297224045,
-0.06631405651569366,
0.2652110159397125,
0.14675535261631012,
0.05342177301645279,
0.1336880475282669,
-0.13232606649398804,
0.33304348587989807,
0.3283967673778534,
0.48019132018089294,
-0.3888701796531677,
0.09337802231311798,
0.23198403418064117,
0.07448286563158035,
0.37347009778022766,
-0.06701820343732834,
-0.1254185289144516,
0.18103094398975372,
-0.41791266202926636,
0.044151078909635544,
0.2109159231185913,
0.015983164310455322,
-0.08205003291368484,
-0.026437167078256607,
0.00046874937834218144,
-0.2508094012737274,
0.05765576660633087,
-0.43080785870552063,
0.2283993512392044,
0.25659841299057007,
0.11991340667009354,
0.13861919939517975,
-0.00012125577632104978,
-0.06955816596746445,
0.009533662348985672,
-0.06924387812614441,
-0.4169016480445862,
0.09945965558290482,
-0.06093598157167435,
-0.4046192765235901,
-0.043145421892404556,
-0.432147353887558,
0.38781699538230896,
-0.24965247511863708,
0.27784842252731323,
-0.16768315434455872,
0.10131023079156876,
-0.13044990599155426,
0.07575693726539612,
-0.07309550791978836,
0.19105583429336548,
0.2092888355255127,
0.13046716153621674,
0.28379926085472107,
-0.10730361193418503,
0.2409990429878235,
0.053616687655448914,
0.2485470026731491,
0.004452561493963003,
0.10470185428857803,
-0.039897676557302475,
-0.09036500006914139,
0.7107023000717163,
0.03975430130958557,
-0.08300191164016724,
-0.0689409002661705,
0.06325537711381912,
0.12327020615339279,
0.5087647438049316,
-0.5339450836181641,
-0.13153555989265442,
-0.1749766319990158,
0.12658706307411194,
-0.30909428000450134,
0.2692343592643738,
-0.21145997941493988,
-0.06950198113918304,
0.02090717852115631,
-0.08521708101034164,
-0.6508275270462036,
-0.1985439956188202,
0.25564828515052795,
0.2591596841812134,
-0.539164662361145,
-0.06641232967376709,
0.22882167994976044,
0.31623196601867676,
0.007681829389184713,
0.31619563698768616,
-0.39272674918174744,
-0.22382694482803345,
-0.3384262025356293,
-0.1280716359615326,
-0.18107612431049347,
-0.3935975134372711,
0.22917555272579193,
0.055453602224588394,
0.3497772514820099,
0.43613722920417786,
0.13568125665187836,
-0.06774397939443588,
0.22032849490642548,
0.10183166712522507,
0.023384341970086098,
-0.040525346994400024,
0.12682223320007324,
0.07799161225557327,
-0.019570287317037582,
-0.1697915941476822,
-0.030151601880788803,
0.24583818018436432,
-0.3112146258354187,
0.39212366938591003,
-0.2665877640247345,
0.2572685778141022,
0.058126624673604965,
0.007382608950138092,
-0.07744137197732925,
-0.04197832569479942,
0.1095784604549408,
-0.005677287466824055,
-0.13096047937870026,
0.23530371487140656,
-0.12214930355548859,
-0.1005396917462349,
0.1382056623697281,
0.17756764590740204,
0.14519761502742767,
0.08032876253128052,
-0.1761177033185959,
0.10483317077159882,
0.41127029061317444,
0.03898867219686508,
0.17243006825447083,
-0.045226000249385834,
-0.22017787396907806,
0.041236475110054016,
-0.07174938172101974,
0.18356287479400635,
0.002543867100030184,
0.40372300148010254,
-0.09839963912963867,
-0.19462530314922333,
0.19454345107078552,
-0.1654605120420456,
-0.186185821890831,
-0.22887876629829407,
0.24918688833713531,
-0.23980163037776947,
-0.27971696853637695,
-0.02157832868397236,
0.026274550706148148,
-0.22498108446598053,
-0.10489220172166824,
-0.5177107453346252,
0.16233281791210175,
-0.131068155169487,
-0.26002511382102966,
0.2126578986644745,
0.27725428342819214,
-0.25323018431663513,
-0.2626475393772125,
-0.00017250789096578956,
0.11682283878326416,
-0.3383009433746338,
-0.04738544300198555,
-0.1328251212835312,
-0.02685166336596012,
-0.36206457018852234,
-0.13258522748947144,
-0.26091521978378296,
-0.010619992390275002,
-0.29515618085861206,
-0.021145937964320183,
0.3409295678138733,
-0.13204634189605713,
-0.5908209681510925,
-0.2278284877538681,
-0.1508217304944992,
-0.005291744135320187,
-0.006743647623807192,
0.504407525062561,
0.14414235949516296,
-0.0576038733124733,
-0.5045723915100098,
0.05343848094344139,
0.06197366118431091,
-0.35005050897598267,
-0.06069222837686539,
-0.1441931128501892,
-0.19763265550136566,
-0.17175255715847015,
-0.29816991090774536,
0.2197761833667755,
-0.05560443550348282,
0.02511097863316536,
0.216797336935997,
0.07321225851774216,
0.24018269777297974,
0.4485563635826111,
0.4341868460178375,
-0.11549530923366547,
-0.16888684034347534,
-0.14257283508777618,
-0.3905545771121979,
-0.031955379992723465,
0.5924943685531616,
-0.45889514684677124,
0.11325760185718536,
-0.20739378035068512,
0.17470458149909973,
0.12304651737213135,
-0.19683726131916046,
0.23522327840328217,
-0.05482267215847969,
0.3122779428958893,
-0.0037069397512823343,
-0.15668511390686035,
-0.3619379997253418,
0.06743913888931274,
-0.17299845814704895,
0.18044011294841766,
-0.13488240540027618,
0.14646369218826294,
0.10231863707304001,
-0.04585251212120056,
-0.36339157819747925,
-0.1533869504928589,
-0.10640448331832886,
-0.09650886803865433,
-0.07514826953411102,
0.4044416546821594,
-0.24641495943069458,
0.11919280886650085,
0.17265793681144714,
0.43146559596061707,
-0.06194056570529938,
-0.3676761984825134,
0.21724380552768707,
0.2357066422700882,
0.08937136083841324,
0.12281040102243423,
-0.358691543340683,
0.12104504555463791,
-0.027017883956432343,
0.17449572682380676,
-0.06124001741409302,
0.13847260177135468,
0.05136081576347351,
-0.05097096413373947,
-0.3274541199207306,
-0.22608166933059692,
-0.34945589303970337,
0.184198260307312,
0.42197418212890625,
-0.06836364418268204,
-0.12962625920772552,
0.10653609037399292,
0.603034496307373,
-0.10114850848913193,
0.06264318525791168,
0.19211681187152863,
-0.2957581579685211,
-0.08019223809242249,
-0.25684553384780884,
0.8007152676582336,
0.37928640842437744,
0.07458518445491791,
0.1722942441701889,
-0.21635523438453674,
0.07660796493291855,
-0.06207029148936272,
0.18343231081962585,
0.35282763838768005,
0.23133815824985504,
0.0689825639128685,
0.21714863181114197,
-0.08420135825872421,
-0.23272953927516937,
0.02291600964963436,
0.03101794794201851,
-0.004507793113589287,
-0.03112606145441532,
0.06366514414548874,
-0.054258354008197784,
0.06262606382369995,
-0.4437843859195709,
0.09744216501712799,
-0.258309930562973,
-0.19728760421276093,
0.023963922634720802,
0.32983195781707764,
-0.06332092732191086,
0.18094402551651,
0.2926633656024933,
0.4197937250137329,
-0.2644104063510895,
-0.3293958008289337,
0.02350575290620327,
0.2038995772600174,
-0.15381796658039093,
-0.12723137438297272,
0.17784179747104645,
-0.33151206374168396,
0.32279109954833984,
0.1344878226518631,
0.16412584483623505,
-0.7020504474639893,
0.0724506601691246,
-0.15117686986923218,
0.23630140721797943,
0.12264543771743774,
-0.011348293162882328,
0.06700871884822845,
-0.22855517268180847,
0.06878132373094559,
-0.021282047033309937,
0.020753081887960434,
0.0384540855884552,
-0.03633672744035721,
0.05666188523173332,
0.29141145944595337,
0.12042391300201416,
0.21167640388011932,
-0.16903193295001984,
-0.12929843366146088,
0.1894247829914093,
-0.09246861189603806,
-0.012782884761691093,
-0.15233653783798218,
0.2509379982948303,
0.07163208723068237,
-0.020514940842986107,
-0.3927164375782013,
0.009466053918004036,
-0.6643106341362,
0.35992369055747986,
-0.06304162740707397,
0.003783541964367032,
-0.024487217888236046,
-0.03778000548481941,
-0.0436004139482975,
0.2727341651916504,
-0.3989458382129669,
-0.2452392429113388,
-0.03983606398105621,
0.14064615964889526,
-0.07629921287298203,
-0.18810850381851196,
0.1733015924692154,
0.48874953389167786,
-0.020688995718955994,
0.027585739269852638,
-0.4749942123889923,
0.26546117663383484,
0.1800309270620346,
0.34966132044792175,
0.20719212293624878,
0.1719934046268463,
0.1153353750705719,
0.3271219730377197,
-0.06718648970127106,
-0.1364268660545349,
0.403129518032074,
0.15849384665489197,
0.36158493161201477,
0.06978032737970352,
-0.05791061744093895,
-0.16819998621940613,
-0.21034252643585205,
-0.10223211348056793,
-0.008655804209411144,
-0.06917407363653183,
0.2302604615688324,
0.3729231059551239,
-0.0315747894346714,
0.07506821304559708,
-0.35647347569465637,
0.13017067313194275,
-0.19902674853801727,
0.0818055123090744,
-0.024535849690437317,
-0.13954123854637146,
-0.22110876441001892,
-0.1581021547317505,
0.09656640142202377,
0.39356765151023865,
0.2068522423505783,
-0.06042034178972244,
-0.6695663928985596,
-0.15482966601848602,
-0.35040488839149475,
0.24570482969284058,
-0.31128305196762085,
-0.0530456081032753,
0.14817248284816742,
0.03196405991911888,
0.013764670118689537,
-0.06690576672554016,
0.6469925045967102,
0.0000053236872190609574,
0.08350721001625061,
-0.19046394526958466,
0.1843106746673584,
-0.189984530210495,
0.09440802037715912,
0.3197166323661804,
0.32673385739326477,
-0.3434048593044281,
0.41333165764808655,
0.10806003957986832,
-0.2338377833366394,
0.09097225219011307,
0.45993372797966003,
-0.5098072290420532,
-0.05794495716691017,
0.22145786881446838,
-0.2996603846549988,
-0.14803600311279297,
-0.3749029338359833,
0.09971221536397934,
0.03663749620318413,
0.20426024496555328,
-0.2132803052663803,
-0.3660641014575958,
-0.1237860918045044,
0.1425291746854782,
-0.395929753780365,
0.406908243894577,
-0.06542924046516418,
-0.0009560934267938137,
-0.066405288875103,
0.3982369601726532,
0.6073397994041443,
0.2417915165424347,
-0.4718922972679138,
-0.39557918906211853,
-0.11286575347185135,
-0.17037618160247803,
0.2326042652130127,
0.23936879634857178,
0.012222087942063808,
0.19662588834762573,
0.12386010587215424,
-0.13398541510105133,
-0.2612435221672058,
0.1820872277021408,
0.11945611983537674,
0.30223897099494934,
-0.1734209954738617,
-0.3173745572566986,
0.45097988843917847,
0.2749404311180115,
0.04777129739522934,
0.19783645868301392,
0.3538495600223541,
-0.3776673674583435,
0.3673599362373352,
0.11812715977430344,
0.666907548904419,
-0.018206628039479256,
0.49685367941856384,
-0.09859204292297363,
-0.36633384227752686,
-0.03500971570611,
0.018320145085453987,
0.08022968471050262,
-0.07115831971168518,
-0.10287339240312576,
-0.016789941117167473,
0.08193911612033844,
0.2323678731918335,
0.5184146165847778,
-0.047984711825847626,
0.21587835252285004,
-0.14983677864074707,
0.0852448120713234,
-0.3729453980922699,
0.20463939011096954,
-0.19102203845977783,
-0.1594381332397461,
0.04106276109814644,
0.023762306198477745,
0.08883368223905563,
-0.13318023085594177,
0.14963436126708984,
-0.08568403869867325,
0.0917765200138092,
-0.059695497155189514,
-0.16563847661018372,
-0.4072688817977905,
-0.1481124311685562,
-0.20734421908855438,
-0.195505291223526,
-0.5290106534957886,
0.038596026599407196,
0.42848750948905945,
0.19724366068840027,
0.06067138537764549,
0.08352560549974442,
0.22082512080669403,
0.04842037707567215,
0.12394322454929352,
-0.16686825454235077,
-0.18230772018432617,
0.1879824697971344,
0.07524620741605759,
0.02737264148890972,
0.025048669427633286,
0.11285572499036789,
-0.42122143507003784,
0.06758280098438263,
-0.11932656168937683,
0.2632933259010315,
-0.03070795349776745,
-0.3365965783596039,
-0.16666226089000702,
-0.3178779184818268,
-0.4264822006225586,
0.037002142518758774,
-0.06813506036996841,
-0.009188780561089516,
0.4155025780200958,
-0.1974996030330658,
-0.12378998100757599,
0.19595842063426971,
0.17169176042079926,
-0.1490485966205597,
0.048733901232481,
0.7534676790237427,
-0.44080644845962524,
0.11566042900085449,
-0.14747756719589233,
0.46321356296539307,
0.2551526725292206,
-0.1543339490890503,
0.313785195350647,
-0.15445087850093842,
0.23591618239879608,
-0.05553971230983734,
-0.12518437206745148,
0.050030313432216644,
0.10264970362186432,
-0.33322346210479736,
-0.09578368067741394,
-0.37271595001220703,
0.045964162796735764,
0.36311471462249756,
0.4548834562301636,
-0.15443606674671173,
-0.313337117433548,
-0.17455001175403595,
-0.062390875071287155,
-0.12903594970703125,
0.192851722240448,
0.11156515777111053,
-0.03378690406680107,
0.08926853537559509,
0.5190905332565308,
0.09274990856647491,
-0.043977197259664536,
-0.08749682456254959,
-0.08117798715829849,
0.049068842083215714,
-0.06777013093233109,
-0.2429112046957016,
0.2171800583600998,
-0.16237840056419373,
-0.09614650905132294,
-0.12649501860141754,
-0.257905513048172,
0.16735289990901947,
-0.10996218770742416,
-0.3237515389919281,
0.14333216845989227,
0.15163032710552216,
0.19258788228034973,
0.03932524099946022,
0.13731050491333008,
0.23044292628765106,
-0.12711085379123688,
0.2648395895957947,
0.3415457308292389,
0.18943054974079132,
0.2597721815109253,
0.11799637228250504,
-0.16691477596759796,
-0.27264586091041565,
0.03067551739513874,
0.1163635328412056,
-0.12077860534191132,
-0.24514974653720856,
0.0025413751136511564,
-0.11878743022680283,
0.3289445638656616,
0.18721701204776764,
0.28149357438087463,
-0.29396724700927734,
-0.2809571325778961,
0.39675453305244446,
0.03278453275561333,
0.06946193426847458,
-0.3122706413269043,
0.4320264756679535,
-0.28864002227783203,
-0.024497870355844498,
0.06490681320428848,
-0.11048119515180588,
0.1635614037513733,
-0.6306897401809692,
-0.1315700113773346,
-0.005037665367126465,
-0.17571717500686646,
0.1836412400007248,
0.3621576428413391,
0.03519555553793907,
-0.011380759999155998,
0.2998211979866028,
0.33263200521469116,
0.47695520520210266,
0.7569007873535156,
-0.19465626776218414,
0.3213784098625183,
0.35841524600982666,
-0.11210478842258453,
0.16655756533145905,
-0.1336345076560974,
0.006258082576096058,
0.01907951384782791,
0.08390515297651291,
0.32809939980506897,
0.4132537245750427,
0.07035759091377258,
0.16777510941028595,
-0.3083190619945526,
0.07716485112905502,
-0.021055005490779877,
0.11728882789611816,
-0.40653908252716064,
0.0521082729101181,
-0.03156011924147606,
0.14871451258659363,
0.2962123155593872,
-0.1862000972032547,
-0.4566997289657593,
0.341457337141037,
-0.17093589901924133,
0.09259181469678879,
0.2572569251060486,
0.2887905240058899,
-0.1281082183122635,
-0.010503880679607391,
-0.059428274631500244,
-0.29133763909339905,
-0.19452951848506927,
0.04013267531991005,
0.15205568075180054,
-0.0660126581788063,
-0.24034255743026733,
-0.15928205847740173,
0.011473581194877625,
0.14670197665691376,
-0.19738999009132385,
0.043332792818546295,
-0.1993129849433899,
-0.33476686477661133,
0.0072899446822702885,
-0.18616339564323425,
0.35767683386802673,
0.006786275189369917,
0.10362247377634048,
0.040026821196079254,
0.28109124302864075,
0.42036712169647217,
-0.4444260597229004,
0.05765244737267494,
0.15058903396129608,
-0.3244640827178955,
-0.022769207134842873,
0.023983130231499672,
-0.022979887202382088,
-0.42383483052253723,
0.7393190264701843,
0.047370437532663345,
0.009485196322202682,
0.12373396009206772,
0.03141982480883598,
-0.26728206872940063,
0.3729068338871002,
-0.09125460684299469,
-0.24424296617507935,
-0.2016923874616623,
-0.1476556658744812,
-0.4075843095779419,
0.08890343457460403,
0.12139387428760529,
-0.0014502689009532332,
-0.08974292874336243,
-0.08085117489099503,
0.07443936169147491,
-0.10164335370063782,
0.22575199604034424,
-0.14257018268108368,
0.03134264051914215,
0.5929245352745056,
-0.2693687677383423,
-0.23293231427669525,
0.10447558015584946,
0.4249647557735443,
0.27071329951286316,
-0.37664276361465454,
-0.05877147242426872,
0.2983459234237671,
-0.09468747675418854,
0.055563997477293015,
0.14001339673995972,
-0.11160120368003845,
0.09867504239082336,
0.6502913236618042,
-0.14440515637397766,
-0.12456819415092468,
-0.1674838364124298,
-0.14602725207805634,
0.18600372970104218,
0.25739967823028564,
-0.47189024090766907,
0.24579186737537384,
-0.04504692554473877,
0.28271448612213135,
-0.4167081415653229,
0.5806437134742737,
-0.07726749032735825,
-0.3462800681591034,
-0.1111062616109848,
-0.15648554265499115,
-0.17295362055301666,
0.21776777505874634,
0.30410388112068176,
-0.009966663084924221,
0.3712157905101776,
0.3615015745162964,
0.05173283442854881,
0.3954373896121979,
-0.41447797417640686,
0.3705531060695648,
0.5090779066085815,
0.09489736706018448,
-0.0532975010573864,
0.2723086178302765,
-0.0018011605134233832,
0.2699892222881317,
-0.12410660088062286,
-0.4896570146083832,
-0.21826639771461487,
0.34798169136047363,
-0.13332821428775787,
-0.13732187449932098,
0.2824607193470001,
-0.2615499198436737,
0.12498477101325989,
0.07145629823207855,
0.8420636653900146,
0.18220768868923187,
-0.11859501153230667,
-0.1620347499847412,
-0.20015376806259155
] |
https://github.com/huggingface/datasets/issues/2054 | Could not find file for ZEST dataset | This has been fixed in #2057 by @matt-peters (thanks again !)
The fix is available on the master branch and we'll do a new release very soon :) | I am trying to use zest dataset from Allen AI using below code in colab,
```
!pip install -q datasets
from datasets import load_dataset
dataset = load_dataset("zest")
```
I am getting the following error,
```
Using custom data configuration default
Downloading and preparing dataset zest/default (download: 5.53 MiB, generated: 19.96 MiB, post-processed: Unknown size, total: 25.48 MiB) to /root/.cache/huggingface/datasets/zest/default/0.0.0/1f7a230fbfc964d979bbca0f0130fbab3259fce547ee758ad8aa4f9c9bec6cca...
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
<ipython-input-6-18dbbc1a4b8a> in <module>()
1 from datasets import load_dataset
2
----> 3 dataset = load_dataset("zest")
9 frames
/usr/local/lib/python3.7/dist-packages/datasets/utils/file_utils.py in get_from_cache(url, cache_dir, force_download, proxies, etag_timeout, resume_download, user_agent, local_files_only, use_etag, max_retries, use_auth_token)
612 )
613 elif response is not None and response.status_code == 404:
--> 614 raise FileNotFoundError("Couldn't find file at {}".format(url))
615 _raise_if_offline_mode_is_enabled(f"Tried to reach {url}")
616 raise ConnectionError("Couldn't reach {}".format(url))
FileNotFoundError: Couldn't find file at https://ai2-datasets.s3-us-west-2.amazonaws.com/zest/zest.zip
``` | 28 | Could not find file for ZEST dataset
I am trying to use zest dataset from Allen AI using below code in colab,
```
!pip install -q datasets
from datasets import load_dataset
dataset = load_dataset("zest")
```
I am getting the following error,
```
Using custom data configuration default
Downloading and preparing dataset zest/default (download: 5.53 MiB, generated: 19.96 MiB, post-processed: Unknown size, total: 25.48 MiB) to /root/.cache/huggingface/datasets/zest/default/0.0.0/1f7a230fbfc964d979bbca0f0130fbab3259fce547ee758ad8aa4f9c9bec6cca...
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
<ipython-input-6-18dbbc1a4b8a> in <module>()
1 from datasets import load_dataset
2
----> 3 dataset = load_dataset("zest")
9 frames
/usr/local/lib/python3.7/dist-packages/datasets/utils/file_utils.py in get_from_cache(url, cache_dir, force_download, proxies, etag_timeout, resume_download, user_agent, local_files_only, use_etag, max_retries, use_auth_token)
612 )
613 elif response is not None and response.status_code == 404:
--> 614 raise FileNotFoundError("Couldn't find file at {}".format(url))
615 _raise_if_offline_mode_is_enabled(f"Tried to reach {url}")
616 raise ConnectionError("Couldn't reach {}".format(url))
FileNotFoundError: Couldn't find file at https://ai2-datasets.s3-us-west-2.amazonaws.com/zest/zest.zip
```
This has been fixed in #2057 by @matt-peters (thanks again !)
The fix is available on the master branch and we'll do a new release very soon :) | [
-0.5492250323295593,
-0.1562175154685974,
-0.09730509668588638,
0.364107221364975,
0.3012056350708008,
0.09310784935951233,
0.03187276050448418,
0.22301320731639862,
0.23836351931095123,
0.43103528022766113,
-0.20342139899730682,
-0.009750347584486008,
-0.11628196388483047,
0.1218976229429245,
-0.08434991538524628,
0.24477630853652954,
-0.23085467517375946,
0.43426713347435,
0.43542975187301636,
0.08094683289527893,
-0.14630717039108276,
0.3227609395980835,
-0.0329572968184948,
0.013456945307552814,
-0.22968673706054688,
-0.02667076140642166,
0.06496963649988174,
0.2269899547100067,
-0.24693737924098969,
-0.45007580518722534,
0.531831681728363,
-0.20409634709358215,
0.38214558362960815,
0.4862641990184784,
-0.00011926759907510132,
0.07678324729204178,
0.2923074960708618,
-0.17239661514759064,
-0.2772042751312256,
-0.6352192163467407,
-0.5189527869224548,
-0.1069163903594017,
0.022783540189266205,
-0.17459891736507416,
-0.498757928609848,
0.14196330308914185,
0.09057993441820145,
0.08448997139930725,
0.13186153769493103,
0.47106316685676575,
0.1323474496603012,
-0.025552313774824142,
0.42668062448501587,
-0.26141157746315,
0.6230580806732178,
0.06759761273860931,
-0.13573287427425385,
0.09859786182641983,
0.28857120871543884,
0.270097941160202,
0.4061026871204376,
0.13121870160102844,
-0.020903896540403366,
0.16053926944732666,
0.12593625485897064,
0.005101979710161686,
0.21551239490509033,
-0.39269164204597473,
0.2901313006877899,
0.20277877151966095,
0.7724490165710449,
-0.2937849760055542,
-0.3040549159049988,
0.11151503771543503,
0.08118242770433426,
-0.46641772985458374,
0.21704962849617004,
0.1507619023323059,
-0.28026142716407776,
0.209511861205101,
0.19018302857875824,
-0.05832641199231148,
-0.11233049631118774,
0.34512749314308167,
0.08798176795244217,
0.12697090208530426,
-0.15047453343868256,
0.005552498158067465,
-0.02377895824611187,
-0.15012718737125397,
0.2711738646030426,
-0.03890150040388107,
-0.08413900434970856,
0.11225122213363647,
-0.2754398584365845,
-0.16042667627334595,
0.016655420884490013,
0.24369792640209198,
-0.022371938452124596,
0.13066427409648895,
0.05929115414619446,
-0.20011495053768158,
0.10216357558965683,
0.190408855676651,
0.06227779760956764,
0.1541707068681717,
-0.07592235505580902,
-0.3409622013568878,
0.22468706965446472,
0.16614674031734467,
-0.2793195843696594,
-0.2687014639377594,
-0.1667175590991974,
-0.24949026107788086,
-0.1447490155696869,
-0.09267032146453857,
0.19134746491909027,
-0.3504558801651001,
-0.4722190797328949,
-0.22922669351100922,
-0.541694164276123,
0.08712010830640793,
0.19218593835830688,
0.39423805475234985,
0.08774327486753464,
-0.2509024441242218,
-0.09934206306934357,
-0.04067205265164375,
-0.2872311770915985,
-0.032635290175676346,
-0.14258089661598206,
0.2985757291316986,
-0.10216864198446274,
0.0024055615067481995,
0.26073768734931946,
0.08077047020196915,
0.5792786478996277,
-0.28433293104171753,
0.008404904045164585,
-0.023326240479946136,
0.29759958386421204,
-0.20748788118362427,
0.05213804543018341,
0.4288754463195801,
0.38086235523223877,
0.01616399921476841,
-0.09825291484594345,
-0.4445393681526184,
-0.30563557147979736,
0.3296527862548828,
-0.43945884704589844,
-0.46575310826301575,
-0.135496586561203,
0.07438933104276657,
-0.43524453043937683,
0.003523800289258361,
0.0006518688751384616,
-0.23478077352046967,
0.16041727364063263,
-0.3929885923862457,
-0.021724028512835503,
-0.35154998302459717,
-0.04343266040086746,
-0.21128861606121063,
0.25022730231285095,
0.37781673669815063,
-0.6014804244041443,
0.012842544354498386,
-0.38058263063430786,
0.1550823450088501,
0.11992950737476349,
0.19890795648097992,
-0.16859731078147888,
0.5266980528831482,
-0.2713928818702698,
-0.09150148183107376,
0.6319546699523926,
-0.6368857622146606,
-0.8415307402610779,
-0.1662149429321289,
-0.06234724819660187,
-0.04912911355495453,
0.23308667540550232,
0.2953895628452301,
0.1769869178533554,
-0.20696789026260376,
0.005366287659853697,
0.02800484374165535,
-0.1691211611032486,
-0.11352012306451797,
-0.1612260937690735,
-0.1857512891292572,
-0.3377091586589813,
0.14517486095428467,
-0.04247455298900604,
-0.19019152224063873,
0.3948429524898529,
-0.02991619147360325,
-0.028318075463175774,
0.03570719435811043,
0.004188908729702234,
0.13330702483654022,
0.5193721055984497,
0.18914982676506042,
-0.0042398651130497456,
0.023118413984775543,
-0.3082270622253418,
0.044847697019577026,
-0.10940767824649811,
0.06475040316581726,
-0.3085498809814453,
-0.04041052609682083,
-0.2715914845466614,
-0.30366164445877075,
-0.44246551394462585,
-0.2636522054672241,
0.02114400826394558,
-0.0341806523501873,
0.3390519618988037,
0.08272194117307663,
-0.040954358875751495,
0.046373914927244186,
-0.039162080734968185,
0.037134453654289246,
-0.1816704273223877,
0.1381232738494873,
-0.1515364944934845,
-0.30195352435112,
-0.05270611494779587,
0.26551541686058044,
-0.07926398515701294,
0.0051504685543477535,
-0.1573839634656906,
0.11585196852684021,
0.17054083943367004,
-0.18269765377044678,
0.20291045308113098,
0.2453831136226654,
0.21086648106575012,
-0.27085161209106445,
0.18898653984069824,
-0.00823639053851366,
0.14061938226222992,
0.022456256672739983,
-0.026513800024986267,
0.1814844161272049,
0.06429947167634964,
-0.092617467045784,
0.014203528873622417,
-0.15763629972934723,
0.39497601985931396,
-0.041395094245672226,
0.0071035404689610004,
-0.06916473060846329,
0.10237106680870056,
0.2601843476295471,
0.26869091391563416,
0.002997766016051173,
-0.15575836598873138,
0.018282907083630562,
0.5315016508102417,
0.11428194493055344,
0.00699133425951004,
0.053042441606521606,
-0.13273659348487854,
0.0963900163769722,
0.29032889008522034,
0.4729299545288086,
0.6047753691673279,
0.33208632469177246,
-0.2014872282743454,
-0.15123742818832397,
0.09975392371416092,
-0.1310834288597107,
0.0955173596739769,
0.10108771920204163,
0.2135857492685318,
0.24875323474407196,
0.091227687895298,
0.08356767892837524,
-0.05029567331075668,
-0.5824815034866333,
-0.05930783972144127,
0.35023033618927,
-0.15611347556114197,
-0.1299251765012741,
-0.16298522055149078,
-0.42313796281814575,
0.012132124975323677,
-0.29399046301841736,
0.15316101908683777,
-0.041180320084095,
-0.012483214028179646,
0.27933016419410706,
0.31219911575317383,
0.15062308311462402,
-0.12417679280042648,
0.10465724766254425,
0.03331194818019867,
-0.5073767304420471,
-0.1087350994348526,
-0.08982478827238083,
-0.11686437577009201,
0.026091933250427246,
0.42966508865356445,
0.09903067350387573,
0.28512871265411377,
-0.4056549370288849,
0.1447034627199173,
-0.2727583944797516,
-0.1465429812669754,
0.20223478972911835,
0.04958212748169899,
0.3368251621723175,
0.18841370940208435,
0.12529683113098145,
-0.2552148699760437,
-0.027408761903643608,
0.26410868763923645,
-0.06123031675815582,
-0.14085552096366882,
-0.09807316213846207,
-0.2689776122570038,
-0.055455926805734634,
0.0529271699488163,
-0.34383678436279297,
-0.5639111399650574,
-0.25857168436050415,
-0.18110349774360657,
0.18918751180171967,
0.1829729825258255,
0.09828011691570282,
0.16704648733139038,
0.17943966388702393,
0.03412339463829994,
-0.06522587686777115,
0.07894840091466904,
-0.5655247569084167,
0.41930338740348816,
-0.5766728520393372,
-0.12473142892122269,
0.47053560614585876,
-0.14884720742702484,
0.5684297680854797,
0.020599540323019028,
-0.2560324966907501,
-0.08911428600549698,
-0.1598951369524002,
0.44588470458984375,
-0.18850381672382355,
0.03967660665512085,
0.3315303325653076,
-0.014748803339898586,
0.04304810240864754,
0.0007883720099925995,
-0.002412891248241067,
-0.062148939818143845,
0.040707532316446304,
0.6619492769241333,
0.19210046529769897,
0.49106931686401367,
-0.23922638595104218,
0.5676387548446655,
0.07564082741737366,
-0.044208500534296036,
0.426298588514328,
-0.17832303047180176,
0.22196221351623535,
-0.5061764121055603,
-0.1453300565481186,
0.1648273468017578,
0.18551217019557953,
-0.12602363526821136,
0.12721680104732513,
0.26104748249053955,
-0.04936816170811653,
-0.23328697681427002,
0.09220278263092041,
-0.3493933081626892,
-0.04005848616361618,
0.015093176625669003,
0.29603397846221924,
0.1670236885547638,
0.00347925559617579,
0.004650897812098265,
-0.11226396262645721,
-0.41511857509613037,
0.013592430390417576,
0.48286959528923035,
-0.0788007453083992,
0.273887574672699,
0.21620024740695953,
-0.430986613035202,
-0.3567706346511841,
0.20085306465625763,
0.2648075819015503,
-0.18657465279102325,
-0.1755003035068512,
0.18636727333068848,
0.16184034943580627,
0.15472929179668427,
0.4447733759880066,
-0.03233570605516434,
0.0782783031463623,
0.18021583557128906,
-0.024723047390580177,
-0.02521117962896824,
-0.02994404546916485,
-0.1443333774805069,
0.2997746765613556,
0.25181466341018677,
0.1430126279592514,
-0.08639246225357056,
-0.178986594080925,
0.16665630042552948,
0.10228537023067474,
-0.12280824780464172,
0.025753410533070564,
-0.10046777129173279,
-0.5379292368888855,
-0.3752608001232147,
-0.15745699405670166,
0.040652915835380554,
0.24525371193885803,
0.15218862891197205,
-0.08701857924461365,
0.05696583911776543,
0.09639299660921097,
0.07277453690767288,
0.2335207164287567,
0.5060456991195679,
-0.0360475592315197,
0.02502424642443657,
-0.01506137941032648,
-0.31267574429512024,
0.6949640512466431,
0.4729439616203308,
0.056789249181747437,
-0.286579966545105,
0.03406080976128578,
-0.14374177157878876,
0.1473521590232849,
-0.010248666629195213,
-0.09630057215690613,
-0.2435186505317688,
-0.49355530738830566,
0.06725610792636871,
0.2556273341178894,
0.16147993505001068,
0.1735779494047165,
0.021342717111110687,
-0.3130956292152405,
-0.27292293310165405,
0.18261145055294037,
0.032707579433918,
0.2156350463628769,
0.39479896426200867,
0.24933283030986786,
-0.19055886566638947,
0.4591027498245239,
-0.03581821918487549,
0.830056369304657,
0.03587067499756813,
0.11063944548368454,
0.1712234914302826,
0.11616575717926025,
0.4242931008338928,
-0.15242843329906464,
0.35457995533943176,
-0.17720091342926025,
-0.062314074486494064,
-0.15703849494457245,
-0.16647423803806305,
0.08439533412456512,
0.25735363364219666,
-0.22871887683868408,
0.3569444715976715,
0.33315905928611755,
0.10487288981676102,
-0.032395582646131516,
0.1906478852033615,
-0.24529068171977997,
0.08188554644584656,
-0.1570236086845398,
0.0791836753487587,
-0.15490934252738953,
0.6620940566062927,
-0.08413395285606384,
-0.16756033897399902,
-0.5331513285636902,
-0.06499388068914413,
-0.16655726730823517,
-0.14219552278518677,
-0.5519369840621948,
0.27445921301841736,
-0.1833072453737259,
-0.846938967704773,
0.09232191741466522,
0.2916696071624756,
-0.11294840276241302,
0.10487226396799088,
-0.33786147832870483,
0.22168627381324768,
0.3370819687843323,
-0.23873883485794067,
0.18347105383872986,
0.15307916700839996,
0.10346709936857224,
-0.25921884179115295,
-0.22604906558990479,
0.041402075439691544,
0.12492185831069946,
-0.37343335151672363,
0.11934727430343628,
-0.18216270208358765,
0.07808300107717514,
-0.12100603431463242,
-0.4089338481426239,
-0.16842827200889587,
-0.14271840453147888,
-0.05412542447447777,
0.08819598704576492,
0.06457866728305817,
0.062432512640953064,
0.23282144963741302,
-0.20191042125225067,
-0.2659592032432556,
-0.18750743567943573,
0.09928155690431595,
-0.2765617370605469,
0.41140690445899963,
0.5215314030647278,
0.022476160898804665,
-0.16648197174072266,
-0.11050855368375778,
0.21718518435955048,
-0.16085496544837952,
-0.3135448694229126,
0.025799226015806198,
0.10303233563899994,
0.26823562383651733,
0.0022014572750777006,
0.3596259355545044,
0.3383307158946991,
-0.19767507910728455,
-0.06653523445129395,
-0.511164665222168,
-0.1794646680355072,
0.2216682732105255,
0.20260664820671082,
0.31320253014564514,
-0.18025685846805573,
0.20945420861244202,
0.17142197489738464,
-0.4007720649242401,
-0.22141402959823608,
0.17996644973754883,
-0.08622867614030838,
0.05072975158691406,
-0.03413599729537964,
0.14435745775699615,
0.35779327154159546,
0.09807094931602478,
-0.006873974576592445,
-0.13185769319534302,
-0.1616237759590149,
-0.2157355546951294,
0.14197029173374176,
0.1429492086172104,
-0.018536610528826714,
0.01051593292504549,
-0.06889555603265762,
-0.06051230803132057,
-0.08238709717988968,
-0.030012905597686768,
0.15197187662124634,
0.22906148433685303,
-0.009497896768152714,
0.19909729063510895,
0.06018699333071709,
-0.0760745257139206,
-0.11694157868623734,
0.38155803084373474,
0.1356506645679474,
0.17045919597148895,
0.16903939843177795,
0.2944317162036896,
0.05125707760453224,
-0.031167425215244293,
-0.009320585988461971,
-0.14812123775482178,
-0.3203991949558258,
0.021012162789702415,
0.19472819566726685,
-0.18557819724082947,
0.016272319480776787,
0.28524863719940186,
0.07029804587364197,
0.05839550122618675,
-0.08021505177021027,
0.14531175792217255,
0.28047922253608704,
0.06195683032274246,
-0.21226267516613007,
0.10615187138319016,
0.32973548769950867,
0.21417297422885895,
0.05806223303079605,
0.24907775223255157,
-0.024248549714684486,
0.05695996433496475,
0.03402872383594513,
0.19547180831432343,
0.7585298418998718,
-0.20845209062099457,
-0.09514395892620087,
0.29746901988983154,
-0.04863431304693222,
0.2966545522212982,
0.01519931759685278,
0.032012611627578735,
0.08893211930990219,
0.45209088921546936,
-0.13120876252651215,
0.36908861994743347,
-0.1816404014825821,
0.10361867398023605,
-0.016870498657226562,
-0.4776887595653534,
-0.32660505175590515,
-0.23459285497665405,
-0.1599964201450348,
-0.16802170872688293,
-0.0013953710440546274,
0.5693009495735168,
0.020611096173524857,
0.12685935199260712,
-0.2767932116985321,
0.03554614260792732,
-0.31360819935798645,
0.22280317544937134,
-0.2753284275531769,
-0.21705661714076996,
0.24898269772529602,
0.04732690379023552,
0.028721068054437637,
0.08381178975105286,
-0.12339475750923157,
0.21483378112316132,
-0.2976413667201996,
0.19650767743587494,
0.056975457817316055,
0.07582864165306091,
-0.05001504719257355,
-0.07995449751615524,
0.3521752953529358,
0.05489587038755417,
-0.09956378489732742,
-0.1438276469707489,
0.2892383635044098,
0.4752374589443207,
0.3081265389919281,
-0.0057243905030190945,
-0.1063624769449234,
-0.019874149933457375,
-0.21707502007484436,
-0.11123587191104889,
0.023557718843221664,
0.10226651281118393,
-0.020562952384352684,
-0.011727486737072468,
0.14690032601356506,
-0.06780273467302322,
0.042388707399368286,
0.06828844547271729,
-0.09842057526111603,
-0.05919139087200165,
0.0013835750287398696,
-0.08751065284013748,
-0.2262158989906311,
-0.14558960497379303,
0.0645139291882515,
-0.33057931065559387,
0.07007510215044022,
-0.03510458022356033,
0.02661385014653206,
-0.009222786873579025,
-0.05505087226629257,
0.02077591046690941,
-0.23827150464057922,
0.09306596964597702,
0.2795325517654419,
0.35450470447540283,
-0.4359828531742096,
-0.1675843894481659,
-0.52668696641922,
0.08687204867601395,
-0.11022171378135681,
-0.16367287933826447,
-0.1949089765548706,
0.15380936861038208,
-0.4237273335456848,
0.0820983350276947,
0.31414684653282166,
0.002732532098889351,
0.2736629843711853,
0.31615588068962097,
-0.16671092808246613,
-0.26942095160484314,
-0.09418612718582153,
-0.0749531239271164,
-0.004555675201117992,
-0.2586071789264679,
0.031824883073568344,
-0.14932894706726074,
-0.06179011985659599,
-0.18872030079364777,
-0.24973638355731964,
0.15259967744350433,
-0.02564811147749424,
0.4946906864643097,
-0.17386843264102936,
0.5443026423454285,
-0.14266352355480194,
0.18135163187980652,
0.0970861166715622,
-0.013570391573011875,
-0.0842953696846962,
0.08932729065418243,
0.14161153137683868,
0.3505218029022217,
-0.25505149364471436,
-0.015750139951705933,
-0.29958680272102356,
0.19756387174129486,
-0.059274811297655106,
-0.034116651862859726,
-0.04282848536968231,
-0.1127493679523468,
-0.28469759225845337,
0.2559109032154083,
0.1605643779039383,
0.023069007322192192,
-0.16983471810817719,
0.12079662829637527,
-0.31960541009902954,
-0.11808723956346512,
0.5395075678825378,
-0.18129682540893555,
0.1485287845134735,
-0.16438624262809753,
0.02869318053126335,
-0.07907334715127945,
-0.26236292719841003,
0.059234097599983215,
0.08533015847206116,
0.21876251697540283,
0.1401187777519226,
-0.17868807911872864,
0.29414764046669006,
0.11966227740049362,
0.03512080758810043,
0.1572331190109253,
0.5685508251190186,
0.043379537761211395,
-0.02301974594593048,
-0.2887488305568695,
-0.1851947158575058
] |
https://github.com/huggingface/datasets/issues/2052 | Timit_asr dataset repeats examples | Hi,
this was fixed by #1995, so you can wait for the next release or install the package directly from the master branch with the following command:
```bash
pip install git+https://github.com/huggingface/datasets
``` | Summary
When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same
Steps to reproduce
As an example, on this code there is the text from the training part:
Code snippet:
```
from datasets import load_dataset, load_metric
timit = load_dataset("timit_asr")
timit['train']['text']
#['Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
```
The same behavior happens for other columns
Expected behavior:
Different info on the actual timit_asr dataset
Actual behavior:
When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same. I've checked datasets 1.3 and the rows are different
Debug info
Streamlit version: (get it with $ streamlit version)
Python version: Python 3.6.12
Using Conda? PipEnv? PyEnv? Pex? Using pip
OS version: Centos-release-7-9.2009.1.el7.centos.x86_64
Additional information
You can check the same behavior on https://huggingface.co/datasets/viewer/?dataset=timit_asr | 32 | Timit_asr dataset repeats examples
Summary
When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same
Steps to reproduce
As an example, on this code there is the text from the training part:
Code snippet:
```
from datasets import load_dataset, load_metric
timit = load_dataset("timit_asr")
timit['train']['text']
#['Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
# 'Would such an act of refusal be useful?',
```
The same behavior happens for other columns
Expected behavior:
Different info on the actual timit_asr dataset
Actual behavior:
When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same. I've checked datasets 1.3 and the rows are different
Debug info
Streamlit version: (get it with $ streamlit version)
Python version: Python 3.6.12
Using Conda? PipEnv? PyEnv? Pex? Using pip
OS version: Centos-release-7-9.2009.1.el7.centos.x86_64
Additional information
You can check the same behavior on https://huggingface.co/datasets/viewer/?dataset=timit_asr
Hi,
this was fixed by #1995, so you can wait for the next release or install the package directly from the master branch with the following command:
```bash
pip install git+https://github.com/huggingface/datasets
``` | [
0.06932374835014343,
-0.23608078062534332,
0.014321497641503811,
0.38754159212112427,
0.2564872205257416,
-0.05277526378631592,
0.38944631814956665,
0.15092350542545319,
-0.3530940115451813,
0.21451415121555328,
0.036256104707717896,
0.38388678431510925,
-0.19141094386577606,
0.31492096185684204,
0.14282004535198212,
0.08972419053316116,
-0.06450823694467545,
0.17462992668151855,
-0.5109455585479736,
-0.20785436034202576,
0.15595950186252594,
0.10734924674034119,
-0.04419981688261032,
-0.02194102481007576,
-0.19256368279457092,
0.2516244053840637,
0.0345335528254509,
-0.27534055709838867,
0.028873734176158905,
-0.6021386384963989,
0.2152356505393982,
0.08594034612178802,
0.16023579239845276,
0.5223378539085388,
-0.00012033857638016343,
0.08506275713443756,
-0.10062529891729355,
-0.05858958512544632,
-0.44371458888053894,
-0.3315131664276123,
-0.12937356531620026,
-0.009859067387878895,
0.49943655729293823,
-0.12943078577518463,
-0.35388001799583435,
-0.2658420503139496,
0.02285962924361229,
0.16789889335632324,
0.13871309161186218,
0.19774886965751648,
0.14430008828639984,
0.2076287716627121,
-0.485228568315506,
-0.059884097427129745,
0.17897555232048035,
0.0927966833114624,
-0.08979737758636475,
0.18346020579338074,
-0.11458998918533325,
0.3434797525405884,
-0.08619293570518494,
0.2969874143600464,
0.04721526429057121,
0.3001305162906647,
-0.032589077949523926,
0.03432928025722504,
0.08034293353557587,
-0.13857942819595337,
0.05308704078197479,
0.30745217204093933,
0.6112808585166931,
-0.19117285311222076,
-0.006164186634123325,
-0.23796817660331726,
0.2809107005596161,
-0.008917032741010189,
0.13152287900447845,
0.22823719680309296,
-0.15788955986499786,
0.17160439491271973,
-0.4439935088157654,
0.1640819013118744,
-0.2220609337091446,
0.10229100286960602,
-0.07236532121896744,
-0.4805194139480591,
-0.24315191805362701,
0.08900642395019531,
-0.19932502508163452,
-0.1923932135105133,
0.20144903659820557,
-0.21418742835521698,
0.15944427251815796,
0.034559622406959534,
-0.2622406780719757,
0.10921705514192581,
-0.039822135120630264,
0.26070207357406616,
0.04372160881757736,
0.21765846014022827,
0.7037344574928284,
0.19501934945583344,
-0.16518905758857727,
-0.12095209956169128,
0.11112669110298157,
0.2142629623413086,
0.1403139978647232,
-0.10361219197511673,
0.0006798558169975877,
0.14066185057163239,
-0.32478949427604675,
0.016144687309861183,
-0.0948207676410675,
0.35068145394325256,
0.29835426807403564,
-0.4594764709472656,
0.24851274490356445,
-0.24131625890731812,
-0.4751441776752472,
0.175327330827713,
-0.4329756498336792,
-0.18621981143951416,
-0.030171992257237434,
0.12821288406848907,
-0.0328177846968174,
0.28878888487815857,
-0.06715241074562073,
-0.14361906051635742,
0.0331265963613987,
-0.14297300577163696,
-0.17336983978748322,
-0.24472305178642273,
-0.2997204065322876,
0.3173593282699585,
0.1830931305885315,
-0.5795410871505737,
0.17554260790348053,
0.5316575169563293,
-0.09798607230186462,
-0.059951819479465485,
0.14990463852882385,
0.04843346029520035,
0.06053930148482323,
0.05278761684894562,
-0.0916915014386177,
0.215454563498497,
0.045324165374040604,
0.19597062468528748,
-0.004551221616566181,
0.09920646995306015,
0.0060085211880505085,
0.08487308770418167,
0.5086864233016968,
0.19522584974765778,
-0.32546329498291016,
-0.14162978529930115,
-0.1361304074525833,
0.1503886878490448,
-0.13097034394741058,
-0.10115470737218857,
0.07903455942869186,
-0.22111454606056213,
-0.17905613780021667,
-0.17749319970607758,
0.06750607490539551,
0.34320327639579773,
-0.348162978887558,
-0.1797853708267212,
0.3411162793636322,
0.06732284277677536,
0.1209603026509285,
0.017069434747099876,
-0.03977106139063835,
0.2547905445098877,
-0.15842434763908386,
-0.06254976242780685,
0.01983235590159893,
-0.18381397426128387,
-0.2675595283508301,
0.13680845499038696,
-0.03174974396824837,
0.46771636605262756,
0.01807148940861225,
-0.04579627141356468,
0.32518288493156433,
0.3720591068267822,
0.08713733404874802,
-0.04690767452120781,
0.4046122431755066,
-0.03709441423416138,
-0.419130802154541,
-0.06839120388031006,
0.16538628935813904,
0.19854308664798737,
-0.17358966171741486,
0.2753486633300781,
0.1103101372718811,
-0.06502240896224976,
0.3484918475151062,
-0.11650250852108002,
-0.14797431230545044,
-0.13332711160182953,
0.09105374664068222,
0.15530923008918762,
0.16576264798641205,
-0.3785124123096466,
-0.13619934022426605,
-0.013141793198883533,
0.2551570236682892,
0.191827192902565,
0.35503455996513367,
-0.03331838175654411,
-0.36649569869041443,
-0.2809584438800812,
-0.3950497508049011,
-0.03785562142729759,
0.10212510824203491,
0.5243574380874634,
-0.020652716979384422,
0.24048496782779694,
0.02540295571088791,
0.6545195579528809,
-0.4834008812904358,
0.15544801950454712,
-0.11687279492616653,
0.18298225104808807,
0.07460781186819077,
-0.008381514810025692,
0.02388632856309414,
0.08530434966087341,
0.18199150264263153,
-0.1432332694530487,
0.11976837366819382,
0.322253555059433,
0.06084402650594711,
-0.02293960563838482,
-0.22276858985424042,
-0.19323275983333588,
0.25956377387046814,
-0.19837604463100433,
-0.15344077348709106,
0.18771901726722717,
0.11798371374607086,
0.03574297949671745,
-0.095521479845047,
0.3096633851528168,
0.010377556085586548,
0.14830654859542847,
0.22136543691158295,
0.07385195791721344,
0.021175244823098183,
-0.08089980483055115,
-0.36857280135154724,
-0.4152880012989044,
0.4115937650203705,
-0.04455939307808876,
0.06609627604484558,
0.17359861731529236,
-0.4137447476387024,
0.1797880232334137,
0.09577242285013199,
-0.12905719876289368,
-0.1319272369146347,
0.19785428047180176,
-0.15852223336696625,
0.24808746576309204,
0.048942264169454575,
0.30099570751190186,
0.22301557660102844,
0.19539105892181396,
-0.001930437982082367,
0.07476697117090225,
-0.269296795129776,
-0.1935739517211914,
0.14332161843776703,
0.019344588741660118,
-0.2603234350681305,
0.403738796710968,
0.21911533176898956,
-0.01768113300204277,
-0.6143211126327515,
-0.08849058300256729,
0.21711896359920502,
0.29743847250938416,
-0.26613202691078186,
0.08534983545541763,
-0.4890750050544739,
-0.04500671103596687,
-0.3011743128299713,
-0.16063641011714935,
0.1040867269039154,
0.08125723898410797,
0.039384111762046814,
0.20805762708187103,
0.1990807205438614,
0.20264500379562378,
-0.39721158146858215,
0.29819026589393616,
-0.0682338997721672,
0.4391574263572693,
-0.09727075695991516,
0.2479807436466217,
-0.3348938226699829,
0.042461808770895004,
-0.08527272939682007,
0.12156651169061661,
0.2688836455345154,
-0.48625853657722473,
0.09935438632965088,
-0.3178020417690277,
-0.3299520015716553,
0.39187750220298767,
-0.148919939994812,
0.4757378399372101,
0.2216869443655014,
0.07834678143262863,
-0.19708549976348877,
-0.2506316900253296,
0.01023193821310997,
-0.14002983272075653,
-0.20912237465381622,
0.1264415681362152,
-0.05641946196556091,
0.07044695317745209,
-0.170755535364151,
-0.5320760011672974,
0.13262033462524414,
-0.17592470347881317,
0.42669808864593506,
0.1929590404033661,
0.15905354917049408,
0.5182479619979858,
0.027614524587988853,
0.3334205746650696,
0.11542874574661255,
0.2547900378704071,
-0.45986926555633545,
-0.2551381587982178,
0.22258931398391724,
-0.05883517488837242,
-0.13104313611984253,
-0.15293027460575104,
0.020457545295357704,
0.06936626881361008,
0.2738565504550934,
-0.6682429313659668,
-0.05946725606918335,
-0.23476050794124603,
0.06697355955839157,
0.009898263961076736,
0.06578575819730759,
0.17932632565498352,
-0.0859026089310646,
-0.03529750183224678,
-0.13921137154102325,
-0.013735204003751278,
0.20269960165023804,
-0.08505301177501678,
-0.05056695267558098,
0.052401065826416016,
0.1572904735803604,
0.09333132952451706,
0.1990322768688202,
0.46098607778549194,
-0.10917077213525772,
0.294864296913147,
-0.09480150043964386,
0.510704755783081,
-0.07972466945648193,
-0.1776982843875885,
-0.2111647129058838,
-0.11231067031621933,
0.012511445209383965,
0.26503419876098633,
-0.14423325657844543,
0.18554291129112244,
-0.05280192568898201,
-0.007715143263339996,
0.05567718669772148,
-0.2703036367893219,
-0.22839240729808807,
-0.40314000844955444,
0.3369251787662506,
0.19738197326660156,
0.1473366618156433,
0.023982135578989983,
-0.1598917543888092,
-0.2391505241394043,
0.275193989276886,
0.10585503280162811,
-0.054676126688718796,
-0.764923095703125,
-0.20497457683086395,
-0.41858112812042236,
0.24637450277805328,
0.34615465998649597,
0.35249844193458557,
0.0982508584856987,
-0.2850194275379181,
0.42312610149383545,
0.08939748257398605,
0.5272784233093262,
-0.4261740446090698,
-0.12258290499448776,
0.07816097885370255,
0.07081122696399689,
-0.5122364163398743,
-0.1821727305650711,
-0.37696167826652527,
-0.10747935622930527,
0.1066751703619957,
0.3323647379875183,
-0.14470027387142181,
-0.25692465901374817,
0.2897036075592041,
0.24838340282440186,
-0.13746285438537598,
-0.21363596618175507,
-0.07764745503664017,
-0.07472100108861923,
0.06465326249599457,
-0.0018662811489775777,
-0.246423602104187,
-0.12127671390771866,
-0.3947780430316925,
0.012344883754849434,
-0.2985565960407257,
0.16598506271839142,
0.5115222930908203,
0.2698187530040741,
0.49009278416633606,
0.00917084701359272,
0.3090979754924774,
0.3732328712940216,
-0.051160648465156555,
0.18707504868507385,
0.5713594555854797,
-0.35969236493110657,
-0.004707626532763243,
0.1924050897359848,
-0.2698391377925873,
0.10468527674674988,
0.4873097836971283,
-0.06086448207497597,
0.21080444753170013,
-0.21177640557289124,
-0.018489869311451912,
-0.13532567024230957,
0.23548462986946106,
0.25728699564933777,
0.008317817933857441,
0.08976519852876663,
-0.6204381585121155,
0.2661387026309967,
0.008617826737463474,
-0.24674417078495026,
0.27056020498275757,
0.07447117567062378,
-0.0955316573381424,
0.15971337258815765,
-0.2795664668083191,
0.8087238669395447,
0.12414442747831345,
0.5083413124084473,
0.3728877902030945,
0.027652911841869354,
0.05371725559234619,
-0.12369237095117569,
0.07817929238080978,
-0.20461636781692505,
-0.2007230520248413,
-0.12225168943405151,
-0.16528934240341187,
-0.04269051551818848,
0.11962112039327621,
-0.3727221190929413,
0.05507957562804222,
-0.04008908197283745,
0.21999390423297882,
0.11894859373569489,
0.03092920407652855,
-0.2442181259393692,
0.09775879234075546,
-0.044366028159856796,
0.059169918298721313,
0.06498828530311584,
0.11208045482635498,
0.10477637499570847,
0.15554973483085632,
0.33245497941970825,
-0.26762598752975464,
-0.28835079073905945,
0.025152981281280518,
-0.11853013932704926,
-0.1233941912651062,
0.01508795190602541,
-0.5537113547325134,
-0.05436393618583679,
0.022716915234923363,
0.0376642644405365,
0.08256252855062485,
0.01967746391892433,
-0.18978442251682281,
0.1444818526506424,
0.2891581952571869,
-0.26729097962379456,
-0.04021972045302391,
0.5374184846878052,
0.23137950897216797,
-0.3256860375404358,
0.1473492980003357,
0.27184468507766724,
-0.0018391148187220097,
-0.37634649872779846,
0.1328822821378708,
-0.2728021442890167,
-0.6834984421730042,
0.09932617098093033,
0.01881253719329834,
-0.054877862334251404,
-0.22638516128063202,
0.07696627825498581,
-0.3152382969856262,
-0.1691732108592987,
0.2465951293706894,
0.3125600218772888,
-0.43118226528167725,
-0.15187929570674896,
0.4057873785495758,
0.3899216949939728,
-0.032227229326963425,
0.48338398337364197,
-0.055357675999403,
-0.09314946830272675,
-0.24477191269397736,
0.08967725932598114,
0.1940065324306488,
-0.26712101697921753,
0.08319030702114105,
-0.21828673779964447,
0.23541907966136932,
0.21104755997657776,
0.2475496232509613,
0.05821412056684494,
-0.03755544126033783,
-0.3182399570941925,
-0.2167704999446869,
0.055009640753269196,
0.13999736309051514,
0.23366598784923553,
0.3746974766254425,
-0.04931788519024849,
0.28860852122306824,
-0.012801367789506912,
-0.1217283234000206,
-0.22595085203647614,
0.3694861829280853,
0.07178305089473724,
0.2320927232503891,
0.04767264425754547,
-0.28353914618492126,
0.2777881622314453,
-0.003746825037524104,
0.08948718756437302,
0.28112974762916565,
-0.15671877562999725,
-0.1079946979880333,
-0.3754074275493622,
0.12338265031576157,
0.0319674126803875,
0.06226443499326706,
-0.21430417895317078,
0.04906856641173363,
0.14484748244285583,
-0.008012011647224426,
0.20081959664821625,
0.21679553389549255,
0.03449191525578499,
0.18003088235855103,
-0.06338280439376831,
0.1611385941505432,
0.07557709515094757,
-0.19406035542488098,
-0.08796603977680206,
0.026581421494483948,
0.3356521427631378,
-0.11457003653049469,
-0.36869126558303833,
0.1255863904953003,
-0.29089832305908203,
0.13725881278514862,
0.2278483361005783,
-0.0607035756111145,
0.006029194220900536,
-0.22502252459526062,
-0.005733964499086142,
0.09072741121053696,
0.25559893250465393,
0.5138315558433533,
-0.20996986329555511,
-0.33901143074035645,
0.057702723890542984,
0.11519402265548706,
-0.10630128532648087,
-0.11410815268754959,
-0.14807380735874176,
0.12495195120573044,
0.16584330797195435,
0.3090195655822754,
0.051454536616802216,
-0.42457500100135803,
0.4315132796764374,
-0.12580999732017517,
0.24995145201683044,
-0.23171895742416382,
0.2440083622932434,
0.41433030366897583,
-0.0603279285132885,
-0.14760620892047882,
0.2601907551288605,
0.12352892756462097,
-0.21308666467666626,
0.546644926071167,
-0.06037253886461258,
0.029023390263319016,
-0.3541242182254791,
-0.024836886674165726,
0.08989331871271133,
-0.10185787826776505,
-0.08028110861778259,
0.2303500473499298,
-0.21280795335769653,
0.33052945137023926,
0.11463169008493423,
0.4066486656665802,
-0.04084528237581253,
-0.08105621486902237,
-0.334146112203598,
-0.27296239137649536,
-0.2580868601799011,
-0.1305442601442337,
-0.3098895847797394,
-0.4051511883735657,
-0.06257616728544235,
0.05754238739609718,
-0.19616463780403137,
0.05446050316095352,
0.4997914135456085,
0.14600419998168945,
-0.008259295485913754,
-0.7142173647880554,
-0.27023571729660034,
0.11079048365354538,
0.29334011673927307,
0.0491914227604866,
0.47030970454216003,
0.1340152770280838,
0.017815671861171722,
0.08531203866004944,
0.19573019444942474,
0.23974378407001495,
0.1889181286096573,
0.12251239269971848,
0.11020566523075104,
-0.3764481842517853,
0.07457484304904938,
0.06370356678962708,
0.30705952644348145,
0.07657875120639801,
-0.27329033613204956,
0.10728760808706284,
0.03339817002415657,
-0.07894264161586761,
0.2780891954898834,
0.06806983053684235,
-0.026470009237527847,
-0.8032147884368896,
0.35196149349212646,
0.019274285063147545,
0.24204128980636597,
0.05272742360830307,
-0.035288043320178986,
-0.4574168026447296,
0.4931129217147827,
0.3092862665653229,
0.03210639953613281,
0.053053442388772964,
-0.2545377314090729,
0.07379994541406631,
-0.24975699186325073,
0.2542214095592499,
0.1347324103116989,
-0.01908666267991066,
-0.12400391697883606,
-0.16254283487796783,
-0.6735637187957764,
0.07172203063964844,
-0.223077654838562,
-0.01249691192060709,
0.1540582776069641,
0.06004013493657112,
-0.051854945719242096,
0.08834370970726013,
0.17885464429855347,
0.08643947541713715,
-0.432809978723526,
0.04753784462809563,
-0.4010685980319977,
-0.13230501115322113,
0.12054973095655441,
0.06344141811132431,
-0.07102009654045105,
-0.11094804108142853,
0.0470496229827404,
-0.10677164793014526,
-0.039010386914014816,
-0.04584050923585892,
0.001941562513820827,
-0.08507993072271347,
0.18566112220287323,
-0.011327856220304966,
-0.0458151213824749,
0.3190469443798065,
0.13763555884361267,
-0.13626989722251892,
-0.3025197386741638,
-0.3942961096763611,
-0.13271044194698334,
0.41039443016052246,
0.16523200273513794,
0.1351456642150879,
-0.10270421952009201,
-0.5430185794830322,
0.029053878039121628,
0.05960937961935997,
0.31606173515319824,
0.10683031380176544,
0.03542102128267288,
0.0028790757060050964,
-0.21547645330429077,
0.16014337539672852,
0.027386993169784546,
0.6485620141029358,
0.1067194789648056,
0.16071675717830658,
-0.19408062100410461,
-0.6553239226341248,
0.4583483636379242,
-0.6851574182510376,
-0.309445321559906,
-0.12231609225273132,
0.17611192166805267,
0.1354706585407257,
-0.2074056714773178,
-0.716069757938385,
-0.010618813335895538,
0.531948447227478,
-0.17390292882919312,
-0.07667407393455505,
0.39153414964675903,
-0.042910680174827576,
0.019274447113275528,
-0.2680869996547699,
0.6225161552429199,
0.4484643340110779,
-0.3485529124736786,
0.10752416402101517,
-0.3683798909187317
] |
https://github.com/huggingface/datasets/issues/2050 | Build custom dataset to fine-tune Wav2Vec2 | Sure you can use the json loader
```python
data_files = {"train": "path/to/your/train_data.json", "test": "path/to/your/test_data.json"}
train_dataset = load_dataset("json", data_files=data_files, split="train")
test_dataset = load_dataset("json", data_files=data_files, split="test")
```
You just need to make sure that the data contain the paths to the audio files.
If not, feel free to use `.map()` to add them. | Thank you for your recent tutorial on how to finetune Wav2Vec2 on a custom dataset. The example you gave here (https://huggingface.co/blog/fine-tune-xlsr-wav2vec2) was on the CommonVoice dataset. However, what if I want to load my own dataset? I have a manifest (transcript and their audio files) in a JSON file.
| 51 | Build custom dataset to fine-tune Wav2Vec2
Thank you for your recent tutorial on how to finetune Wav2Vec2 on a custom dataset. The example you gave here (https://huggingface.co/blog/fine-tune-xlsr-wav2vec2) was on the CommonVoice dataset. However, what if I want to load my own dataset? I have a manifest (transcript and their audio files) in a JSON file.
Sure you can use the json loader
```python
data_files = {"train": "path/to/your/train_data.json", "test": "path/to/your/test_data.json"}
train_dataset = load_dataset("json", data_files=data_files, split="train")
test_dataset = load_dataset("json", data_files=data_files, split="test")
```
You just need to make sure that the data contain the paths to the audio files.
If not, feel free to use `.map()` to add them. | [
-0.08610294759273529,
0.025272907689213753,
0.013138333335518837,
0.05659550428390503,
-0.015416079200804234,
-0.00169777509290725,
0.04018595069646835,
0.16728077828884125,
0.11139751970767975,
-0.03239339962601662,
-0.2139551192522049,
0.4168871343135834,
-0.21583929657936096,
0.1142554059624672,
-0.02662421576678753,
0.025971878319978714,
-0.18562427163124084,
0.22579345107078552,
0.12701411545276642,
-0.029793385416269302,
-0.2303093671798706,
0.15054000914096832,
-0.089187391102314,
-0.07079219818115234,
-0.12121026962995529,
0.11651977896690369,
0.17767804861068726,
0.4099344313144684,
-0.13589534163475037,
-0.3398263454437256,
0.40746647119522095,
0.32653337717056274,
0.16456177830696106,
0.33290207386016846,
-0.00009885540930554271,
-0.15690353512763977,
-0.014649741351604462,
-0.2888989746570587,
0.06872395426034927,
0.1292685717344284,
-0.4952055513858795,
-0.15905864536762238,
-0.10314205288887024,
-0.059848882257938385,
-0.29747456312179565,
-0.1860620379447937,
-0.2987944781780243,
-0.2663181722164154,
0.7216201424598694,
0.31418439745903015,
0.2168494015932083,
-0.3120064437389374,
0.028778284788131714,
-0.01626650243997574,
0.07489671558141708,
0.04785357415676117,
0.06622157245874405,
0.414484441280365,
0.2814680337905884,
0.06522659212350845,
0.2580658495426178,
0.04390455782413483,
-0.3099859058856964,
0.11274535953998566,
0.2655507028102875,
-0.0027987852226942778,
-0.4111699163913727,
-0.21625898778438568,
-0.09577453881502151,
0.5772784352302551,
0.4842570722103119,
-0.5012125968933105,
-0.19859230518341064,
-0.1890508085489273,
0.19998641312122345,
-0.48066961765289307,
-0.041456013917922974,
0.04582468420267105,
-0.17021463811397552,
0.3052022159099579,
-0.025695620104670525,
-0.3619788587093353,
-0.20766429603099823,
-0.09060633182525635,
0.045434895902872086,
0.05279652029275894,
-0.16647875308990479,
-0.05893271416425705,
0.042360927909612656,
-0.051308054476976395,
-0.19570671021938324,
0.03931697458028793,
-0.21923552453517914,
0.32463544607162476,
-0.42656460404396057,
-0.3958183526992798,
-0.09535738080739975,
-0.44234395027160645,
0.05045878887176514,
0.03388578072190285,
0.36948102712631226,
0.1431516706943512,
-0.11746245622634888,
0.15120120346546173,
0.021868227049708366,
0.010642032139003277,
0.0032327312510460615,
-0.17320159077644348,
0.09869589656591415,
-0.43266698718070984,
-0.0350537970662117,
0.02642626129090786,
-0.21804359555244446,
-0.04325694218277931,
-0.34277960658073425,
0.056650709360837936,
0.1485423594713211,
-0.3140287697315216,
-0.30480051040649414,
-0.08908627927303314,
-0.1365508884191513,
0.011078465729951859,
0.06657498329877853,
0.4089033007621765,
0.10105638951063156,
0.05411416292190552,
-0.05696684867143631,
0.3980821371078491,
0.16121292114257812,
0.018825914710760117,
0.04396397992968559,
0.2589755654335022,
0.33347031474113464,
0.18256941437721252,
0.3748438060283661,
0.00008606660412624478,
0.40367719531059265,
-0.1982593983411789,
0.20774470269680023,
-0.13878695666790009,
-0.032732054591178894,
0.1331547498703003,
-0.28262731432914734,
-0.0561923049390316,
-0.004810371436178684,
0.18394970893859863,
-0.10191134363412857,
0.03159843012690544,
-0.3335481882095337,
-0.09363353252410889,
-0.36948853731155396,
-0.30462270975112915,
0.11106381565332413,
0.22222301363945007,
-0.22404855489730835,
-0.1587861329317093,
-0.13896170258522034,
0.06356088817119598,
-0.10522200167179108,
-0.28927475214004517,
-0.2854251563549042,
-0.033619027584791183,
-0.26550430059432983,
-0.16192494332790375,
0.18195338547229767,
-0.09873492270708084,
-0.6757569909095764,
0.08975718915462494,
-0.12161999940872192,
0.19314886629581451,
0.0001066069962689653,
0.2764825224876404,
-0.047363996505737305,
0.5055423378944397,
-0.09600181877613068,
0.3563433289527893,
0.2618567645549774,
-0.433169424533844,
-0.2342768758535385,
0.3278566896915436,
-0.19370101392269135,
0.13959017395973206,
0.11195036768913269,
-0.05385081470012665,
0.4180213510990143,
-0.31445202231407166,
0.21697843074798584,
0.4147835075855255,
0.18699993193149567,
0.010118796490132809,
0.14761105179786682,
-0.04951833561062813,
0.1854100525379181,
0.0495968759059906,
-0.37010931968688965,
-0.06951985508203506,
-0.11357773840427399,
-0.03352745622396469,
0.26872485876083374,
-0.15524277091026306,
0.06290934979915619,
0.18053847551345825,
0.24526943266391754,
-0.21021559834480286,
0.013357928022742271,
0.10913918912410736,
0.04477304592728615,
0.10262345522642136,
-0.11043261736631393,
0.005972782615572214,
0.3424816429615021,
0.07177583873271942,
-0.27542686462402344,
-0.20761738717556,
-0.3448868691921234,
-0.3608686923980713,
0.18591108918190002,
0.1474168747663498,
0.2212570309638977,
-0.47529274225234985,
-0.4122076630592346,
0.08076848834753036,
-0.09431067109107971,
-0.14273101091384888,
-0.245833620429039,
-0.036768876016139984,
0.3501380383968353,
0.007016314659267664,
0.3941414952278137,
0.3947729766368866,
0.1325920969247818,
0.14081083238124847,
-0.03190340846776962,
0.4642843008041382,
0.20633171498775482,
0.37023207545280457,
0.14350265264511108,
0.23806077241897583,
-0.12490765750408173,
-0.46438103914260864,
0.3657502233982086,
0.3537260890007019,
0.2512151598930359,
-0.07665126025676727,
-0.30082541704177856,
0.37310168147087097,
0.25225526094436646,
0.36343324184417725,
-0.0481414757668972,
-0.11686982214450836,
0.36351168155670166,
0.12616154551506042,
-0.2628050148487091,
0.10926718264818192,
-0.0914468765258789,
-0.08087296038866043,
0.4064539968967438,
-0.2065785825252533,
-0.06838629394769669,
0.08453765511512756,
0.20536229014396667,
-0.07506568729877472,
0.08099617063999176,
0.1536126583814621,
-0.4257686734199524,
-0.11885745823383331,
-0.11343370378017426,
0.17895612120628357,
0.420305073261261,
0.3598632514476776,
-0.07085642963647842,
-0.06625574082136154,
-0.05268728360533714,
-0.1265425831079483,
0.10803258419036865,
-0.11571267247200012,
-0.0939980074763298,
0.30897337198257446,
0.10585241764783859,
-0.18341350555419922,
-0.15013253688812256,
-0.0604768805205822,
-0.31328284740448,
0.07474172860383987,
-0.3948698043823242,
-0.4067828059196472,
-0.10294725000858307,
0.38152164220809937,
-0.18755748867988586,
-0.3545239567756653,
0.05327961593866348,
0.18062549829483032,
0.24974913895130157,
0.08368120342493057,
-0.07800690084695816,
0.08767402172088623,
0.049748942255973816,
0.4142827093601227,
0.03944064676761627,
-0.36893147230148315,
0.23870433866977692,
-0.050712380558252335,
0.07880155742168427,
0.25756725668907166,
0.12068617343902588,
0.2905210554599762,
0.1138085201382637,
0.22413507103919983,
0.09197811037302017,
0.04077999293804169,
0.1982497274875641,
0.047472115606069565,
-0.1298719197511673,
0.1506040096282959,
0.020096804946660995,
0.27601030468940735,
0.36978039145469666,
-0.13450288772583008,
-0.1777009665966034,
0.15849202871322632,
-0.007083885371685028,
-0.03651343658566475,
0.03276054933667183,
0.09718874096870422,
0.1346777081489563,
-0.5730342268943787,
-0.22289015352725983,
-0.40192559361457825,
0.34252628684043884,
0.14321717619895935,
0.08253803104162216,
-0.26970788836479187,
0.06700573861598969,
0.05959980562329292,
0.0927964374423027,
0.31656330823898315,
-0.2320636659860611,
-0.26773664355278015,
0.4775477647781372,
-0.25916925072669983,
-0.03458654507994652,
0.13618183135986328,
-0.1052936241030693,
0.36926156282424927,
-0.1506730318069458,
-0.04773573577404022,
0.2083645910024643,
0.09224061667919159,
-0.1593063920736313,
0.19819413125514984,
0.003395038191229105,
0.29962146282196045,
0.02019750513136387,
-0.03168316185474396,
-0.2138720005750656,
-0.1847885698080063,
0.13998359441757202,
0.3487141728401184,
0.09344750642776489,
0.23761457204818726,
0.011363127268850803,
-0.6527876853942871,
0.5451338887214661,
0.20036789774894714,
0.10474281013011932,
0.02559089846909046,
-0.10376933217048645,
0.0688261166214943,
-0.11412625014781952,
0.05983135849237442,
0.11200273782014847,
0.06393615156412125,
-0.15246324241161346,
0.41340887546539307,
0.34614297747612,
-0.05167622119188309,
-0.1652643084526062,
0.1413024663925171,
-0.41065630316734314,
-0.030501635745167732,
0.15082034468650818,
0.06086241081357002,
0.048441074788570404,
-0.02027917467057705,
0.3535825312137604,
0.12425367534160614,
-0.13633793592453003,
0.12396817654371262,
-0.0720520168542862,
0.32600340247154236,
-0.23983769118785858,
-0.23587225377559662,
-0.19871632754802704,
-0.33377665281295776,
0.14438678324222565,
-0.1739085167646408,
0.2854420244693756,
0.07270597666501999,
-0.10582055896520615,
-0.1804712861776352,
-0.14427058398723602,
0.287953644990921,
-0.3175033926963806,
-0.04728400707244873,
0.028109939768910408,
0.19462895393371582,
-0.0486726388335228,
0.1891380250453949,
-0.22580882906913757,
-0.16269534826278687,
-0.32319727540016174,
-0.008601033128798008,
-0.14874078333377838,
-0.04038878530263901,
-0.03593708574771881,
0.31476736068725586,
-0.19581371545791626,
-0.2717556953430176,
0.12497860193252563,
-0.015452858991920948,
-0.2908767759799957,
-0.23864462971687317,
-0.27089717984199524,
0.06675603240728378,
-0.35134628415107727,
0.007051898632198572,
-0.0032192140351980925,
-0.040831245481967926,
0.43045902252197266,
0.1467399001121521,
0.43061062693595886,
0.16215485334396362,
0.24974223971366882,
0.14205528795719147,
-0.13930489122867584,
0.09200657159090042,
0.41965073347091675,
0.13453729450702667,
-0.22706305980682373,
0.032627806067466736,
-0.05073338747024536,
0.29124143719673157,
0.06416251510381699,
-0.09210000187158585,
0.11546966433525085,
-0.19161848723888397,
-0.10437511652708054,
-0.43696966767311096,
0.18507008254528046,
0.29092028737068176,
-0.13907255232334137,
-0.09829220175743103,
-0.5546112060546875,
0.5026652216911316,
-0.05736570060253143,
-0.1340866982936859,
-0.10586120188236237,
-0.16971856355667114,
-0.36971282958984375,
0.34072670340538025,
0.03015209548175335,
0.6115982532501221,
0.1831117868423462,
0.07653769105672836,
0.4470014274120331,
-0.27075231075286865,
0.1296689212322235,
-0.7494606971740723,
-0.06016222760081291,
-0.257071316242218,
0.21567457914352417,
-0.15641646087169647,
0.08757680654525757,
-0.1179155558347702,
0.3387051820755005,
-0.1610482782125473,
0.2530445456504822,
0.23001369833946228,
-0.2307196408510208,
-0.01645580679178238,
0.12588226795196533,
0.14632856845855713,
-0.4770153760910034,
-0.33299168944358826,
0.20376385748386383,
-0.028124837204813957,
-0.051773905754089355,
0.1280701905488968,
-0.060157112777233124,
-0.11790420860052109,
-0.3157677948474884,
-0.24662186205387115,
0.021975433453917503,
-0.018083536997437477,
-0.23308102786540985,
0.006721369456499815,
-0.2160554826259613,
0.1298195719718933,
0.1525842249393463,
-0.25986164808273315,
0.3411215543746948,
-0.4805781841278076,
0.15432129800319672,
0.0876808911561966,
0.1264076977968216,
-0.09376001358032227,
0.011987102217972279,
-0.09263553470373154,
0.030984938144683838,
-0.010269461199641228,
0.39726704359054565,
-0.05597984790802002,
-0.2209254950284958,
0.10964127629995346,
-0.10847601294517517,
0.08884702622890472,
-0.11131078004837036,
-0.45171722769737244,
0.27944207191467285,
0.08208376169204712,
-0.14479368925094604,
0.17897272109985352,
0.3935125768184662,
-0.4975093603134155,
0.29644420742988586,
-0.06631404906511307,
-0.21118971705436707,
-0.02238585241138935,
0.03835607320070267,
0.11710473150014877,
-0.17204329371452332,
0.4663718044757843,
-0.012349948287010193,
0.11186916381120682,
-0.4094528257846832,
0.2964838743209839,
0.2564249038696289,
-0.031209250912070274,
-0.11142106354236603,
0.42968860268592834,
-0.1672210693359375,
-0.09860348701477051,
0.08398722112178802,
0.04396775737404823,
-0.05712173879146576,
-0.09338605403900146,
-0.5307204723358154,
-0.40211379528045654,
0.09154580533504486,
0.22936035692691803,
0.3262867331504822,
-0.26296883821487427,
-0.024399712681770325,
-0.2712801396846771,
0.07423596829175949,
-0.402057945728302,
-0.02534247562289238,
0.18347136676311493,
-0.1052994504570961,
0.20613767206668854,
0.5022347569465637,
0.058814551681280136,
0.11267518997192383,
0.21390588581562042,
-0.059333208948373795,
-0.323519766330719,
-0.23815986514091492,
-0.12083509564399719,
0.13649196922779083,
0.05211075395345688,
0.07500756531953812,
0.03217221796512604,
0.061397381126880646,
-0.2957632541656494,
-0.2528946101665497,
0.0021812664344906807,
-0.1184123158454895,
0.028023065999150276,
0.1504424512386322,
-0.07981331646442413,
-0.14581280946731567,
-0.173691526055336,
0.07435838133096695,
0.08438237011432648,
0.07484643906354904,
0.27037522196769714,
0.13073033094406128,
-0.14918985962867737,
-0.11018706858158112,
0.31037530303001404,
0.3500758409500122,
0.16009804606437683,
-0.0866958424448967,
0.22119049727916718,
-0.05603055655956268,
0.12509498000144958,
0.1910204291343689,
0.3222622871398926,
0.47563275694847107,
-0.2523065209388733,
0.09990670531988144,
0.38649073243141174,
0.3116900324821472,
-0.14334158599376678,
0.1414840817451477,
0.06062108278274536,
-0.17224055528640747,
0.18187905848026276,
0.17396803200244904,
-0.12425971031188965,
-0.1034298688173294,
-0.3624982535839081,
-0.038029689341783524,
0.1487068235874176,
-0.18539632856845856,
-0.12520195543766022,
0.24221102893352509,
-0.12279895693063736,
-0.1672622710466385,
-0.2144639790058136,
0.021159879863262177,
0.2113020122051239,
0.2708625793457031,
-0.29790306091308594,
0.1575956791639328,
0.06375756114721298,
-0.050971586257219315,
0.010926962830126286,
-0.40186911821365356,
-0.009968748316168785,
0.28170034289360046,
-0.04911923035979271,
0.18506312370300293,
0.15288713574409485,
0.26747003197669983,
-0.09955563396215439,
-0.08078757673501968,
-0.1803278923034668,
0.0866120308637619,
0.20350436866283417,
-0.392335444688797,
-0.11499811708927155,
-0.2227957397699356,
-0.054710522294044495,
-0.028710585087537766,
-0.0006917105638422072,
-0.13358119130134583,
-0.21467691659927368,
-0.2621060609817505,
0.11035218834877014,
-0.11228426545858383,
0.2066512256860733,
-0.0289752297103405,
-0.2205846905708313,
-0.18239043653011322,
0.24383695423603058,
0.0532718226313591,
0.033117521554231644,
0.43680381774902344,
0.11476432532072067,
0.2617257833480835,
0.15666107833385468,
-0.32661113142967224,
0.1419266164302826,
-0.07258383184671402,
-0.059092774987220764,
0.07470320165157318,
0.29859569668769836,
-0.1415741890668869,
0.10840697586536407,
0.28941088914871216,
0.26089251041412354,
-0.13588957488536835,
0.08382416516542435,
0.17167483270168304,
-0.0309382826089859,
-0.17295126616954803,
0.09442467242479324,
0.18964998424053192,
-0.05103633925318718,
0.003892672946676612,
-0.06377817690372467,
-0.3798278868198395,
-0.2290680706501007,
0.21554501354694366,
0.26138070225715637,
0.14030495285987854,
0.22258400917053223,
0.16336055099964142,
-0.2535492479801178,
0.40662726759910583,
0.011654478497803211,
0.22192683815956116,
-0.1308039426803589,
-0.05238961800932884,
-0.41056710481643677,
-0.02382766082882881,
-0.0015745395794510841,
-0.20075623691082,
-0.36326003074645996,
0.03392326086759567,
0.5755022168159485,
0.43401387333869934,
-0.15190726518630981,
-0.017475919798016548,
-0.030791008844971657,
0.26645204424858093,
-0.1470305621623993,
-0.032213665544986725,
0.20227162539958954,
0.546646773815155,
0.1108957976102829,
-0.36827999353408813,
-0.33971062302589417,
0.16163069009780884,
0.061087716370821,
0.18651700019836426,
0.17794860899448395,
-0.106070876121521,
-0.30837151408195496,
0.34972304105758667,
-0.14797881245613098,
0.4285055994987488,
-0.34512829780578613,
0.05633128061890602,
-0.15844643115997314,
0.1195359081029892,
-0.169272318482399,
-0.15639224648475647,
0.027550198137760162,
0.5028762817382812,
-0.11127123981714249,
0.10651186853647232,
-0.18195760250091553,
-0.18964968621730804,
0.08312112092971802,
-0.21651965379714966,
-0.40164971351623535,
0.20576970279216766,
-0.298371821641922,
0.05188838392496109,
-0.08007094264030457,
-0.10550365597009659,
-0.08492118120193481,
0.1245819553732872,
0.050930239260196686,
0.06496891379356384,
0.6319299340248108,
0.009269282221794128,
-0.046135421842336655,
0.1577686220407486,
0.4638567268848419,
-0.179560124874115,
0.14043858647346497,
-0.3925163149833679,
0.3227733373641968,
0.2682937681674957,
0.044746316969394684,
0.019824020564556122,
0.0708591490983963,
-0.12542636692523956,
-0.15513701736927032,
-0.028950707986950874,
0.20285813510417938,
0.08566437661647797,
-0.041791755706071854,
-0.23123688995838165,
-0.444692462682724
] |
https://github.com/huggingface/datasets/issues/2046 | add_faisis_index gets very slow when doing it interatively | I think faiss automatically sets the number of threads to use to build the index.
Can you check how many CPU cores are being used when you build the index in `use_own_knowleldge_dataset` as compared to this script ? Are there other programs running (maybe for rank>0) ? | As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
| 47 | add_faisis_index gets very slow when doing it interatively
As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
I think faiss automatically sets the number of threads to use to build the index.
Can you check how many CPU cores are being used when you build the index in `use_own_knowleldge_dataset` as compared to this script ? Are there other programs running (maybe for rank>0) ? | [
-0.49882426857948303,
-0.26827821135520935,
-0.024500802159309387,
0.12822844088077545,
0.059439767152071,
0.20778393745422363,
0.12146293371915817,
0.424129843711853,
0.2917422652244568,
0.2924969494342804,
-0.11882511526346207,
0.18831509351730347,
0.13721297681331635,
0.08582092076539993,
-0.13625647127628326,
0.17504262924194336,
0.23703262209892273,
0.085334412753582,
0.26079800724983215,
-0.1344141811132431,
-0.3274792730808258,
-0.30906447768211365,
-0.1589120626449585,
-0.25786224007606506,
-0.40069231390953064,
-0.09581870585680008,
-0.24362216889858246,
-0.08205043524503708,
0.1982472836971283,
-0.47291645407676697,
-0.13753260672092438,
0.1398429274559021,
0.3402584493160248,
0.25829294323921204,
-0.00012204971426399425,
0.05567660555243492,
0.22800791263580322,
0.06546296179294586,
-0.22299756109714508,
0.6411958336830139,
0.3400726914405823,
-0.06948840618133545,
-0.17511016130447388,
-0.3107709586620331,
-0.14555539190769196,
-0.1110420823097229,
0.08107972890138626,
-0.046929746866226196,
-0.16636499762535095,
0.19430115818977356,
0.026624053716659546,
-0.05828651040792465,
0.052254825830459595,
-0.015400376170873642,
0.4025115668773651,
-0.0755913034081459,
-0.06917718797922134,
0.31747138500213623,
0.1635129153728485,
-0.07223787903785706,
0.09974309802055359,
0.4481078088283539,
0.1206413134932518,
-0.22677725553512573,
0.10890393704175949,
0.20516155660152435,
0.7838166952133179,
0.02243974804878235,
0.06526792794466019,
0.15266957879066467,
0.015340343117713928,
-0.09055263549089432,
-0.443008691072464,
-0.10290376842021942,
0.4257138669490814,
-0.6180593967437744,
-0.06740126758813858,
-0.08374200016260147,
-0.10147474706172943,
0.05386023595929146,
0.1745855063199997,
-0.030229715630412102,
0.03631801903247833,
0.04745089262723923,
0.17489956319332123,
0.16535739600658417,
0.3874708414077759,
-0.05990241467952728,
0.5584333539009094,
0.04244744032621384,
-0.11685466021299362,
0.04488252475857735,
-0.0920773297548294,
0.012196335010230541,
-0.6050297617912292,
0.08808468282222748,
-0.030915843322873116,
-0.0993313416838646,
-0.09268704801797867,
0.017801953479647636,
-0.3694859743118286,
0.006165648344904184,
0.2365599423646927,
0.0033363497350364923,
-0.18306466937065125,
-0.0902583971619606,
-0.5061047673225403,
0.05588098615407944,
0.08390173316001892,
0.10628709942102432,
-0.3780878484249115,
0.0992341935634613,
-0.0033381283283233643,
-0.0043098581954836845,
-0.32598063349723816,
-0.29813525080680847,
-0.22889026999473572,
0.22280706465244293,
-0.18114228546619415,
0.07718804478645325,
-0.40396830439567566,
-0.2522764801979065,
0.2050725668668747,
0.4162214994430542,
-0.11774410307407379,
-0.07613665610551834,
0.010839437134563923,
-0.03461559861898422,
-0.23442770540714264,
0.17616906762123108,
-0.2220170646905899,
0.230660080909729,
-0.031963787972927094,
0.5045983195304871,
-0.02910623513162136,
-0.22139422595500946,
-0.08906898647546768,
-0.021730657666921616,
0.08396384865045547,
-0.007842419669032097,
-0.04416358843445778,
-0.29989323019981384,
0.24666792154312134,
0.07492318749427795,
-0.26321426033973694,
-0.0676850825548172,
-0.09395191818475723,
0.12111034244298935,
-0.22782327234745026,
0.22150824964046478,
-0.21739467978477478,
-0.36510223150253296,
0.02715788595378399,
0.01933111622929573,
0.3086775839328766,
-0.06309258937835693,
0.4208229184150696,
0.11439721286296844,
0.17301848530769348,
0.16133517026901245,
0.15917645394802094,
-0.13144344091415405,
-0.26802125573158264,
0.08318649977445602,
0.22678394615650177,
0.3627384305000305,
0.09372176229953766,
0.034771163016557693,
0.2980126738548279,
0.3901304304599762,
0.21240505576133728,
0.39999380707740784,
-0.11594892293214798,
0.6762601137161255,
-0.32000401616096497,
0.08429210633039474,
0.2451203614473343,
-0.25537848472595215,
-0.2924264967441559,
0.18690460920333862,
-0.16636402904987335,
-0.07732588797807693,
0.32966315746307373,
0.5182706713676453,
0.31202951073646545,
0.08701563626527786,
0.34109318256378174,
0.30625542998313904,
0.00902649201452732,
-0.031247306615114212,
-0.4050687849521637,
-0.05827170982956886,
0.2639196813106537,
0.3804076910018921,
-0.3354525566101074,
0.10174062848091125,
-0.040181465446949005,
-0.32988062500953674,
0.6009740233421326,
-0.4761059880256653,
-0.12176213413476944,
0.06805813312530518,
0.3615734875202179,
0.33938679099082947,
0.2328696995973587,
0.27611035108566284,
0.14954213798046112,
0.16262602806091309,
0.09601449221372604,
0.09878889471292496,
0.1701553463935852,
-0.4183505177497864,
0.2156297266483307,
-0.02575014904141426,
-0.21819250285625458,
0.10788197070360184,
-0.06097814068198204,
0.15002501010894775,
-0.04567669704556465,
-0.19987307488918304,
-0.15688681602478027,
0.5427840352058411,
-0.615797758102417,
0.027946149930357933,
-0.24889658391475677,
-0.15608298778533936,
0.007015147712081671,
-0.21342599391937256,
-0.0342438630759716,
0.1429586410522461,
0.05249624699354172,
-0.3868664503097534,
-0.053833141922950745,
0.10286086052656174,
0.1266249418258667,
-0.18767639994621277,
0.5111070275306702,
-0.11369612067937851,
-0.037036772817373276,
0.29622212052345276,
0.04495333135128021,
-0.15126502513885498,
0.10901666432619095,
-0.1937614381313324,
-0.0018786939326673746,
0.4852040112018585,
0.348783940076828,
0.24583379924297333,
-0.021493790671229362,
-0.23320843279361725,
0.04702914506196976,
-0.04065045341849327,
-0.07938706129789352,
0.22752587497234344,
0.07994377613067627,
0.13025294244289398,
0.409172385931015,
-0.033335525542497635,
-0.3332445025444031,
0.2324640303850174,
0.18577706813812256,
-0.20312990248203278,
-0.4314081072807312,
0.27104198932647705,
0.3516995310783386,
-0.03689766302704811,
-0.3497084677219391,
-0.5220087170600891,
0.23602674901485443,
0.31859877705574036,
0.18839353322982788,
-0.07165404409170151,
-0.02765103615820408,
-0.24728143215179443,
0.16910947859287262,
0.05655350908637047,
-0.04837210476398468,
0.10004787892103195,
0.17664200067520142,
-0.21454474329948425,
-0.20678988099098206,
-0.2552962005138397,
-0.13639681041240692,
0.4286458492279053,
-0.04433870315551758,
0.30944040417671204,
0.17776265740394592,
0.2771869897842407,
-0.12472452968358994,
-0.1249765008687973,
0.288752019405365,
0.008840441703796387,
0.04161085933446884,
-0.10893554985523224,
-0.03623880445957184,
0.19310900568962097,
-0.04694970324635506,
0.36491888761520386,
0.19579416513442993,
-0.32509055733680725,
0.019844286143779755,
-0.09847083687782288,
-0.12149498611688614,
-0.07897848635911942,
0.12100525945425034,
-0.15055014193058014,
0.11739997565746307,
0.043947670608758926,
-0.05258079990744591,
-0.18513640761375427,
-0.08627132326364517,
-0.1575877070426941,
-0.07947695255279541,
-0.2974512279033661,
-0.1662350296974182,
-0.24606843292713165,
-0.12503769993782043,
-0.11964450776576996,
0.004330579191446304,
0.0005504606524482369,
-0.010686952620744705,
-0.04048753157258034,
-0.2826741635799408,
-0.15883666276931763,
0.06079476326704025,
-0.29363352060317993,
-0.21670202910900116,
-0.17391912639141083,
0.22814130783081055,
-0.024399638175964355,
0.09305882453918457,
-0.11566931754350662,
0.06675166636705399,
0.12224092334508896,
-0.0957009419798851,
-0.1543302685022354,
-0.0534617118537426,
-0.23314307630062103,
0.2917097210884094,
0.14917242527008057,
0.046831462532281876,
-0.0794370248913765,
-0.4122962951660156,
-0.014396958984434605,
0.4969033896923065,
-0.5218711495399475,
-0.040799517184495926,
-0.3583909571170807,
0.2859594225883484,
-0.3150937855243683,
0.458298921585083,
0.05670680105686188,
-0.24624888598918915,
-0.13801392912864685,
0.3644827604293823,
0.17451028525829315,
0.38753044605255127,
-0.06171327456831932,
0.05497738718986511,
-0.08791763335466385,
0.2675449550151825,
-0.11497532576322556,
0.5162416696548462,
0.32723158597946167,
-0.21369847655296326,
-0.047819457948207855,
-0.26239633560180664,
0.11595174670219421,
0.052770111709833145,
-0.13988173007965088,
0.2965240776538849,
0.08347784727811813,
-0.3149952292442322,
0.1665278822183609,
-0.2887440323829651,
-0.4117943346500397,
0.03204244002699852,
-0.0527595579624176,
0.1982455551624298,
-0.24431078135967255,
0.31699225306510925,
0.04895063117146492,
0.49109962582588196,
-0.17805010080337524,
0.29109612107276917,
-0.2383602410554886,
-0.17670398950576782,
0.19751477241516113,
0.2727530002593994,
0.2449011355638504,
-0.16755743324756622,
0.02649645321071148,
-0.5409093499183655,
-0.421677827835083,
0.28344085812568665,
0.16747960448265076,
0.23528353869915009,
0.2791197597980499,
-0.10083501785993576,
0.5258054137229919,
-0.15621203184127808,
0.7999858260154724,
0.0206834077835083,
-0.3363375663757324,
0.38449087738990784,
-0.16181997954845428,
0.052876416593790054,
-0.2177928239107132,
-0.18270893394947052,
-0.06598951667547226,
0.23377379775047302,
0.4407469630241394,
-0.09317754209041595,
-0.24796470999717712,
0.6446051001548767,
0.06708776205778122,
-0.14724837243556976,
-0.3441516160964966,
-0.18618205189704895,
-0.3543059527873993,
-0.041218943893909454,
0.7678550481796265,
-0.12169056385755539,
0.15568961203098297,
0.18221955001354218,
-0.0512346550822258,
-0.3818883001804352,
0.15986619889736176,
0.23867474496364594,
-0.005119742825627327,
0.05058307573199272,
0.4557841718196869,
0.43481042981147766,
0.07141751050949097,
0.0007319067372009158,
0.11927418410778046,
-0.036911290138959885,
-0.3043968677520752,
0.07315223664045334,
-0.1888461410999298,
-0.25568529963493347,
0.379942387342453,
0.7006737589836121,
0.18687668442726135,
0.24840733408927917,
-0.21023090183734894,
0.37758868932724,
-0.1914457231760025,
0.024531112983822823,
0.43831270933151245,
-0.002062194049358368,
-0.17877252399921417,
-0.5383260250091553,
0.31127890944480896,
0.20342282950878143,
0.07330281287431717,
0.060861214995384216,
-0.07573027908802032,
-0.016380347311496735,
0.30217087268829346,
0.1249999925494194,
0.9838243722915649,
-0.02691962942481041,
0.1929832547903061,
0.5063086152076721,
0.004840589128434658,
-0.24390451610088348,
-0.6487342119216919,
0.36927682161331177,
-0.33292126655578613,
-0.2241525799036026,
0.1931164562702179,
-0.10114146769046783,
-0.08476846665143967,
0.07353442162275314,
-0.039342787116765976,
0.09914487600326538,
-0.047275446355342865,
-0.08625619858503342,
-0.25860172510147095,
0.3895537555217743,
0.3151942193508148,
-0.4278399646282196,
0.024883057922124863,
0.0013510254211723804,
0.2714568078517914,
-0.09871600568294525,
0.12781575322151184,
-0.16340012848377228,
-0.11088655889034271,
0.018440984189510345,
0.12517410516738892,
-0.0791136622428894,
-0.12837843596935272,
0.013058449141681194,
-0.04877298325300217,
-0.08731182664632797,
-0.232926145195961,
-0.3244182765483856,
0.46041905879974365,
-0.02994643710553646,
0.09953416138887405,
0.08158383518457413,
-0.09911013394594193,
0.07216362655162811,
-0.08676929026842117,
-0.49708321690559387,
0.22654153406620026,
0.0808124989271164,
-0.17367757856845856,
0.1493709236383438,
0.07872668653726578,
-0.3227713704109192,
-0.1460990458726883,
0.17443028092384338,
0.020577240735292435,
0.007548075169324875,
-0.03673753887414932,
0.31799888610839844,
-0.26263728737831116,
-0.23356527090072632,
0.02005961164832115,
0.09207762032747269,
-0.4317518472671509,
0.5605170130729675,
-0.3023819327354431,
-0.38006824254989624,
-0.054655522108078,
0.016695648431777954,
0.30580800771713257,
0.05603788420557976,
0.26237085461616516,
-0.0891195759177208,
-0.3048812747001648,
-0.15467683970928192,
-0.3024292290210724,
0.061282847076654434,
0.03862520307302475,
0.09388820081949234,
0.3024209439754486,
-0.006131275556981564,
0.02539917454123497,
-0.23266452550888062,
-0.32271745800971985,
-0.14176981151103973,
-0.3823907673358917,
0.1146000474691391,
-0.3576402962207794,
-0.1850680708885193,
0.2572285234928131,
0.3836848735809326,
0.03601778298616409,
0.23422391712665558,
-0.4448952376842499,
0.25904718041419983,
-0.21766971051692963,
-0.06533902883529663,
-0.031239528208971024,
0.2600191831588745,
-0.03270886093378067,
-0.2574276030063629,
0.1754397302865982,
0.2162696272134781,
0.11998913437128067,
0.14120355248451233,
0.03736573085188866,
-0.1117987260222435,
0.10294876247644424,
0.1834249347448349,
-0.11074664443731308,
0.16845057904720306,
0.08115547895431519,
-0.1483059972524643,
-0.3009880781173706,
-0.26529812812805176,
0.13436605036258698,
-0.11070296168327332,
-0.025854986160993576,
-0.13035948574543,
-0.12170922756195068,
-0.11248783767223358,
0.3323768377304077,
0.2738248407840729,
0.2040049135684967,
0.2833092510700226,
-0.07349912077188492,
0.07670185714960098,
-0.242833212018013,
-0.2653929889202118,
-0.05103721097111702,
0.1903247982263565,
0.061643991619348526,
0.08636786043643951,
-0.09186612069606781,
-0.17318780720233917,
-0.3799477815628052,
-0.0381179042160511,
0.03176894411444664,
0.4498938322067261,
0.04249393194913864,
-0.28836652636528015,
0.18529601395130157,
0.037937231361866,
-0.2797204554080963,
-0.1952764391899109,
0.36242690682411194,
-0.45070144534111023,
0.20022888481616974,
0.4017176926136017,
0.264575332403183,
0.16572357714176178,
-0.4832741916179657,
0.09376326948404312,
-0.23451700806617737,
0.09630575776100159,
-0.4337073266506195,
-0.09045102447271347,
0.3514745235443115,
-0.1948997974395752,
0.2041250616312027,
0.3052140772342682,
0.23111993074417114,
0.608918309211731,
0.03142382949590683,
0.27529004216194153,
0.18787717819213867,
0.21332718431949615,
-0.32170340418815613,
-0.17983657121658325,
0.29066896438598633,
0.23226867616176605,
-0.03177293762564659,
-0.20784491300582886,
0.009094808250665665,
0.234734445810318,
0.24403557181358337,
-0.5169647336006165,
-0.2611280381679535,
0.1630207896232605,
-0.12201986461877823,
-0.12818105518817902,
0.41174909472465515,
0.056770458817481995,
-0.27808162569999695,
0.22702665627002716,
0.0776640847325325,
0.19237351417541504,
-0.1272481083869934,
0.2008739858865738,
0.2934538424015045,
0.22120051085948944,
-0.02311350777745247,
0.09102419763803482,
0.43377068638801575,
-0.3367399573326111,
-0.20791500806808472,
-0.011150526814162731,
-0.0027166465297341347,
0.023589380085468292,
-0.15122292935848236,
0.2809459865093231,
0.2448248267173767,
-0.055502988398075104,
0.26872164011001587,
-0.05044205114245415,
-0.008870905265212059,
0.043804269284009933,
-0.03440093994140625,
-0.10841257870197296,
-0.10039348155260086,
0.10061768442392349,
-0.09087688475847244,
-0.12853382527828217,
-0.12072337418794632,
-0.242632657289505,
0.20261327922344208,
-0.180425226688385,
0.023068368434906006,
0.3459426462650299,
-0.09753980487585068,
-0.39480555057525635,
0.09524164348840714,
-0.2833029329776764,
0.06918026506900787,
0.10627041757106781,
-0.3566010296344757,
-0.08913610875606537,
0.26030680537223816,
-0.0016340732108801603,
-0.425748735666275,
0.5468894839286804,
0.17240485548973083,
0.12868216633796692,
-0.3299410045146942,
-0.0014341416535899043,
-0.3207877278327942,
-0.03450971096754074,
-0.5890920758247375,
0.1126355454325676,
0.1176835373044014,
0.44035446643829346,
0.07392621785402298,
-0.07035461813211441,
0.4031084477901459,
-0.40797150135040283,
0.09923962503671646,
0.3735490143299103,
-0.17344193160533905,
-0.030622584745287895,
-0.4397856593132019,
-0.07384752482175827,
0.04228341951966286,
-0.37432244420051575,
0.2847956717014313,
-0.12820696830749512,
-0.014769630506634712,
0.19237162172794342,
-0.020269667729735374,
0.12265091389417648,
0.06268276274204254,
0.5298790335655212,
-0.09794431179761887,
0.00005469910320243798,
-0.09645382314920425,
0.008634934201836586,
-0.2321903109550476,
0.1219586655497551,
-0.20707805454730988,
0.00857600849121809,
-0.02188819646835327,
0.17337539792060852,
-0.20737430453300476,
-0.3919600546360016,
-0.18153391778469086,
0.41765710711479187,
0.31262990832328796,
-0.41869649291038513,
0.19802717864513397,
0.1526593118906021,
-0.1558281034231186,
0.47959399223327637,
0.15036264061927795,
0.2282840758562088,
0.14673294126987457,
-0.03405112400650978,
-0.3561268746852875,
-0.10542018711566925,
0.6236688494682312,
-0.18829429149627686,
-0.029361853376030922,
-0.34943878650665283,
0.2549011707305908,
0.44379231333732605,
0.551044225692749,
-0.26457661390304565,
0.0862380638718605,
0.12194327265024185,
0.05357404798269272,
-0.21039441227912903,
0.5777595043182373,
0.18686150014400482,
0.01477066520601511,
-0.07378377765417099,
-0.26480770111083984,
-0.06308911740779877,
-0.0029668877832591534,
-0.3532100021839142,
-0.28143084049224854
] |
https://github.com/huggingface/datasets/issues/2046 | add_faisis_index gets very slow when doing it interatively | Hi,
I am running the add_faiss_index during the training process of the RAG from the master process (rank 0). But at the exact moment, I do not run any other process since I do it in every 5000 training steps.
I think what you say is correct. It depends on the number of CPU cores. I did an experiment to compare the time taken to finish the add_faiss_index process on use_own_knowleldge_dataset.py vs the training loop thing. The training loop thing takes 40 mins more. It might be natural right?
at the moment it uses around 40 cores of a 96 core machine (I am fine-tuning the entire process). | As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
| 108 | add_faisis_index gets very slow when doing it interatively
As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
Hi,
I am running the add_faiss_index during the training process of the RAG from the master process (rank 0). But at the exact moment, I do not run any other process since I do it in every 5000 training steps.
I think what you say is correct. It depends on the number of CPU cores. I did an experiment to compare the time taken to finish the add_faiss_index process on use_own_knowleldge_dataset.py vs the training loop thing. The training loop thing takes 40 mins more. It might be natural right?
at the moment it uses around 40 cores of a 96 core machine (I am fine-tuning the entire process). | [
-0.49882426857948303,
-0.26827821135520935,
-0.024500802159309387,
0.12822844088077545,
0.059439767152071,
0.20778393745422363,
0.12146293371915817,
0.424129843711853,
0.2917422652244568,
0.2924969494342804,
-0.11882511526346207,
0.18831509351730347,
0.13721297681331635,
0.08582092076539993,
-0.13625647127628326,
0.17504262924194336,
0.23703262209892273,
0.085334412753582,
0.26079800724983215,
-0.1344141811132431,
-0.3274792730808258,
-0.30906447768211365,
-0.1589120626449585,
-0.25786224007606506,
-0.40069231390953064,
-0.09581870585680008,
-0.24362216889858246,
-0.08205043524503708,
0.1982472836971283,
-0.47291645407676697,
-0.13753260672092438,
0.1398429274559021,
0.3402584493160248,
0.25829294323921204,
-0.00012204971426399425,
0.05567660555243492,
0.22800791263580322,
0.06546296179294586,
-0.22299756109714508,
0.6411958336830139,
0.3400726914405823,
-0.06948840618133545,
-0.17511016130447388,
-0.3107709586620331,
-0.14555539190769196,
-0.1110420823097229,
0.08107972890138626,
-0.046929746866226196,
-0.16636499762535095,
0.19430115818977356,
0.026624053716659546,
-0.05828651040792465,
0.052254825830459595,
-0.015400376170873642,
0.4025115668773651,
-0.0755913034081459,
-0.06917718797922134,
0.31747138500213623,
0.1635129153728485,
-0.07223787903785706,
0.09974309802055359,
0.4481078088283539,
0.1206413134932518,
-0.22677725553512573,
0.10890393704175949,
0.20516155660152435,
0.7838166952133179,
0.02243974804878235,
0.06526792794466019,
0.15266957879066467,
0.015340343117713928,
-0.09055263549089432,
-0.443008691072464,
-0.10290376842021942,
0.4257138669490814,
-0.6180593967437744,
-0.06740126758813858,
-0.08374200016260147,
-0.10147474706172943,
0.05386023595929146,
0.1745855063199997,
-0.030229715630412102,
0.03631801903247833,
0.04745089262723923,
0.17489956319332123,
0.16535739600658417,
0.3874708414077759,
-0.05990241467952728,
0.5584333539009094,
0.04244744032621384,
-0.11685466021299362,
0.04488252475857735,
-0.0920773297548294,
0.012196335010230541,
-0.6050297617912292,
0.08808468282222748,
-0.030915843322873116,
-0.0993313416838646,
-0.09268704801797867,
0.017801953479647636,
-0.3694859743118286,
0.006165648344904184,
0.2365599423646927,
0.0033363497350364923,
-0.18306466937065125,
-0.0902583971619606,
-0.5061047673225403,
0.05588098615407944,
0.08390173316001892,
0.10628709942102432,
-0.3780878484249115,
0.0992341935634613,
-0.0033381283283233643,
-0.0043098581954836845,
-0.32598063349723816,
-0.29813525080680847,
-0.22889026999473572,
0.22280706465244293,
-0.18114228546619415,
0.07718804478645325,
-0.40396830439567566,
-0.2522764801979065,
0.2050725668668747,
0.4162214994430542,
-0.11774410307407379,
-0.07613665610551834,
0.010839437134563923,
-0.03461559861898422,
-0.23442770540714264,
0.17616906762123108,
-0.2220170646905899,
0.230660080909729,
-0.031963787972927094,
0.5045983195304871,
-0.02910623513162136,
-0.22139422595500946,
-0.08906898647546768,
-0.021730657666921616,
0.08396384865045547,
-0.007842419669032097,
-0.04416358843445778,
-0.29989323019981384,
0.24666792154312134,
0.07492318749427795,
-0.26321426033973694,
-0.0676850825548172,
-0.09395191818475723,
0.12111034244298935,
-0.22782327234745026,
0.22150824964046478,
-0.21739467978477478,
-0.36510223150253296,
0.02715788595378399,
0.01933111622929573,
0.3086775839328766,
-0.06309258937835693,
0.4208229184150696,
0.11439721286296844,
0.17301848530769348,
0.16133517026901245,
0.15917645394802094,
-0.13144344091415405,
-0.26802125573158264,
0.08318649977445602,
0.22678394615650177,
0.3627384305000305,
0.09372176229953766,
0.034771163016557693,
0.2980126738548279,
0.3901304304599762,
0.21240505576133728,
0.39999380707740784,
-0.11594892293214798,
0.6762601137161255,
-0.32000401616096497,
0.08429210633039474,
0.2451203614473343,
-0.25537848472595215,
-0.2924264967441559,
0.18690460920333862,
-0.16636402904987335,
-0.07732588797807693,
0.32966315746307373,
0.5182706713676453,
0.31202951073646545,
0.08701563626527786,
0.34109318256378174,
0.30625542998313904,
0.00902649201452732,
-0.031247306615114212,
-0.4050687849521637,
-0.05827170982956886,
0.2639196813106537,
0.3804076910018921,
-0.3354525566101074,
0.10174062848091125,
-0.040181465446949005,
-0.32988062500953674,
0.6009740233421326,
-0.4761059880256653,
-0.12176213413476944,
0.06805813312530518,
0.3615734875202179,
0.33938679099082947,
0.2328696995973587,
0.27611035108566284,
0.14954213798046112,
0.16262602806091309,
0.09601449221372604,
0.09878889471292496,
0.1701553463935852,
-0.4183505177497864,
0.2156297266483307,
-0.02575014904141426,
-0.21819250285625458,
0.10788197070360184,
-0.06097814068198204,
0.15002501010894775,
-0.04567669704556465,
-0.19987307488918304,
-0.15688681602478027,
0.5427840352058411,
-0.615797758102417,
0.027946149930357933,
-0.24889658391475677,
-0.15608298778533936,
0.007015147712081671,
-0.21342599391937256,
-0.0342438630759716,
0.1429586410522461,
0.05249624699354172,
-0.3868664503097534,
-0.053833141922950745,
0.10286086052656174,
0.1266249418258667,
-0.18767639994621277,
0.5111070275306702,
-0.11369612067937851,
-0.037036772817373276,
0.29622212052345276,
0.04495333135128021,
-0.15126502513885498,
0.10901666432619095,
-0.1937614381313324,
-0.0018786939326673746,
0.4852040112018585,
0.348783940076828,
0.24583379924297333,
-0.021493790671229362,
-0.23320843279361725,
0.04702914506196976,
-0.04065045341849327,
-0.07938706129789352,
0.22752587497234344,
0.07994377613067627,
0.13025294244289398,
0.409172385931015,
-0.033335525542497635,
-0.3332445025444031,
0.2324640303850174,
0.18577706813812256,
-0.20312990248203278,
-0.4314081072807312,
0.27104198932647705,
0.3516995310783386,
-0.03689766302704811,
-0.3497084677219391,
-0.5220087170600891,
0.23602674901485443,
0.31859877705574036,
0.18839353322982788,
-0.07165404409170151,
-0.02765103615820408,
-0.24728143215179443,
0.16910947859287262,
0.05655350908637047,
-0.04837210476398468,
0.10004787892103195,
0.17664200067520142,
-0.21454474329948425,
-0.20678988099098206,
-0.2552962005138397,
-0.13639681041240692,
0.4286458492279053,
-0.04433870315551758,
0.30944040417671204,
0.17776265740394592,
0.2771869897842407,
-0.12472452968358994,
-0.1249765008687973,
0.288752019405365,
0.008840441703796387,
0.04161085933446884,
-0.10893554985523224,
-0.03623880445957184,
0.19310900568962097,
-0.04694970324635506,
0.36491888761520386,
0.19579416513442993,
-0.32509055733680725,
0.019844286143779755,
-0.09847083687782288,
-0.12149498611688614,
-0.07897848635911942,
0.12100525945425034,
-0.15055014193058014,
0.11739997565746307,
0.043947670608758926,
-0.05258079990744591,
-0.18513640761375427,
-0.08627132326364517,
-0.1575877070426941,
-0.07947695255279541,
-0.2974512279033661,
-0.1662350296974182,
-0.24606843292713165,
-0.12503769993782043,
-0.11964450776576996,
0.004330579191446304,
0.0005504606524482369,
-0.010686952620744705,
-0.04048753157258034,
-0.2826741635799408,
-0.15883666276931763,
0.06079476326704025,
-0.29363352060317993,
-0.21670202910900116,
-0.17391912639141083,
0.22814130783081055,
-0.024399638175964355,
0.09305882453918457,
-0.11566931754350662,
0.06675166636705399,
0.12224092334508896,
-0.0957009419798851,
-0.1543302685022354,
-0.0534617118537426,
-0.23314307630062103,
0.2917097210884094,
0.14917242527008057,
0.046831462532281876,
-0.0794370248913765,
-0.4122962951660156,
-0.014396958984434605,
0.4969033896923065,
-0.5218711495399475,
-0.040799517184495926,
-0.3583909571170807,
0.2859594225883484,
-0.3150937855243683,
0.458298921585083,
0.05670680105686188,
-0.24624888598918915,
-0.13801392912864685,
0.3644827604293823,
0.17451028525829315,
0.38753044605255127,
-0.06171327456831932,
0.05497738718986511,
-0.08791763335466385,
0.2675449550151825,
-0.11497532576322556,
0.5162416696548462,
0.32723158597946167,
-0.21369847655296326,
-0.047819457948207855,
-0.26239633560180664,
0.11595174670219421,
0.052770111709833145,
-0.13988173007965088,
0.2965240776538849,
0.08347784727811813,
-0.3149952292442322,
0.1665278822183609,
-0.2887440323829651,
-0.4117943346500397,
0.03204244002699852,
-0.0527595579624176,
0.1982455551624298,
-0.24431078135967255,
0.31699225306510925,
0.04895063117146492,
0.49109962582588196,
-0.17805010080337524,
0.29109612107276917,
-0.2383602410554886,
-0.17670398950576782,
0.19751477241516113,
0.2727530002593994,
0.2449011355638504,
-0.16755743324756622,
0.02649645321071148,
-0.5409093499183655,
-0.421677827835083,
0.28344085812568665,
0.16747960448265076,
0.23528353869915009,
0.2791197597980499,
-0.10083501785993576,
0.5258054137229919,
-0.15621203184127808,
0.7999858260154724,
0.0206834077835083,
-0.3363375663757324,
0.38449087738990784,
-0.16181997954845428,
0.052876416593790054,
-0.2177928239107132,
-0.18270893394947052,
-0.06598951667547226,
0.23377379775047302,
0.4407469630241394,
-0.09317754209041595,
-0.24796470999717712,
0.6446051001548767,
0.06708776205778122,
-0.14724837243556976,
-0.3441516160964966,
-0.18618205189704895,
-0.3543059527873993,
-0.041218943893909454,
0.7678550481796265,
-0.12169056385755539,
0.15568961203098297,
0.18221955001354218,
-0.0512346550822258,
-0.3818883001804352,
0.15986619889736176,
0.23867474496364594,
-0.005119742825627327,
0.05058307573199272,
0.4557841718196869,
0.43481042981147766,
0.07141751050949097,
0.0007319067372009158,
0.11927418410778046,
-0.036911290138959885,
-0.3043968677520752,
0.07315223664045334,
-0.1888461410999298,
-0.25568529963493347,
0.379942387342453,
0.7006737589836121,
0.18687668442726135,
0.24840733408927917,
-0.21023090183734894,
0.37758868932724,
-0.1914457231760025,
0.024531112983822823,
0.43831270933151245,
-0.002062194049358368,
-0.17877252399921417,
-0.5383260250091553,
0.31127890944480896,
0.20342282950878143,
0.07330281287431717,
0.060861214995384216,
-0.07573027908802032,
-0.016380347311496735,
0.30217087268829346,
0.1249999925494194,
0.9838243722915649,
-0.02691962942481041,
0.1929832547903061,
0.5063086152076721,
0.004840589128434658,
-0.24390451610088348,
-0.6487342119216919,
0.36927682161331177,
-0.33292126655578613,
-0.2241525799036026,
0.1931164562702179,
-0.10114146769046783,
-0.08476846665143967,
0.07353442162275314,
-0.039342787116765976,
0.09914487600326538,
-0.047275446355342865,
-0.08625619858503342,
-0.25860172510147095,
0.3895537555217743,
0.3151942193508148,
-0.4278399646282196,
0.024883057922124863,
0.0013510254211723804,
0.2714568078517914,
-0.09871600568294525,
0.12781575322151184,
-0.16340012848377228,
-0.11088655889034271,
0.018440984189510345,
0.12517410516738892,
-0.0791136622428894,
-0.12837843596935272,
0.013058449141681194,
-0.04877298325300217,
-0.08731182664632797,
-0.232926145195961,
-0.3244182765483856,
0.46041905879974365,
-0.02994643710553646,
0.09953416138887405,
0.08158383518457413,
-0.09911013394594193,
0.07216362655162811,
-0.08676929026842117,
-0.49708321690559387,
0.22654153406620026,
0.0808124989271164,
-0.17367757856845856,
0.1493709236383438,
0.07872668653726578,
-0.3227713704109192,
-0.1460990458726883,
0.17443028092384338,
0.020577240735292435,
0.007548075169324875,
-0.03673753887414932,
0.31799888610839844,
-0.26263728737831116,
-0.23356527090072632,
0.02005961164832115,
0.09207762032747269,
-0.4317518472671509,
0.5605170130729675,
-0.3023819327354431,
-0.38006824254989624,
-0.054655522108078,
0.016695648431777954,
0.30580800771713257,
0.05603788420557976,
0.26237085461616516,
-0.0891195759177208,
-0.3048812747001648,
-0.15467683970928192,
-0.3024292290210724,
0.061282847076654434,
0.03862520307302475,
0.09388820081949234,
0.3024209439754486,
-0.006131275556981564,
0.02539917454123497,
-0.23266452550888062,
-0.32271745800971985,
-0.14176981151103973,
-0.3823907673358917,
0.1146000474691391,
-0.3576402962207794,
-0.1850680708885193,
0.2572285234928131,
0.3836848735809326,
0.03601778298616409,
0.23422391712665558,
-0.4448952376842499,
0.25904718041419983,
-0.21766971051692963,
-0.06533902883529663,
-0.031239528208971024,
0.2600191831588745,
-0.03270886093378067,
-0.2574276030063629,
0.1754397302865982,
0.2162696272134781,
0.11998913437128067,
0.14120355248451233,
0.03736573085188866,
-0.1117987260222435,
0.10294876247644424,
0.1834249347448349,
-0.11074664443731308,
0.16845057904720306,
0.08115547895431519,
-0.1483059972524643,
-0.3009880781173706,
-0.26529812812805176,
0.13436605036258698,
-0.11070296168327332,
-0.025854986160993576,
-0.13035948574543,
-0.12170922756195068,
-0.11248783767223358,
0.3323768377304077,
0.2738248407840729,
0.2040049135684967,
0.2833092510700226,
-0.07349912077188492,
0.07670185714960098,
-0.242833212018013,
-0.2653929889202118,
-0.05103721097111702,
0.1903247982263565,
0.061643991619348526,
0.08636786043643951,
-0.09186612069606781,
-0.17318780720233917,
-0.3799477815628052,
-0.0381179042160511,
0.03176894411444664,
0.4498938322067261,
0.04249393194913864,
-0.28836652636528015,
0.18529601395130157,
0.037937231361866,
-0.2797204554080963,
-0.1952764391899109,
0.36242690682411194,
-0.45070144534111023,
0.20022888481616974,
0.4017176926136017,
0.264575332403183,
0.16572357714176178,
-0.4832741916179657,
0.09376326948404312,
-0.23451700806617737,
0.09630575776100159,
-0.4337073266506195,
-0.09045102447271347,
0.3514745235443115,
-0.1948997974395752,
0.2041250616312027,
0.3052140772342682,
0.23111993074417114,
0.608918309211731,
0.03142382949590683,
0.27529004216194153,
0.18787717819213867,
0.21332718431949615,
-0.32170340418815613,
-0.17983657121658325,
0.29066896438598633,
0.23226867616176605,
-0.03177293762564659,
-0.20784491300582886,
0.009094808250665665,
0.234734445810318,
0.24403557181358337,
-0.5169647336006165,
-0.2611280381679535,
0.1630207896232605,
-0.12201986461877823,
-0.12818105518817902,
0.41174909472465515,
0.056770458817481995,
-0.27808162569999695,
0.22702665627002716,
0.0776640847325325,
0.19237351417541504,
-0.1272481083869934,
0.2008739858865738,
0.2934538424015045,
0.22120051085948944,
-0.02311350777745247,
0.09102419763803482,
0.43377068638801575,
-0.3367399573326111,
-0.20791500806808472,
-0.011150526814162731,
-0.0027166465297341347,
0.023589380085468292,
-0.15122292935848236,
0.2809459865093231,
0.2448248267173767,
-0.055502988398075104,
0.26872164011001587,
-0.05044205114245415,
-0.008870905265212059,
0.043804269284009933,
-0.03440093994140625,
-0.10841257870197296,
-0.10039348155260086,
0.10061768442392349,
-0.09087688475847244,
-0.12853382527828217,
-0.12072337418794632,
-0.242632657289505,
0.20261327922344208,
-0.180425226688385,
0.023068368434906006,
0.3459426462650299,
-0.09753980487585068,
-0.39480555057525635,
0.09524164348840714,
-0.2833029329776764,
0.06918026506900787,
0.10627041757106781,
-0.3566010296344757,
-0.08913610875606537,
0.26030680537223816,
-0.0016340732108801603,
-0.425748735666275,
0.5468894839286804,
0.17240485548973083,
0.12868216633796692,
-0.3299410045146942,
-0.0014341416535899043,
-0.3207877278327942,
-0.03450971096754074,
-0.5890920758247375,
0.1126355454325676,
0.1176835373044014,
0.44035446643829346,
0.07392621785402298,
-0.07035461813211441,
0.4031084477901459,
-0.40797150135040283,
0.09923962503671646,
0.3735490143299103,
-0.17344193160533905,
-0.030622584745287895,
-0.4397856593132019,
-0.07384752482175827,
0.04228341951966286,
-0.37432244420051575,
0.2847956717014313,
-0.12820696830749512,
-0.014769630506634712,
0.19237162172794342,
-0.020269667729735374,
0.12265091389417648,
0.06268276274204254,
0.5298790335655212,
-0.09794431179761887,
0.00005469910320243798,
-0.09645382314920425,
0.008634934201836586,
-0.2321903109550476,
0.1219586655497551,
-0.20707805454730988,
0.00857600849121809,
-0.02188819646835327,
0.17337539792060852,
-0.20737430453300476,
-0.3919600546360016,
-0.18153391778469086,
0.41765710711479187,
0.31262990832328796,
-0.41869649291038513,
0.19802717864513397,
0.1526593118906021,
-0.1558281034231186,
0.47959399223327637,
0.15036264061927795,
0.2282840758562088,
0.14673294126987457,
-0.03405112400650978,
-0.3561268746852875,
-0.10542018711566925,
0.6236688494682312,
-0.18829429149627686,
-0.029361853376030922,
-0.34943878650665283,
0.2549011707305908,
0.44379231333732605,
0.551044225692749,
-0.26457661390304565,
0.0862380638718605,
0.12194327265024185,
0.05357404798269272,
-0.21039441227912903,
0.5777595043182373,
0.18686150014400482,
0.01477066520601511,
-0.07378377765417099,
-0.26480770111083984,
-0.06308911740779877,
-0.0029668877832591534,
-0.3532100021839142,
-0.28143084049224854
] |
https://github.com/huggingface/datasets/issues/2046 | add_faisis_index gets very slow when doing it interatively | Can you try to set the number of threads manually ?
If you set the same number of threads for both the `use_own_knowledge_dataset.py` and RAG training, it should take the same amount of time.
You can see how to set the number of thread in the faiss wiki: https://github.com/facebookresearch/faiss/wiki/Threads-and-asynchronous-calls | As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
| 49 | add_faisis_index gets very slow when doing it interatively
As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any way to make this process faster?
@lhoestq
```
def training_step(self, batch, batch_idx) -> Dict:
if (not batch_idx==0) and (batch_idx%5==0):
print("******************************************************")
ctx_encoder=self.trainer.model.module.module.model.rag.ctx_encoder
model_copy =type(ctx_encoder)(self.config_dpr) # get a new instance #this will be load in the CPU
model_copy.load_state_dict(ctx_encoder.state_dict()) # copy weights and stuff
list_of_gpus = ['cuda:2','cuda:3']
c_dir='/custom/cache/dir'
kb_dataset = load_dataset("csv", data_files=[self.custom_config.csv_path], split="train", delimiter="\t", column_names=["title", "text"],cache_dir=c_dir)
print(kb_dataset)
n=len(list_of_gpus) #nunber of dedicated GPUs
kb_list=[kb_dataset.shard(n, i, contiguous=True) for i in range(n)]
#kb_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/haha-dir')
print(self.trainer.global_rank)
dataset_shards = self.re_encode_kb(model_copy.to(device=list_of_gpus[self.trainer.global_rank]),kb_list[self.trainer.global_rank])
output = [None for _ in list_of_gpus]
#self.trainer.accelerator_connector.accelerator.barrier("embedding_process")
dist.all_gather_object(output, dataset_shards)
#This creation and re-initlaization of the new index
if (self.trainer.global_rank==0): #saving will be done in the main process
combined_dataset = concatenate_datasets(output)
passages_path =self.config.passages_path
logger.info("saving the dataset with ")
#combined_dataset.save_to_disk('/hpc/gsir059/MY-Test/RAY/transformers/examples/research_projects/rag/MY-Passage')
combined_dataset.save_to_disk(passages_path)
logger.info("Add faiss index to the dataset that consist of embeddings")
embedding_dataset=combined_dataset
index = faiss.IndexHNSWFlat(768, 128, faiss.METRIC_INNER_PRODUCT)
embedding_dataset.add_faiss_index("embeddings", custom_index=index)
embedding_dataset.get_index("embeddings").save(self.config.index_path)
Can you try to set the number of threads manually ?
If you set the same number of threads for both the `use_own_knowledge_dataset.py` and RAG training, it should take the same amount of time.
You can see how to set the number of thread in the faiss wiki: https://github.com/facebookresearch/faiss/wiki/Threads-and-asynchronous-calls | [
-0.49882426857948303,
-0.26827821135520935,
-0.024500802159309387,
0.12822844088077545,
0.059439767152071,
0.20778393745422363,
0.12146293371915817,
0.424129843711853,
0.2917422652244568,
0.2924969494342804,
-0.11882511526346207,
0.18831509351730347,
0.13721297681331635,
0.08582092076539993,
-0.13625647127628326,
0.17504262924194336,
0.23703262209892273,
0.085334412753582,
0.26079800724983215,
-0.1344141811132431,
-0.3274792730808258,
-0.30906447768211365,
-0.1589120626449585,
-0.25786224007606506,
-0.40069231390953064,
-0.09581870585680008,
-0.24362216889858246,
-0.08205043524503708,
0.1982472836971283,
-0.47291645407676697,
-0.13753260672092438,
0.1398429274559021,
0.3402584493160248,
0.25829294323921204,
-0.00012204971426399425,
0.05567660555243492,
0.22800791263580322,
0.06546296179294586,
-0.22299756109714508,
0.6411958336830139,
0.3400726914405823,
-0.06948840618133545,
-0.17511016130447388,
-0.3107709586620331,
-0.14555539190769196,
-0.1110420823097229,
0.08107972890138626,
-0.046929746866226196,
-0.16636499762535095,
0.19430115818977356,
0.026624053716659546,
-0.05828651040792465,
0.052254825830459595,
-0.015400376170873642,
0.4025115668773651,
-0.0755913034081459,
-0.06917718797922134,
0.31747138500213623,
0.1635129153728485,
-0.07223787903785706,
0.09974309802055359,
0.4481078088283539,
0.1206413134932518,
-0.22677725553512573,
0.10890393704175949,
0.20516155660152435,
0.7838166952133179,
0.02243974804878235,
0.06526792794466019,
0.15266957879066467,
0.015340343117713928,
-0.09055263549089432,
-0.443008691072464,
-0.10290376842021942,
0.4257138669490814,
-0.6180593967437744,
-0.06740126758813858,
-0.08374200016260147,
-0.10147474706172943,
0.05386023595929146,
0.1745855063199997,
-0.030229715630412102,
0.03631801903247833,
0.04745089262723923,
0.17489956319332123,
0.16535739600658417,
0.3874708414077759,
-0.05990241467952728,
0.5584333539009094,
0.04244744032621384,
-0.11685466021299362,
0.04488252475857735,
-0.0920773297548294,
0.012196335010230541,
-0.6050297617912292,
0.08808468282222748,
-0.030915843322873116,
-0.0993313416838646,
-0.09268704801797867,
0.017801953479647636,
-0.3694859743118286,
0.006165648344904184,
0.2365599423646927,
0.0033363497350364923,
-0.18306466937065125,
-0.0902583971619606,
-0.5061047673225403,
0.05588098615407944,
0.08390173316001892,
0.10628709942102432,
-0.3780878484249115,
0.0992341935634613,
-0.0033381283283233643,
-0.0043098581954836845,
-0.32598063349723816,
-0.29813525080680847,
-0.22889026999473572,
0.22280706465244293,
-0.18114228546619415,
0.07718804478645325,
-0.40396830439567566,
-0.2522764801979065,
0.2050725668668747,
0.4162214994430542,
-0.11774410307407379,
-0.07613665610551834,
0.010839437134563923,
-0.03461559861898422,
-0.23442770540714264,
0.17616906762123108,
-0.2220170646905899,
0.230660080909729,
-0.031963787972927094,
0.5045983195304871,
-0.02910623513162136,
-0.22139422595500946,
-0.08906898647546768,
-0.021730657666921616,
0.08396384865045547,
-0.007842419669032097,
-0.04416358843445778,
-0.29989323019981384,
0.24666792154312134,
0.07492318749427795,
-0.26321426033973694,
-0.0676850825548172,
-0.09395191818475723,
0.12111034244298935,
-0.22782327234745026,
0.22150824964046478,
-0.21739467978477478,
-0.36510223150253296,
0.02715788595378399,
0.01933111622929573,
0.3086775839328766,
-0.06309258937835693,
0.4208229184150696,
0.11439721286296844,
0.17301848530769348,
0.16133517026901245,
0.15917645394802094,
-0.13144344091415405,
-0.26802125573158264,
0.08318649977445602,
0.22678394615650177,
0.3627384305000305,
0.09372176229953766,
0.034771163016557693,
0.2980126738548279,
0.3901304304599762,
0.21240505576133728,
0.39999380707740784,
-0.11594892293214798,
0.6762601137161255,
-0.32000401616096497,
0.08429210633039474,
0.2451203614473343,
-0.25537848472595215,
-0.2924264967441559,
0.18690460920333862,
-0.16636402904987335,
-0.07732588797807693,
0.32966315746307373,
0.5182706713676453,
0.31202951073646545,
0.08701563626527786,
0.34109318256378174,
0.30625542998313904,
0.00902649201452732,
-0.031247306615114212,
-0.4050687849521637,
-0.05827170982956886,
0.2639196813106537,
0.3804076910018921,
-0.3354525566101074,
0.10174062848091125,
-0.040181465446949005,
-0.32988062500953674,
0.6009740233421326,
-0.4761059880256653,
-0.12176213413476944,
0.06805813312530518,
0.3615734875202179,
0.33938679099082947,
0.2328696995973587,
0.27611035108566284,
0.14954213798046112,
0.16262602806091309,
0.09601449221372604,
0.09878889471292496,
0.1701553463935852,
-0.4183505177497864,
0.2156297266483307,
-0.02575014904141426,
-0.21819250285625458,
0.10788197070360184,
-0.06097814068198204,
0.15002501010894775,
-0.04567669704556465,
-0.19987307488918304,
-0.15688681602478027,
0.5427840352058411,
-0.615797758102417,
0.027946149930357933,
-0.24889658391475677,
-0.15608298778533936,
0.007015147712081671,
-0.21342599391937256,
-0.0342438630759716,
0.1429586410522461,
0.05249624699354172,
-0.3868664503097534,
-0.053833141922950745,
0.10286086052656174,
0.1266249418258667,
-0.18767639994621277,
0.5111070275306702,
-0.11369612067937851,
-0.037036772817373276,
0.29622212052345276,
0.04495333135128021,
-0.15126502513885498,
0.10901666432619095,
-0.1937614381313324,
-0.0018786939326673746,
0.4852040112018585,
0.348783940076828,
0.24583379924297333,
-0.021493790671229362,
-0.23320843279361725,
0.04702914506196976,
-0.04065045341849327,
-0.07938706129789352,
0.22752587497234344,
0.07994377613067627,
0.13025294244289398,
0.409172385931015,
-0.033335525542497635,
-0.3332445025444031,
0.2324640303850174,
0.18577706813812256,
-0.20312990248203278,
-0.4314081072807312,
0.27104198932647705,
0.3516995310783386,
-0.03689766302704811,
-0.3497084677219391,
-0.5220087170600891,
0.23602674901485443,
0.31859877705574036,
0.18839353322982788,
-0.07165404409170151,
-0.02765103615820408,
-0.24728143215179443,
0.16910947859287262,
0.05655350908637047,
-0.04837210476398468,
0.10004787892103195,
0.17664200067520142,
-0.21454474329948425,
-0.20678988099098206,
-0.2552962005138397,
-0.13639681041240692,
0.4286458492279053,
-0.04433870315551758,
0.30944040417671204,
0.17776265740394592,
0.2771869897842407,
-0.12472452968358994,
-0.1249765008687973,
0.288752019405365,
0.008840441703796387,
0.04161085933446884,
-0.10893554985523224,
-0.03623880445957184,
0.19310900568962097,
-0.04694970324635506,
0.36491888761520386,
0.19579416513442993,
-0.32509055733680725,
0.019844286143779755,
-0.09847083687782288,
-0.12149498611688614,
-0.07897848635911942,
0.12100525945425034,
-0.15055014193058014,
0.11739997565746307,
0.043947670608758926,
-0.05258079990744591,
-0.18513640761375427,
-0.08627132326364517,
-0.1575877070426941,
-0.07947695255279541,
-0.2974512279033661,
-0.1662350296974182,
-0.24606843292713165,
-0.12503769993782043,
-0.11964450776576996,
0.004330579191446304,
0.0005504606524482369,
-0.010686952620744705,
-0.04048753157258034,
-0.2826741635799408,
-0.15883666276931763,
0.06079476326704025,
-0.29363352060317993,
-0.21670202910900116,
-0.17391912639141083,
0.22814130783081055,
-0.024399638175964355,
0.09305882453918457,
-0.11566931754350662,
0.06675166636705399,
0.12224092334508896,
-0.0957009419798851,
-0.1543302685022354,
-0.0534617118537426,
-0.23314307630062103,
0.2917097210884094,
0.14917242527008057,
0.046831462532281876,
-0.0794370248913765,
-0.4122962951660156,
-0.014396958984434605,
0.4969033896923065,
-0.5218711495399475,
-0.040799517184495926,
-0.3583909571170807,
0.2859594225883484,
-0.3150937855243683,
0.458298921585083,
0.05670680105686188,
-0.24624888598918915,
-0.13801392912864685,
0.3644827604293823,
0.17451028525829315,
0.38753044605255127,
-0.06171327456831932,
0.05497738718986511,
-0.08791763335466385,
0.2675449550151825,
-0.11497532576322556,
0.5162416696548462,
0.32723158597946167,
-0.21369847655296326,
-0.047819457948207855,
-0.26239633560180664,
0.11595174670219421,
0.052770111709833145,
-0.13988173007965088,
0.2965240776538849,
0.08347784727811813,
-0.3149952292442322,
0.1665278822183609,
-0.2887440323829651,
-0.4117943346500397,
0.03204244002699852,
-0.0527595579624176,
0.1982455551624298,
-0.24431078135967255,
0.31699225306510925,
0.04895063117146492,
0.49109962582588196,
-0.17805010080337524,
0.29109612107276917,
-0.2383602410554886,
-0.17670398950576782,
0.19751477241516113,
0.2727530002593994,
0.2449011355638504,
-0.16755743324756622,
0.02649645321071148,
-0.5409093499183655,
-0.421677827835083,
0.28344085812568665,
0.16747960448265076,
0.23528353869915009,
0.2791197597980499,
-0.10083501785993576,
0.5258054137229919,
-0.15621203184127808,
0.7999858260154724,
0.0206834077835083,
-0.3363375663757324,
0.38449087738990784,
-0.16181997954845428,
0.052876416593790054,
-0.2177928239107132,
-0.18270893394947052,
-0.06598951667547226,
0.23377379775047302,
0.4407469630241394,
-0.09317754209041595,
-0.24796470999717712,
0.6446051001548767,
0.06708776205778122,
-0.14724837243556976,
-0.3441516160964966,
-0.18618205189704895,
-0.3543059527873993,
-0.041218943893909454,
0.7678550481796265,
-0.12169056385755539,
0.15568961203098297,
0.18221955001354218,
-0.0512346550822258,
-0.3818883001804352,
0.15986619889736176,
0.23867474496364594,
-0.005119742825627327,
0.05058307573199272,
0.4557841718196869,
0.43481042981147766,
0.07141751050949097,
0.0007319067372009158,
0.11927418410778046,
-0.036911290138959885,
-0.3043968677520752,
0.07315223664045334,
-0.1888461410999298,
-0.25568529963493347,
0.379942387342453,
0.7006737589836121,
0.18687668442726135,
0.24840733408927917,
-0.21023090183734894,
0.37758868932724,
-0.1914457231760025,
0.024531112983822823,
0.43831270933151245,
-0.002062194049358368,
-0.17877252399921417,
-0.5383260250091553,
0.31127890944480896,
0.20342282950878143,
0.07330281287431717,
0.060861214995384216,
-0.07573027908802032,
-0.016380347311496735,
0.30217087268829346,
0.1249999925494194,
0.9838243722915649,
-0.02691962942481041,
0.1929832547903061,
0.5063086152076721,
0.004840589128434658,
-0.24390451610088348,
-0.6487342119216919,
0.36927682161331177,
-0.33292126655578613,
-0.2241525799036026,
0.1931164562702179,
-0.10114146769046783,
-0.08476846665143967,
0.07353442162275314,
-0.039342787116765976,
0.09914487600326538,
-0.047275446355342865,
-0.08625619858503342,
-0.25860172510147095,
0.3895537555217743,
0.3151942193508148,
-0.4278399646282196,
0.024883057922124863,
0.0013510254211723804,
0.2714568078517914,
-0.09871600568294525,
0.12781575322151184,
-0.16340012848377228,
-0.11088655889034271,
0.018440984189510345,
0.12517410516738892,
-0.0791136622428894,
-0.12837843596935272,
0.013058449141681194,
-0.04877298325300217,
-0.08731182664632797,
-0.232926145195961,
-0.3244182765483856,
0.46041905879974365,
-0.02994643710553646,
0.09953416138887405,
0.08158383518457413,
-0.09911013394594193,
0.07216362655162811,
-0.08676929026842117,
-0.49708321690559387,
0.22654153406620026,
0.0808124989271164,
-0.17367757856845856,
0.1493709236383438,
0.07872668653726578,
-0.3227713704109192,
-0.1460990458726883,
0.17443028092384338,
0.020577240735292435,
0.007548075169324875,
-0.03673753887414932,
0.31799888610839844,
-0.26263728737831116,
-0.23356527090072632,
0.02005961164832115,
0.09207762032747269,
-0.4317518472671509,
0.5605170130729675,
-0.3023819327354431,
-0.38006824254989624,
-0.054655522108078,
0.016695648431777954,
0.30580800771713257,
0.05603788420557976,
0.26237085461616516,
-0.0891195759177208,
-0.3048812747001648,
-0.15467683970928192,
-0.3024292290210724,
0.061282847076654434,
0.03862520307302475,
0.09388820081949234,
0.3024209439754486,
-0.006131275556981564,
0.02539917454123497,
-0.23266452550888062,
-0.32271745800971985,
-0.14176981151103973,
-0.3823907673358917,
0.1146000474691391,
-0.3576402962207794,
-0.1850680708885193,
0.2572285234928131,
0.3836848735809326,
0.03601778298616409,
0.23422391712665558,
-0.4448952376842499,
0.25904718041419983,
-0.21766971051692963,
-0.06533902883529663,
-0.031239528208971024,
0.2600191831588745,
-0.03270886093378067,
-0.2574276030063629,
0.1754397302865982,
0.2162696272134781,
0.11998913437128067,
0.14120355248451233,
0.03736573085188866,
-0.1117987260222435,
0.10294876247644424,
0.1834249347448349,
-0.11074664443731308,
0.16845057904720306,
0.08115547895431519,
-0.1483059972524643,
-0.3009880781173706,
-0.26529812812805176,
0.13436605036258698,
-0.11070296168327332,
-0.025854986160993576,
-0.13035948574543,
-0.12170922756195068,
-0.11248783767223358,
0.3323768377304077,
0.2738248407840729,
0.2040049135684967,
0.2833092510700226,
-0.07349912077188492,
0.07670185714960098,
-0.242833212018013,
-0.2653929889202118,
-0.05103721097111702,
0.1903247982263565,
0.061643991619348526,
0.08636786043643951,
-0.09186612069606781,
-0.17318780720233917,
-0.3799477815628052,
-0.0381179042160511,
0.03176894411444664,
0.4498938322067261,
0.04249393194913864,
-0.28836652636528015,
0.18529601395130157,
0.037937231361866,
-0.2797204554080963,
-0.1952764391899109,
0.36242690682411194,
-0.45070144534111023,
0.20022888481616974,
0.4017176926136017,
0.264575332403183,
0.16572357714176178,
-0.4832741916179657,
0.09376326948404312,
-0.23451700806617737,
0.09630575776100159,
-0.4337073266506195,
-0.09045102447271347,
0.3514745235443115,
-0.1948997974395752,
0.2041250616312027,
0.3052140772342682,
0.23111993074417114,
0.608918309211731,
0.03142382949590683,
0.27529004216194153,
0.18787717819213867,
0.21332718431949615,
-0.32170340418815613,
-0.17983657121658325,
0.29066896438598633,
0.23226867616176605,
-0.03177293762564659,
-0.20784491300582886,
0.009094808250665665,
0.234734445810318,
0.24403557181358337,
-0.5169647336006165,
-0.2611280381679535,
0.1630207896232605,
-0.12201986461877823,
-0.12818105518817902,
0.41174909472465515,
0.056770458817481995,
-0.27808162569999695,
0.22702665627002716,
0.0776640847325325,
0.19237351417541504,
-0.1272481083869934,
0.2008739858865738,
0.2934538424015045,
0.22120051085948944,
-0.02311350777745247,
0.09102419763803482,
0.43377068638801575,
-0.3367399573326111,
-0.20791500806808472,
-0.011150526814162731,
-0.0027166465297341347,
0.023589380085468292,
-0.15122292935848236,
0.2809459865093231,
0.2448248267173767,
-0.055502988398075104,
0.26872164011001587,
-0.05044205114245415,
-0.008870905265212059,
0.043804269284009933,
-0.03440093994140625,
-0.10841257870197296,
-0.10039348155260086,
0.10061768442392349,
-0.09087688475847244,
-0.12853382527828217,
-0.12072337418794632,
-0.242632657289505,
0.20261327922344208,
-0.180425226688385,
0.023068368434906006,
0.3459426462650299,
-0.09753980487585068,
-0.39480555057525635,
0.09524164348840714,
-0.2833029329776764,
0.06918026506900787,
0.10627041757106781,
-0.3566010296344757,
-0.08913610875606537,
0.26030680537223816,
-0.0016340732108801603,
-0.425748735666275,
0.5468894839286804,
0.17240485548973083,
0.12868216633796692,
-0.3299410045146942,
-0.0014341416535899043,
-0.3207877278327942,
-0.03450971096754074,
-0.5890920758247375,
0.1126355454325676,
0.1176835373044014,
0.44035446643829346,
0.07392621785402298,
-0.07035461813211441,
0.4031084477901459,
-0.40797150135040283,
0.09923962503671646,
0.3735490143299103,
-0.17344193160533905,
-0.030622584745287895,
-0.4397856593132019,
-0.07384752482175827,
0.04228341951966286,
-0.37432244420051575,
0.2847956717014313,
-0.12820696830749512,
-0.014769630506634712,
0.19237162172794342,
-0.020269667729735374,
0.12265091389417648,
0.06268276274204254,
0.5298790335655212,
-0.09794431179761887,
0.00005469910320243798,
-0.09645382314920425,
0.008634934201836586,
-0.2321903109550476,
0.1219586655497551,
-0.20707805454730988,
0.00857600849121809,
-0.02188819646835327,
0.17337539792060852,
-0.20737430453300476,
-0.3919600546360016,
-0.18153391778469086,
0.41765710711479187,
0.31262990832328796,
-0.41869649291038513,
0.19802717864513397,
0.1526593118906021,
-0.1558281034231186,
0.47959399223327637,
0.15036264061927795,
0.2282840758562088,
0.14673294126987457,
-0.03405112400650978,
-0.3561268746852875,
-0.10542018711566925,
0.6236688494682312,
-0.18829429149627686,
-0.029361853376030922,
-0.34943878650665283,
0.2549011707305908,
0.44379231333732605,
0.551044225692749,
-0.26457661390304565,
0.0862380638718605,
0.12194327265024185,
0.05357404798269272,
-0.21039441227912903,
0.5777595043182373,
0.18686150014400482,
0.01477066520601511,
-0.07378377765417099,
-0.26480770111083984,
-0.06308911740779877,
-0.0029668877832591534,
-0.3532100021839142,
-0.28143084049224854
] |
Subsets and Splits