diff --git "a/metrics" "b/metrics"
--- "a/metrics"
+++ "b/metrics"
@@ -1,332 +1,384 @@
-1	avg-sec-per-sent-val=0.1469655953494791	bleu-val=0.032739874416340874	chrf-val=17.059018878948322	converged=False	decode-walltime-val=126.53737759590149	diverged=False	epoch=0	f1-bleu-val=0.2894136034613015	f1-perplexity-train=1.8971095944384062	f1-perplexity-val=1.6527728853559307	f2-bleu-val=0.2248131725521614	f2-perplexity-train=2.4950372706233312	f2-perplexity-val=2.170153038922537	f3-bleu-val=0.0047676935605892815	f3-perplexity-train=36.69758072528869	f3-perplexity-val=27.041932814859393	f4-bleu-val=0.01628145969566346	f4-perplexity-train=39.86135172737771	f4-perplexity-val=26.807563454084764	learning-rate=0.0002	length-ratio-mse-val=1.02371283750114	max-gpu-memory=1853361152	perplexity-train=53.6543330939571	perplexity-val=38.03381228791159	rouge1-val=0.3278954008631421	rouge2-val=0.046667091149615	rougel-val=0.23818704206736227	signwriting-clip-val=0.07269673225898231	signwriting-similarity-val=0.2536518712271351	ter-val=94.1722972972973	time-elapsed=0.0
-2	avg-sec-per-sent-val=0.005360022931425691	bleu-val=0.049368908902261845	chrf-val=20.448753871741648	converged=False	decode-walltime-val=4.6149797439575195	diverged=False	epoch=0	f1-bleu-val=0.24460933027661036	f1-perplexity-train=1.667198288545123	f1-perplexity-val=1.5853500383937007	f2-bleu-val=0.225664164192223	f2-perplexity-train=2.1300410809066466	f2-perplexity-val=2.0002383332732516	f3-bleu-val=0.01272606897100508	f3-perplexity-train=24.033007503056833	f3-perplexity-val=21.577515175658338	f4-bleu-val=0.014395228863243199	f4-perplexity-train=24.51329064467265	f4-perplexity-val=20.34449948827414	learning-rate=0.0002	length-ratio-mse-val=0.9075841955197661	max-gpu-memory=2454134784	perplexity-train=35.823834713490726	perplexity-val=31.444634335357417	rouge1-val=0.32102807221779806	rouge2-val=0.04898274504789601	rougel-val=0.25379596384811465	signwriting-clip-val=0.07346906746266048	signwriting-similarity-val=0.2624552636238132	ter-val=85.34628378378379	time-elapsed=314.7644567489624
-3	avg-sec-per-sent-val=0.0043011935607343045	bleu-val=0.03631352400768943	chrf-val=16.715436134682278	converged=False	decode-walltime-val=3.7033276557922363	diverged=False	epoch=0	f1-bleu-val=0.16317618828576788	f1-perplexity-train=1.6013696808066107	f1-perplexity-val=1.5265821595975628	f2-bleu-val=0.12612423943173173	f2-perplexity-train=2.015808855817004	f2-perplexity-val=1.902966107552294	f3-bleu-val=0.011178856399997819	f3-perplexity-train=19.7076426076631	f3-perplexity-val=18.743173468952886	f4-bleu-val=0.013003601175372994	f4-perplexity-train=20.437810618199876	f4-perplexity-val=17.639378984725337	learning-rate=0.0002	length-ratio-mse-val=0.8181332353023225	max-gpu-memory=11246393344	perplexity-train=30.59125369466986	perplexity-val=28.041144364148078	rouge1-val=0.3339098685845819	rouge2-val=0.04476055118816541	rougel-val=0.25964857072585834	signwriting-clip-val=0.07728214172779449	signwriting-similarity-val=0.2487325688910061	ter-val=85.12105855855856	time-elapsed=376.30977630615234
-4	avg-sec-per-sent-val=0.005505660131279461	bleu-val=0.04661487926853192	chrf-val=19.43013185491823	converged=False	decode-walltime-val=4.740373373031616	diverged=False	epoch=0	f1-bleu-val=0.21519345897780365	f1-perplexity-train=1.5596299044372743	f1-perplexity-val=1.4853210066171	f2-bleu-val=0.22050217309672743	f2-perplexity-train=1.9438304090854073	f2-perplexity-val=1.851577397513501	f3-bleu-val=0.014907030520436184	f3-perplexity-train=17.867910910785444	f3-perplexity-val=17.103531461941902	f4-bleu-val=0.012968814223120611	f4-perplexity-train=18.16640060729113	f4-perplexity-val=16.287576429071017	learning-rate=0.0002	length-ratio-mse-val=0.9126554367002485	max-gpu-memory=11246393344	perplexity-train=27.833400512306927	perplexity-val=26.22284140469479	rouge1-val=0.33384747151233835	rouge2-val=0.05790043036755957	rougel-val=0.262873001520477	signwriting-clip-val=0.08147779023534381	signwriting-similarity-val=0.27244235285439494	ter-val=85.43074324324324	time-elapsed=441.6474769115448
-5	avg-sec-per-sent-val=0.004432542537286029	bleu-val=0.03306943339603925	chrf-val=18.26224164401963	converged=False	decode-walltime-val=3.8164191246032715	diverged=False	epoch=0	f1-bleu-val=0.20570778423877847	f1-perplexity-train=1.5285576770921172	f1-perplexity-val=1.4484337661061875	f2-bleu-val=0.16967270338930876	f2-perplexity-train=1.885155208288321	f2-perplexity-val=1.781592117279429	f3-bleu-val=0.010255137575570911	f3-perplexity-train=16.347474890788458	f3-perplexity-val=15.307556360136587	f4-bleu-val=0.01084754991022915	f4-perplexity-train=16.75607924990697	f4-perplexity-val=14.526723853477229	learning-rate=0.0002	length-ratio-mse-val=0.8083728808880378	max-gpu-memory=20207303680	perplexity-train=26.006166810969464	perplexity-val=23.68759965815068	rouge1-val=0.33011047652075215	rouge2-val=0.05210156977149935	rougel-val=0.26490639446206254	signwriting-clip-val=0.08748188919877757	signwriting-similarity-val=0.2779625526657019	ter-val=83.34740990990991	time-elapsed=500.5540373325348
-6	avg-sec-per-sent-val=0.005012917601688398	bleu-val=0.039122871221628414	chrf-val=21.149179470857163	converged=False	decode-walltime-val=4.316122055053711	diverged=False	epoch=0	f1-bleu-val=0.26413970312723295	f1-perplexity-train=1.506368010806989	f1-perplexity-val=1.432352449208826	f2-bleu-val=0.18775600587070515	f2-perplexity-train=1.848731400883526	f2-perplexity-val=1.7306395099656362	f3-bleu-val=0.01366066411927251	f3-perplexity-train=16.01406226903166	f3-perplexity-val=14.256281979984898	f4-bleu-val=0.014453285182271165	f4-perplexity-train=15.958444383659215	f4-perplexity-val=13.287364277709042	learning-rate=0.0002	length-ratio-mse-val=0.8468819762201245	max-gpu-memory=20207303680	perplexity-train=24.90831112931924	perplexity-val=22.200053523851278	rouge1-val=0.34955963631400067	rouge2-val=0.05992845959760716	rougel-val=0.2827455907202159	signwriting-clip-val=0.09090314951182303	signwriting-similarity-val=0.29669949098670434	ter-val=82.27759009009009	time-elapsed=558.9669959545135
-7	avg-sec-per-sent-val=0.004519214198149039	bleu-val=0.034921027687072205	chrf-val=19.01545975393795	converged=False	decode-walltime-val=3.8910434246063232	diverged=False	epoch=0	f1-bleu-val=0.20763093694350812	f1-perplexity-train=1.4833060034848244	f1-perplexity-val=1.4190312812686745	f2-bleu-val=0.17610708467935188	f2-perplexity-train=1.797089406514055	f2-perplexity-val=1.6908258616141583	f3-bleu-val=0.01123406563398213	f3-perplexity-train=14.318743852128224	f3-perplexity-val=13.635771540070019	f4-bleu-val=0.00793539839253929	f4-perplexity-train=14.515545370537247	f4-perplexity-val=12.541982076268729	learning-rate=0.0002	length-ratio-mse-val=0.8203033528070535	max-gpu-memory=20207303680	perplexity-train=23.228843412902613	perplexity-val=21.6764942611853	rouge1-val=0.342829419644013	rouge2-val=0.05950826659649608	rougel-val=0.27316447855937337	signwriting-clip-val=0.09671552132752385	signwriting-similarity-val=0.29494553450355765	ter-val=83.27702702702703	time-elapsed=624.3326559066772
-8	avg-sec-per-sent-val=0.004876635769656865	bleu-val=0.052368989956435276	chrf-val=23.123834502304913	converged=False	decode-walltime-val=4.1987833976745605	diverged=False	epoch=0	f1-bleu-val=0.2958374598664214	f1-perplexity-train=1.4639282852674913	f1-perplexity-val=1.405475706692999	f2-bleu-val=0.23736802666776946	f2-perplexity-train=1.7656452830701028	f2-perplexity-val=1.6881885280764093	f3-bleu-val=0.017766176710188673	f3-perplexity-train=13.824022148866456	f3-perplexity-val=13.040049474794976	f4-bleu-val=0.01692658427077327	f4-perplexity-train=13.82739649981023	f4-perplexity-val=12.061221215163359	learning-rate=0.0002	length-ratio-mse-val=0.8893406041980719	max-gpu-memory=20207303680	perplexity-train=22.248508892968317	perplexity-val=21.001584014716673	rouge1-val=0.3523621254495209	rouge2-val=0.06410095120117508	rougel-val=0.28452452726439187	signwriting-clip-val=0.09308701105395269	signwriting-similarity-val=0.31714252241139684	ter-val=82.88288288288288	time-elapsed=685.9292788505554
-9	avg-sec-per-sent-val=0.005476676351655789	bleu-val=0.04896389715764584	chrf-val=21.72063583592321	converged=False	decode-walltime-val=4.715418338775635	diverged=False	epoch=0	f1-bleu-val=0.23339060137052964	f1-perplexity-train=1.4487846118490635	f1-perplexity-val=1.3995067949704825	f2-bleu-val=0.20673384721516108	f2-perplexity-train=1.7313250292895292	f2-perplexity-val=1.6722133300116837	f3-bleu-val=0.012505315585115053	f3-perplexity-train=12.762446696162401	f3-perplexity-val=12.621699321914267	f4-bleu-val=0.009475674608791288	f4-perplexity-train=12.821256990705185	f4-perplexity-val=11.73999534760044	learning-rate=0.0002	length-ratio-mse-val=0.8041705117611443	max-gpu-memory=20207303680	perplexity-train=21.095683415869278	perplexity-val=20.561552338294472	rouge1-val=0.357480057043671	rouge2-val=0.06786503516675958	rougel-val=0.2898193899083936	signwriting-clip-val=0.10235560061161283	signwriting-similarity-val=0.31300530457094144	ter-val=81.93975225225225	time-elapsed=755.3797397613525
-10	avg-sec-per-sent-val=0.0053645254704456575	bleu-val=0.048445880139240415	chrf-val=22.40706076515386	converged=False	decode-walltime-val=4.618856430053711	diverged=False	epoch=0	f1-bleu-val=0.30339108731071746	f1-perplexity-train=1.4356852224758367	f1-perplexity-val=1.406896721152937	f2-bleu-val=0.2328107322562616	f2-perplexity-train=1.7177137347846836	f2-perplexity-val=1.6531273466508138	f3-bleu-val=0.012684607065267601	f3-perplexity-train=12.862452073237327	f3-perplexity-val=12.413237836797252	f4-bleu-val=0.013735447500282305	f4-perplexity-train=12.765388374182502	f4-perplexity-val=11.493346703238407	learning-rate=0.0002	length-ratio-mse-val=0.8715123925289902	max-gpu-memory=58157275648	perplexity-train=20.871826797490115	perplexity-val=20.10931251742297	rouge1-val=0.34940482022825575	rouge2-val=0.06430492888539749	rougel-val=0.28231592977722664	signwriting-clip-val=0.09634732693930251	signwriting-similarity-val=0.3108193594828264	ter-val=83.6570945945946	time-elapsed=822.8571457862854
-11	avg-sec-per-sent-val=0.005044114714300175	bleu-val=0.05034470340319024	chrf-val=21.513787928618424	converged=False	decode-walltime-val=4.342982769012451	diverged=False	epoch=0	f1-bleu-val=0.24958629875142113	f1-perplexity-train=1.4206743507360229	f1-perplexity-val=1.3845409289079798	f2-bleu-val=0.19299856272555999	f2-perplexity-train=1.6845768526346026	f2-perplexity-val=1.6302410858750473	f3-bleu-val=0.013037355353782356	f3-perplexity-train=11.944986420696626	f3-perplexity-val=12.073503483072685	f4-bleu-val=0.013239315946065986	f4-perplexity-train=12.059856494258575	f4-perplexity-val=11.298238611794293	learning-rate=0.0002	length-ratio-mse-val=0.8737743047054473	max-gpu-memory=58157275648	perplexity-train=19.889785521141985	perplexity-val=19.63965141959157	rouge1-val=0.35831710823343615	rouge2-val=0.0754082408046339	rougel-val=0.29402378682337216	signwriting-clip-val=0.10412262456922096	signwriting-similarity-val=0.3213288101671276	ter-val=82.88288288288288	time-elapsed=894.1819381713867
-12	avg-sec-per-sent-val=0.005463579390522495	bleu-val=0.05147173725672575	chrf-val=21.51362493439543	converged=False	decode-walltime-val=4.704141855239868	diverged=False	epoch=0	f1-bleu-val=0.24629196298550052	f1-perplexity-train=1.4165545810542624	f1-perplexity-val=1.390238352577944	f2-bleu-val=0.21552235904610867	f2-perplexity-train=1.6756006697126247	f2-perplexity-val=1.6372218090687838	f3-bleu-val=0.013778050940168072	f3-perplexity-train=11.821186102896327	f3-perplexity-val=11.662674400741373	f4-bleu-val=0.010155071051034352	f4-perplexity-train=11.765633071370909	f4-perplexity-val=10.789974391275027	learning-rate=0.0002	length-ratio-mse-val=0.840141974436266	max-gpu-memory=58157275648	perplexity-train=19.57337907955246	perplexity-val=19.106458452647114	rouge1-val=0.35329596564780497	rouge2-val=0.06718159436247788	rougel-val=0.2894013641187093	signwriting-clip-val=0.10317640857523336	signwriting-similarity-val=0.3205943013074149	ter-val=83.06587837837837	time-elapsed=958.0462689399719
-13	avg-sec-per-sent-val=0.0051778819364399304	bleu-val=0.05749607083617984	chrf-val=23.418764902450416	converged=False	decode-walltime-val=4.45815634727478	diverged=False	epoch=0	f1-bleu-val=0.28485413471409776	f1-perplexity-train=1.4068064300035574	f1-perplexity-val=1.3879854504527636	f2-bleu-val=0.24437031614909077	f2-perplexity-train=1.6607429603886912	f2-perplexity-val=1.6144814178549123	f3-bleu-val=0.016433520732025322	f3-perplexity-train=11.576138354416766	f3-perplexity-val=11.092636336796096	f4-bleu-val=0.01769803432250769	f4-perplexity-train=11.462597308738468	f4-perplexity-val=10.522576036938357	learning-rate=0.0002	length-ratio-mse-val=0.8469684760121088	max-gpu-memory=58157275648	perplexity-train=19.082891589192087	perplexity-val=18.58809823033669	rouge1-val=0.36557601932201067	rouge2-val=0.0795562837066947	rougel-val=0.3025027872364483	signwriting-clip-val=0.09998323285328084	signwriting-similarity-val=0.33211098591189336	ter-val=82.69988738738738	time-elapsed=1028.1395590305328
-14	avg-sec-per-sent-val=0.004627428542169267	bleu-val=0.058984723675553054	chrf-val=23.052585497695688	converged=False	decode-walltime-val=3.9842159748077393	diverged=False	epoch=0	f1-bleu-val=0.28053385356148797	f1-perplexity-train=1.3915061106422935	f1-perplexity-val=1.3832961119455496	f2-bleu-val=0.22714708419834773	f2-perplexity-train=1.634898967409903	f2-perplexity-val=1.6143883992334729	f3-bleu-val=0.01467417674547652	f3-perplexity-train=10.830774115948586	f3-perplexity-val=11.11971756115226	f4-bleu-val=0.01453526082207619	f4-perplexity-train=10.863204830561276	f4-perplexity-val=10.422726112708997	learning-rate=0.0002	length-ratio-mse-val=0.828669646492148	max-gpu-memory=58157275648	perplexity-train=18.21617551094383	perplexity-val=18.67155520501494	rouge1-val=0.35828431111122144	rouge2-val=0.07678390177017567	rougel-val=0.29530258189954645	signwriting-clip-val=0.10202367158236715	signwriting-similarity-val=0.32841748158790424	ter-val=82.01013513513513	time-elapsed=1097.014729976654
-15	avg-sec-per-sent-val=0.00497874288747258	bleu-val=0.0561700423411814	chrf-val=22.7677935683093	converged=False	decode-walltime-val=4.286697626113892	diverged=False	epoch=0	f1-bleu-val=0.27460448702911605	f1-perplexity-train=1.3894533206969477	f1-perplexity-val=1.3682713389050325	f2-bleu-val=0.22648657311277823	f2-perplexity-train=1.6276074496132622	f2-perplexity-val=1.5893790853098944	f3-bleu-val=0.014154252724042186	f3-perplexity-train=10.79456134383125	f3-perplexity-val=10.606007224472169	f4-bleu-val=0.011160509511311511	f4-perplexity-train=10.73092478855166	f4-perplexity-val=10.055203219417184	learning-rate=0.0002	length-ratio-mse-val=0.8859555260586942	max-gpu-memory=58157275648	perplexity-train=18.04308634190868	perplexity-val=17.941742376764918	rouge1-val=0.3655216359617961	rouge2-val=0.0791338930691259	rougel-val=0.2969856674918077	signwriting-clip-val=0.1134381197781262	signwriting-similarity-val=0.3288605202966461	ter-val=83.92454954954955	time-elapsed=1163.6211440563202
-16	avg-sec-per-sent-val=0.0047948590277517855	bleu-val=0.05121365996069662	chrf-val=21.8255325609677	converged=False	decode-walltime-val=4.128373622894287	diverged=False	epoch=0	f1-bleu-val=0.2527471096285868	f1-perplexity-train=1.3779750714461563	f1-perplexity-val=1.3716908359614985	f2-bleu-val=0.18008505345062478	f2-perplexity-train=1.6109069036513841	f2-perplexity-val=1.59995729897836	f3-bleu-val=0.011479833244213778	f3-perplexity-train=10.379762688122245	f3-perplexity-val=10.670849556390712	f4-bleu-val=0.014224228719796214	f4-perplexity-train=10.414802475236446	f4-perplexity-val=10.077962982868614	learning-rate=0.0002	length-ratio-mse-val=0.8027992709171218	max-gpu-memory=58157275648	perplexity-train=17.56325028758838	perplexity-val=17.995254078701542	rouge1-val=0.3609533221471536	rouge2-val=0.07663047970296002	rougel-val=0.2999735724169248	signwriting-clip-val=0.11176377922592903	signwriting-similarity-val=0.3360779878241415	ter-val=80.39132882882883	time-elapsed=1228.9275267124176
-17	avg-sec-per-sent-val=0.0057662134248066725	bleu-val=0.05870530736172666	chrf-val=24.874515843224227	converged=False	decode-walltime-val=4.964709758758545	diverged=False	epoch=1	f1-bleu-val=0.31712597590338876	f1-perplexity-train=1.360232368515158	f1-perplexity-val=1.3739680675401378	f2-bleu-val=0.2652357090622041	f2-perplexity-train=1.5781915339195338	f2-perplexity-val=1.5900095333784605	f3-bleu-val=0.011763048759077572	f3-perplexity-train=9.781771061852	f3-perplexity-val=10.749115529723852	f4-bleu-val=0.020132474174939588	f4-perplexity-train=9.848924466042321	f4-perplexity-val=10.08938133969019	learning-rate=0.0002	length-ratio-mse-val=0.9707167747442578	max-gpu-memory=58157275648	perplexity-train=16.74344113660093	perplexity-val=17.852362779631605	rouge1-val=0.361880164078015	rouge2-val=0.06963005138683262	rougel-val=0.2899834885966949	signwriting-clip-val=0.11259387660734832	signwriting-similarity-val=0.3504162439083943	ter-val=85.43074324324324	time-elapsed=1292.5460903644562
-18	avg-sec-per-sent-val=0.005158183189773117	bleu-val=0.059787903677932804	chrf-val=24.16883196040665	converged=False	decode-walltime-val=4.441195726394653	diverged=False	epoch=1	f1-bleu-val=0.29425145941322	f1-perplexity-train=1.3500930215187774	f1-perplexity-val=1.371392691403338	f2-bleu-val=0.24126395276162108	f2-perplexity-train=1.5599579015954026	f2-perplexity-val=1.5805714183851816	f3-bleu-val=0.011762326699941181	f3-perplexity-train=9.436594202229978	f3-perplexity-val=10.515850147563219	f4-bleu-val=0.01582634835401341	f4-perplexity-train=9.462021908624147	f4-perplexity-val=9.910040006357612	learning-rate=0.0002	length-ratio-mse-val=0.8655033679266299	max-gpu-memory=58157275648	perplexity-train=16.246219639706837	perplexity-val=17.765851383662845	rouge1-val=0.3618519775572722	rouge2-val=0.07715819940957887	rougel-val=0.2979690447060463	signwriting-clip-val=0.1063699003773591	signwriting-similarity-val=0.33613663825120943	ter-val=82.79842342342343	time-elapsed=1363.4169731140137
-19	avg-sec-per-sent-val=0.004966316599740661	bleu-val=0.05772683452155199	chrf-val=23.61465802174793	converged=False	decode-walltime-val=4.275998592376709	diverged=False	epoch=1	f1-bleu-val=0.2811784344737472	f1-perplexity-train=1.3434065107947484	f1-perplexity-val=1.3759102506556942	f2-bleu-val=0.21389167601795583	f2-perplexity-train=1.5464435619316044	f2-perplexity-val=1.5971131752942491	f3-bleu-val=0.016663705156078873	f3-perplexity-train=9.131890801063472	f3-perplexity-val=10.417801565847874	f4-bleu-val=0.01489952772614597	f4-perplexity-train=9.203412957671825	f4-perplexity-val=9.869917105325605	learning-rate=0.0002	length-ratio-mse-val=0.8619779959135536	max-gpu-memory=58157275648	perplexity-train=15.879249707718094	perplexity-val=17.724797547160055	rouge1-val=0.36139328302078305	rouge2-val=0.07652501571342757	rougel-val=0.2979919625846772	signwriting-clip-val=0.10782141081040182	signwriting-similarity-val=0.3362710619982785	ter-val=82.22128378378379	time-elapsed=1441.9925138950348
-20	avg-sec-per-sent-val=0.005109577644162062	bleu-val=0.057833854411921216	chrf-val=23.99456906497763	converged=False	decode-walltime-val=4.399346351623535	diverged=False	epoch=1	f1-bleu-val=0.31335088956421175	f1-perplexity-train=1.3479164490858329	f1-perplexity-val=1.368303487033386	f2-bleu-val=0.24927257933757782	f2-perplexity-train=1.5638785018348016	f2-perplexity-val=1.571250163300361	f3-bleu-val=0.014364886809422075	f3-perplexity-train=9.574295173358905	f3-perplexity-val=10.076780006669	f4-bleu-val=0.014451049510268701	f4-perplexity-train=9.507423964421664	f4-perplexity-val=9.64840475586764	learning-rate=0.0002	length-ratio-mse-val=0.8695517348763744	max-gpu-memory=58157275648	perplexity-train=16.266800030109405	perplexity-val=17.22116052219324	rouge1-val=0.36533484585664316	rouge2-val=0.07916910377119198	rougel-val=0.30277335827657925	signwriting-clip-val=0.11656812236440972	signwriting-similarity-val=0.3467915753496605	ter-val=81.0106981981982	time-elapsed=1522.1496651172638
-21	avg-sec-per-sent-val=0.005006345722318111	bleu-val=0.05863488062083407	chrf-val=24.042986612162057	converged=False	decode-walltime-val=4.3104636669158936	diverged=False	epoch=1	f1-bleu-val=0.28823099063764607	f1-perplexity-train=1.3396910510229245	f1-perplexity-val=1.3640604081796786	f2-bleu-val=0.23350392899559716	f2-perplexity-train=1.5376290503597365	f2-perplexity-val=1.5813770291876001	f3-bleu-val=0.015502928801619019	f3-perplexity-train=8.771634057683201	f3-perplexity-val=9.98827239844993	f4-bleu-val=0.014878819697210482	f4-perplexity-train=8.9125125132587	f4-perplexity-val=9.715326168489185	learning-rate=0.0002	length-ratio-mse-val=0.8980600349015191	max-gpu-memory=58157275648	perplexity-train=15.529763160785318	perplexity-val=17.234289445960812	rouge1-val=0.35767547880494993	rouge2-val=0.07371229838847196	rougel-val=0.29514589252868767	signwriting-clip-val=0.11630128616598001	signwriting-similarity-val=0.3482133004312112	ter-val=81.4329954954955	time-elapsed=1591.787155866623
-22	avg-sec-per-sent-val=0.0052915588627016645	bleu-val=0.05756465297476458	chrf-val=23.776022938167216	converged=False	decode-walltime-val=4.556032180786133	diverged=False	epoch=1	f1-bleu-val=0.29527121702734616	f1-perplexity-train=1.3359335852837244	f1-perplexity-val=1.3669528361991439	f2-bleu-val=0.22349555283232314	f2-perplexity-train=1.534064616737332	f2-perplexity-val=1.569066454736454	f3-bleu-val=0.017849035833812962	f3-perplexity-train=8.756427784977515	f3-perplexity-val=9.80745564591193	f4-bleu-val=0.01391603681830388	f4-perplexity-train=8.785733592082074	f4-perplexity-val=9.434156858906807	learning-rate=0.0002	length-ratio-mse-val=0.9207337942461538	max-gpu-memory=58157275648	perplexity-train=15.32437363750399	perplexity-val=16.870749308178254	rouge1-val=0.3615869508979435	rouge2-val=0.07816538561593371	rougel-val=0.29555593738344516	signwriting-clip-val=0.10957967012506259	signwriting-similarity-val=0.34415130950398815	ter-val=82.89695945945947	time-elapsed=1661.6117815971375
-23	avg-sec-per-sent-val=0.005855078758124552	bleu-val=0.05948005387582669	chrf-val=23.545342555347716	converged=False	decode-walltime-val=5.041222810745239	diverged=False	epoch=1	f1-bleu-val=0.2842975233821814	f1-perplexity-train=1.3297986372212072	f1-perplexity-val=1.3565796550784686	f2-bleu-val=0.22975729720666963	f2-perplexity-train=1.5215417971365282	f2-perplexity-val=1.5573193632960376	f3-bleu-val=0.02047921453703887	f3-perplexity-train=8.495587389101967	f3-perplexity-val=9.709349368947777	f4-bleu-val=0.012869506353146255	f4-perplexity-train=8.57061466052355	f4-perplexity-val=9.328061621519783	learning-rate=0.0002	length-ratio-mse-val=0.8923680157302566	max-gpu-memory=58157275648	perplexity-train=15.007618421703667	perplexity-val=16.571447808174415	rouge1-val=0.3627017662845972	rouge2-val=0.0761961309057301	rougel-val=0.29892288847984094	signwriting-clip-val=0.1052626587991883	signwriting-similarity-val=0.34041240935951916	ter-val=82.24943693693693	time-elapsed=1731.4960341453552
-24	avg-sec-per-sent-val=0.005467371658165696	bleu-val=0.05652952812805045	chrf-val=23.501126394580222	converged=False	decode-walltime-val=4.707406997680664	diverged=False	epoch=1	f1-bleu-val=0.2945624674012804	f1-perplexity-train=1.3257214928991825	f1-perplexity-val=1.3745732186332051	f2-bleu-val=0.22369049242357616	f2-perplexity-train=1.5156703069757664	f2-perplexity-val=1.5618161279953962	f3-bleu-val=0.018596994734336677	f3-perplexity-train=8.54397664308612	f3-perplexity-val=9.856140046329225	f4-bleu-val=0.016635563848385295	f4-perplexity-train=8.621948962601353	f4-perplexity-val=9.490720933322248	learning-rate=0.0002	length-ratio-mse-val=0.846888662080048	max-gpu-memory=58157275648	perplexity-train=15.044410528184901	perplexity-val=16.72717499162651	rouge1-val=0.36656620263441797	rouge2-val=0.08522748851880378	rougel-val=0.30410964678919283	signwriting-clip-val=0.11021387186301623	signwriting-similarity-val=0.3409895896530167	ter-val=80.26463963963964	time-elapsed=1803.7123596668243
-25	avg-sec-per-sent-val=0.005265292667207264	bleu-val=0.06572718021695236	chrf-val=24.376416268330527	converged=False	decode-walltime-val=4.533416986465454	diverged=False	epoch=1	f1-bleu-val=0.30560964428037024	f1-perplexity-train=1.3207308966641802	f1-perplexity-val=1.35572885986053	f2-bleu-val=0.23773833353006119	f2-perplexity-train=1.512181533769312	f2-perplexity-val=1.5479334355975263	f3-bleu-val=0.02254753820592062	f3-perplexity-train=8.371451885131028	f3-perplexity-val=9.703594871213026	f4-bleu-val=0.02010609784849808	f4-perplexity-train=8.454317755245981	f4-perplexity-val=9.367751775008426	learning-rate=0.0002	length-ratio-mse-val=0.8727484902631545	max-gpu-memory=58157275648	perplexity-train=14.822894045554444	perplexity-val=16.778236245848955	rouge1-val=0.3720637186583668	rouge2-val=0.08360808849621269	rougel-val=0.3074152365926964	signwriting-clip-val=0.11296345094682889	signwriting-similarity-val=0.3529078589242861	ter-val=80.6447072072072	time-elapsed=1879.0706253051758
-26	avg-sec-per-sent-val=0.005852364219993388	bleu-val=0.06357307354033158	chrf-val=25.097480723620393	converged=False	decode-walltime-val=5.038885593414307	diverged=False	epoch=1	f1-bleu-val=0.3138606539561617	f1-perplexity-train=1.3181265812692275	f1-perplexity-val=1.370722587484638	f2-bleu-val=0.23523134775755644	f2-perplexity-train=1.5002497696274042	f2-perplexity-val=1.5645778064719686	f3-bleu-val=0.021543904178881565	f3-perplexity-train=8.16543427998283	f3-perplexity-val=9.763688328042898	f4-bleu-val=0.02384519485523449	f4-perplexity-train=8.204842024030631	f4-perplexity-val=9.183223169139088	learning-rate=0.0002	length-ratio-mse-val=0.9401379831631613	max-gpu-memory=58157275648	perplexity-train=14.475434727237031	perplexity-val=16.474847725689884	rouge1-val=0.36768451713105194	rouge2-val=0.08005244022936132	rougel-val=0.3005226318800325	signwriting-clip-val=0.1111729806851548	signwriting-similarity-val=0.35251275339369653	ter-val=82.55912162162163	time-elapsed=1948.5359740257263
-27	avg-sec-per-sent-val=0.006189386465269791	bleu-val=0.07300713140945655	chrf-val=25.647432097444312	converged=False	decode-walltime-val=5.32906174659729	diverged=False	epoch=1	f1-bleu-val=0.3296520138668106	f1-perplexity-train=1.3119910990696086	f1-perplexity-val=1.35838065077397	f2-bleu-val=0.2546338019159508	f2-perplexity-train=1.4935596544045417	f2-perplexity-val=1.5501777810928579	f3-bleu-val=0.02329127265323199	f3-perplexity-train=7.981847896756578	f3-perplexity-val=9.300879895966784	f4-bleu-val=0.02429068767285198	f4-perplexity-train=8.069312486167421	f4-perplexity-val=8.841300503216418	learning-rate=0.0002	length-ratio-mse-val=0.9479028668115175	max-gpu-memory=58157275648	perplexity-train=14.306926491485003	perplexity-val=16.090357454462627	rouge1-val=0.37195803393325144	rouge2-val=0.08308595012693976	rougel-val=0.3032167894299952	signwriting-clip-val=0.10719330667985363	signwriting-similarity-val=0.34836434722776194	ter-val=84.51576576576578	time-elapsed=2020.556569814682
-28	avg-sec-per-sent-val=0.00556285400700763	bleu-val=0.06775195804598023	chrf-val=24.407763387768068	converged=False	decode-walltime-val=4.789617300033569	diverged=False	epoch=1	f1-bleu-val=0.3022910671685234	f1-perplexity-train=1.3182073148616558	f1-perplexity-val=1.3540312332040774	f2-bleu-val=0.24087754814287274	f2-perplexity-train=1.5011987379156515	f2-perplexity-val=1.55053711002209	f3-bleu-val=0.023802908552350534	f3-perplexity-train=8.119631616736951	f3-perplexity-val=9.4093720607091	f4-bleu-val=0.02618696420205169	f4-perplexity-train=8.123398733248823	f4-perplexity-val=9.120025423237433	learning-rate=0.0002	length-ratio-mse-val=0.9103028522043354	max-gpu-memory=58157275648	perplexity-train=14.451119314345608	perplexity-val=16.37074316368418	rouge1-val=0.3700507452849458	rouge2-val=0.0819956125179375	rougel-val=0.30151373934397163	signwriting-clip-val=0.10961165623907021	signwriting-similarity-val=0.34366808844425945	ter-val=83.09403153153153	time-elapsed=2093.3318333625793
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-77	avg-sec-per-sent-val=0.005558407403589264	bleu-val=0.09732435126910481	chrf-val=27.9831569778587	converged=False	decode-walltime-val=4.7857887744903564	diverged=False	epoch=4	f1-bleu-val=0.34391992226680396	f1-perplexity-train=1.224615524626117	f1-perplexity-val=1.3817785053581306	f2-bleu-val=0.2585886538810715	f2-perplexity-train=1.3483368551321377	f2-perplexity-val=1.5615052209380564	f3-bleu-val=0.037676948124327515	f3-perplexity-train=5.19263591408357	f3-perplexity-val=9.300961056914925	f4-bleu-val=0.04009644302118864	f4-perplexity-train=5.308565581443071	f4-perplexity-val=9.076335786103503	learning-rate=0.000162	length-ratio-mse-val=0.9809715519139176	max-gpu-memory=58161434112	perplexity-train=10.550700447517988	perplexity-val=15.559780947503857	rouge1-val=0.3797411057289157	rouge2-val=0.09250024213981772	rougel-val=0.3143214478271509	signwriting-clip-val=0.11831356651116158	signwriting-similarity-val=0.38334651031572564	ter-val=80.4054054054054	time-elapsed=5696.951985836029
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-81	avg-sec-per-sent-val=0.005909623169317478	bleu-val=0.09460617467466532	chrf-val=28.044594192840776	converged=False	decode-walltime-val=5.088185548782349	diverged=False	epoch=5	f1-bleu-val=0.33833286820607134	f1-perplexity-train=1.2204164422413328	f1-perplexity-val=1.3859719737315324	f2-bleu-val=0.25516797928492174	f2-perplexity-train=1.3398055504939828	f2-perplexity-val=1.5669600214573023	f3-bleu-val=0.03212038449619728	f3-perplexity-train=5.066568600580821	f3-perplexity-val=9.5116863535509	f4-bleu-val=0.0356267513950074	f4-perplexity-train=5.184305983883576	f4-perplexity-val=8.904256827081593	learning-rate=0.000162	length-ratio-mse-val=0.9810865424768033	max-gpu-memory=58161434112	perplexity-train=10.399802221689104	perplexity-val=15.325769108703575	rouge1-val=0.37862696862315476	rouge2-val=0.09723399596742027	rougel-val=0.31220704104153774	signwriting-clip-val=0.11940738190215354	signwriting-similarity-val=0.3788253504700086	ter-val=82.24943693693693	time-elapsed=6006.500928640366
-82	avg-sec-per-sent-val=0.005907494016640693	bleu-val=0.08963385118703976	chrf-val=27.930554729711265	converged=False	decode-walltime-val=5.086352348327637	diverged=False	epoch=5	f1-bleu-val=0.3401955338947837	f1-perplexity-train=1.2242516490419686	f1-perplexity-val=1.3876741445795542	f2-bleu-val=0.2602787632567518	f2-perplexity-train=1.3449177461168191	f2-perplexity-val=1.5685495357176518	f3-bleu-val=0.031749012146848915	f3-perplexity-train=5.192460490107651	f3-perplexity-val=9.247039077174135	f4-bleu-val=0.034040512057750105	f4-perplexity-train=5.315392929481667	f4-perplexity-val=9.014523457301223	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9944930749157647	max-gpu-memory=58161434112	perplexity-train=10.53844333035507	perplexity-val=15.583831464268828	rouge1-val=0.37862478058007987	rouge2-val=0.09220427153153624	rougel-val=0.3118666759363967	signwriting-clip-val=0.11321535269415026	signwriting-similarity-val=0.38199465560790163	ter-val=81.20777027027027	time-elapsed=6085.350841522217
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-87	avg-sec-per-sent-val=0.005774923594848065	bleu-val=0.10634632259869534	chrf-val=28.731650248548075	converged=False	decode-walltime-val=4.972209215164185	diverged=False	epoch=5	f1-bleu-val=0.3630769634059078	f1-perplexity-train=1.2190147333829429	f1-perplexity-val=1.3928998437386741	f2-bleu-val=0.27032889859991377	f2-perplexity-train=1.3372690151294038	f2-perplexity-val=1.5841508446633985	f3-bleu-val=0.039297331542425575	f3-perplexity-train=5.087825310204384	f3-perplexity-val=9.264195699747598	f4-bleu-val=0.036272912431414485	f4-perplexity-train=5.224194457395092	f4-perplexity-val=8.904026455661114	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9728461482295383	max-gpu-memory=58161434112	perplexity-train=10.4100261066154	perplexity-val=15.378996919183137	rouge1-val=0.3775804768836459	rouge2-val=0.091973930706222	rougel-val=0.3126655065022064	signwriting-clip-val=0.1212473804978643	signwriting-similarity-val=0.37591690336032857	ter-val=80.19425675675676	time-elapsed=6469.984926700592
-88	avg-sec-per-sent-val=0.005903017507059095	bleu-val=0.09870904262977911	chrf-val=28.035779569219095	converged=False	decode-walltime-val=5.082498073577881	diverged=False	epoch=5	f1-bleu-val=0.3502213505746811	f1-perplexity-train=1.2168454865352738	f1-perplexity-val=1.3933000989688982	f2-bleu-val=0.2612416086435537	f2-perplexity-train=1.3324537379273629	f2-perplexity-val=1.5783186580206787	f3-bleu-val=0.040664713100905824	f3-perplexity-train=4.967140235149744	f3-perplexity-val=9.315310093325241	f4-bleu-val=0.03746136480604603	f4-perplexity-train=5.117282172613461	f4-perplexity-val=8.787109360973483	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9897384546582809	max-gpu-memory=58161434112	perplexity-train=10.245224252510468	perplexity-val=15.24991355842174	rouge1-val=0.3746227619512491	rouge2-val=0.08724615855088105	rougel-val=0.30839098647404806	signwriting-clip-val=0.11872480422313543	signwriting-similarity-val=0.37610937624671803	ter-val=81.50337837837837	time-elapsed=6547.9117929935455
-89	avg-sec-per-sent-val=0.005853918232845789	bleu-val=0.10044150721133621	chrf-val=28.97874118005943	converged=False	decode-walltime-val=5.040223598480225	diverged=False	epoch=5	f1-bleu-val=0.3781677912952852	f1-perplexity-train=1.2149850166035168	f1-perplexity-val=1.3947909310365558	f2-bleu-val=0.2718269077758595	f2-perplexity-train=1.3302353762857038	f2-perplexity-val=1.583296651263829	f3-bleu-val=0.03320036495847839	f3-perplexity-train=4.910460920369998	f3-perplexity-val=9.651625489123365	f4-bleu-val=0.03453086599591344	f4-perplexity-train=5.068322955674341	f4-perplexity-val=9.008664627104817	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0005789194967267	max-gpu-memory=58161434112	perplexity-train=10.208780317969277	perplexity-val=15.345589723557387	rouge1-val=0.37592014543556723	rouge2-val=0.09750548128549177	rougel-val=0.31221077625115845	signwriting-clip-val=0.12067751448090934	signwriting-similarity-val=0.3883685497322775	ter-val=81.78490990990991	time-elapsed=6624.846656560898
-90	avg-sec-per-sent-val=0.005646843804991896	bleu-val=0.09337508500681524	chrf-val=27.490391542460884	converged=False	decode-walltime-val=4.8619325160980225	diverged=False	epoch=5	f1-bleu-val=0.34383911442642345	f1-perplexity-train=1.2167053702202573	f1-perplexity-val=1.3886889346218503	f2-bleu-val=0.2671002341020008	f2-perplexity-train=1.3331129016191676	f2-perplexity-val=1.5685243462225125	f3-bleu-val=0.03644337921180383	f3-perplexity-train=4.9660096610404905	f3-perplexity-val=9.52686312932361	f4-bleu-val=0.037837163415031905	f4-perplexity-train=5.11240149502707	f4-perplexity-val=8.980850973763602	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9626664989929931	max-gpu-memory=58161434112	perplexity-train=10.28537008140159	perplexity-val=15.376297165740192	rouge1-val=0.37376565862270983	rouge2-val=0.09187203864942818	rougel-val=0.30996029588998086	signwriting-clip-val=0.12246119780071149	signwriting-similarity-val=0.37890486978567656	ter-val=80.72916666666666	time-elapsed=6714.90057349205
-91	avg-sec-per-sent-val=0.005599225993494262	bleu-val=0.10177665072188406	chrf-val=29.136218502734003	converged=False	decode-walltime-val=4.82093358039856	diverged=False	epoch=5	f1-bleu-val=0.35292032218877856	f1-perplexity-train=1.216056161615375	f1-perplexity-val=1.3929378071790115	f2-bleu-val=0.2730017572004149	f2-perplexity-train=1.3349326120387452	f2-perplexity-val=1.5630396962409396	f3-bleu-val=0.035962821085220385	f3-perplexity-train=4.949199568237662	f3-perplexity-val=9.423012461951433	f4-bleu-val=0.036332288398551724	f4-perplexity-train=5.093421544378496	f4-perplexity-val=8.99133141483832	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9795464509321283	max-gpu-memory=58161434112	perplexity-train=10.241158856236613	perplexity-val=15.204396146044461	rouge1-val=0.3895976871775763	rouge2-val=0.10398543040430604	rougel-val=0.321955335980327	signwriting-clip-val=0.12145744277754934	signwriting-similarity-val=0.3856996743610463	ter-val=79.94087837837837	time-elapsed=6789.789129972458
-92	avg-sec-per-sent-val=0.005767182052204695	bleu-val=0.09478931238060614	chrf-val=28.09474495233965	converged=False	decode-walltime-val=4.965543746948242	diverged=False	epoch=5	f1-bleu-val=0.33879179431326667	f1-perplexity-train=1.2122593317663535	f1-perplexity-val=1.38404908125283	f2-bleu-val=0.2514785198459798	f2-perplexity-train=1.3272306978662867	f2-perplexity-val=1.5793077847860955	f3-bleu-val=0.031306953389521115	f3-perplexity-train=4.8300601254726585	f3-perplexity-val=9.436507572542098	f4-bleu-val=0.03313043151926132	f4-perplexity-train=4.989283700362243	f4-perplexity-val=8.993394105614591	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9514259449922253	max-gpu-memory=58161434112	perplexity-train=10.064038569002838	perplexity-val=15.262666101033258	rouge1-val=0.38542722373568317	rouge2-val=0.10216913930354063	rougel-val=0.3215832131406921	signwriting-clip-val=0.1251756334141909	signwriting-similarity-val=0.3873122996611015	ter-val=79.30743243243244	time-elapsed=6867.595222234726
-93	avg-sec-per-sent-val=0.0058273418993623136	bleu-val=0.09243612720438904	chrf-val=28.333219696692712	converged=False	decode-walltime-val=5.017341375350952	diverged=False	epoch=5	f1-bleu-val=0.3500267653090921	f1-perplexity-train=1.21172324915088	f1-perplexity-val=1.3964823788211131	f2-bleu-val=0.2452400553282548	f2-perplexity-train=1.326444087620449	f2-perplexity-val=1.5909629991203613	f3-bleu-val=0.02957750600490361	f3-perplexity-train=4.86101072449354	f3-perplexity-val=9.761934570979308	f4-bleu-val=0.027853959198924808	f4-perplexity-train=5.0098217102269205	f4-perplexity-val=9.019767956927597	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9812442435113732	max-gpu-memory=58161434112	perplexity-train=10.108511766658289	perplexity-val=15.227543490227976	rouge1-val=0.3818097096767276	rouge2-val=0.1012289355564647	rougel-val=0.315558995163488	signwriting-clip-val=0.12163332845197945	signwriting-similarity-val=0.38439510557129897	ter-val=81.75675675675676	time-elapsed=6941.335677623749
-94	avg-sec-per-sent-val=0.005894632704997312	bleu-val=0.09583598764617865	chrf-val=28.48622084523207	converged=False	decode-walltime-val=5.0752787590026855	diverged=False	epoch=5	f1-bleu-val=0.36053479235088326	f1-perplexity-train=1.2120723275745755	f1-perplexity-val=1.3944890549132636	f2-bleu-val=0.26039124315716305	f2-perplexity-train=1.3262215707161453	f2-perplexity-val=1.589449742935709	f3-bleu-val=0.03290302156606348	f3-perplexity-train=4.8740733562356136	f3-perplexity-val=9.691182005588724	f4-bleu-val=0.03193391263265117	f4-perplexity-train=4.986164331304522	f4-perplexity-val=9.014826647093994	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0097330295728069	max-gpu-memory=58161434112	perplexity-train=10.111250916859845	perplexity-val=15.131710508656457	rouge1-val=0.3815271247088668	rouge2-val=0.09447591769756411	rougel-val=0.3138452135103978	signwriting-clip-val=0.1196004597634579	signwriting-similarity-val=0.3846151473290168	ter-val=81.88344594594594	time-elapsed=7017.333256959915
-95	avg-sec-per-sent-val=0.005564017578284499	bleu-val=0.10409616551150008	chrf-val=28.495652213781796	converged=False	decode-walltime-val=4.790619134902954	diverged=False	epoch=5	f1-bleu-val=0.34292643085838104	f1-perplexity-train=1.211620536986656	f1-perplexity-val=1.3993273356180402	f2-bleu-val=0.2604193138245575	f2-perplexity-train=1.3229217560720121	f2-perplexity-val=1.5921056733481667	f3-bleu-val=0.039892942062616996	f3-perplexity-train=4.836705107085933	f3-perplexity-val=9.56182071010185	f4-bleu-val=0.03753553519576403	f4-perplexity-train=4.976751205189047	f4-perplexity-val=9.027954354607843	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9910953232793734	max-gpu-memory=58161434112	perplexity-train=10.09094411498757	perplexity-val=15.400553514655632	rouge1-val=0.3840592646213442	rouge2-val=0.09779327451086331	rougel-val=0.317981969228983	signwriting-clip-val=0.1257959110773213	signwriting-similarity-val=0.38844739912899595	ter-val=80.1097972972973	time-elapsed=7094.717029809952
-96	avg-sec-per-sent-val=0.005696361211672616	bleu-val=0.10598251976202182	chrf-val=28.976434369174225	converged=False	decode-walltime-val=4.904567003250122	diverged=False	epoch=5	f1-bleu-val=0.3659695138209614	f1-perplexity-train=1.2138423322509488	f1-perplexity-val=1.393740829681102	f2-bleu-val=0.2692027112382356	f2-perplexity-train=1.326958843386744	f2-perplexity-val=1.5675274563109767	f3-bleu-val=0.03375808165061644	f3-perplexity-train=4.814235559587026	f3-perplexity-val=9.37953759567914	f4-bleu-val=0.03621605295060053	f4-perplexity-train=4.9316767351833795	f4-perplexity-val=8.914890398051396	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.945377977031349	max-gpu-memory=58161434112	perplexity-train=10.109994042312543	perplexity-val=15.275114646886784	rouge1-val=0.3879822863318458	rouge2-val=0.10032887805569864	rougel-val=0.3243197905931682	signwriting-clip-val=0.12534337479520577	signwriting-similarity-val=0.3910712072688778	ter-val=79.33558558558559	time-elapsed=7169.374037027359
-97	avg-sec-per-sent-val=0.005593927895150534	bleu-val=0.09837790518947175	chrf-val=27.977903137948264	converged=False	decode-walltime-val=4.816371917724609	diverged=False	epoch=5	f1-bleu-val=0.3341041306705798	f1-perplexity-train=1.2093873819756251	f1-perplexity-val=1.3989361648966538	f2-bleu-val=0.261133172913507	f2-perplexity-train=1.3212750436304623	f2-perplexity-val=1.5738717829069382	f3-bleu-val=0.03542250783117756	f3-perplexity-train=4.740045390627463	f3-perplexity-val=9.516194297543011	f4-bleu-val=0.034190333590164976	f4-perplexity-train=4.899254939699759	f4-perplexity-val=8.91476648369085	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0166212671329566	max-gpu-memory=58161434112	perplexity-train=9.989877742075835	perplexity-val=15.266562286680923	rouge1-val=0.38068785524486193	rouge2-val=0.09854973155809531	rougel-val=0.309034451444078	signwriting-clip-val=0.11623861532361959	signwriting-similarity-val=0.37667066442207736	ter-val=81.98198198198197	time-elapsed=7247.941051244736
-98	avg-sec-per-sent-val=0.005769338618864443	bleu-val=0.09712373463612989	chrf-val=28.467954969081543	converged=False	decode-walltime-val=4.967400550842285	diverged=False	epoch=6	f1-bleu-val=0.3456210942238877	f1-perplexity-train=1.2042058052418045	f1-perplexity-val=1.4272722009093701	f2-bleu-val=0.2643998787104722	f2-perplexity-train=1.3132001605021408	f2-perplexity-val=1.5989667034002508	f3-bleu-val=0.03375519061221125	f3-perplexity-train=4.630741006126844	f3-perplexity-val=9.842283465689315	f4-bleu-val=0.03418215416648322	f4-perplexity-train=4.756295831677668	f4-perplexity-val=9.293977081841058	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9823227690879189	max-gpu-memory=58161434112	perplexity-train=9.786576027523811	perplexity-val=15.765531062428229	rouge1-val=0.37725136970672357	rouge2-val=0.09624184207558224	rougel-val=0.3119841009393335	signwriting-clip-val=0.12750046160753545	signwriting-similarity-val=0.37985286289261927	ter-val=80.85585585585585	time-elapsed=7324.091549158096
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-100	avg-sec-per-sent-val=0.005949898740832675	bleu-val=0.10498790245838138	chrf-val=29.639918392704224	converged=False	decode-walltime-val=5.122862815856934	diverged=False	epoch=6	f1-bleu-val=0.3583032448424765	f1-perplexity-train=1.1984776812455535	f1-perplexity-val=1.4173707134790106	f2-bleu-val=0.2767727285072774	f2-perplexity-train=1.3035706424028435	f2-perplexity-val=1.5978134458470117	f3-bleu-val=0.03698036593541817	f3-perplexity-train=4.479890720198268	f3-perplexity-val=9.689380746582911	f4-bleu-val=0.03866218732739377	f4-perplexity-train=4.633778905254969	f4-perplexity-val=9.182194403733853	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0036668866717482	max-gpu-memory=58161434112	perplexity-train=9.602620262661253	perplexity-val=15.576806094370959	rouge1-val=0.3834511820184117	rouge2-val=0.09870256650085518	rougel-val=0.31574590358367877	signwriting-clip-val=0.12519528056818313	signwriting-similarity-val=0.3926637189631069	ter-val=81.65822072072072	time-elapsed=7476.438896894455
-101	avg-sec-per-sent-val=0.005693943519902423	bleu-val=0.09967739068684212	chrf-val=29.180683466478836	converged=False	decode-walltime-val=4.902485370635986	diverged=False	epoch=6	f1-bleu-val=0.37578542269535375	f1-perplexity-train=1.2022384293527408	f1-perplexity-val=1.4100493159366996	f2-bleu-val=0.27138308787524534	f2-perplexity-train=1.311889976804082	f2-perplexity-val=1.5881123132623414	f3-bleu-val=0.03224719257822292	f3-perplexity-train=4.58816774798486	f3-perplexity-val=9.890152034242256	f4-bleu-val=0.03174668316821426	f4-perplexity-train=4.712282454447014	f4-perplexity-val=9.3533467863663	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0066335124872958	max-gpu-memory=58161434112	perplexity-train=9.718084349027425	perplexity-val=15.692985713935357	rouge1-val=0.37695161919857917	rouge2-val=0.09909450158846264	rougel-val=0.31472350497777435	signwriting-clip-val=0.12255399202350332	signwriting-similarity-val=0.3904566489549962	ter-val=81.4329954954955	time-elapsed=7559.866902351379
-102	avg-sec-per-sent-val=0.006984080725569066	bleu-val=0.09685425447966026	chrf-val=28.23379543512332	converged=False	decode-walltime-val=6.013293504714966	diverged=False	epoch=6	f1-bleu-val=0.34481735270696545	f1-perplexity-train=1.2020827855765126	f1-perplexity-val=1.4120976709955935	f2-bleu-val=0.2665781802455101	f2-perplexity-train=1.3085028758981438	f2-perplexity-val=1.592708712563335	f3-bleu-val=0.03374083930849816	f3-perplexity-train=4.5331581665445	f3-perplexity-val=9.80144179845673	f4-bleu-val=0.03212124723794014	f4-perplexity-train=4.678953022751332	f4-perplexity-val=9.436813705563813	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0063280827360657	max-gpu-memory=58161434112	perplexity-train=9.674091446857267	perplexity-val=15.61174305125673	rouge1-val=0.3789584618580947	rouge2-val=0.09832447000901247	rougel-val=0.3127789094906495	signwriting-clip-val=0.12551757267380997	signwriting-similarity-val=0.38476968589251537	ter-val=81.82713963963964	time-elapsed=7639.611561059952
-103	avg-sec-per-sent-val=0.006088470332713908	bleu-val=0.11193607245631892	chrf-val=30.24049488681181	converged=False	decode-walltime-val=5.242172956466675	diverged=False	epoch=6	f1-bleu-val=0.3696899789380923	f1-perplexity-train=1.2014986420889135	f1-perplexity-val=1.4096476323994882	f2-bleu-val=0.2823071881765855	f2-perplexity-train=1.3084968105935593	f2-perplexity-val=1.6250643805445526	f3-bleu-val=0.039647680939396135	f3-perplexity-train=4.507642186212399	f3-perplexity-val=10.00208487175004	f4-bleu-val=0.038024854976023904	f4-perplexity-train=4.6418432826845555	f4-perplexity-val=9.488932085126331	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9687793314437954	max-gpu-memory=58161434112	perplexity-train=9.652458893143585	perplexity-val=15.51666830547681	rouge1-val=0.38086618939454236	rouge2-val=0.10401026153034403	rougel-val=0.3208682314625255	signwriting-clip-val=0.1287395150644616	signwriting-similarity-val=0.39928452392702807	ter-val=79.09628378378379	time-elapsed=7716.58854341507
-104	avg-sec-per-sent-val=0.007031563405514318	bleu-val=0.10907589674142339	chrf-val=29.287869100650134	converged=False	decode-walltime-val=6.054176092147827	diverged=False	epoch=6	f1-bleu-val=0.36038485000372544	f1-perplexity-train=1.2000238400564704	f1-perplexity-val=1.4081595189895129	f2-bleu-val=0.28136796459499863	f2-perplexity-train=1.3061163287259583	f2-perplexity-val=1.6079134462605351	f3-bleu-val=0.036320218160890656	f3-perplexity-train=4.538796196337872	f3-perplexity-val=9.917787496559821	f4-bleu-val=0.03689236859177977	f4-perplexity-train=4.659887214612248	f4-perplexity-val=9.501418443086937	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9848181205169546	max-gpu-memory=58161434112	perplexity-train=9.676001007771253	perplexity-val=15.561762693605928	rouge1-val=0.38101935770497675	rouge2-val=0.09684039779539257	rougel-val=0.3201700409048788	signwriting-clip-val=0.12478464149299935	signwriting-similarity-val=0.39636101691427394	ter-val=80.2927927927928	time-elapsed=7796.829215764999
-105	avg-sec-per-sent-val=0.006905245310199662	bleu-val=0.11373273311598141	chrf-val=29.387240213887473	converged=False	decode-walltime-val=5.945416212081909	diverged=False	epoch=6	f1-bleu-val=0.3535626067307887	f1-perplexity-train=1.2008900447057946	f1-perplexity-val=1.420471476450784	f2-bleu-val=0.274962553172818	f2-perplexity-train=1.3080215347069641	f2-perplexity-val=1.6062538831218127	f3-bleu-val=0.04691364390731898	f3-perplexity-train=4.483253419019795	f3-perplexity-val=10.206703003683659	f4-bleu-val=0.04709846974337702	f4-perplexity-train=4.640493123309351	f4-perplexity-val=9.338166717628754	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9680128669965826	max-gpu-memory=58161434112	perplexity-train=9.639749990289376	perplexity-val=15.553057505953614	rouge1-val=0.386528812196215	rouge2-val=0.10010666369789167	rougel-val=0.3235208246157873	signwriting-clip-val=0.12542265541873154	signwriting-similarity-val=0.3911296108030369	ter-val=79.37781531531532	time-elapsed=7875.421783447266
-106	avg-sec-per-sent-val=0.005984962886495734	bleu-val=0.10099440914611589	chrf-val=28.83080013260915	converged=False	decode-walltime-val=5.153053045272827	diverged=False	epoch=6	f1-bleu-val=0.35158529051955606	f1-perplexity-train=1.2005611472491746	f1-perplexity-val=1.4008952929901426	f2-bleu-val=0.27779605896054504	f2-perplexity-train=1.305883455419533	f2-perplexity-val=1.5958509942736456	f3-bleu-val=0.038666481789937535	f3-perplexity-train=4.459159071514834	f3-perplexity-val=9.952471079960516	f4-bleu-val=0.03870399533299472	f4-perplexity-train=4.592719252602695	f4-perplexity-val=9.30114762629694	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.003341333936329	max-gpu-memory=58161434112	perplexity-train=9.5680658557626	perplexity-val=15.592160068414199	rouge1-val=0.37746822719506223	rouge2-val=0.09649463025168169	rougel-val=0.3128797958726737	signwriting-clip-val=0.12427316034298161	signwriting-similarity-val=0.38626213146104754	ter-val=81.33445945945947	time-elapsed=7953.106199979782
-107	avg-sec-per-sent-val=0.005722880501918815	bleu-val=0.11437093806981068	chrf-val=29.548925065506737	converged=False	decode-walltime-val=4.9274001121521	diverged=False	epoch=6	f1-bleu-val=0.36394774517003325	f1-perplexity-train=1.2019602913468792	f1-perplexity-val=1.4151232362342303	f2-bleu-val=0.26927816110870184	f2-perplexity-train=1.3056537580734355	f2-perplexity-val=1.6131715166241027	f3-bleu-val=0.04273435798179799	f3-perplexity-train=4.474278346559291	f3-perplexity-val=10.086396921503907	f4-bleu-val=0.04289673504257518	f4-perplexity-train=4.6263222684522995	f4-perplexity-val=9.30481420782153	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9884998747808051	max-gpu-memory=58161434112	perplexity-train=9.613961223540967	perplexity-val=15.679069893155239	rouge1-val=0.37917431364964954	rouge2-val=0.09723631109004321	rougel-val=0.3153664317945582	signwriting-clip-val=0.12675680818131385	signwriting-similarity-val=0.3922035576427574	ter-val=79.8141891891892	time-elapsed=8032.598881244659
-108	avg-sec-per-sent-val=0.00561389302819725	bleu-val=0.10700836897806845	chrf-val=28.858362311159517	converged=False	decode-walltime-val=4.833561897277832	diverged=False	epoch=6	f1-bleu-val=0.35967712565873294	f1-perplexity-train=1.198709864130044	f1-perplexity-val=1.4063595014159553	f2-bleu-val=0.26101598410272	f2-perplexity-train=1.3047915653485922	f2-perplexity-val=1.5985300176652744	f3-bleu-val=0.036086285077533954	f3-perplexity-train=4.4829585708827295	f3-perplexity-val=10.01553990823486	f4-bleu-val=0.03446845068413304	f4-perplexity-train=4.622792343197716	f4-perplexity-val=9.319396117716702	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.9902346243243961	max-gpu-memory=58161434112	perplexity-train=9.623079377858295	perplexity-val=15.537012270463116	rouge1-val=0.382370848278011	rouge2-val=0.1033173557693867	rougel-val=0.31638895189087207	signwriting-clip-val=0.12769392222375905	signwriting-similarity-val=0.39056071392952096	ter-val=80.70101351351352	time-elapsed=8110.6383600234985
-109	avg-sec-per-sent-val=0.0057581077469350565	bleu-val=0.1094421958539872	chrf-val=28.846424239550505	converged=False	decode-walltime-val=4.957730770111084	diverged=False	epoch=6	f1-bleu-val=0.35602657407927774	f1-perplexity-train=1.2015794749988036	f1-perplexity-val=1.4043821042906532	f2-bleu-val=0.2724522222875121	f2-perplexity-train=1.305491636578913	f2-perplexity-val=1.5912780533107782	f3-bleu-val=0.0420507839568414	f3-perplexity-train=4.511808383395792	f3-perplexity-val=9.893672991656187	f4-bleu-val=0.04250580218089711	f4-perplexity-train=4.6536353174467076	f4-perplexity-val=9.222814431015882	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.0002477498184306	max-gpu-memory=58161434112	perplexity-train=9.684187078795494	perplexity-val=15.28889028399106	rouge1-val=0.376946366591666	rouge2-val=0.09475365201151627	rougel-val=0.31360982232771445	signwriting-clip-val=0.1274644676920429	signwriting-similarity-val=0.3957421119617365	ter-val=80.81362612612612	time-elapsed=8195.660584688187
-110	avg-sec-per-sent-val=0.005552901069738585	bleu-val=0.11099958454097761	chrf-val=28.661464482602355	converged=False	decode-walltime-val=4.781047821044922	diverged=False	epoch=6	f1-bleu-val=0.3610124186906825	f1-perplexity-train=1.2011801492594514	f1-perplexity-val=1.4069381592871735	f2-bleu-val=0.26399906575066767	f2-perplexity-train=1.3093562536197	f2-perplexity-val=1.596918502725061	f3-bleu-val=0.04551574760062545	f3-perplexity-train=4.51616723308558	f3-perplexity-val=9.766967259783156	f4-bleu-val=0.04338316436771225	f4-perplexity-train=4.635926604708853	f4-perplexity-val=9.186213022697991	learning-rate=0.00014580000000000002	length-ratio-mse-val=0.97133740854696	max-gpu-memory=58161434112	perplexity-train=9.651381233353403	perplexity-val=15.271686574130404	rouge1-val=0.38262572238909365	rouge2-val=0.09957922472827356	rougel-val=0.3183666341974388	signwriting-clip-val=0.1198060774310891	signwriting-similarity-val=0.39757038683412443	ter-val=80.48986486486487	time-elapsed=8273.438604831696
-111	avg-sec-per-sent-val=0.0056595002040353524	bleu-val=0.1061798326445658	chrf-val=29.08950208511845	converged=False	decode-walltime-val=4.8728296756744385	diverged=False	epoch=6	f1-bleu-val=0.3632753686199257	f1-perplexity-train=1.1978502149025092	f1-perplexity-val=1.4101645967406986	f2-bleu-val=0.27592830423179193	f2-perplexity-train=1.303500222987543	f2-perplexity-val=1.601679453674071	f3-bleu-val=0.04106251626793074	f3-perplexity-train=4.437489727337659	f3-perplexity-val=10.093174958565271	f4-bleu-val=0.04260842067613454	f4-perplexity-train=4.568777153322147	f4-perplexity-val=9.464295329357398	learning-rate=0.00014580000000000002	length-ratio-mse-val=1.018149970663975	max-gpu-memory=58161434112	perplexity-train=9.56729957391216	perplexity-val=15.424295399416538	rouge1-val=0.3804536796425282	rouge2-val=0.09288911356068279	rougel-val=0.31353169321924024	signwriting-clip-val=0.12166045024330131	signwriting-similarity-val=0.39740781817049126	ter-val=81.4893018018018	time-elapsed=8349.606839418411
-112	avg-sec-per-sent-val=0.0058595530524347995	bleu-val=0.09486904381866161	chrf-val=27.52990582655133	converged=False	decode-walltime-val=5.045075178146362	diverged=False	epoch=6	f1-bleu-val=0.34307410796520876	f1-perplexity-train=1.199105598434446	f1-perplexity-val=1.4058713607761442	f2-bleu-val=0.25749754213825815	f2-perplexity-train=1.3062516165125397	f2-perplexity-val=1.6033187392366894	f3-bleu-val=0.033171719200211364	f3-perplexity-train=4.504183092115522	f3-perplexity-val=9.98936257877095	f4-bleu-val=0.03514255591801683	f4-perplexity-train=4.639978566307528	f4-perplexity-val=9.41657296362299	learning-rate=0.00013122000000000003	length-ratio-mse-val=0.9967594530070524	max-gpu-memory=58161434112	perplexity-train=9.634749394657682	perplexity-val=15.615551006026182	rouge1-val=0.374877148953552	rouge2-val=0.09413019280223636	rougel-val=0.3106255388476028	signwriting-clip-val=0.1209763416270839	signwriting-similarity-val=0.3838774822725962	ter-val=82.19313063063063	time-elapsed=8427.627259254456
-113	avg-sec-per-sent-val=0.00580190753826004	bleu-val=0.10166530551043092	chrf-val=28.430020635023833	converged=False	decode-walltime-val=4.9954423904418945	diverged=False	epoch=6	f1-bleu-val=0.3582310719777324	f1-perplexity-train=1.1973082359698801	f1-perplexity-val=1.408127771922524	f2-bleu-val=0.2623546267088884	f2-perplexity-train=1.3029642885150512	f2-perplexity-val=1.6129410971689326	f3-bleu-val=0.036903083995154046	f3-perplexity-train=4.43242839342893	f3-perplexity-val=10.019171314562202	f4-bleu-val=0.037885268123312284	f4-perplexity-train=4.58142596914595	f4-perplexity-val=9.372294663215127	learning-rate=0.00013122000000000003	length-ratio-mse-val=1.0143515151391163	max-gpu-memory=58161434112	perplexity-train=9.560962916256878	perplexity-val=15.689688801639575	rouge1-val=0.37702025793949606	rouge2-val=0.09558594880270171	rougel-val=0.31153553699321174	signwriting-clip-val=0.13108254243248185	signwriting-similarity-val=0.3889399972942889	ter-val=82.29166666666666	time-elapsed=8502.301222324371
-114	avg-sec-per-sent-val=0.005871889621677022	bleu-val=0.10625315935913003	chrf-val=29.149703921967685	converged=False	decode-walltime-val=5.055696964263916	diverged=False	epoch=7	f1-bleu-val=0.36909986236075926	f1-perplexity-train=1.1911352337561334	f1-perplexity-val=1.412245895954141	f2-bleu-val=0.26963378377077685	f2-perplexity-train=1.2916098386876051	f2-perplexity-val=1.6204800587017911	f3-bleu-val=0.04109925304903199	f3-perplexity-train=4.315592436281614	f3-perplexity-val=10.09582687942198	f4-bleu-val=0.04590913706012212	f4-perplexity-train=4.4416255714488955	f4-perplexity-val=9.47834226469017	learning-rate=0.00013122000000000003	length-ratio-mse-val=1.0066889971414725	max-gpu-memory=58161434112	perplexity-train=9.339004044590643	perplexity-val=15.517297103443443	rouge1-val=0.37906052221179576	rouge2-val=0.09805147673805176	rougel-val=0.3141075281104904	signwriting-clip-val=0.12954497668712586	signwriting-similarity-val=0.3916389707957428	ter-val=80.33502252252252	time-elapsed=8579.341237783432
-115	avg-sec-per-sent-val=0.0058774186620590444	bleu-val=0.10879961101183738	chrf-val=29.516276673120323	converged=False	decode-walltime-val=5.060457468032837	diverged=False	epoch=7	f1-bleu-val=0.36947655437872634	f1-perplexity-train=1.192019881302232	f1-perplexity-val=1.4177196548762017	f2-bleu-val=0.2674500154454204	f2-perplexity-train=1.2932189963997294	f2-perplexity-val=1.6175832308656248	f3-bleu-val=0.04146792489139359	f3-perplexity-train=4.281958853073169	f3-perplexity-val=10.320254536994508	f4-bleu-val=0.040761027099374354	f4-perplexity-train=4.442012650468754	f4-perplexity-val=9.697986367423784	learning-rate=0.00013122000000000003	length-ratio-mse-val=0.977231272811098	max-gpu-memory=58161434112	perplexity-train=9.343515750915563	perplexity-val=15.77022699842793	rouge1-val=0.3806532807956269	rouge2-val=0.10138724286130593	rougel-val=0.31773783406898765	signwriting-clip-val=0.1280768356463384	signwriting-similarity-val=0.3906733279262553	ter-val=79.51858108108108	time-elapsed=8657.60850429535
-116	avg-sec-per-sent-val=0.005821673573794127	bleu-val=0.10958845958477942	chrf-val=29.865875848274893	converged=False	decode-walltime-val=5.012460947036743	diverged=False	epoch=7	f1-bleu-val=0.38294775373113554	f1-perplexity-train=1.194694574990556	f1-perplexity-val=1.4227347959060168	f2-bleu-val=0.27431686081005274	f2-perplexity-train=1.2954253116463579	f2-perplexity-val=1.6199712784708544	f3-bleu-val=0.04090075788727969	f3-perplexity-train=4.347003790452569	f3-perplexity-val=10.272968432932661	f4-bleu-val=0.039712443366974264	f4-perplexity-train=4.476781281394543	f4-perplexity-val=9.779426987100637	learning-rate=0.00013122000000000003	length-ratio-mse-val=1.0244694591553252	max-gpu-memory=58161434112	perplexity-train=9.405290114037602	perplexity-val=15.4308363749887	rouge1-val=0.3825228457112505	rouge2-val=0.1030415954349961	rougel-val=0.3163376934177564	signwriting-clip-val=0.12516311931631524	signwriting-similarity-val=0.3898757425893773	ter-val=81.25	time-elapsed=8736.643689632416
-117	avg-sec-per-sent-val=0.0056637405103092	bleu-val=0.11158287752708505	chrf-val=29.751619275179266	converged=False	decode-walltime-val=4.876480579376221	diverged=False	epoch=7	f1-bleu-val=0.3768842005143877	f1-perplexity-train=1.1928378633832126	f1-perplexity-val=1.4201945555037667	f2-bleu-val=0.2775104191639189	f2-perplexity-train=1.2969125201723113	f2-perplexity-val=1.613531355457057	f3-bleu-val=0.03928289862539239	f3-perplexity-train=4.322840715769876	f3-perplexity-val=10.188721097999656	f4-bleu-val=0.03972206902795677	f4-perplexity-train=4.464110154357569	f4-perplexity-val=9.752326526365813	learning-rate=0.00013122000000000003	length-ratio-mse-val=1.0065193132265586	max-gpu-memory=58161434112	perplexity-train=9.408509560336162	perplexity-val=15.62084631115738	rouge1-val=0.38283909334488514	rouge2-val=0.10075061352427589	rougel-val=0.31647684979800916	signwriting-clip-val=0.12274284627419463	signwriting-similarity-val=0.390469876310396	ter-val=80.7713963963964	time-elapsed=8816.06573343277
-118	avg-sec-per-sent-val=0.005530807337832922	bleu-val=0.11150938885005551	chrf-val=29.658652907212492	converged=False	decode-walltime-val=4.7620251178741455	diverged=False	epoch=7	f1-bleu-val=0.36754410943125515	f1-perplexity-train=1.1932733952282943	f1-perplexity-val=1.4019348968313294	f2-bleu-val=0.2817596426515296	f2-perplexity-train=1.2968874881581172	f2-perplexity-val=1.607470506170724	f3-bleu-val=0.04327214740962697	f3-perplexity-train=4.325432421891702	f3-perplexity-val=10.077543066881747	f4-bleu-val=0.042069162408308367	f4-perplexity-train=4.475687464366826	f4-perplexity-val=9.525428443732658	learning-rate=0.00013122000000000003	length-ratio-mse-val=0.970073243941807	max-gpu-memory=58161434112	perplexity-train=9.426286224358508	perplexity-val=15.52576708601429	rouge1-val=0.3796762804514997	rouge2-val=0.09715160094948418	rougel-val=0.31786391933760727	signwriting-clip-val=0.12692480317980018	signwriting-similarity-val=0.3955416996764614	ter-val=78.53322072072072	time-elapsed=8895.118314027786
-119	avg-sec-per-sent-val=0.0055152649940375525	bleu-val=0.10135895431931095	chrf-val=29.501638871351126	converged=False	decode-walltime-val=4.748643159866333	diverged=False	epoch=7	f1-bleu-val=0.36102924394010594	f1-perplexity-train=1.191960824669925	f1-perplexity-val=1.4095175128360453	f2-bleu-val=0.27594406801788646	f2-perplexity-train=1.292748730452887	f2-perplexity-val=1.6088411959950857	f3-bleu-val=0.034879186189070516	f3-perplexity-train=4.258200991327047	f3-perplexity-val=10.121737961417924	f4-bleu-val=0.03617562727229826	f4-perplexity-train=4.41493274148724	f4-perplexity-val=9.724635839582032	learning-rate=0.00013122000000000003	length-ratio-mse-val=0.9880590806733598	max-gpu-memory=58161434112	perplexity-train=9.343749572075813	perplexity-val=15.596104297287498	rouge1-val=0.37905778053245975	rouge2-val=0.09956271675033986	rougel-val=0.3153672713324554	signwriting-clip-val=0.1269316529415972	signwriting-similarity-val=0.3954224793623508	ter-val=79.75788288288288	time-elapsed=8973.10728931427
-120	avg-sec-per-sent-val=0.0053558906196301825	bleu-val=0.10555699744966156	chrf-val=29.392505292180655	converged=False	decode-walltime-val=4.611421823501587	diverged=False	epoch=7	f1-bleu-val=0.3626690818918929	f1-perplexity-train=1.1948972578692727	f1-perplexity-val=1.411442252211966	f2-bleu-val=0.2662444711147818	f2-perplexity-train=1.2972292092872575	f2-perplexity-val=1.6227920625201822	f3-bleu-val=0.04385173325995155	f3-perplexity-train=4.371532078317472	f3-perplexity-val=10.187945895051014	f4-bleu-val=0.035703679614827004	f4-perplexity-train=4.497490486449161	f4-perplexity-val=9.701449783752118	learning-rate=0.00011809800000000003	length-ratio-mse-val=0.9944116840154309	max-gpu-memory=58161434112	perplexity-train=9.446332887383754	perplexity-val=15.75416868654232	rouge1-val=0.3864877287492	rouge2-val=0.0995467515696936	rougel-val=0.3209183767448593	signwriting-clip-val=0.12591744685555298	signwriting-similarity-val=0.39535528564045397	ter-val=79.89864864864865	time-elapsed=9052.033375501633
-121	avg-sec-per-sent-val=0.005893995260666195	bleu-val=0.10286960630062261	chrf-val=28.978823285884285	converged=False	decode-walltime-val=5.074729919433594	diverged=False	epoch=7	f1-bleu-val=0.3687921574964859	f1-perplexity-train=1.1935294353037766	f1-perplexity-val=1.4154483749693003	f2-bleu-val=0.2627157627852243	f2-perplexity-train=1.296446140341541	f2-perplexity-val=1.6110155331660307	f3-bleu-val=0.04025065233339757	f3-perplexity-train=4.338561680486533	f3-perplexity-val=10.400692289636316	f4-bleu-val=0.040794211397981554	f4-perplexity-train=4.4853660683230725	f4-perplexity-val=9.724747864054896	learning-rate=0.00011809800000000003	length-ratio-mse-val=1.014661642842553	max-gpu-memory=58161434112	perplexity-train=9.392232566129616	perplexity-val=15.855025061540532	rouge1-val=0.37962242594589524	rouge2-val=0.09655277715390882	rougel-val=0.31267570904569914	signwriting-clip-val=0.12471781403440702	signwriting-similarity-val=0.3934140418694824	ter-val=81.33445945945947	time-elapsed=9127.594244718552
-122	avg-sec-per-sent-val=0.005688675050813008	bleu-val=0.10985967433507042	chrf-val=29.174639113216934	converged=False	decode-walltime-val=4.89794921875	diverged=False	epoch=7	f1-bleu-val=0.3711974564759926	f1-perplexity-train=1.1884970035061577	f1-perplexity-val=1.4248637578157464	f2-bleu-val=0.27021653689136993	f2-perplexity-train=1.2885821297956668	f2-perplexity-val=1.6141898558698988	f3-bleu-val=0.04690209700496562	f3-perplexity-train=4.271478207562048	f3-perplexity-val=10.37433818512251	f4-bleu-val=0.045891771249457286	f4-perplexity-train=4.418660846608961	f4-perplexity-val=9.6648754897015	learning-rate=0.00011809800000000003	length-ratio-mse-val=0.9833795348767813	max-gpu-memory=58161434112	perplexity-train=9.291536521944726	perplexity-val=15.862288611463025	rouge1-val=0.38048379779351094	rouge2-val=0.1008192270776551	rougel-val=0.3172424421542158	signwriting-clip-val=0.12739911877131577	signwriting-similarity-val=0.3972475979700142	ter-val=79.49042792792793	time-elapsed=9203.596426486969
-123	avg-sec-per-sent-val=0.005880978880028276	bleu-val=0.10314200321847496	chrf-val=29.00447995723968	converged=False	decode-walltime-val=5.063522815704346	diverged=False	epoch=7	f1-bleu-val=0.3648086264304517	f1-perplexity-train=1.1908938606169657	f1-perplexity-val=1.417996074670601	f2-bleu-val=0.27278817346891815	f2-perplexity-train=1.2904585661361934	f2-perplexity-val=1.6214412386687687	f3-bleu-val=0.04002245982664739	f3-perplexity-train=4.279641690266423	f3-perplexity-val=10.393910075364309	f4-bleu-val=0.03788497856525487	f4-perplexity-train=4.418634778450064	f4-perplexity-val=9.943335674338561	learning-rate=0.00011809800000000003	length-ratio-mse-val=1.0244656301414246	max-gpu-memory=58161434112	perplexity-train=9.333780312352234	perplexity-val=15.80849715756514	rouge1-val=0.3740714309964944	rouge2-val=0.09200748392101821	rougel-val=0.3067339020965542	signwriting-clip-val=0.13064685820155147	signwriting-similarity-val=0.38890958162759853	ter-val=82.31981981981981	time-elapsed=9277.428978204727
-124	avg-sec-per-sent-val=0.0057740624081105444	bleu-val=0.0958467786143629	chrf-val=28.875481754696985	converged=False	decode-walltime-val=4.971467733383179	diverged=False	epoch=7	f1-bleu-val=0.35970556197443443	f1-perplexity-train=1.1928607040598291	f1-perplexity-val=1.4264615704744763	f2-bleu-val=0.26473806979002507	f2-perplexity-train=1.2944008613803049	f2-perplexity-val=1.6355893521965061	f3-bleu-val=0.03046509569496236	f3-perplexity-train=4.347470815373607	f3-perplexity-val=10.375797779317542	f4-bleu-val=0.029330955222958085	f4-perplexity-train=4.482865694170569	f4-perplexity-val=9.813386692210605	learning-rate=0.00011809800000000003	length-ratio-mse-val=1.0253613287926326	max-gpu-memory=58161434112	perplexity-train=9.433911304644635	perplexity-val=15.785046016918585	rouge1-val=0.37821363642613615	rouge2-val=0.09616906261837706	rougel-val=0.31039260349772807	signwriting-clip-val=0.1304040983544812	signwriting-similarity-val=0.39117505558351534	ter-val=82.06644144144144	time-elapsed=9355.288719654083
-125	avg-sec-per-sent-val=0.0059653690883091515	bleu-val=0.09403453572914831	chrf-val=28.229388252396326	converged=False	decode-walltime-val=5.13618278503418	diverged=False	epoch=7	f1-bleu-val=0.3596314171147471	f1-perplexity-train=1.192257875815002	f1-perplexity-val=1.4241083029508146	f2-bleu-val=0.25870038420287456	f2-perplexity-train=1.296729865405146	f2-perplexity-val=1.6299991721314973	f3-bleu-val=0.03821868486010465	f3-perplexity-train=4.3400380254083535	f3-perplexity-val=10.33883010636649	f4-bleu-val=0.03444358472382673	f4-perplexity-train=4.481643133384469	f4-perplexity-val=9.617936594075344	learning-rate=0.00011809800000000003	length-ratio-mse-val=1.0041098165478073	max-gpu-memory=58161434112	perplexity-train=9.408472602047242	perplexity-val=15.745711123905922	rouge1-val=0.3797539511310402	rouge2-val=0.09554139868004423	rougel-val=0.3154503753919047	signwriting-clip-val=0.12241787406990173	signwriting-similarity-val=0.3932831783030997	ter-val=81.63006756756756	time-elapsed=9433.755306959152
-126	avg-sec-per-sent-val=0.005555884486429921	bleu-val=0.11288023072520671	chrf-val=29.250271763641354	converged=False	decode-walltime-val=4.783616542816162	diverged=False	epoch=7	f1-bleu-val=0.35627852550292644	f1-perplexity-train=1.19515917465137	f1-perplexity-val=1.4194660125632828	f2-bleu-val=0.2662443106825062	f2-perplexity-train=1.2981682140272173	f2-perplexity-val=1.6283336707909117	f3-bleu-val=0.04575191660136366	f3-perplexity-train=4.3557189791056174	f3-perplexity-val=9.919538783848594	f4-bleu-val=0.043314356282211426	f4-perplexity-train=4.502842665631498	f4-perplexity-val=9.52581407398014	learning-rate=0.00011809800000000003	length-ratio-mse-val=0.9703142306848015	max-gpu-memory=58161434112	perplexity-train=9.446389581712864	perplexity-val=15.651161572765934	rouge1-val=0.3886541402984363	rouge2-val=0.10092089871466692	rougel-val=0.3249545803520055	signwriting-clip-val=0.11843122058449601	signwriting-similarity-val=0.39389603489072844	ter-val=78.40653153153153	time-elapsed=9509.834834337234
-127	avg-sec-per-sent-val=0.006005417317602	bleu-val=0.10322535207382161	chrf-val=28.685560330786565	converged=False	decode-walltime-val=5.170664310455322	diverged=False	epoch=7	f1-bleu-val=0.3509388492475251	f1-perplexity-train=1.192275030534071	f1-perplexity-val=1.4203218273910596	f2-bleu-val=0.2615161478954525	f2-perplexity-train=1.2922117662358994	f2-perplexity-val=1.6306914716414944	f3-bleu-val=0.04174975127838377	f3-perplexity-train=4.296529623842176	f3-perplexity-val=10.25423550023087	f4-bleu-val=0.04399797675165988	f4-perplexity-train=4.42473612936886	f4-perplexity-val=9.604597136933602	learning-rate=0.00011809800000000003	length-ratio-mse-val=1.0187210848803798	max-gpu-memory=58161434112	perplexity-train=9.345728352020243	perplexity-val=15.554652828678702	rouge1-val=0.376941471194288	rouge2-val=0.09606959618381451	rougel-val=0.31252272862753283	signwriting-clip-val=0.12512950888352467	signwriting-similarity-val=0.38875304032319585	ter-val=81.40484234234235	time-elapsed=9584.46302485466
-128	avg-sec-per-sent-val=0.006033594184636239	bleu-val=0.11090584061190317	chrf-val=29.932772574613413	converged=False	decode-walltime-val=5.194924592971802	diverged=False	epoch=7	f1-bleu-val=0.36965204927221906	f1-perplexity-train=1.1923600575902569	f1-perplexity-val=1.411246612293304	f2-bleu-val=0.2787507385384096	f2-perplexity-train=1.294321333751045	f2-perplexity-val=1.610432697070162	f3-bleu-val=0.04596157092101736	f3-perplexity-train=4.349452412317114	f3-perplexity-val=10.098842900517498	f4-bleu-val=0.043502736303179426	f4-perplexity-train=4.4774188232273175	f4-perplexity-val=9.477225304994489	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.997619448895198	max-gpu-memory=58161434112	perplexity-train=9.384457120511748	perplexity-val=15.583510078999257	rouge1-val=0.38511592124783905	rouge2-val=0.1018565551683441	rougel-val=0.32045388960848264	signwriting-clip-val=0.12111091406033758	signwriting-similarity-val=0.3945209314427915	ter-val=80.78547297297297	time-elapsed=9659.853241682053
-129	avg-sec-per-sent-val=0.0057237408579295795	bleu-val=0.10925227285714255	chrf-val=29.469856001789076	converged=False	decode-walltime-val=4.928140878677368	diverged=False	epoch=7	f1-bleu-val=0.3579177748729952	f1-perplexity-train=1.18879631066002	f1-perplexity-val=1.4139435878245863	f2-bleu-val=0.2664588263755396	f2-perplexity-train=1.2884390314185568	f2-perplexity-val=1.6061755679582315	f3-bleu-val=0.044344329767132484	f3-perplexity-train=4.246622593076193	f3-perplexity-val=10.088013346702512	f4-bleu-val=0.043144329771295294	f4-perplexity-train=4.392317807892441	f4-perplexity-val=9.40095481838426	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.9695518858064273	max-gpu-memory=58161434112	perplexity-train=9.237706798947512	perplexity-val=15.538713260340336	rouge1-val=0.38642765512370136	rouge2-val=0.10189659307818852	rougel-val=0.31932845111368763	signwriting-clip-val=0.12841631355506133	signwriting-similarity-val=0.39090894903209006	ter-val=79.71565315315316	time-elapsed=9739.957857131958
-130	avg-sec-per-sent-val=0.005839841014139882	bleu-val=0.1092534010651073	chrf-val=29.81734331991544	converged=False	decode-walltime-val=5.0281031131744385	diverged=False	epoch=8	f1-bleu-val=0.36232833789420466	f1-perplexity-train=1.186067347845343	f1-perplexity-val=1.4204950438861956	f2-bleu-val=0.27471728202700946	f2-perplexity-train=1.2847074212873302	f2-perplexity-val=1.6013604739111402	f3-bleu-val=0.038209445110235135	f3-perplexity-train=4.18280488954776	f3-perplexity-val=9.999968331978483	f4-bleu-val=0.03669791303308457	f4-perplexity-train=4.358226941870254	f4-perplexity-val=9.409327492548194	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0159196253741407	max-gpu-memory=58161434112	perplexity-train=9.187025839048585	perplexity-val=15.391891534374702	rouge1-val=0.3822412602533145	rouge2-val=0.10246157515297268	rougel-val=0.3167820670166497	signwriting-clip-val=0.1254014714059077	signwriting-similarity-val=0.3991128073771585	ter-val=80.51801801801803	time-elapsed=9819.197407245636
-131	avg-sec-per-sent-val=0.005962359919088366	bleu-val=0.11226059384712357	chrf-val=29.680533818605415	converged=False	decode-walltime-val=5.133591890335083	diverged=False	epoch=8	f1-bleu-val=0.36816785239275795	f1-perplexity-train=1.1889835294480855	f1-perplexity-val=1.4179539488378536	f2-bleu-val=0.27371424323858884	f2-perplexity-train=1.2866108555178106	f2-perplexity-val=1.619871655194824	f3-bleu-val=0.03820575170042053	f3-perplexity-train=4.245057136634832	f3-perplexity-val=10.033492222026757	f4-bleu-val=0.03844938623013052	f4-perplexity-train=4.3681351973892335	f4-perplexity-val=9.508857626845847	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.9906650850773382	max-gpu-memory=58161434112	perplexity-train=9.264675304955343	perplexity-val=15.546617927563474	rouge1-val=0.38802432869207315	rouge2-val=0.1079481535183983	rougel-val=0.3229108970385764	signwriting-clip-val=0.12753963918407835	signwriting-similarity-val=0.4018727461953751	ter-val=80.48986486486487	time-elapsed=9896.426047801971
-132	avg-sec-per-sent-val=0.005980835005242927	bleu-val=0.10890763967203876	chrf-val=29.340893946431873	converged=False	decode-walltime-val=5.14949893951416	diverged=False	epoch=8	f1-bleu-val=0.36147162943335154	f1-perplexity-train=1.1897464943962144	f1-perplexity-val=1.4226835049348816	f2-bleu-val=0.26951224459178735	f2-perplexity-train=1.288957141295787	f2-perplexity-val=1.6214413804154042	f3-bleu-val=0.04098733379812746	f3-perplexity-train=4.222605322535945	f3-perplexity-val=10.46370973172796	f4-bleu-val=0.03794193118433803	f4-perplexity-train=4.369048026246935	f4-perplexity-val=9.788943675798155	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0552962963674524	max-gpu-memory=58161434112	perplexity-train=9.261820169928836	perplexity-val=15.773348162124018	rouge1-val=0.38025940559531063	rouge2-val=0.10071779460994992	rougel-val=0.31174800512138917	signwriting-clip-val=0.12081165747710533	signwriting-similarity-val=0.3918443590301881	ter-val=82.82657657657657	time-elapsed=9977.70505452156
-133	avg-sec-per-sent-val=0.006789239856839596	bleu-val=0.10999775947002782	chrf-val=30.292520296450864	converged=False	decode-walltime-val=5.845535516738892	diverged=False	epoch=8	f1-bleu-val=0.37042480276084583	f1-perplexity-train=1.188181769037097	f1-perplexity-val=1.4182828762741322	f2-bleu-val=0.2858527012578262	f2-perplexity-train=1.2881850664768868	f2-perplexity-val=1.615079667552089	f3-bleu-val=0.04382114932590852	f3-perplexity-train=4.243132623030307	f3-perplexity-val=9.810369614124292	f4-bleu-val=0.04153673887542411	f4-perplexity-train=4.375026222971626	f4-perplexity-val=9.375314445425541	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.9789629655933623	max-gpu-memory=58161434112	perplexity-train=9.277892352585459	perplexity-val=15.135000109130326	rouge1-val=0.3865267174924335	rouge2-val=0.10079185485586417	rougel-val=0.3211168274228764	signwriting-clip-val=0.12477392933556418	signwriting-similarity-val=0.3907035467251506	ter-val=78.75844594594594	time-elapsed=10055.215084075928
-134	avg-sec-per-sent-val=0.006179649793866342	bleu-val=0.11228098324755374	chrf-val=30.28458537796969	converged=False	decode-walltime-val=5.320678472518921	diverged=False	epoch=8	f1-bleu-val=0.3877575756943342	f1-perplexity-train=1.1880676756147406	f1-perplexity-val=1.4164927682176836	f2-bleu-val=0.2871333031652819	f2-perplexity-train=1.2864433713022823	f2-perplexity-val=1.6129772790044496	f3-bleu-val=0.041734672795372206	f3-perplexity-train=4.211364337110928	f3-perplexity-val=10.149136680966414	f4-bleu-val=0.04086640579976046	f4-perplexity-train=4.3634914876618875	f4-perplexity-val=9.456919455401572	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0295429356358825	max-gpu-memory=58161434112	perplexity-train=9.252469640047293	perplexity-val=15.317067266702681	rouge1-val=0.38380199258980063	rouge2-val=0.10297598607778255	rougel-val=0.32191138617417864	signwriting-clip-val=0.12862791405675952	signwriting-similarity-val=0.3971343994001886	ter-val=80.6447072072072	time-elapsed=10136.26542019844
-135	avg-sec-per-sent-val=0.005896352586292085	bleu-val=0.11312020930235418	chrf-val=30.501542391945684	converged=False	decode-walltime-val=5.076759576797485	diverged=False	epoch=8	f1-bleu-val=0.38559660744914726	f1-perplexity-train=1.1879305408579572	f1-perplexity-val=1.4258639836070097	f2-bleu-val=0.2982050346443252	f2-perplexity-train=1.2865863226188896	f2-perplexity-val=1.6193826404732752	f3-bleu-val=0.044800394325482794	f3-perplexity-train=4.2211726934652365	f3-perplexity-val=10.21201506360693	f4-bleu-val=0.04280814671940882	f4-perplexity-train=4.384210968124774	f4-perplexity-val=9.460228363233625	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0264268316337815	max-gpu-memory=58161434112	perplexity-train=9.258285196857244	perplexity-val=15.44418918611656	rouge1-val=0.37976560301553725	rouge2-val=0.09869796305678073	rougel-val=0.3128462476636774	signwriting-clip-val=0.12179069980355921	signwriting-similarity-val=0.39308162639442024	ter-val=81.34853603603604	time-elapsed=10221.39902973175
-136	avg-sec-per-sent-val=0.005675580581859983	bleu-val=0.1047563120118143	chrf-val=29.432894909602798	converged=False	decode-walltime-val=4.886674880981445	diverged=False	epoch=8	f1-bleu-val=0.3667978997438828	f1-perplexity-train=1.1899892939923546	f1-perplexity-val=1.4188469549056129	f2-bleu-val=0.27150003232939673	f2-perplexity-train=1.2915329484243083	f2-perplexity-val=1.5971566676731466	f3-bleu-val=0.038580876582746275	f3-perplexity-train=4.290245857300464	f3-perplexity-val=10.236118765494863	f4-bleu-val=0.039616166477954254	f4-perplexity-train=4.406450520686488	f4-perplexity-val=9.56488441681944	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.9910116266514674	max-gpu-memory=58161434112	perplexity-train=9.329740231189223	perplexity-val=15.587220965230015	rouge1-val=0.3878705559663341	rouge2-val=0.10001255382042173	rougel-val=0.3216896252235038	signwriting-clip-val=0.12221665922622656	signwriting-similarity-val=0.39062785525068233	ter-val=79.74380630630631	time-elapsed=10304.163990736008
-137	avg-sec-per-sent-val=0.005983512160670051	bleu-val=0.10562668160625444	chrf-val=29.34360681305635	converged=False	decode-walltime-val=5.151803970336914	diverged=False	epoch=8	f1-bleu-val=0.3615747872483426	f1-perplexity-train=1.1872480858372136	f1-perplexity-val=1.4168405921431217	f2-bleu-val=0.2757262562410519	f2-perplexity-train=1.2844477076190348	f2-perplexity-val=1.60915313597983	f3-bleu-val=0.03642944653302608	f3-perplexity-train=4.15861320735726	f3-perplexity-val=10.198540322665497	f4-bleu-val=0.030039024652298258	f4-perplexity-train=4.313146156675716	f4-perplexity-val=9.565774630398819	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0385256417662978	max-gpu-memory=58161434112	perplexity-train=9.17546669910232	perplexity-val=15.719520011566141	rouge1-val=0.3837226451100962	rouge2-val=0.10475395448552127	rougel-val=0.31878513525853963	signwriting-clip-val=0.12812419413939405	signwriting-similarity-val=0.39456602954636216	ter-val=81.0670045045045	time-elapsed=10380.542104959488
-138	avg-sec-per-sent-val=0.005769965263747726	bleu-val=0.11690441977248199	chrf-val=30.28048320690248	converged=False	decode-walltime-val=4.967940092086792	diverged=False	epoch=8	f1-bleu-val=0.3813757089204639	f1-perplexity-train=1.1847627016488245	f1-perplexity-val=1.414958929527895	f2-bleu-val=0.28497285872661493	f2-perplexity-train=1.2820280091624812	f2-perplexity-val=1.6208920580684787	f3-bleu-val=0.04287393498950082	f3-perplexity-train=4.154218362781364	f3-perplexity-val=10.150524538644229	f4-bleu-val=0.042608965523564156	f4-perplexity-train=4.288331264702547	f4-perplexity-val=9.440160217507076	learning-rate=0.00010628820000000004	length-ratio-mse-val=1.0234586831109793	max-gpu-memory=58161434112	perplexity-train=9.13390869899207	perplexity-val=15.677643467959266	rouge1-val=0.38020967591305527	rouge2-val=0.09833684079395721	rougel-val=0.3164680548395381	signwriting-clip-val=0.1307055537670561	signwriting-similarity-val=0.3948216235564814	ter-val=79.8141891891892	time-elapsed=10454.316680669785
-139	avg-sec-per-sent-val=0.005848200340581134	bleu-val=0.10276097991698567	chrf-val=29.1038739476494	converged=False	decode-walltime-val=5.0353004932403564	diverged=False	epoch=8	f1-bleu-val=0.36588765990709754	f1-perplexity-train=1.1857527476119474	f1-perplexity-val=1.4173423215162675	f2-bleu-val=0.2766275832668628	f2-perplexity-train=1.283875327432426	f2-perplexity-val=1.6128184319534444	f3-bleu-val=0.036264406099329315	f3-perplexity-train=4.197877205739562	f3-perplexity-val=10.20540730497859	f4-bleu-val=0.03686171292155867	f4-perplexity-train=4.323825990158875	f4-perplexity-val=9.67802473194379	learning-rate=0.00010628820000000004	length-ratio-mse-val=0.9900731861167834	max-gpu-memory=58161434112	perplexity-train=9.208011655107743	perplexity-val=15.571235276665487	rouge1-val=0.38404082028906883	rouge2-val=0.10060427443206157	rougel-val=0.3203841931978132	signwriting-clip-val=0.1254319607209345	signwriting-similarity-val=0.39748499926588565	ter-val=79.34966216216216	time-elapsed=10531.561249732971
-140	avg-sec-per-sent-val=0.0057995737498922496	bleu-val=0.10256242491761604	chrf-val=29.481594155430408	converged=False	decode-walltime-val=4.993432998657227	diverged=False	epoch=8	f1-bleu-val=0.3714500464524809	f1-perplexity-train=1.1880071703858444	f1-perplexity-val=1.4181077977197778	f2-bleu-val=0.26971492300277666	f2-perplexity-train=1.2887442698399583	f2-perplexity-val=1.629417248068011	f3-bleu-val=0.038648839743521075	f3-perplexity-train=4.271426485069688	f3-perplexity-val=10.182361869603435	f4-bleu-val=0.0361158375282279	f4-perplexity-train=4.401654879269203	f4-perplexity-val=9.537322709487217	learning-rate=9.565938000000004e-05	length-ratio-mse-val=0.9952279365941139	max-gpu-memory=58161434112	perplexity-train=9.28887044010429	perplexity-val=15.656568992778212	rouge1-val=0.38452385624075025	rouge2-val=0.10626315389606103	rougel-val=0.32189419542617254	signwriting-clip-val=0.12700085890069432	signwriting-similarity-val=0.39679377148978273	ter-val=79.51858108108108	time-elapsed=10608.052125692368
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