|
epoch,iteration,model_best_val_score,model_loss,model_val_score,step,train_dataset_size,val_dataset_size
|
|
0.0,0.0,0.0,107.4006914138794,0.0,1,380.0,0.0
|
|
0.0,1.0,0.0,29.457705116271974,0.0,2,456.0,0.0
|
|
0.0,2.0,0.0,24.85498783111572,0.0,3,532.0,0.0
|
|
0.0,3.0,0.0,19.743977031707765,0.0,4,608.0,0.0
|
|
0.0,4.0,0.0,16.20478554725647,0.0,5,684.0,0.0
|
|
0.0,5.0,0.0,15.136803016662597,0.0,6,760.0,0.0
|
|
0.0,6.0,0.0,14.780238151550293,0.0,7,836.0,0.0
|
|
0.0,7.0,0.0,14.560789775848388,0.0,8,912.0,0.0
|
|
0.0,8.0,0.0,14.23750509262085,0.0,9,988.0,0.0
|
|
0.0,9.0,0.0,13.905232467651366,0.0,10,1064.0,0.0
|
|
0.0,10.0,0.0,13.465217323303223,0.0,11,1140.0,0.0
|
|
0.0,11.0,0.0,13.0726771068573,0.0,12,1216.0,0.0
|
|
0.0,12.0,0.0,12.902692794799805,0.0,13,1292.0,0.0
|
|
0.0,13.0,0.0,12.595449266433716,0.0,14,1368.0,0.0
|
|
0.0,14.0,0.0,12.087798461914062,0.0,15,1444.0,0.0
|
|
0.0,15.0,0.0,11.836310501098632,0.0,16,1520.0,0.0
|
|
0.0,16.0,0.0,11.658545217514039,0.0,17,1596.0,0.0
|
|
0.0,17.0,0.0,11.360148696899413,0.0,18,1672.0,0.0
|
|
0.0,18.0,0.0,11.236065578460693,0.0,19,1748.0,0.0
|
|
0.0,19.0,0.0,10.864919834136963,0.0,20,1824.0,0.0
|
|
0.0,20.0,0.0,10.724041099548339,0.0,21,1900.0,0.0
|
|
0.0,21.0,0.0,10.457255716323852,0.0,22,1976.0,0.0
|
|
0.0,22.0,0.0,10.279974946975708,0.0,23,2052.0,0.0
|
|
0.0,23.0,0.0,10.216972637176514,0.0,24,2128.0,0.0
|
|
0.0,24.0,0.0,9.905167808532715,0.0,25,2204.0,0.0
|
|
0.0,25.0,0.0,9.999868583679199,0.0,26,2280.0,0.0
|
|
0.0,26.0,0.0,9.762755250930786,0.0,27,2356.0,0.0
|
|
0.0,27.0,0.0,9.68410566329956,0.0,28,2432.0,0.0
|
|
0.0,28.0,0.0,9.625028429031373,0.0,29,2508.0,0.0
|
|
0.0,29.0,0.0,9.290882253646851,0.0,30,2584.0,0.0
|
|
0.0,30.0,0.0,9.398117027282716,0.0,31,2660.0,0.0
|
|
0.0,31.0,0.0,9.081252908706665,0.0,32,2736.0,0.0
|
|
0.0,32.0,0.0,9.273208312988281,0.0,33,2812.0,0.0
|
|
0.0,33.0,0.0,8.968246164321899,0.0,34,2888.0,0.0
|
|
0.0,34.0,0.0,8.857598218917847,0.0,35,2964.0,0.0
|
|
0.0,35.0,0.0,8.878292045593263,0.0,36,3040.0,0.0
|
|
0.0,36.0,0.0,8.740695190429687,0.0,37,3116.0,0.0
|
|
0.0,37.0,0.0,8.685080375671387,0.0,38,3192.0,0.0
|
|
0.0,38.0,0.0,8.465443639755248,0.0,39,3268.0,0.0
|
|
0.0,39.0,0.0,8.659609699249268,0.0,40,3344.0,0.0
|
|
0.0,40.0,0.0,8.4606978225708,0.0,41,3420.0,0.0
|
|
0.0,41.0,0.0,8.269287128448486,0.0,42,3496.0,0.0
|
|
0.0,42.0,0.0,8.229148044586182,0.0,43,3572.0,0.0
|
|
0.0,43.0,0.0,8.191456298828125,0.0,44,3648.0,0.0
|
|
0.0,44.0,0.0,8.214063382148742,0.0,45,3724.0,0.0
|
|
0.0,45.0,0.0,8.282793979644776,0.0,46,3800.0,0.0
|
|
0.0,46.0,0.0,7.986016888618469,0.0,47,3876.0,0.0
|
|
0.0,47.0,0.0,8.068835582733154,0.0,48,3952.0,0.0
|
|
0.0,48.0,0.0,7.872576012611389,0.0,49,4028.0,0.0
|
|
0.0,49.0,0.0,7.990250773429871,0.0,50,4104.0,0.0
|
|
0.0,50.0,0.0,7.85942581653595,0.0,51,4180.0,0.0
|
|
0.0,51.0,0.0,7.787428555488586,0.0,52,4256.0,0.0
|
|
0.0,52.0,0.0,7.836332259178161,0.0,53,4332.0,0.0
|
|
0.0,53.0,0.0,7.747097492218018,0.0,54,4408.0,0.0
|
|
0.0,54.0,0.0,7.684167141914368,0.0,55,4484.0,0.0
|
|
0.0,55.0,0.0,7.852894353866577,0.0,56,4560.0,0.0
|
|
0.0,56.0,0.0,7.504878659248352,0.0,57,4636.0,0.0
|
|
0.0,57.0,0.0,7.536954140663147,0.0,58,4712.0,0.0
|
|
0.0,58.0,0.0,7.537460198402405,0.0,59,4788.0,0.0
|
|
0.0,59.0,0.0,7.497601776123047,0.0,60,4864.0,0.0
|
|
0.0,60.0,0.0,7.472634510993958,0.0,61,4940.0,0.0
|
|
0.0,61.0,0.0,7.468818116188049,0.0,62,5016.0,0.0
|
|
0.0,62.0,0.0,7.373883843421936,0.0,63,5092.0,0.0
|
|
0.0,63.0,0.0,7.374983582496643,0.0,64,5168.0,0.0
|
|
0.0,64.0,0.0,7.306533727645874,0.0,65,5244.0,0.0
|
|
0.0,65.0,0.0,7.282014460563659,0.0,66,5320.0,0.0
|
|
0.0,66.0,0.0,7.84465982913971,0.0,67,5396.0,0.0
|
|
0.0,67.0,0.0,7.262393779754639,0.0,68,5472.0,0.0
|
|
0.0,68.0,0.0,7.142213039398193,0.0,69,5548.0,0.0
|
|
0.0,69.0,0.0,7.17300509929657,0.0,70,5624.0,0.0
|
|
0.0,70.0,0.0,7.101915683746338,0.0,71,5700.0,0.0
|
|
0.0,71.0,0.0,8.242314357757568,0.0,72,5776.0,0.0
|
|
0.0,72.0,0.0,7.771638402938843,0.0,73,5852.0,0.0
|
|
0.0,73.0,0.0,7.150364236831665,0.0,74,5928.0,0.0
|
|
0.0,74.0,0.0,7.063970222473144,0.0,75,6004.0,0.0
|
|
0.0,75.0,0.0,7.056466217041016,0.0,76,6080.0,0.0
|
|
0.0,76.0,0.0,6.969129824638367,0.0,77,6156.0,0.0
|
|
0.0,77.0,0.0,7.00925621509552,0.0,78,6232.0,0.0
|
|
0.0,78.0,0.0,7.009180293083191,0.0,79,6308.0,0.0
|
|
0.0,79.0,0.0,6.961997442245483,0.0,80,6384.0,0.0
|
|
0.0,80.0,0.0,6.906441793441773,0.0,81,6460.0,0.0
|
|
0.0,81.0,0.0,6.906529521942138,0.0,82,6536.0,0.0
|
|
0.0,82.0,0.0,6.9190045261383055,0.0,83,6612.0,0.0
|
|
0.0,83.0,0.0,6.851568574905396,0.0,84,6688.0,0.0
|
|
0.0,84.0,0.0,6.8556225919723515,0.0,85,6764.0,0.0
|
|
0.0,85.0,0.0,6.819352917671203,0.0,86,6840.0,0.0
|
|
0.0,86.0,0.0,6.783554100990296,0.0,87,6916.0,0.0
|
|
0.0,87.0,0.0,6.8814856052398685,0.0,88,6992.0,0.0
|
|
0.0,88.0,0.0,6.852524709701538,0.0,89,7068.0,0.0
|
|
0.0,89.0,0.0,6.795971565246582,0.0,90,7144.0,0.0
|
|
0.0,90.0,0.0,6.760982336997986,0.0,91,7220.0,0.0
|
|
0.0,91.0,0.0,6.747867250442505,0.0,92,7296.0,0.0
|
|
0.0,92.0,0.0,6.723755278587341,0.0,93,7372.0,0.0
|
|
0.0,93.0,0.0,6.682328276634216,0.0,94,7448.0,0.0
|
|
0.0,94.0,0.0,6.663007502555847,0.0,95,7524.0,0.0
|
|
0.0,95.0,0.0,6.639377870559692,0.0,96,7600.0,0.0
|
|
0.0,96.0,0.0,6.604754028320312,0.0,97,7676.0,0.0
|
|
0.0,97.0,0.0,6.748483648300171,0.0,98,7752.0,0.0
|
|
0.0,98.0,0.0,6.611056303977966,0.0,99,7828.0,0.0
|
|
0.0,99.0,0.0,6.623382453918457,0.0,100,7904.0,0.0
|
|
0.0,100.0,0.0,6.520360116958618,0.0,101,7980.0,0.0
|
|
0.0,101.0,0.0,6.593250432014465,0.0,102,8056.0,0.0
|
|
0.0,102.0,0.0,6.516795043945312,0.0,103,8132.0,0.0
|
|
0.0,103.0,0.0,6.4943596410751345,0.0,104,8208.0,0.0
|
|
0.0,104.0,0.0,6.61872031211853,0.0,105,8284.0,0.0
|
|
0.0,105.0,0.0,6.480869269371032,0.0,106,8360.0,0.0
|
|
0.0,106.0,0.0,6.479489140510559,0.0,107,8436.0,0.0
|
|
0.0,107.0,0.0,6.503075051307678,0.0,108,8512.0,0.0
|
|
0.0,108.0,0.0,6.608825969696045,0.0,109,8588.0,0.0
|
|
0.0,109.0,0.0,6.459393048286438,0.0,110,8664.0,0.0
|
|
0.0,110.0,0.0,6.377548427581787,0.0,111,8740.0,0.0
|
|
0.0,111.0,0.0,6.461259851455688,0.0,112,8816.0,0.0
|
|
0.0,112.0,0.0,6.399800696372986,0.0,113,8892.0,0.0
|
|
0.0,113.0,0.0,6.400624098777771,0.0,114,8968.0,0.0
|
|
0.0,114.0,0.0,6.457416601181031,0.0,115,9044.0,0.0
|
|
0.0,115.0,0.0,6.361861596107483,0.0,116,9120.0,0.0
|
|
0.0,116.0,0.0,6.417097826004028,0.0,117,9196.0,0.0
|
|
0.0,117.0,0.0,6.32796805858612,0.0,118,9272.0,0.0
|
|
0.0,118.0,0.0,6.346355757713318,0.0,119,9348.0,0.0
|
|
0.0,119.0,0.0,6.36170711517334,0.0,120,9424.0,0.0
|
|
0.0,120.0,0.0,6.530218214988708,0.0,121,9500.0,0.0
|
|
0.0,121.0,0.0,6.286353521347046,0.0,122,9576.0,0.0
|
|
0.0,122.0,0.0,6.29307188987732,0.0,123,9652.0,0.0
|
|
0.0,123.0,0.0,6.30369993686676,0.0,124,9728.0,0.0
|
|
0.0,124.0,0.0,6.35726921081543,0.0,125,9804.0,0.0
|
|
0.0,125.0,0.0,6.311941413879395,0.0,126,9880.0,0.0
|
|
0.0,126.0,0.0,6.321029996871948,0.0,127,9956.0,0.0
|
|
0.0,127.0,0.0,6.221419548988342,0.0,128,10032.0,0.0
|
|
0.0,128.0,0.0,6.328541493415832,0.0,129,10108.0,0.0
|
|
0.0,129.0,0.0,6.276429405212403,0.0,130,10184.0,0.0
|
|
0.0,130.0,0.0,6.256684079170227,0.0,131,10260.0,0.0
|
|
0.0,131.0,0.0,6.184214000701904,0.0,132,10336.0,0.0
|
|
0.0,132.0,0.0,6.195891246795655,0.0,133,10412.0,0.0
|
|
0.0,133.0,0.0,6.274568634033203,0.0,134,10488.0,0.0
|
|
0.0,134.0,0.0,6.219008975028991,0.0,135,10564.0,0.0
|
|
0.0,135.0,0.0,6.231591758728027,0.0,136,10640.0,0.0
|
|
0.0,136.0,0.0,6.149858856201172,0.0,137,10716.0,0.0
|
|
0.0,137.0,0.0,6.188567156791687,0.0,138,10792.0,0.0
|
|
0.0,138.0,0.0,6.167270975112915,0.0,139,10868.0,0.0
|
|
0.0,139.0,0.0,6.147014508247375,0.0,140,10944.0,0.0
|
|
0.0,140.0,0.0,7.3175166845321655,0.0,141,11020.0,0.0
|
|
0.0,141.0,0.0,6.605650997161865,0.0,142,11096.0,0.0
|
|
0.0,142.0,0.0,6.1770670175552365,0.0,143,11172.0,0.0
|
|
0.0,143.0,0.0,6.138458108901977,0.0,144,11248.0,0.0
|
|
0.0,144.0,0.0,6.183216142654419,0.0,145,11324.0,0.0
|
|
0.0,145.0,0.0,6.088441295623779,0.0,146,11400.0,0.0
|
|
0.0,146.0,0.0,6.140323882102966,0.0,147,11476.0,0.0
|
|
0.0,147.0,0.0,6.082840476036072,0.0,148,11552.0,0.0
|
|
0.0,148.0,0.0,6.112021164894104,0.0,149,11628.0,0.0
|
|
0.0,149.0,0.0,6.0854327917099,0.0,150,11704.0,0.0
|
|
0.0,150.0,0.0,6.104335422515869,0.0,151,11780.0,0.0
|
|
0.0,151.0,0.0,6.0969633102417,0.0,152,11856.0,0.0
|
|
0.0,152.0,0.0,6.1556417798995975,0.0,153,11932.0,0.0
|
|
0.0,153.0,0.0,6.104723048210144,0.0,154,12008.0,0.0
|
|
0.0,154.0,0.0,6.067286372184753,0.0,155,12084.0,0.0
|
|
0.0,155.0,0.0,6.052563805580139,0.0,156,12160.0,0.0
|
|
0.0,156.0,0.0,6.333742146492004,0.0,157,12236.0,0.0
|
|
0.0,157.0,0.0,6.211042742729187,0.0,158,12312.0,0.0
|
|
0.0,158.0,0.0,6.035283756256104,0.0,159,12388.0,0.0
|
|
0.0,159.0,0.0,6.025094327926635,0.0,160,12464.0,0.0
|
|
0.0,160.0,0.0,6.021202850341797,0.0,161,12540.0,0.0
|
|
0.0,161.0,0.0,6.010793986320496,0.0,162,12616.0,0.0
|
|
0.0,162.0,0.0,6.021223487854004,0.0,163,12692.0,0.0
|
|
0.0,163.0,0.0,6.008393406867981,0.0,164,12768.0,0.0
|
|
0.0,164.0,0.0,6.0744215965271,0.0,165,12844.0,0.0
|
|
0.0,165.0,0.0,5.983807053565979,0.0,166,12920.0,0.0
|
|
0.0,166.0,0.0,5.978694272041321,0.0,167,12996.0,0.0
|
|
0.0,167.0,0.0,5.990632681846619,0.0,168,13072.0,0.0
|
|
0.0,168.0,0.0,6.023737511634827,0.0,169,13148.0,0.0
|
|
0.0,169.0,0.0,5.959921498298645,0.0,170,13224.0,0.0
|
|
0.0,170.0,0.0,5.970651807785035,0.0,171,13300.0,0.0
|
|
0.0,171.0,0.0,6.049452576637268,0.0,172,13376.0,0.0
|
|
0.0,172.0,0.0,6.035773849487304,0.0,173,13452.0,0.0
|
|
0.0,173.0,0.0,5.964226140975952,0.0,174,13528.0,0.0
|
|
0.0,174.0,0.0,5.923433423042297,0.0,175,13604.0,0.0
|
|
0.0,175.0,0.0,5.95498628616333,0.0,176,13680.0,0.0
|
|
0.0,176.0,0.0,6.011651043891907,0.0,177,13756.0,0.0
|
|
0.0,177.0,0.0,5.921184868812561,0.0,178,13832.0,0.0
|
|
0.0,178.0,0.0,5.975856471061706,0.0,179,13908.0,0.0
|
|
0.0,179.0,0.0,5.907122693061829,0.0,180,13984.0,0.0
|
|
0.0,180.0,0.0,5.887182254791259,0.0,181,14060.0,0.0
|
|
0.0,181.0,0.0,6.748589539527893,0.0,182,14136.0,0.0
|
|
0.0,182.0,0.0,5.98412522315979,0.0,183,14212.0,0.0
|
|
0.0,183.0,0.0,5.92179165840149,0.0,184,14288.0,0.0
|
|
0.0,184.0,0.0,5.904313912391663,0.0,185,14364.0,0.0
|
|
0.0,185.0,0.0,5.877563424110413,0.0,186,14440.0,0.0
|
|
0.0,186.0,0.0,5.869171237945556,0.0,187,14516.0,0.0
|
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