1	avg-sec-per-sent-val=0.13856738009657732	bleu-val=0.09792423222520102	chrf-val=28.309871588539686	converged=False	decode-walltime-val=119.30651426315308	diverged=False	epoch=0	f1-bleu-val=0.3251609391762446	f1-perplexity-train=1.0711479354790518	f1-perplexity-val=1.0704441097078008	f2-bleu-val=0.24688041574197797	f2-perplexity-train=1.1091576364270688	f2-perplexity-val=1.1082946910240665	f3-bleu-val=0.05270081166499363	f3-perplexity-train=1.5075604631564878	f3-perplexity-val=1.524977692350169	f4-bleu-val=0.05156531224809211	f4-perplexity-train=1.549169843903461	f4-perplexity-val=1.5090084599938145	learning-rate=0.0002	length-ratio-mse-val=1.0075031723619403	max-gpu-memory=28909830144	perplexity-train=21.928000527963466	perplexity-val=29.986049205926825	rouge1-val=0.384282838490924	rouge2-val=0.096717201003283	rougel-val=0.3136544429867134	signwriting-clip-val=0.8795683775767771	signwriting-similarity-val=0.3811566839311221	ter-val=83.7697072072072	time-elapsed=0.0
2	avg-sec-per-sent-val=0.0061588891014958645	bleu-val=0.10482359154886474	chrf-val=28.931830294381633	converged=False	decode-walltime-val=5.3028035163879395	diverged=False	epoch=0	f1-bleu-val=0.34154661261909985	f1-perplexity-train=1.0717858425080449	f1-perplexity-val=1.071356483559247	f2-bleu-val=0.26450390615144614	f2-perplexity-train=1.1098743200621373	f2-perplexity-val=1.1080929749205062	f3-bleu-val=0.05867689135154515	f3-perplexity-train=1.5095510736307276	f3-perplexity-val=1.532762942849704	f4-bleu-val=0.05328503163348093	f4-perplexity-train=1.552548008950633	f4-perplexity-val=1.5079252646453274	learning-rate=0.0002	length-ratio-mse-val=1.0569743327202976	max-gpu-memory=28909830144	perplexity-train=22.48763811060897	perplexity-val=30.080399414153018	rouge1-val=0.3792653022596323	rouge2-val=0.09537696866744944	rougel-val=0.30682431187921805	signwriting-clip-val=0.8779869119741637	signwriting-similarity-val=0.3831164178694167	ter-val=84.06531531531532	time-elapsed=248.388774394989
3	avg-sec-per-sent-val=0.011621360579434172	bleu-val=0.09899072782033146	chrf-val=28.548458988662585	converged=False	decode-walltime-val=10.005991458892822	diverged=False	epoch=0	f1-bleu-val=0.3335225469904881	f1-perplexity-train=1.0728509555999348	f1-perplexity-val=1.0701482294508142	f2-bleu-val=0.26425793953737103	f2-perplexity-train=1.111903430013837	f2-perplexity-val=1.1091638262384147	f3-bleu-val=0.05407612621506101	f3-perplexity-train=1.5210432941976126	f3-perplexity-val=1.5310711082262236	f4-bleu-val=0.0499401802189791	f4-perplexity-train=1.5629808501788491	f4-perplexity-val=1.5095555410558987	learning-rate=0.0002	length-ratio-mse-val=1.0455472403326924	max-gpu-memory=28909830144	perplexity-train=22.897630474646753	perplexity-val=29.963098475594858	rouge1-val=0.378376712502384	rouge2-val=0.0922221995440303	rougel-val=0.3098541224856422	signwriting-clip-val=0.8769784571817112	signwriting-similarity-val=0.3840653164592699	ter-val=83.9527027027027	time-elapsed=322.03403997421265
4	avg-sec-per-sent-val=0.008726432625286532	bleu-val=0.0902321055017068	chrf-val=28.19067219537818	converged=False	decode-walltime-val=7.513458490371704	diverged=False	epoch=0	f1-bleu-val=0.33057296309233103	f1-perplexity-train=1.0721531735721368	f1-perplexity-val=1.0716577709364663	f2-bleu-val=0.25825128652321927	f2-perplexity-train=1.1101424665970798	f2-perplexity-val=1.1101594232990704	f3-bleu-val=0.051707914298372536	f3-perplexity-train=1.5099188235268586	f3-perplexity-val=1.5284826093339716	f4-bleu-val=0.05005552906832986	f4-perplexity-train=1.5522901788190846	f4-perplexity-val=1.5091936298937088	learning-rate=0.0002	length-ratio-mse-val=1.0908093656661233	max-gpu-memory=28909830144	perplexity-train=22.704326883062006	perplexity-val=30.178484600541502	rouge1-val=0.3730463485396329	rouge2-val=0.09118430932768813	rougel-val=0.30406482350544173	signwriting-clip-val=0.8782543636919037	signwriting-similarity-val=0.38258712954084684	ter-val=87.54222972972973	time-elapsed=402.5455982685089
5	avg-sec-per-sent-val=0.006206656997627498	bleu-val=0.10661524235495773	chrf-val=29.901753375890255	converged=False	decode-walltime-val=5.343931674957275	diverged=False	epoch=0	f1-bleu-val=0.38037656901703143	f1-perplexity-train=1.072026054608815	f1-perplexity-val=1.0715242279084567	f2-bleu-val=0.2949752143575756	f2-perplexity-train=1.1108148821473396	f2-perplexity-val=1.1089696473075066	f3-bleu-val=0.05554259810914326	f3-perplexity-train=1.5094072291915586	f3-perplexity-val=1.5278479132274494	f4-bleu-val=0.05839225160843938	f4-perplexity-train=1.5526835823437448	f4-perplexity-val=1.5094372475594284	learning-rate=0.0002	length-ratio-mse-val=1.124161242028322	max-gpu-memory=28909830144	perplexity-train=22.68552973557024	perplexity-val=30.081553606080718	rouge1-val=0.3756208174093781	rouge2-val=0.09632109251039517	rougel-val=0.3041406788689898	signwriting-clip-val=0.8782570885448922	signwriting-similarity-val=0.3869962374726462	ter-val=86.73986486486487	time-elapsed=477.21128702163696
6	avg-sec-per-sent-val=0.0065696987125516354	bleu-val=0.09491268473552218	chrf-val=27.583579497617155	converged=False	decode-walltime-val=5.656510591506958	diverged=False	epoch=0	f1-bleu-val=0.31066713481559444	f1-perplexity-train=1.0727665022818003	f1-perplexity-val=1.0724589045876038	f2-bleu-val=0.2465951396417389	f2-perplexity-train=1.1113451650729562	f2-perplexity-val=1.111270667926333	f3-bleu-val=0.054223128243185724	f3-perplexity-train=1.5121270204847603	f3-perplexity-val=1.527868102877531	f4-bleu-val=0.054398716963419115	f4-perplexity-train=1.5545128028941078	f4-perplexity-val=1.512999990037146	learning-rate=0.0002	length-ratio-mse-val=1.048845420347687	max-gpu-memory=28909830144	perplexity-train=22.80383068864578	perplexity-val=30.59710848638487	rouge1-val=0.37535498264789424	rouge2-val=0.09467224104705592	rougel-val=0.3057383232403435	signwriting-clip-val=0.8793673628160209	signwriting-similarity-val=0.3804640648557099	ter-val=85.41666666666666	time-elapsed=551.8599762916565
7	avg-sec-per-sent-val=0.006279824087428714	bleu-val=0.10405310602430956	chrf-val=29.62043694676282	converged=False	decode-walltime-val=5.406928539276123	diverged=False	epoch=0	f1-bleu-val=0.34711638355042007	f1-perplexity-train=1.0706737263445163	f1-perplexity-val=1.0721068876716748	f2-bleu-val=0.27412340314299255	f2-perplexity-train=1.1080993988678072	f2-perplexity-val=1.109401448595506	f3-bleu-val=0.055401141604647465	f3-perplexity-train=1.5010637375517568	f3-perplexity-val=1.5243337561814823	f4-bleu-val=0.05204519954662867	f4-perplexity-train=1.5437633733536011	f4-perplexity-val=1.5084892881227403	learning-rate=0.0002	length-ratio-mse-val=1.063906920638921	max-gpu-memory=28909830144	perplexity-train=22.105406861376885	perplexity-val=30.206255150582408	rouge1-val=0.377578495349473	rouge2-val=0.09411067621621207	rougel-val=0.3073165366332703	signwriting-clip-val=0.8803273477482325	signwriting-similarity-val=0.38647676441438655	ter-val=84.06531531531532	time-elapsed=622.1560657024384
8	avg-sec-per-sent-val=0.006262557985613709	bleu-val=0.10320745320775374	chrf-val=28.867661219219414	converged=False	decode-walltime-val=5.392062425613403	diverged=False	epoch=1	f1-bleu-val=0.33940943950509395	f1-perplexity-train=1.0710359084681351	f1-perplexity-val=1.0720000673666852	f2-bleu-val=0.2549338842984708	f2-perplexity-train=1.1088695484538607	f2-perplexity-val=1.1096642527294602	f3-bleu-val=0.05654880943950084	f3-perplexity-train=1.5031960581497497	f3-perplexity-val=1.5227846927026378	f4-bleu-val=0.0527884388139582	f4-perplexity-train=1.544471277387274	f4-perplexity-val=1.5088782717956786	learning-rate=0.0002	length-ratio-mse-val=1.0677964771246389	max-gpu-memory=28909830144	perplexity-train=22.131324550648493	perplexity-val=30.12921915634033	rouge1-val=0.37909494022873497	rouge2-val=0.09609989102537844	rougel-val=0.30760297958828897	signwriting-clip-val=0.8762954179972029	signwriting-similarity-val=0.38125953825745645	ter-val=84.41722972972973	time-elapsed=696.0463280677795
9	avg-sec-per-sent-val=0.006146034158757616	bleu-val=0.10149013720624188	chrf-val=28.893515703104132	converged=False	decode-walltime-val=5.291735410690308	diverged=False	epoch=1	f1-bleu-val=0.33345890831685765	f1-perplexity-train=1.0722208521812968	f1-perplexity-val=1.0713902169851166	f2-bleu-val=0.25416457503861484	f2-perplexity-train=1.1107739935067096	f2-perplexity-val=1.1093251115603524	f3-bleu-val=0.05285664724954955	f3-perplexity-train=1.5138193799772695	f3-perplexity-val=1.5259911196804152	f4-bleu-val=0.05168965729715863	f4-perplexity-train=1.5519689630476217	f4-perplexity-val=1.5066973388632787	learning-rate=0.0002	length-ratio-mse-val=1.0777171313879095	max-gpu-memory=28909830144	perplexity-train=22.159507245198675	perplexity-val=30.612339690356613	rouge1-val=0.3760053752739333	rouge2-val=0.09347116564044798	rougel-val=0.3012760429565142	signwriting-clip-val=0.8768302675046711	signwriting-similarity-val=0.38182541355397615	ter-val=85.38851351351352	time-elapsed=772.7146427631378
10	avg-sec-per-sent-val=0.006275957331286352	bleu-val=0.10511295514920473	chrf-val=28.884646607021004	converged=False	decode-walltime-val=5.403599262237549	diverged=False	epoch=1	f1-bleu-val=0.34958243426247804	f1-perplexity-train=1.070590399165444	f1-perplexity-val=1.071270950750685	f2-bleu-val=0.2651928640134094	f2-perplexity-train=1.1080333972671683	f2-perplexity-val=1.1082999914867844	f3-bleu-val=0.04987447266132557	f3-perplexity-train=1.5022820409325668	f3-perplexity-val=1.523202980320931	f4-bleu-val=0.05202109025835991	f4-perplexity-train=1.545146853889306	f4-perplexity-val=1.5072646823116405	learning-rate=0.0002	length-ratio-mse-val=1.0927860754101864	max-gpu-memory=28909830144	perplexity-train=21.67915880048403	perplexity-val=29.795904561418165	rouge1-val=0.3768882423689657	rouge2-val=0.0908334802735476	rougel-val=0.301987223320775	signwriting-clip-val=0.8781416774765263	signwriting-similarity-val=0.37942308869658403	ter-val=86.44425675675676	time-elapsed=847.3579657077789
11	avg-sec-per-sent-val=0.006629748903777403	bleu-val=0.10837954865876194	chrf-val=29.463016182952146	converged=False	decode-walltime-val=5.708213806152344	diverged=False	epoch=1	f1-bleu-val=0.3595597873079359	f1-perplexity-train=1.0707919817733789	f1-perplexity-val=1.0699277825042817	f2-bleu-val=0.28194483466291986	f2-perplexity-train=1.108178648321163	f2-perplexity-val=1.1084831343672348	f3-bleu-val=0.057581907992583975	f3-perplexity-train=1.4984179797642323	f3-perplexity-val=1.5258756036676697	f4-bleu-val=0.0579806800202606	f4-perplexity-train=1.5416691676682193	f4-perplexity-val=1.5069122214089894	learning-rate=0.0002	length-ratio-mse-val=1.0465679004321762	max-gpu-memory=28909830144	perplexity-train=21.758361092506295	perplexity-val=29.502775824209053	rouge1-val=0.37620112525259	rouge2-val=0.09324264274501087	rougel-val=0.3063260447913181	signwriting-clip-val=0.8780176021357724	signwriting-similarity-val=0.3795928951494436	ter-val=84.009009009009	time-elapsed=924.3103003501892
12	avg-sec-per-sent-val=0.006261246544974191	bleu-val=0.10380901700264535	chrf-val=29.369784695901043	converged=False	decode-walltime-val=5.390933275222778	diverged=False	epoch=1	f1-bleu-val=0.34701135249840037	f1-perplexity-train=1.0718222087985796	f1-perplexity-val=1.0705780970773284	f2-bleu-val=0.2671163978471088	f2-perplexity-train=1.1098254288963831	f2-perplexity-val=1.1081952778451074	f3-bleu-val=0.051836507510198374	f3-perplexity-train=1.5058298953716234	f3-perplexity-val=1.5254728637165877	f4-bleu-val=0.052353561236936415	f4-perplexity-train=1.5456969202259725	f4-perplexity-val=1.5039082959809467	learning-rate=0.0002	length-ratio-mse-val=1.0636393687009256	max-gpu-memory=28909830144	perplexity-train=21.892602730551825	perplexity-val=29.94293033727606	rouge1-val=0.38204463334539235	rouge2-val=0.09304835034158115	rougel-val=0.30713529051868255	signwriting-clip-val=0.8773351090848792	signwriting-similarity-val=0.37778198751630543	ter-val=84.52984234234235	time-elapsed=998.6740281581879
13	avg-sec-per-sent-val=0.005944853737240746	bleu-val=0.09441005109209952	chrf-val=28.549241963132253	converged=False	decode-walltime-val=5.118519067764282	diverged=False	epoch=1	f1-bleu-val=0.3372849174721251	f1-perplexity-train=1.07165791254642	f1-perplexity-val=1.0716533295827888	f2-bleu-val=0.2552833459395809	f2-perplexity-train=1.1103385209764072	f2-perplexity-val=1.1079492112494473	f3-bleu-val=0.0517595775457074	f3-perplexity-train=1.5123836160220523	f3-perplexity-val=1.5259727360355575	f4-bleu-val=0.047952607402888654	f4-perplexity-train=1.5493444285614315	f4-perplexity-val=1.5059081165641384	learning-rate=0.0002	length-ratio-mse-val=1.086392588346303	max-gpu-memory=28909830144	perplexity-train=22.03334658279396	perplexity-val=29.706546293847246	rouge1-val=0.37681568911926944	rouge2-val=0.09271517559163808	rougel-val=0.3048961016055037	signwriting-clip-val=0.8774004973185603	signwriting-similarity-val=0.38148962813607284	ter-val=86.09234234234235	time-elapsed=1072.7134702205658
14	avg-sec-per-sent-val=0.006476941147470862	bleu-val=0.10122426398499572	chrf-val=29.26026527238685	converged=False	decode-walltime-val=5.576646327972412	diverged=False	epoch=1	f1-bleu-val=0.3507333213600208	f1-perplexity-train=1.0699724731160625	f1-perplexity-val=1.0698812669361437	f2-bleu-val=0.2638392366698724	f2-perplexity-train=1.1070861438899555	f2-perplexity-val=1.1084266210962779	f3-bleu-val=0.05520292398250998	f3-perplexity-train=1.497794680509932	f3-perplexity-val=1.5271779023989975	f4-bleu-val=0.05293466344866289	f4-perplexity-train=1.5439691903161255	f4-perplexity-val=1.506002309736692	learning-rate=0.00014	length-ratio-mse-val=1.0626680941605284	max-gpu-memory=28909830144	perplexity-train=21.49560502754177	perplexity-val=29.419191139818377	rouge1-val=0.37928970075104357	rouge2-val=0.098346207746063	rougel-val=0.30669706863828444	signwriting-clip-val=0.8779584596519825	signwriting-similarity-val=0.38233757364850945	ter-val=85.12105855855856	time-elapsed=1147.5000882148743
15	avg-sec-per-sent-val=0.006056822135473377	bleu-val=0.10525987889758141	chrf-val=28.587967271764686	converged=False	decode-walltime-val=5.214923858642578	diverged=False	epoch=1	f1-bleu-val=0.34107251424752605	f1-perplexity-train=1.0712220000891057	f1-perplexity-val=1.0708418274872606	f2-bleu-val=0.2709357375116399	f2-perplexity-train=1.1094377345694388	f2-perplexity-val=1.1079336710249423	f3-bleu-val=0.054691505170615225	f3-perplexity-train=1.5009950696677827	f3-perplexity-val=1.5250469822423447	f4-bleu-val=0.04947036417091951	f4-perplexity-train=1.5433696579478051	f4-perplexity-val=1.5060359778721073	learning-rate=0.00014	length-ratio-mse-val=1.0452291875892168	max-gpu-memory=29505312256	perplexity-train=21.81977119278546	perplexity-val=29.6307070136199	rouge1-val=0.37459336633437695	rouge2-val=0.09515497158860596	rougel-val=0.3069834128985099	signwriting-clip-val=0.8791158572445071	signwriting-similarity-val=0.3821014502924568	ter-val=83.03772522522522	time-elapsed=1223.6755423545837
16	avg-sec-per-sent-val=0.006747886278903443	bleu-val=0.10152238468713198	chrf-val=29.164590229836467	converged=False	decode-walltime-val=5.809930086135864	diverged=False	epoch=2	f1-bleu-val=0.3576057443786308	f1-perplexity-train=1.070801749336145	f1-perplexity-val=1.0711369656511949	f2-bleu-val=0.266009662362376	f2-perplexity-train=1.1087403922917867	f2-perplexity-val=1.1088244274212191	f3-bleu-val=0.051560946718501414	f3-perplexity-train=1.5067483356414197	f3-perplexity-val=1.5263182543096756	f4-bleu-val=0.04847525804678266	f4-perplexity-train=1.548709796445948	f4-perplexity-val=1.5078830429139072	learning-rate=0.00014	length-ratio-mse-val=1.092920412540046	max-gpu-memory=29505312256	perplexity-train=21.559314982139984	perplexity-val=29.74689345154307	rouge1-val=0.3783641262147794	rouge2-val=0.0949825719099155	rougel-val=0.30698762468319574	signwriting-clip-val=0.8763473409808886	signwriting-similarity-val=0.3825304428776464	ter-val=85.8108108108108	time-elapsed=1302.2356979846954
17	avg-sec-per-sent-val=0.0063456348148926344	bleu-val=0.10946777882779889	chrf-val=30.213261379127232	converged=False	decode-walltime-val=5.463591575622559	diverged=False	epoch=2	f1-bleu-val=0.37268737286814035	f1-perplexity-train=1.070315731662869	f1-perplexity-val=1.071242608763581	f2-bleu-val=0.2767211640988357	f2-perplexity-train=1.1078910249955605	f2-perplexity-val=1.1084424564580584	f3-bleu-val=0.05661991815324728	f3-perplexity-train=1.4995638540630576	f3-perplexity-val=1.5258142565844153	f4-bleu-val=0.05509385797765201	f4-perplexity-train=1.539300464697939	f4-perplexity-val=1.506751855181984	learning-rate=0.00014	length-ratio-mse-val=1.082019658546901	max-gpu-memory=29505312256	perplexity-train=21.39644923973782	perplexity-val=29.81972823848223	rouge1-val=0.38431580690113554	rouge2-val=0.10371110199392981	rougel-val=0.3141025590631541	signwriting-clip-val=0.880194091146139	signwriting-similarity-val=0.3910546655917944	ter-val=84.72691441441441	time-elapsed=1378.2136492729187
18	avg-sec-per-sent-val=0.006346192786364052	bleu-val=0.10707537747757956	chrf-val=29.9074894219702	converged=False	decode-walltime-val=5.464071989059448	diverged=False	epoch=2	f1-bleu-val=0.36290261354688447	f1-perplexity-train=1.0702684281675594	f1-perplexity-val=1.0713494049429932	f2-bleu-val=0.27971361923486154	f2-perplexity-train=1.107924408878824	f2-perplexity-val=1.1086849691296836	f3-bleu-val=0.057620297170337634	f3-perplexity-train=1.5034910524136051	f3-perplexity-val=1.524613866421285	f4-bleu-val=0.05677032279123055	f4-perplexity-train=1.545241088992576	f4-perplexity-val=1.5051795116721591	learning-rate=0.00014	length-ratio-mse-val=1.0959998580332708	max-gpu-memory=29505312256	perplexity-train=21.477436920222235	perplexity-val=29.63530589620678	rouge1-val=0.3812516341660943	rouge2-val=0.09601983448928011	rougel-val=0.30828963899422157	signwriting-clip-val=0.8795115524052742	signwriting-similarity-val=0.38589130041273617	ter-val=84.64245495495496	time-elapsed=1455.8095676898956
19	avg-sec-per-sent-val=0.006316039620376215	bleu-val=0.10292183980863595	chrf-val=29.24114858972316	converged=False	decode-walltime-val=5.438110113143921	diverged=False	epoch=2	f1-bleu-val=0.3516324391316379	f1-perplexity-train=1.07019128876599	f1-perplexity-val=1.0703291996314268	f2-bleu-val=0.26411730150029594	f2-perplexity-train=1.1080474371217566	f2-perplexity-val=1.1086788372159264	f3-bleu-val=0.054432214369256805	f3-perplexity-train=1.4974511145021807	f3-perplexity-val=1.5231113805324603	f4-bleu-val=0.05309603557146589	f4-perplexity-train=1.540045161508015	f4-perplexity-val=1.5051209733227031	learning-rate=0.00014	length-ratio-mse-val=1.0798798760895745	max-gpu-memory=29505312256	perplexity-train=21.30782863662236	perplexity-val=29.59505364199801	rouge1-val=0.38046657397570427	rouge2-val=0.09510727241539436	rougel-val=0.3052665226934176	signwriting-clip-val=0.8772009991187252	signwriting-similarity-val=0.3844548220295489	ter-val=85.9375	time-elapsed=1533.9125485420227
20	avg-sec-per-sent-val=0.0062913684202542015	bleu-val=0.1093990315809265	chrf-val=30.4412182988081	converged=False	decode-walltime-val=5.416868209838867	diverged=False	epoch=2	f1-bleu-val=0.3606102051038934	f1-perplexity-train=1.0709671503545988	f1-perplexity-val=1.071398123260775	f2-bleu-val=0.28698329512159054	f2-perplexity-train=1.109061276244209	f2-perplexity-val=1.1082429690098292	f3-bleu-val=0.05792354354077669	f3-perplexity-train=1.5022531804863992	f3-perplexity-val=1.52120853597039	f4-bleu-val=0.05656883657138323	f4-perplexity-train=1.5423919361349325	f4-perplexity-val=1.5049279908280884	learning-rate=0.00014	length-ratio-mse-val=1.042215359952508	max-gpu-memory=29505312256	perplexity-train=21.47596161274168	perplexity-val=29.443044942324445	rouge1-val=0.38541746945061933	rouge2-val=0.10075837022271683	rougel-val=0.31388631438543646	signwriting-clip-val=0.8793015681492742	signwriting-similarity-val=0.3863024256027801	ter-val=82.05236486486487	time-elapsed=1609.5335025787354
21	avg-sec-per-sent-val=0.006028453924376237	bleu-val=0.1035894786600472	chrf-val=29.32700468027159	converged=False	decode-walltime-val=5.1904988288879395	diverged=False	epoch=2	f1-bleu-val=0.34816631971135586	f1-perplexity-train=1.0708957474545684	f1-perplexity-val=1.0707784871672292	f2-bleu-val=0.27951073816398886	f2-perplexity-train=1.1091239773456036	f2-perplexity-val=1.108062644677862	f3-bleu-val=0.05227185070945521	f3-perplexity-train=1.5075057546266455	f3-perplexity-val=1.5232006878758488	f4-bleu-val=0.05108472575115415	f4-perplexity-train=1.5481410747586075	f4-perplexity-val=1.5070642506741714	learning-rate=0.00014	length-ratio-mse-val=1.062628149942014	max-gpu-memory=29505312256	perplexity-train=21.56973860810501	perplexity-val=29.280240294488664	rouge1-val=0.37858157087837446	rouge2-val=0.09846571833005063	rougel-val=0.30898915918719566	signwriting-clip-val=0.8792684092061999	signwriting-similarity-val=0.39064932692372034	ter-val=83.40371621621621	time-elapsed=1687.5673882961273
22	avg-sec-per-sent-val=0.005906905308279288	bleu-val=0.10188630866766836	chrf-val=28.819068757332687	converged=False	decode-walltime-val=5.085845470428467	diverged=False	epoch=2	f1-bleu-val=0.3348640777535622	f1-perplexity-train=1.0707649342091765	f1-perplexity-val=1.0696230890132388	f2-bleu-val=0.2623227743996883	f2-perplexity-train=1.1082016318260912	f2-perplexity-val=1.1079273528579874	f3-bleu-val=0.05114687583767572	f3-perplexity-train=1.5001821103303996	f3-perplexity-val=1.5217464103678546	f4-bleu-val=0.04859717892674295	f4-perplexity-train=1.5382700544200905	f4-perplexity-val=1.502552768799201	learning-rate=0.00014	length-ratio-mse-val=1.052052550066183	max-gpu-memory=29505312256	perplexity-train=21.437360495966587	perplexity-val=29.600600656534795	rouge1-val=0.3845857999167183	rouge2-val=0.09893829970896888	rougel-val=0.3122973403720611	signwriting-clip-val=0.8799543848713377	signwriting-similarity-val=0.3872052088899119	ter-val=83.88231981981981	time-elapsed=1762.6434800624847
23	avg-sec-per-sent-val=0.006505272252772882	bleu-val=0.11019190526114757	chrf-val=29.975938957569863	converged=False	decode-walltime-val=5.601039409637451	diverged=False	epoch=2	f1-bleu-val=0.35493765160948215	f1-perplexity-train=1.0694083059185266	f1-perplexity-val=1.0700625831595934	f2-bleu-val=0.27945363961837394	f2-perplexity-train=1.1053279460583907	f2-perplexity-val=1.1072436161826218	f3-bleu-val=0.05551678173840188	f3-perplexity-train=1.4929520482456962	f3-perplexity-val=1.5213351150618277	f4-bleu-val=0.050302551010400494	f4-perplexity-train=1.531112735847078	f4-perplexity-val=1.5016825271193133	learning-rate=0.00014	length-ratio-mse-val=1.0318414294490683	max-gpu-memory=29505312256	perplexity-train=20.914822890496733	perplexity-val=29.40816379730299	rouge1-val=0.38528519666074623	rouge2-val=0.10010804210960851	rougel-val=0.31617361651197073	signwriting-clip-val=0.8808887333681636	signwriting-similarity-val=0.3888307667237336	ter-val=82.55912162162163	time-elapsed=1835.395601272583
24	avg-sec-per-sent-val=0.005907925994554048	bleu-val=0.11471471728685241	chrf-val=29.671739981676996	converged=False	decode-walltime-val=5.086724281311035	diverged=False	epoch=3	f1-bleu-val=0.35924158088110436	f1-perplexity-train=1.069129542195857	f1-perplexity-val=1.069815901072934	f2-bleu-val=0.2728484443623679	f2-perplexity-train=1.1059375664774174	f2-perplexity-val=1.1071813504437196	f3-bleu-val=0.06256464844303752	f3-perplexity-train=1.4940812020493035	f3-perplexity-val=1.5198151578088042	f4-bleu-val=0.05862702505289467	f4-perplexity-train=1.5337231403990212	f4-perplexity-val=1.5008869170298407	learning-rate=0.00014	length-ratio-mse-val=1.0221448571439622	max-gpu-memory=29505312256	perplexity-train=20.61782654016774	perplexity-val=29.833596559892154	rouge1-val=0.37925020804556203	rouge2-val=0.09948134153519608	rougel-val=0.30972648344605164	signwriting-clip-val=0.8784531532125883	signwriting-similarity-val=0.38523895674869396	ter-val=83.00957207207207	time-elapsed=1914.090521812439
25	avg-sec-per-sent-val=0.0061089341787234136	bleu-val=0.11758591816030484	chrf-val=30.039070044590105	converged=False	decode-walltime-val=5.259792327880859	diverged=False	epoch=3	f1-bleu-val=0.35662867082954486	f1-perplexity-train=1.0699822319458439	f1-perplexity-val=1.0698463599991073	f2-bleu-val=0.27546857192797874	f2-perplexity-train=1.1073428192123522	f2-perplexity-val=1.1073228144248544	f3-bleu-val=0.060451389138952975	f3-perplexity-train=1.4991939232263725	f3-perplexity-val=1.5201072084994736	f4-bleu-val=0.0586648108857608	f4-perplexity-train=1.5380976373430886	f4-perplexity-val=1.5001879214456855	learning-rate=0.00014	length-ratio-mse-val=1.0211020146849012	max-gpu-memory=29505312256	perplexity-train=20.749215482131866	perplexity-val=29.83123375349809	rouge1-val=0.37807162107826514	rouge2-val=0.09612002832328159	rougel-val=0.30999591245254365	signwriting-clip-val=0.8778015145302926	signwriting-similarity-val=0.3883038660309317	ter-val=81.3766891891892	time-elapsed=1991.2333676815033
26	avg-sec-per-sent-val=0.006301858007007914	bleu-val=0.10990967947761479	chrf-val=29.93179973346422	converged=False	decode-walltime-val=5.4258997440338135	diverged=False	epoch=3	f1-bleu-val=0.3698646845354183	f1-perplexity-train=1.0701123475915872	f1-perplexity-val=1.0708038495457153	f2-bleu-val=0.28595742126411744	f2-perplexity-train=1.1077491498503216	f2-perplexity-val=1.1076892594575862	f3-bleu-val=0.06001322453091154	f3-perplexity-train=1.4967425966946333	f3-perplexity-val=1.524611633949984	f4-bleu-val=0.06091652904332448	f4-perplexity-train=1.5362777487016703	f4-perplexity-val=1.5039548586640672	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0742719936615373	max-gpu-memory=29505312256	perplexity-train=21.09352276386816	perplexity-val=29.49628930452503	rouge1-val=0.38049652718401206	rouge2-val=0.10073739458835328	rougel-val=0.3098042692017191	signwriting-clip-val=0.8791938488491736	signwriting-similarity-val=0.38510942567248535	ter-val=85.06475225225225	time-elapsed=2072.4749479293823
27	avg-sec-per-sent-val=0.0061975508478321955	bleu-val=0.10633732784725286	chrf-val=30.13320728946341	converged=False	decode-walltime-val=5.3360912799835205	diverged=False	epoch=3	f1-bleu-val=0.3754434010489362	f1-perplexity-train=1.0696695655031976	f1-perplexity-val=1.0703449606954585	f2-bleu-val=0.29306997048386135	f2-perplexity-train=1.1066927121486554	f2-perplexity-val=1.108376631793691	f3-bleu-val=0.05690027241684322	f3-perplexity-train=1.498951243470442	f3-perplexity-val=1.5236382729905085	f4-bleu-val=0.06108924536024083	f4-perplexity-train=1.5391295962768585	f4-perplexity-val=1.5037043311879683	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0813761248590763	max-gpu-memory=29505312256	perplexity-train=20.96036781224017	perplexity-val=29.48038850392997	rouge1-val=0.38145617396796105	rouge2-val=0.10285026724271902	rougel-val=0.31022613142291366	signwriting-clip-val=0.8801099043274591	signwriting-similarity-val=0.3874885438759503	ter-val=83.54448198198197	time-elapsed=2148.670522928238
28	avg-sec-per-sent-val=0.006361944750210965	bleu-val=0.10993320043869469	chrf-val=29.474183373474172	converged=False	decode-walltime-val=5.477634429931641	diverged=False	epoch=3	f1-bleu-val=0.360808217746454	f1-perplexity-train=1.070169230063449	f1-perplexity-val=1.0699067615130893	f2-bleu-val=0.2698526192668555	f2-perplexity-train=1.1078971505042643	f2-perplexity-val=1.1070095846963683	f3-bleu-val=0.05854469791830432	f3-perplexity-train=1.5024407809300382	f3-perplexity-val=1.5204292815658935	f4-bleu-val=0.05461266780749402	f4-perplexity-train=1.5421598020150111	f4-perplexity-val=1.5032043362318552	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0813613848285806	max-gpu-memory=29505312256	perplexity-train=21.142939022173547	perplexity-val=29.251844849990768	rouge1-val=0.37801308675484857	rouge2-val=0.09467974120073397	rougel-val=0.3058563937829669	signwriting-clip-val=0.8787933633025653	signwriting-similarity-val=0.3853577943857919	ter-val=85.34628378378379	time-elapsed=2224.3228838443756
29	avg-sec-per-sent-val=0.00641648002340957	bleu-val=0.1028200304677245	chrf-val=29.585804876625176	converged=False	decode-walltime-val=5.52458930015564	diverged=False	epoch=3	f1-bleu-val=0.3630889999421288	f1-perplexity-train=1.069841567903918	f1-perplexity-val=1.0702209995686378	f2-bleu-val=0.2785984222560395	f2-perplexity-train=1.1075640372076079	f2-perplexity-val=1.1080656618687994	f3-bleu-val=0.05656628473925841	f3-perplexity-train=1.5021430451387374	f3-perplexity-val=1.5211596710800857	f4-bleu-val=0.05520316214020857	f4-perplexity-train=1.5399767856762292	f4-perplexity-val=1.5023881651606774	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0513537934380768	max-gpu-memory=29505312256	perplexity-train=21.034009873491506	perplexity-val=29.38799783057069	rouge1-val=0.3773315974827157	rouge2-val=0.09238721515233025	rougel-val=0.3072578594283583	signwriting-clip-val=0.8818475914887574	signwriting-similarity-val=0.39056165883445604	ter-val=84.740990990991	time-elapsed=2300.367531776428
30	avg-sec-per-sent-val=0.006240221404586243	bleu-val=0.10749488800682043	chrf-val=30.1813905546575	converged=False	decode-walltime-val=5.372830629348755	diverged=False	epoch=3	f1-bleu-val=0.3792174317196774	f1-perplexity-train=1.0692583688866097	f1-perplexity-val=1.069628648154813	f2-bleu-val=0.2832807626162023	f2-perplexity-train=1.1058627263946899	f2-perplexity-val=1.1069281271135196	f3-bleu-val=0.053753908583579584	f3-perplexity-train=1.4931148759006483	f3-perplexity-val=1.5177553010583762	f4-bleu-val=0.0517588649407472	f4-perplexity-train=1.5350010469785373	f4-perplexity-val=1.5002372721444006	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0550516218862425	max-gpu-memory=29505312256	perplexity-train=20.750232303217942	perplexity-val=29.211916100241798	rouge1-val=0.38036995891553843	rouge2-val=0.09688178172410689	rougel-val=0.3114173731582154	signwriting-clip-val=0.8811983677983699	signwriting-similarity-val=0.3883876169588265	ter-val=83.9527027027027	time-elapsed=2375.952376842499
31	avg-sec-per-sent-val=0.00600441296895345	bleu-val=0.10710568456924222	chrf-val=29.36802735653894	converged=False	decode-walltime-val=5.169799566268921	diverged=False	epoch=4	f1-bleu-val=0.36296059437937417	f1-perplexity-train=1.0694572159937608	f1-perplexity-val=1.0704482813975744	f2-bleu-val=0.2642854258295901	f2-perplexity-train=1.1067612361861092	f2-perplexity-val=1.1085571817719422	f3-bleu-val=0.05562819264067822	f3-perplexity-train=1.4956484228023852	f3-perplexity-val=1.5178320959495704	f4-bleu-val=0.054549174097057014	f4-perplexity-train=1.534206137137723	f4-perplexity-val=1.502266550176349	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0414524078339173	max-gpu-memory=29510403584	perplexity-train=20.794228733374418	perplexity-val=29.378413836634063	rouge1-val=0.375660290880803	rouge2-val=0.09387589967437968	rougel-val=0.3071999654941407	signwriting-clip-val=0.8786380947951518	signwriting-similarity-val=0.38260743333820185	ter-val=83.46002252252252	time-elapsed=2450.8720898628235
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34	avg-sec-per-sent-val=0.006308718702380527	bleu-val=0.11529565416435306	chrf-val=30.226220871355284	converged=False	decode-walltime-val=5.431806802749634	diverged=False	epoch=4	f1-bleu-val=0.37713160934170814	f1-perplexity-train=1.0694432053233975	f1-perplexity-val=1.0699240445026004	f2-bleu-val=0.28028344324051135	f2-perplexity-train=1.1062996172457567	f2-perplexity-val=1.108039202011616	f3-bleu-val=0.061897402466741254	f3-perplexity-train=1.4930930377787486	f3-perplexity-val=1.5152285210701124	f4-bleu-val=0.055908384282121346	f4-perplexity-train=1.53245607035629	f4-perplexity-val=1.498086517736467	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0482390556337153	max-gpu-memory=29510403584	perplexity-train=20.5124806985082	perplexity-val=29.31955640267147	rouge1-val=0.3830688748038996	rouge2-val=0.10219715471949409	rougel-val=0.3139485792893109	signwriting-clip-val=0.8779621872613931	signwriting-similarity-val=0.38972517088996367	ter-val=82.84065315315316	time-elapsed=2678.1266720294952
35	avg-sec-per-sent-val=0.006435035966968426	bleu-val=0.10985820088645154	chrf-val=29.778102065355654	converged=False	decode-walltime-val=5.5405659675598145	diverged=False	epoch=4	f1-bleu-val=0.357759789492749	f1-perplexity-train=1.0686948413012207	f1-perplexity-val=1.0694109148807016	f2-bleu-val=0.27811493930852554	f2-perplexity-train=1.1055757648056443	f2-perplexity-val=1.107143225756854	f3-bleu-val=0.05707892366674572	f3-perplexity-train=1.4987126374362087	f3-perplexity-val=1.5144494865368048	f4-bleu-val=0.05263505128690326	f4-perplexity-train=1.537060312776403	f4-perplexity-val=1.4996831156524004	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0626190037357488	max-gpu-memory=29510403584	perplexity-train=20.427378542464982	perplexity-val=29.224431494987186	rouge1-val=0.3822170947370459	rouge2-val=0.09726022894565962	rougel-val=0.3087459428054305	signwriting-clip-val=0.8788132239717225	signwriting-similarity-val=0.3840517634488254	ter-val=84.1920045045045	time-elapsed=2757.707994699478
36	avg-sec-per-sent-val=0.0060501090325544935	bleu-val=0.10598818230584284	chrf-val=29.482253847309774	converged=False	decode-walltime-val=5.209143877029419	diverged=False	epoch=4	f1-bleu-val=0.36522080199489393	f1-perplexity-train=1.0689716482395004	f1-perplexity-val=1.069673694683971	f2-bleu-val=0.27805421475496694	f2-perplexity-train=1.1062427930306202	f2-perplexity-val=1.106083295221131	f3-bleu-val=0.056631465722900086	f3-perplexity-train=1.4963762672335985	f3-perplexity-val=1.5132338616121304	f4-bleu-val=0.05407867592176266	f4-perplexity-train=1.5364312979050274	f4-perplexity-val=1.4968235288972984	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0193936189673678	max-gpu-memory=29510403584	perplexity-train=20.514595278722176	perplexity-val=29.180405932535873	rouge1-val=0.3869870881825162	rouge2-val=0.10165907430051609	rougel-val=0.3148985006639389	signwriting-clip-val=0.8793313789866112	signwriting-similarity-val=0.3893231416634999	ter-val=82.67173423423422	time-elapsed=2832.6777193546295
37	avg-sec-per-sent-val=0.006133133802956682	bleu-val=0.11065255026477386	chrf-val=29.903796429119534	converged=False	decode-walltime-val=5.280628204345703	diverged=False	epoch=4	f1-bleu-val=0.3678555386285748	f1-perplexity-train=1.0691246740544098	f1-perplexity-val=1.0695914725592757	f2-bleu-val=0.2832846650002315	f2-perplexity-train=1.1060626582787034	f2-perplexity-val=1.107177952901537	f3-bleu-val=0.05888014786146003	f3-perplexity-train=1.4975995473585026	f3-perplexity-val=1.5162306812227657	f4-bleu-val=0.05651077796211514	f4-perplexity-train=1.5339394303842508	f4-perplexity-val=1.4972596495575063	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0515812713981567	max-gpu-memory=29510403584	perplexity-train=20.51095287709001	perplexity-val=29.162892620327607	rouge1-val=0.3808276731265487	rouge2-val=0.10004050109767232	rougel-val=0.31181188878774135	signwriting-clip-val=0.8789007181213015	signwriting-similarity-val=0.38962309551578816	ter-val=83.51632882882883	time-elapsed=2908.719036579132
38	avg-sec-per-sent-val=0.006266712173213803	bleu-val=0.11423785599224548	chrf-val=29.5849196715953	converged=False	decode-walltime-val=5.395639181137085	diverged=False	epoch=4	f1-bleu-val=0.3638360066846069	f1-perplexity-train=1.0684462564833093	f1-perplexity-val=1.069033842713032	f2-bleu-val=0.2673218270646909	f2-perplexity-train=1.1048245286102567	f2-perplexity-val=1.1067010838913018	f3-bleu-val=0.06370865691155951	f3-perplexity-train=1.486857074782305	f3-perplexity-val=1.5127962394226162	f4-bleu-val=0.058325162585747437	f4-perplexity-train=1.5267459272871067	f4-perplexity-val=1.49445330093845	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0375640455579012	max-gpu-memory=29510403584	perplexity-train=20.238309719298254	perplexity-val=28.98224691625769	rouge1-val=0.3837731612297231	rouge2-val=0.0984782675933072	rougel-val=0.3126356735301338	signwriting-clip-val=0.8794373772977814	signwriting-similarity-val=0.3890123037177999	ter-val=83.92454954954955	time-elapsed=2984.1819519996643
39	avg-sec-per-sent-val=0.006187177285915468	bleu-val=0.11109973992982791	chrf-val=29.54263251812413	converged=False	decode-walltime-val=5.327159643173218	diverged=False	epoch=5	f1-bleu-val=0.3474860447866097	f1-perplexity-train=1.0684109256571954	f1-perplexity-val=1.0703224348217084	f2-bleu-val=0.26066864941628237	f2-perplexity-train=1.1053095216818127	f2-perplexity-val=1.1072424144904038	f3-bleu-val=0.05929205759247671	f3-perplexity-train=1.4940364455975075	f3-perplexity-val=1.514689020173544	f4-bleu-val=0.05379507018689176	f4-perplexity-train=1.5335897793652593	f4-perplexity-val=1.4954382724794344	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0516527605395745	max-gpu-memory=29510403584	perplexity-train=20.15426200791996	perplexity-val=29.10736254333122	rouge1-val=0.3830312123794072	rouge2-val=0.09888639462322844	rougel-val=0.3111436860219193	signwriting-clip-val=0.8776760925814665	signwriting-similarity-val=0.3854442692689772	ter-val=83.92454954954955	time-elapsed=3065.2543959617615
40	avg-sec-per-sent-val=0.006162588881560181	bleu-val=0.11316737876087121	chrf-val=30.009596449849024	converged=False	decode-walltime-val=5.305989027023315	diverged=False	epoch=5	f1-bleu-val=0.36940429550114956	f1-perplexity-train=1.0683797941183957	f1-perplexity-val=1.070135977065123	f2-bleu-val=0.2756618486950026	f2-perplexity-train=1.1049312194722904	f2-perplexity-val=1.1069054152248485	f3-bleu-val=0.05908821100567071	f3-perplexity-train=1.4918939097472022	f3-perplexity-val=1.515370544514502	f4-bleu-val=0.05606393577878474	f4-perplexity-train=1.5285824887715382	f4-perplexity-val=1.4971586559482255	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.0756565402526126	max-gpu-memory=29510403584	perplexity-train=19.901104074741788	perplexity-val=29.186510311355082	rouge1-val=0.38523741013994356	rouge2-val=0.103505066385858	rougel-val=0.31237696181858016	signwriting-clip-val=0.8767227800465627	signwriting-similarity-val=0.3877587193064448	ter-val=85.43074324324324	time-elapsed=3142.6734223365784
41	avg-sec-per-sent-val=0.006040881042834912	bleu-val=0.12034976973073563	chrf-val=30.44603888367095	converged=False	decode-walltime-val=5.201198577880859	diverged=False	epoch=5	f1-bleu-val=0.372141253652211	f1-perplexity-train=1.0682913511823895	f1-perplexity-val=1.0701141031274866	f2-bleu-val=0.28399634188121736	f2-perplexity-train=1.1046359248914879	f2-perplexity-val=1.1072221267128066	f3-bleu-val=0.06257882773799231	f3-perplexity-train=1.4899016895449297	f3-perplexity-val=1.5145057969015754	f4-bleu-val=0.06566356372267475	f4-perplexity-train=1.528508811006234	f4-perplexity-val=1.4961349361162797	learning-rate=9.799999999999998e-05	length-ratio-mse-val=1.031536472650235	max-gpu-memory=29510403584	perplexity-train=19.939349679533876	perplexity-val=29.11613615432405	rouge1-val=0.3843358376393978	rouge2-val=0.1022404101073148	rougel-val=0.3172930335342282	signwriting-clip-val=0.8780184065561815	signwriting-similarity-val=0.3889803879942063	ter-val=81.74268018018019	time-elapsed=3217.95858502388
42	avg-sec-per-sent-val=0.0059316097374715595	bleu-val=0.11191043879339423	chrf-val=29.59901836268853	converged=False	decode-walltime-val=5.107115983963013	diverged=False	epoch=5	f1-bleu-val=0.35941477135362676	f1-perplexity-train=1.0682578783778045	f1-perplexity-val=1.0700661365477508	f2-bleu-val=0.2746700441882483	f2-perplexity-train=1.1045510172608926	f2-perplexity-val=1.1067120115185185	f3-bleu-val=0.06482055013518147	f3-perplexity-train=1.4886701207929367	f3-perplexity-val=1.5169248220026625	f4-bleu-val=0.05839027497765124	f4-perplexity-train=1.5249786496872708	f4-perplexity-val=1.4973214966701036	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.013096555974148	max-gpu-memory=29510403584	perplexity-train=20.028806245189003	perplexity-val=29.532298726312185	rouge1-val=0.38129424092707587	rouge2-val=0.09411457522578512	rougel-val=0.3133559652556154	signwriting-clip-val=0.8807977814569152	signwriting-similarity-val=0.39038942865111687	ter-val=81.82713963963964	time-elapsed=3297.4733328819275
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45	avg-sec-per-sent-val=0.00614091328212193	bleu-val=0.10906424111299673	chrf-val=29.822342199751144	converged=False	decode-walltime-val=5.287326335906982	diverged=False	epoch=5	f1-bleu-val=0.3710162831621215	f1-perplexity-train=1.0684679538917867	f1-perplexity-val=1.0702410201592285	f2-bleu-val=0.2706661614401472	f2-perplexity-train=1.1045167229651482	f2-perplexity-val=1.1069197913671192	f3-bleu-val=0.05656887777201254	f3-perplexity-train=1.4871897419734317	f3-perplexity-val=1.5149190052183645	f4-bleu-val=0.05557013199462	f4-perplexity-train=1.526685643742594	f4-perplexity-val=1.49713223589965	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.0269284943415344	max-gpu-memory=29510403584	perplexity-train=20.026107943883332	perplexity-val=29.226572963753995	rouge1-val=0.3785065560698819	rouge2-val=0.09259883946649677	rougel-val=0.3115329185824717	signwriting-clip-val=0.8807064296199608	signwriting-similarity-val=0.3889318086102147	ter-val=82.06644144144144	time-elapsed=3529.7831938266754
46	avg-sec-per-sent-val=0.006309328732728681	bleu-val=0.11087574283042802	chrf-val=30.199353017503256	converged=False	decode-walltime-val=5.4323320388793945	diverged=False	epoch=5	f1-bleu-val=0.3733625244581386	f1-perplexity-train=1.0684937548792797	f1-perplexity-val=1.0702711437822285	f2-bleu-val=0.27468595530349216	f2-perplexity-train=1.10544262892201	f2-perplexity-val=1.1070488507245881	f3-bleu-val=0.057286899586113355	f3-perplexity-train=1.4905585376899928	f3-perplexity-val=1.514286523549791	f4-bleu-val=0.05219103517809405	f4-perplexity-train=1.5290815586981026	f4-perplexity-val=1.4945568201594082	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.0490601523671228	max-gpu-memory=29510403584	perplexity-train=20.12534050223093	perplexity-val=29.10666441426003	rouge1-val=0.3827855486612305	rouge2-val=0.09672809695811682	rougel-val=0.31140087378678605	signwriting-clip-val=0.8792253939670691	signwriting-similarity-val=0.3897326817019899	ter-val=82.67173423423422	time-elapsed=3606.4751749038696
47	avg-sec-per-sent-val=0.0060560470674096084	bleu-val=0.11136952740731822	chrf-val=29.747154540839855	converged=False	decode-walltime-val=5.214256525039673	diverged=False	epoch=6	f1-bleu-val=0.3545019044427302	f1-perplexity-train=1.0681148707460566	f1-perplexity-val=1.0699120052631863	f2-bleu-val=0.2843792947262378	f2-perplexity-train=1.1042124528536628	f2-perplexity-val=1.1068708769591178	f3-bleu-val=0.057178857685018195	f3-perplexity-train=1.4844397116049446	f3-perplexity-val=1.5152477521932752	f4-bleu-val=0.051268026423793404	f4-perplexity-train=1.5233141866831237	f4-perplexity-val=1.494516439594821	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.0300937717578391	max-gpu-memory=29510403584	perplexity-train=19.745945370397383	perplexity-val=29.23777154492595	rouge1-val=0.3808314631750903	rouge2-val=0.09440864530532612	rougel-val=0.31136668470448087	signwriting-clip-val=0.878678732355851	signwriting-similarity-val=0.38525301927580263	ter-val=82.96734234234235	time-elapsed=3684.004608154297
48	avg-sec-per-sent-val=0.00620005715045641	bleu-val=0.11421952525509982	chrf-val=30.105663760471824	converged=False	decode-walltime-val=5.338249206542969	diverged=False	epoch=6	f1-bleu-val=0.37141197300096535	f1-perplexity-train=1.0674485368709214	f1-perplexity-val=1.0691924331678577	f2-bleu-val=0.28188389394717595	f2-perplexity-train=1.1034658964704904	f2-perplexity-val=1.1069380277151872	f3-bleu-val=0.058221533304895406	f3-perplexity-train=1.4851540954988918	f3-perplexity-val=1.5133884244613478	f4-bleu-val=0.05394009893646886	f4-perplexity-train=1.5244633130633738	f4-perplexity-val=1.4936628504857465	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.0499361697855563	max-gpu-memory=29510403584	perplexity-train=19.698677114918613	perplexity-val=29.185397883358824	rouge1-val=0.3838326975302016	rouge2-val=0.09915624850932311	rougel-val=0.3152461664176943	signwriting-clip-val=0.8805738427913148	signwriting-similarity-val=0.3897976339712548	ter-val=83.22072072072072	time-elapsed=3760.35519862175
49	avg-sec-per-sent-val=0.006050796320490998	bleu-val=0.12146727536206736	chrf-val=31.06290749932762	converged=False	decode-walltime-val=5.209735631942749	diverged=False	epoch=6	f1-bleu-val=0.3849396384770452	f1-perplexity-train=1.0684420249339168	f1-perplexity-val=1.0693774392433544	f2-bleu-val=0.2941836579454367	f2-perplexity-train=1.1049916416144168	f2-perplexity-val=1.1077659992166942	f3-bleu-val=0.06519305931860425	f3-perplexity-train=1.491893319159858	f3-perplexity-val=1.5152875699438961	f4-bleu-val=0.06423008168749458	f4-perplexity-train=1.5292645667384142	f4-perplexity-val=1.4950619648403902	learning-rate=6.859999999999999e-05	length-ratio-mse-val=1.0356308065911932	max-gpu-memory=29510403584	perplexity-train=19.871426715244514	perplexity-val=29.296398677279065	rouge1-val=0.38441758649582997	rouge2-val=0.09929379097022546	rougel-val=0.3153080883649523	signwriting-clip-val=0.8800256504275934	signwriting-similarity-val=0.39277269460485986	ter-val=81.84121621621621	time-elapsed=3836.514906167984
50	avg-sec-per-sent-val=0.005792275815336824	bleu-val=0.11111349084141818	chrf-val=30.18276747045353	converged=False	decode-walltime-val=4.987149477005005	diverged=False	epoch=6	f1-bleu-val=0.3717434497957538	f1-perplexity-train=1.067727616749589	f1-perplexity-val=1.0698341927711696	f2-bleu-val=0.27248469741403725	f2-perplexity-train=1.1037798578856837	f2-perplexity-val=1.1066209440179728	f3-bleu-val=0.06283456244940909	f3-perplexity-train=1.4902246050213401	f3-perplexity-val=1.514805474029173	f4-bleu-val=0.05565519007496065	f4-perplexity-train=1.5310499576201981	f4-perplexity-val=1.4977588128700101	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.0620558206695345	max-gpu-memory=29510403584	perplexity-train=19.91445539294964	perplexity-val=29.193382976086998	rouge1-val=0.38456814925441896	rouge2-val=0.10094255231968462	rougel-val=0.3127301210490163	signwriting-clip-val=0.8808865582486063	signwriting-similarity-val=0.3895248544246843	ter-val=82.85472972972973	time-elapsed=3918.9040689468384
51	avg-sec-per-sent-val=0.00596142036712682	bleu-val=0.1149538375898198	chrf-val=30.115301358080636	converged=False	decode-walltime-val=5.132782936096191	diverged=False	epoch=6	f1-bleu-val=0.36406956772351323	f1-perplexity-train=1.0693835187016512	f1-perplexity-val=1.0700018020115158	f2-bleu-val=0.2794179862457402	f2-perplexity-train=1.1067535312767935	f2-perplexity-val=1.106953025313282	f3-bleu-val=0.06344388240960204	f3-perplexity-train=1.4955516188535731	f3-perplexity-val=1.5131890770701149	f4-bleu-val=0.05939839729883351	f4-perplexity-train=1.530379925535609	f4-perplexity-val=1.4950221854883026	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.0663021860603665	max-gpu-memory=29510403584	perplexity-train=20.344782839061235	perplexity-val=29.216380326334708	rouge1-val=0.3799129378880468	rouge2-val=0.10021101609459176	rougel-val=0.3105936773321092	signwriting-clip-val=0.8802908343305156	signwriting-similarity-val=0.3896998828019229	ter-val=83.34740990990991	time-elapsed=3992.0962426662445
52	avg-sec-per-sent-val=0.006213563382971716	bleu-val=0.11445027565308682	chrf-val=30.199854269740882	converged=False	decode-walltime-val=5.3498780727386475	diverged=False	epoch=6	f1-bleu-val=0.3678983475921382	f1-perplexity-train=1.0681868070358878	f1-perplexity-val=1.069707073595065	f2-bleu-val=0.2936715317404801	f2-perplexity-train=1.1048547975585714	f2-perplexity-val=1.1062782040186547	f3-bleu-val=0.0587051010300607	f3-perplexity-train=1.491120244902116	f3-perplexity-val=1.5157942116478562	f4-bleu-val=0.05825086485649494	f4-perplexity-train=1.5296605293453829	f4-perplexity-val=1.4955601726228003	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.044056821451041	max-gpu-memory=29510403584	perplexity-train=19.960054821438682	perplexity-val=29.41864124094856	rouge1-val=0.3833352105209198	rouge2-val=0.10050564153527483	rougel-val=0.3128552509405643	signwriting-clip-val=0.8809028778757367	signwriting-similarity-val=0.38939460277389865	ter-val=82.8125	time-elapsed=4068.34787273407
53	avg-sec-per-sent-val=0.0063699997537504365	bleu-val=0.11340738829873344	chrf-val=30.10429826217078	converged=False	decode-walltime-val=5.484569787979126	diverged=False	epoch=6	f1-bleu-val=0.3672348875455004	f1-perplexity-train=1.068531130185673	f1-perplexity-val=1.0694662502205645	f2-bleu-val=0.2727098127093063	f2-perplexity-train=1.105581666607381	f2-perplexity-val=1.1062319345416338	f3-bleu-val=0.06050897987283059	f3-perplexity-train=1.4952729853568774	f3-perplexity-val=1.5140060140495177	f4-bleu-val=0.05934923634854338	f4-perplexity-train=1.530840899114866	f4-perplexity-val=1.495171755640663	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.0614068744304779	max-gpu-memory=29510403584	perplexity-train=20.10675991517587	perplexity-val=29.06713573324313	rouge1-val=0.3817655330003307	rouge2-val=0.09971001130465895	rougel-val=0.3123565917645647	signwriting-clip-val=0.8792940504874918	signwriting-similarity-val=0.3913454058986625	ter-val=83.0518018018018	time-elapsed=4142.463999986649
54	avg-sec-per-sent-val=0.0064389968721431864	bleu-val=0.105730352174673	chrf-val=29.444044747973987	converged=False	decode-walltime-val=5.543976306915283	diverged=False	epoch=7	f1-bleu-val=0.3650751850909875	f1-perplexity-train=1.0676405203524315	f1-perplexity-val=1.0694889420103815	f2-bleu-val=0.26780091896724434	f2-perplexity-train=1.1037056932815976	f2-perplexity-val=1.1058703406780437	f3-bleu-val=0.05983948129898022	f3-perplexity-train=1.4829645952655455	f3-perplexity-val=1.5131163275633632	f4-bleu-val=0.0533167983629103	f4-perplexity-train=1.5246379968351504	f4-perplexity-val=1.4945083481723558	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.049035309085319	max-gpu-memory=29510403584	perplexity-train=19.683326772992373	perplexity-val=29.287648488338352	rouge1-val=0.379025691355543	rouge2-val=0.09762847886842317	rougel-val=0.309590561132258	signwriting-clip-val=0.8787685668703847	signwriting-similarity-val=0.38354991333350896	ter-val=84.33277027027027	time-elapsed=4217.84578537941
55	avg-sec-per-sent-val=0.006290873307107356	bleu-val=0.10306738307329684	chrf-val=29.593650228687697	converged=False	decode-walltime-val=5.416441917419434	diverged=False	epoch=7	f1-bleu-val=0.37135712489178396	f1-perplexity-train=1.0681998168212137	f1-perplexity-val=1.06966741750883	f2-bleu-val=0.27258069980843097	f2-perplexity-train=1.1047840291212756	f2-perplexity-val=1.1064552462985109	f3-bleu-val=0.05938711505358293	f3-perplexity-train=1.4932851006769676	f3-perplexity-val=1.5151691719551068	f4-bleu-val=0.052028788643650264	f4-perplexity-train=1.5316712904911969	f4-perplexity-val=1.4959104122529832	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.0728806956431378	max-gpu-memory=29510403584	perplexity-train=19.853496830645028	perplexity-val=29.328970622040334	rouge1-val=0.3803207587570031	rouge2-val=0.09858156223961828	rougel-val=0.30980465776817007	signwriting-clip-val=0.8772604531942759	signwriting-similarity-val=0.38755090257137587	ter-val=84.9802927927928	time-elapsed=4295.509476661682
56	avg-sec-per-sent-val=0.00624144395746282	bleu-val=0.11263873375348647	chrf-val=30.2155697870623	converged=False	decode-walltime-val=5.373883247375488	diverged=False	epoch=7	f1-bleu-val=0.3732881656321525	f1-perplexity-train=1.0681407340569011	f1-perplexity-val=1.0695903421462336	f2-bleu-val=0.279309085744028	f2-perplexity-train=1.104842568473916	f2-perplexity-val=1.1061650268898346	f3-bleu-val=0.059079660899294915	f3-perplexity-train=1.4962356053165664	f3-perplexity-val=1.5144139558762968	f4-bleu-val=0.05214141698893476	f4-perplexity-train=1.532807300649407	f4-perplexity-val=1.4960821920647467	learning-rate=4.801999999999999e-05	length-ratio-mse-val=1.0694128634117515	max-gpu-memory=29510403584	perplexity-train=19.890773864559876	perplexity-val=29.11362239559915	rouge1-val=0.3790156153132139	rouge2-val=0.09995120618911395	rougel-val=0.31095980618543395	signwriting-clip-val=0.8782975684059622	signwriting-similarity-val=0.3857836973677653	ter-val=83.86824324324324	time-elapsed=4373.119970321655
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58	avg-sec-per-sent-val=0.005943219143892968	bleu-val=0.1125069535245653	chrf-val=29.83871923165145	converged=False	decode-walltime-val=5.117111682891846	diverged=False	epoch=7	f1-bleu-val=0.3521208706093873	f1-perplexity-train=1.067051409821442	f1-perplexity-val=1.06984322515148	f2-bleu-val=0.2715548981810951	f2-perplexity-train=1.1024173501901353	f2-perplexity-val=1.1072972171067756	f3-bleu-val=0.05867268669876844	f3-perplexity-train=1.4798077075552776	f3-perplexity-val=1.5160947024804332	f4-bleu-val=0.05608802987034167	f4-perplexity-train=1.5190389847665409	f4-perplexity-val=1.4975386184062678	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0175517867007207	max-gpu-memory=29510403584	perplexity-train=19.674559796547218	perplexity-val=29.511134349644855	rouge1-val=0.3871864796687422	rouge2-val=0.10174552252297145	rougel-val=0.3157935116357857	signwriting-clip-val=0.8796964482978661	signwriting-similarity-val=0.38827072215786224	ter-val=81.98198198198197	time-elapsed=4530.128866672516
59	avg-sec-per-sent-val=0.00609387781008057	bleu-val=0.11942178290090869	chrf-val=30.80768737611555	converged=False	decode-walltime-val=5.24682879447937	diverged=False	epoch=7	f1-bleu-val=0.3805092098341806	f1-perplexity-train=1.0682533316120388	f1-perplexity-val=1.070022157057957	f2-bleu-val=0.2960221751558513	f2-perplexity-train=1.105325985354269	f2-perplexity-val=1.1069934937802495	f3-bleu-val=0.06402926916643206	f3-perplexity-train=1.4924190540666928	f3-perplexity-val=1.5150052691478884	f4-bleu-val=0.05914775675360459	f4-perplexity-train=1.5314958050321799	f4-perplexity-val=1.4968233683055645	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0853436518194344	max-gpu-memory=29510403584	perplexity-train=20.01498553700388	perplexity-val=29.128160956920294	rouge1-val=0.38131049884646306	rouge2-val=0.10185616232227768	rougel-val=0.3114869486917309	signwriting-clip-val=0.8800390205593751	signwriting-similarity-val=0.3948395114050786	ter-val=83.82601351351352	time-elapsed=4604.326058626175
60	avg-sec-per-sent-val=0.006606269796550897	bleu-val=0.11364094068497779	chrf-val=30.089654952697675	converged=False	decode-walltime-val=5.687998294830322	diverged=False	epoch=7	f1-bleu-val=0.37368975376700064	f1-perplexity-train=1.0674357347189614	f1-perplexity-val=1.0697457002021793	f2-bleu-val=0.2871023275745307	f2-perplexity-train=1.1034231718703447	f2-perplexity-val=1.1064900389752506	f3-bleu-val=0.06698909300741024	f3-perplexity-train=1.4860267613820175	f3-perplexity-val=1.513690447334729	f4-bleu-val=0.06028623794491843	f4-perplexity-train=1.5250179909696224	f4-perplexity-val=1.4954182499062574	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0652907647999832	max-gpu-memory=29510403584	perplexity-train=19.77608470232994	perplexity-val=29.18084562778668	rouge1-val=0.38103397520275367	rouge2-val=0.09638395208080237	rougel-val=0.3112784451443259	signwriting-clip-val=0.8813800327869242	signwriting-similarity-val=0.39426807841920847	ter-val=83.54448198198197	time-elapsed=4679.306933641434
61	avg-sec-per-sent-val=0.006633169559651551	bleu-val=0.11578694114609248	chrf-val=29.754428584973713	converged=False	decode-walltime-val=5.711158990859985	diverged=False	epoch=7	f1-bleu-val=0.36790234971323843	f1-perplexity-train=1.068761188799889	f1-perplexity-val=1.069758103142138	f2-bleu-val=0.2872543061845848	f2-perplexity-train=1.1057123750401858	f2-perplexity-val=1.1067067747204737	f3-bleu-val=0.06396641309557634	f3-perplexity-train=1.4967256962928686	f3-perplexity-val=1.5135515509166602	f4-bleu-val=0.060109992926899655	f4-perplexity-train=1.5345497315379717	f4-perplexity-val=1.4958200480703732	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0704112656754925	max-gpu-memory=29510403584	perplexity-train=20.137476528700198	perplexity-val=29.042960509394998	rouge1-val=0.38072393586864456	rouge2-val=0.09799902799403601	rougel-val=0.30994287062095355	signwriting-clip-val=0.8801658188839823	signwriting-similarity-val=0.3893208035227643	ter-val=83.9527027027027	time-elapsed=4757.024624109268
62	avg-sec-per-sent-val=0.006066984138976129	bleu-val=0.11520162402651835	chrf-val=29.991338611557623	converged=False	decode-walltime-val=5.223673343658447	diverged=False	epoch=8	f1-bleu-val=0.37558329615263775	f1-perplexity-train=1.0692393443618728	f1-perplexity-val=1.0696293487941213	f2-bleu-val=0.2932039265376134	f2-perplexity-train=1.10611721817831	f2-perplexity-val=1.1069718439382388	f3-bleu-val=0.06376522316759675	f3-perplexity-train=1.4902502558925166	f3-perplexity-val=1.5156945290455448	f4-bleu-val=0.058130344680098665	f4-perplexity-train=1.5247960608202296	f4-perplexity-val=1.4972899123781203	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0532811847136874	max-gpu-memory=29510403584	perplexity-train=20.054200732437387	perplexity-val=29.232915604748424	rouge1-val=0.3791142134886907	rouge2-val=0.09613474466414938	rougel-val=0.30909719097045574	signwriting-clip-val=0.8802434379769257	signwriting-similarity-val=0.3876321109032182	ter-val=83.92454954954955	time-elapsed=4833.176130533218
63	avg-sec-per-sent-val=0.0059749637054372475	bleu-val=0.1119501399186869	chrf-val=29.971068797416084	converged=False	decode-walltime-val=5.14444375038147	diverged=False	epoch=8	f1-bleu-val=0.3706589076395948	f1-perplexity-train=1.0672309266661237	f1-perplexity-val=1.069648808686407	f2-bleu-val=0.27412301970386826	f2-perplexity-train=1.1033988948361932	f2-perplexity-val=1.106524066305648	f3-bleu-val=0.06317415220708884	f3-perplexity-train=1.4841861288674316	f3-perplexity-val=1.5147086597542494	f4-bleu-val=0.05711827936147218	f4-perplexity-train=1.5236370196632432	f4-perplexity-val=1.4961193570468736	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.026417624880847	max-gpu-memory=29510403584	perplexity-train=19.54105296958852	perplexity-val=29.282894107788263	rouge1-val=0.38131618736923634	rouge2-val=0.09758324043700517	rougel-val=0.3129186324123761	signwriting-clip-val=0.8798271951359738	signwriting-similarity-val=0.39224873568145613	ter-val=82.2072072072072	time-elapsed=4909.986433982849
64	avg-sec-per-sent-val=0.006438955889623201	bleu-val=0.11693930581167582	chrf-val=30.667704308476406	converged=False	decode-walltime-val=5.543941020965576	diverged=False	epoch=8	f1-bleu-val=0.36695820606147317	f1-perplexity-train=1.0685368124632195	f1-perplexity-val=1.0693826017862957	f2-bleu-val=0.2778841719922422	f2-perplexity-train=1.1051051672289194	f2-perplexity-val=1.106406204312732	f3-bleu-val=0.06448039977959256	f3-perplexity-train=1.4927170155999732	f3-perplexity-val=1.513377757760119	f4-bleu-val=0.058108388092064006	f4-perplexity-train=1.5280833871853758	f4-perplexity-val=1.495095269574333	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0481048990284525	max-gpu-memory=29510403584	perplexity-train=19.842352839611234	perplexity-val=29.09325886595294	rouge1-val=0.3852274636921269	rouge2-val=0.09901351244314943	rougel-val=0.3146147919885796	signwriting-clip-val=0.879299929194611	signwriting-similarity-val=0.39347034050139507	ter-val=82.446509009009	time-elapsed=4982.690160989761
65	avg-sec-per-sent-val=0.006357350831247788	bleu-val=0.12089418065540934	chrf-val=30.88035312876921	converged=False	decode-walltime-val=5.473679065704346	diverged=False	epoch=8	f1-bleu-val=0.3724986769101658	f1-perplexity-train=1.068016285374638	f1-perplexity-val=1.0694681539447806	f2-bleu-val=0.289047955013612	f2-perplexity-train=1.1046578360638117	f2-perplexity-val=1.1061553697330069	f3-bleu-val=0.06391612680532312	f3-perplexity-train=1.4877871675491552	f3-perplexity-val=1.513237911407478	f4-bleu-val=0.05760206326456669	f4-perplexity-train=1.5260555111471956	f4-perplexity-val=1.4949663351869695	learning-rate=3.3613999999999994e-05	length-ratio-mse-val=1.0353545879013226	max-gpu-memory=29510403584	perplexity-train=19.759548365310007	perplexity-val=29.23197285589446	rouge1-val=0.38540260316696	rouge2-val=0.10033599856724199	rougel-val=0.316918657375432	signwriting-clip-val=0.87939694194982	signwriting-similarity-val=0.39405570468699364	ter-val=82.31981981981981	time-elapsed=5057.597667217255
66	avg-sec-per-sent-val=0.006329653293552022	bleu-val=0.11432501608429937	chrf-val=30.14369068493579	converged=False	decode-walltime-val=5.449831485748291	diverged=False	epoch=8	f1-bleu-val=0.3779295069987988	f1-perplexity-train=1.068927222382608	f1-perplexity-val=1.0697071981917816	f2-bleu-val=0.28747957095955384	f2-perplexity-train=1.1060151211573872	f2-perplexity-val=1.1075258448297527	f3-bleu-val=0.06293633173426572	f3-perplexity-train=1.4944546944533579	f3-perplexity-val=1.5162636682343624	f4-bleu-val=0.05913713852915761	f4-perplexity-train=1.5332569316600981	f4-perplexity-val=1.4971426527557203	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.0355247196703983	max-gpu-memory=29510403584	perplexity-train=20.219845704539136	perplexity-val=29.34395859877357	rouge1-val=0.38038497919677894	rouge2-val=0.09937103660934242	rougel-val=0.31328266961501444	signwriting-clip-val=0.8803603498916316	signwriting-similarity-val=0.38998997746834146	ter-val=81.84121621621621	time-elapsed=5135.929232120514
67	avg-sec-per-sent-val=0.006117064501488804	bleu-val=0.11228870891286484	chrf-val=30.229283413968368	converged=False	decode-walltime-val=5.26679253578186	diverged=False	epoch=8	f1-bleu-val=0.37415180121345215	f1-perplexity-train=1.067850691376751	f1-perplexity-val=1.0699598899987295	f2-bleu-val=0.2781116263420848	f2-perplexity-train=1.1043128694201194	f2-perplexity-val=1.1071245653433917	f3-bleu-val=0.06402247253326376	f3-perplexity-train=1.4906993132161184	f3-perplexity-val=1.5156816447635126	f4-bleu-val=0.06129259289688071	f4-perplexity-train=1.5293907959494304	f4-perplexity-val=1.496760759659572	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.0497816360176073	max-gpu-memory=29510403584	perplexity-train=19.901779796922934	perplexity-val=29.25530052943885	rouge1-val=0.3823755189942729	rouge2-val=0.09871978966671867	rougel-val=0.3150825746143817	signwriting-clip-val=0.8807375522440735	signwriting-similarity-val=0.39611557272886794	ter-val=81.57376126126125	time-elapsed=5208.82083272934
68	avg-sec-per-sent-val=0.006104172729864353	bleu-val=0.11726695463328146	chrf-val=30.516092398002602	converged=False	decode-walltime-val=5.255692720413208	diverged=False	epoch=8	f1-bleu-val=0.382766116602298	f1-perplexity-train=1.068436081982632	f1-perplexity-val=1.0696119623162548	f2-bleu-val=0.2870578367096518	f2-perplexity-train=1.1048521304454098	f2-perplexity-val=1.1062875776073622	f3-bleu-val=0.06260920123722384	f3-perplexity-train=1.4896673510591392	f3-perplexity-val=1.5143613481991163	f4-bleu-val=0.06063757054763591	f4-perplexity-train=1.5274448349328686	f4-perplexity-val=1.4963947835954274	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.062223354573399	max-gpu-memory=29511140864	perplexity-train=20.003884335508634	perplexity-val=29.185659982050232	rouge1-val=0.38367453883291025	rouge2-val=0.10028581763521618	rougel-val=0.3133766354579746	signwriting-clip-val=0.8796923613991333	signwriting-similarity-val=0.393991191206889	ter-val=83.02364864864865	time-elapsed=5280.238499403
69	avg-sec-per-sent-val=0.00613649353886869	bleu-val=0.11385447889597752	chrf-val=30.6790106575002	converged=False	decode-walltime-val=5.283520936965942	diverged=False	epoch=8	f1-bleu-val=0.3892001113892594	f1-perplexity-train=1.0676939534799201	f1-perplexity-val=1.0698315089772605	f2-bleu-val=0.29200970784592606	f2-perplexity-train=1.1042314089452758	f2-perplexity-val=1.1064861937086967	f3-bleu-val=0.06512734811848374	f3-perplexity-train=1.489989220398865	f3-perplexity-val=1.5147770150643323	f4-bleu-val=0.0604878899588297	f4-perplexity-train=1.527582749230427	f4-perplexity-val=1.4962450762330781	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.089118042690117	max-gpu-memory=29511140864	perplexity-train=19.84924364918099	perplexity-val=29.204337208091022	rouge1-val=0.3837997636709776	rouge2-val=0.09919627735895511	rougel-val=0.3128990826782237	signwriting-clip-val=0.8790825427478476	signwriting-similarity-val=0.3920148633662391	ter-val=84.52984234234235	time-elapsed=5353.094988584518
70	avg-sec-per-sent-val=0.006095994501856008	bleu-val=0.11452202401251903	chrf-val=30.248352091534148	converged=False	decode-walltime-val=5.2486512660980225	diverged=False	epoch=9	f1-bleu-val=0.37979609630311173	f1-perplexity-train=1.0686830778599055	f1-perplexity-val=1.0700758284998444	f2-bleu-val=0.287544144528965	f2-perplexity-train=1.1055813279833373	f2-perplexity-val=1.1067252392645495	f3-bleu-val=0.06072159881932523	f3-perplexity-train=1.4976562002481686	f3-perplexity-val=1.5155537594851418	f4-bleu-val=0.05888627753155063	f4-perplexity-train=1.534017396642595	f4-perplexity-val=1.4956077100129752	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.0582575610818035	max-gpu-memory=29511140864	perplexity-train=20.013284315685723	perplexity-val=29.145082683699723	rouge1-val=0.38362207953563554	rouge2-val=0.09817761016995928	rougel-val=0.3121741628465326	signwriting-clip-val=0.8781113229285272	signwriting-similarity-val=0.38962069217606055	ter-val=82.89695945945947	time-elapsed=5427.104281663895
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72	avg-sec-per-sent-val=0.0059936733334460465	bleu-val=0.11309641829315482	chrf-val=30.243927132197218	converged=False	decode-walltime-val=5.160552740097046	diverged=False	epoch=9	f1-bleu-val=0.37660279046546025	f1-perplexity-train=1.067758016427752	f1-perplexity-val=1.0692913819407768	f2-bleu-val=0.278453846517695	f2-perplexity-train=1.1036061809798483	f2-perplexity-val=1.1064631226647896	f3-bleu-val=0.060142008648058125	f3-perplexity-train=1.482725482632736	f3-perplexity-val=1.5142000057177685	f4-bleu-val=0.05741911787261931	f4-perplexity-train=1.5204291478992649	f4-perplexity-val=1.4947626149672069	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.0519706839979368	max-gpu-memory=29511140864	perplexity-train=19.618462534018985	perplexity-val=29.115659486049587	rouge1-val=0.38203843378124597	rouge2-val=0.09924494195434569	rougel-val=0.31211161772975415	signwriting-clip-val=0.8791168935069086	signwriting-similarity-val=0.3895676087593136	ter-val=82.78434684684684	time-elapsed=5575.184681892395
73	avg-sec-per-sent-val=0.006188262215059393	bleu-val=0.10976542993066297	chrf-val=29.564105558678307	converged=False	decode-walltime-val=5.328093767166138	diverged=False	epoch=9	f1-bleu-val=0.36642989085032	f1-perplexity-train=1.0694154732114238	f1-perplexity-val=1.0697601508518788	f2-bleu-val=0.2787632566454114	f2-perplexity-train=1.1065611934742994	f2-perplexity-val=1.10619416727339	f3-bleu-val=0.06280639325981659	f3-perplexity-train=1.4975954336713002	f3-perplexity-val=1.5139681956914244	f4-bleu-val=0.0574169665356353	f4-perplexity-train=1.5302894151631246	f4-perplexity-val=1.4949811656251377	learning-rate=2.3529799999999993e-05	length-ratio-mse-val=1.0486348035488604	max-gpu-memory=29511140864	perplexity-train=20.104738570987074	perplexity-val=29.175162567123458	rouge1-val=0.3819435063231706	rouge2-val=0.09692878923684631	rougel-val=0.3111625150129935	signwriting-clip-val=0.8792052977868766	signwriting-similarity-val=0.38927156860004225	ter-val=83.78378378378379	time-elapsed=5647.146216869354
74	avg-sec-per-sent-val=0.006115395017617256	bleu-val=0.1091354689675176	chrf-val=29.808007219104944	converged=False	decode-walltime-val=5.265355110168457	diverged=False	epoch=9	f1-bleu-val=0.3632516466255158	f1-perplexity-train=1.0679528325804268	f1-perplexity-val=1.0698879879054006	f2-bleu-val=0.2791654861321109	f2-perplexity-train=1.104389452263229	f2-perplexity-val=1.1075160723720394	f3-bleu-val=0.05979037786392581	f3-perplexity-train=1.4840720395274478	f3-perplexity-val=1.5183084491707675	f4-bleu-val=0.05700166095243517	f4-perplexity-train=1.5234354499557903	f4-perplexity-val=1.4978707152828765	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0345528940188549	max-gpu-memory=29511140864	perplexity-train=19.949594037213505	perplexity-val=29.33776253426897	rouge1-val=0.382235758898649	rouge2-val=0.10087535408665302	rougel-val=0.31316808731620377	signwriting-clip-val=0.8803179512594358	signwriting-similarity-val=0.3919614033254353	ter-val=82.0945945945946	time-elapsed=5723.975219964981
75	avg-sec-per-sent-val=0.006116216883288305	bleu-val=0.10778060467819893	chrf-val=29.914891287296363	converged=False	decode-walltime-val=5.2660627365112305	diverged=False	epoch=9	f1-bleu-val=0.3635021713127915	f1-perplexity-train=1.0673509361904965	f1-perplexity-val=1.069824043888863	f2-bleu-val=0.2818394099378219	f2-perplexity-train=1.1033443207227456	f2-perplexity-val=1.1072677256489183	f3-bleu-val=0.0585390863408826	f3-perplexity-train=1.4849524100367633	f3-perplexity-val=1.5166079252474554	f4-bleu-val=0.055072598717617105	f4-perplexity-train=1.52518402157958	f4-perplexity-val=1.4975893250415913	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.04203350241286	max-gpu-memory=29511140864	perplexity-train=19.754657009176327	perplexity-val=29.290853731984534	rouge1-val=0.3840417157570159	rouge2-val=0.0969650008548006	rougel-val=0.31399721276956377	signwriting-clip-val=0.880370298121449	signwriting-similarity-val=0.39414678183785906	ter-val=82.65765765765765	time-elapsed=5795.851267814636
76	avg-sec-per-sent-val=0.006039729932459389	bleu-val=0.10859864119222587	chrf-val=30.090049468837126	converged=False	decode-walltime-val=5.200207471847534	diverged=False	epoch=9	f1-bleu-val=0.3639702559620567	f1-perplexity-train=1.0671930072334628	f1-perplexity-val=1.0699111788882354	f2-bleu-val=0.28297323815705666	f2-perplexity-train=1.1033604663512848	f2-perplexity-val=1.107118928456901	f3-bleu-val=0.06085257111599671	f3-perplexity-train=1.4868529332194915	f3-perplexity-val=1.516000971441514	f4-bleu-val=0.05650849349488254	f4-perplexity-train=1.5274476785679658	f4-perplexity-val=1.497421977644626	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.053491286743724	max-gpu-memory=29511140864	perplexity-train=19.765127070516808	perplexity-val=29.20462825694637	rouge1-val=0.3819353347495532	rouge2-val=0.09883442361434153	rougel-val=0.31275823251369045	signwriting-clip-val=0.8801626520151322	signwriting-similarity-val=0.3935003256889122	ter-val=82.78434684684684	time-elapsed=5868.098244428635
77	avg-sec-per-sent-val=0.006160431484173676	bleu-val=0.10738738107523269	chrf-val=29.560312152980124	converged=False	decode-walltime-val=5.304131507873535	diverged=False	epoch=10	f1-bleu-val=0.35682047755618895	f1-perplexity-train=1.0677595131075348	f1-perplexity-val=1.0697359530580173	f2-bleu-val=0.2744819725251277	f2-perplexity-train=1.104141010371204	f2-perplexity-val=1.1071040754355639	f3-bleu-val=0.06073244895379552	f3-perplexity-train=1.4875490895128827	f3-perplexity-val=1.5165780282818027	f4-bleu-val=0.05600707871242716	f4-perplexity-train=1.5257974286156464	f4-perplexity-val=1.4976831020283699	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0235306649906106	max-gpu-memory=29511140864	perplexity-train=19.74481578957969	perplexity-val=29.33887843813788	rouge1-val=0.38238371666627635	rouge2-val=0.09939839667553106	rougel-val=0.31465258855852324	signwriting-clip-val=0.8801052141826465	signwriting-similarity-val=0.38721016783536233	ter-val=82.47466216216216	time-elapsed=5942.321223497391
78	avg-sec-per-sent-val=0.006063703599014903	bleu-val=0.11331313901884953	chrf-val=30.183809574069958	converged=False	decode-walltime-val=5.220848798751831	diverged=False	epoch=10	f1-bleu-val=0.36771729068113773	f1-perplexity-train=1.0680659782617905	f1-perplexity-val=1.0699233679834856	f2-bleu-val=0.2789966583354577	f2-perplexity-train=1.1044623333289318	f2-perplexity-val=1.1070893897822447	f3-bleu-val=0.06416515797894369	f3-perplexity-train=1.4921117072040444	f3-perplexity-val=1.5161910480515262	f4-bleu-val=0.05820611842288341	f4-perplexity-train=1.529038946136606	f4-perplexity-val=1.496578254030373	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0410496020050148	max-gpu-memory=29511140864	perplexity-train=19.85368182864034	perplexity-val=29.165393944616536	rouge1-val=0.3817238006534927	rouge2-val=0.09844776668512646	rougel-val=0.31381373951467895	signwriting-clip-val=0.880080637477693	signwriting-similarity-val=0.39255948954843695	ter-val=82.43243243243244	time-elapsed=6013.932736873627
79	avg-sec-per-sent-val=0.00621043957345854	bleu-val=0.1079254658206799	chrf-val=29.967747869570022	converged=False	decode-walltime-val=5.347188472747803	diverged=False	epoch=10	f1-bleu-val=0.3689030079442893	f1-perplexity-train=1.0680783645973466	f1-perplexity-val=1.0697223952479096	f2-bleu-val=0.28236014861542696	f2-perplexity-train=1.1046294913366135	f2-perplexity-val=1.106811116814312	f3-bleu-val=0.06050443318221807	f3-perplexity-train=1.490791641382287	f3-perplexity-val=1.515782547717451	f4-bleu-val=0.055441966049544315	f4-perplexity-train=1.5293002360141073	f4-perplexity-val=1.4962953912430368	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0444412398677836	max-gpu-memory=29511140864	perplexity-train=19.83928203103316	perplexity-val=29.19923155961467	rouge1-val=0.38228651586991985	rouge2-val=0.09688172249468904	rougel-val=0.31231211020324323	signwriting-clip-val=0.8799374881660205	signwriting-similarity-val=0.38965025332991315	ter-val=83.24887387387388	time-elapsed=6086.305244207382
80	avg-sec-per-sent-val=0.006310638235005768	bleu-val=0.11067410877731076	chrf-val=30.272204287577882	converged=False	decode-walltime-val=5.433459520339966	diverged=False	epoch=10	f1-bleu-val=0.3739693187215885	f1-perplexity-train=1.0679453454110892	f1-perplexity-val=1.0697343676627382	f2-bleu-val=0.2837000966464889	f2-perplexity-train=1.1048642832618005	f2-perplexity-val=1.1066950030782134	f3-bleu-val=0.0625968151240294	f3-perplexity-train=1.4875768633445923	f3-perplexity-val=1.5158594551197169	f4-bleu-val=0.05638743443303127	f4-perplexity-train=1.5247249969157437	f4-perplexity-val=1.4964662876208363	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0532345022814351	max-gpu-memory=29511140864	perplexity-train=19.785819587816693	perplexity-val=29.243054980382936	rouge1-val=0.3841980921569813	rouge2-val=0.09964746542263583	rougel-val=0.31356346124715967	signwriting-clip-val=0.8792343720464895	signwriting-similarity-val=0.3885972386349452	ter-val=83.13626126126125	time-elapsed=6158.397659540176
81	avg-sec-per-sent-val=0.00633155704236889	bleu-val=0.1101314259690069	chrf-val=30.02378425191109	converged=False	decode-walltime-val=5.451470613479614	diverged=False	epoch=10	f1-bleu-val=0.37599093720132276	f1-perplexity-train=1.0680715200424786	f1-perplexity-val=1.0695874386198663	f2-bleu-val=0.2746535059891331	f2-perplexity-train=1.1046461219024464	f2-perplexity-val=1.1066116484046575	f3-bleu-val=0.05933938195354578	f3-perplexity-train=1.494857735600146	f3-perplexity-val=1.5156143311772505	f4-bleu-val=0.05224631687572047	f4-perplexity-train=1.5317655933113556	f4-perplexity-val=1.4959667347401078	learning-rate=1.6470859999999992e-05	length-ratio-mse-val=1.0509563364430317	max-gpu-memory=29511140864	perplexity-train=19.835119959162533	perplexity-val=29.285357314924617	rouge1-val=0.38434099002715316	rouge2-val=0.10202304064807612	rougel-val=0.3140191985994329	signwriting-clip-val=0.8807320837082901	signwriting-similarity-val=0.38973247777815606	ter-val=83.24887387387388	time-elapsed=6233.298948764801
82	avg-sec-per-sent-val=0.006259934273607917	bleu-val=0.11493943416459766	chrf-val=30.453876861221175	converged=False	decode-walltime-val=5.389803409576416	diverged=False	epoch=10	f1-bleu-val=0.37069487628871434	f1-perplexity-train=1.0683923773720014	f1-perplexity-val=1.0699535324892564	f2-bleu-val=0.2892987696231009	f2-perplexity-train=1.1049622682942861	f2-perplexity-val=1.1074806027250137	f3-bleu-val=0.06454809052689747	f3-perplexity-train=1.490920095634926	f3-perplexity-val=1.5182167425366158	f4-bleu-val=0.06084103086445094	f4-perplexity-train=1.5321446266578511	f4-perplexity-val=1.4981754977919841	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.0518956019218029	max-gpu-memory=29511140864	perplexity-train=20.052629096609248	perplexity-val=29.436048000180804	rouge1-val=0.38170709631935357	rouge2-val=0.1004825191966895	rougel-val=0.3121407079309889	signwriting-clip-val=0.8815421590129396	signwriting-similarity-val=0.3928239023240581	ter-val=82.30574324324324	time-elapsed=6309.892248392105
83	avg-sec-per-sent-val=0.006046962516509974	bleu-val=0.1112124402608534	chrf-val=29.888510948746287	converged=False	decode-walltime-val=5.206434726715088	diverged=False	epoch=10	f1-bleu-val=0.3642446350747584	f1-perplexity-train=1.0680935363786732	f1-perplexity-val=1.0696864138536368	f2-bleu-val=0.27796611786272246	f2-perplexity-train=1.104828972489826	f2-perplexity-val=1.1072420179597569	f3-bleu-val=0.06491520582825873	f3-perplexity-train=1.4896523848295025	f3-perplexity-val=1.517482598416346	f4-bleu-val=0.060482400391023934	f4-perplexity-train=1.5283659488901002	f4-perplexity-val=1.4977640175172238	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.0447065873757033	max-gpu-memory=29511140864	perplexity-train=20.022140193968546	perplexity-val=29.30393532062409	rouge1-val=0.3809486594578855	rouge2-val=0.09960638862717208	rougel-val=0.31255326220103624	signwriting-clip-val=0.8807356792321466	signwriting-similarity-val=0.39309378953611884	ter-val=82.55912162162163	time-elapsed=6381.953849315643
84	avg-sec-per-sent-val=0.006331349083770858	bleu-val=0.11533783918670011	chrf-val=30.237670280707857	converged=False	decode-walltime-val=5.451291561126709	diverged=False	epoch=10	f1-bleu-val=0.3678798640748301	f1-perplexity-train=1.0688402326964013	f1-perplexity-val=1.0697898038286173	f2-bleu-val=0.28408890882454774	f2-perplexity-train=1.1058045169170285	f2-perplexity-val=1.106958053240705	f3-bleu-val=0.06540470166672148	f3-perplexity-train=1.4910592563659266	f3-perplexity-val=1.5160884762560995	f4-bleu-val=0.06111239870530119	f4-perplexity-train=1.528239155703447	f4-perplexity-val=1.4968136495638154	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.059147830585391	max-gpu-memory=29511140864	perplexity-train=20.054643360836874	perplexity-val=29.300279226680185	rouge1-val=0.3847239572919084	rouge2-val=0.10374531106425841	rougel-val=0.31438795891954896	signwriting-clip-val=0.8799457502974312	signwriting-similarity-val=0.3907128874378281	ter-val=83.6570945945946	time-elapsed=6453.70591211319
85	avg-sec-per-sent-val=0.006122403582352517	bleu-val=0.11075201986332123	chrf-val=30.214253741093877	converged=False	decode-walltime-val=5.271389484405518	diverged=False	epoch=11	f1-bleu-val=0.37839613506503705	f1-perplexity-train=1.0685149229697026	f1-perplexity-val=1.0697281290521827	f2-bleu-val=0.2885987601690637	f2-perplexity-train=1.1051733079890418	f2-perplexity-val=1.107056340076193	f3-bleu-val=0.06155284447625364	f3-perplexity-train=1.4902249236230647	f3-perplexity-val=1.5160586136274727	f4-bleu-val=0.05650316639881472	f4-perplexity-train=1.5253696796884504	f4-perplexity-val=1.4970386986352358	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.0855673821319647	max-gpu-memory=29511140864	perplexity-train=19.973190821171844	perplexity-val=29.318120624666463	rouge1-val=0.38108786079128365	rouge2-val=0.09679221975987222	rougel-val=0.31000940164736307	signwriting-clip-val=0.879595372665773	signwriting-similarity-val=0.3888188864414698	ter-val=84.45945945945947	time-elapsed=6526.465297698975
86	avg-sec-per-sent-val=0.006194874523131828	bleu-val=0.11226607519090956	chrf-val=30.244160746478393	converged=False	decode-walltime-val=5.333786964416504	diverged=False	epoch=11	f1-bleu-val=0.3725698582185103	f1-perplexity-train=1.0676988104073368	f1-perplexity-val=1.0695741861761132	f2-bleu-val=0.2780748712039351	f2-perplexity-train=1.1040740999197378	f2-perplexity-val=1.1068002467572937	f3-bleu-val=0.06093889642522203	f3-perplexity-train=1.4880328503374964	f3-perplexity-val=1.5158253204185796	f4-bleu-val=0.056577052927997196	f4-perplexity-train=1.5272811596400842	f4-perplexity-val=1.4962959679802854	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.04629264090501	max-gpu-memory=29511140864	perplexity-train=19.68680246507665	perplexity-val=29.21087745521933	rouge1-val=0.3863042310694893	rouge2-val=0.09873935986391055	rougel-val=0.3163622867115123	signwriting-clip-val=0.8787872822442536	signwriting-similarity-val=0.39222262963139676	ter-val=82.8125	time-elapsed=6598.634563207626
87	avg-sec-per-sent-val=0.005905286775648801	bleu-val=0.11348058710964974	chrf-val=30.150970287008395	converged=False	decode-walltime-val=5.084451913833618	diverged=False	epoch=11	f1-bleu-val=0.3721634178491832	f1-perplexity-train=1.067567856678492	f1-perplexity-val=1.0697247466817743	f2-bleu-val=0.2790725475824475	f2-perplexity-train=1.103836914486575	f2-perplexity-val=1.1067051481380599	f3-bleu-val=0.0601595822552087	f3-perplexity-train=1.485300974771841	f3-perplexity-val=1.5157672082647453	f4-bleu-val=0.05734692803758094	f4-perplexity-train=1.5230184712200976	f4-perplexity-val=1.4964621994607685	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.051146030621731	max-gpu-memory=29511140864	perplexity-train=19.74162702913051	perplexity-val=29.210090486823972	rouge1-val=0.382484525915126	rouge2-val=0.0979580906687346	rougel-val=0.31370889574402283	signwriting-clip-val=0.8790483998089302	signwriting-similarity-val=0.3933140867458571	ter-val=82.69988738738738	time-elapsed=6671.567950248718
88	avg-sec-per-sent-val=0.005852567194230881	bleu-val=0.11655196724666814	chrf-val=30.566197568679566	converged=False	decode-walltime-val=5.039060354232788	diverged=False	epoch=11	f1-bleu-val=0.37420816205196517	f1-perplexity-train=1.0671903334375485	f1-perplexity-val=1.0697937420871686	f2-bleu-val=0.288260072463174	f2-perplexity-train=1.1032149039693013	f2-perplexity-val=1.1068481651455473	f3-bleu-val=0.061306244490805024	f3-perplexity-train=1.4815396214198426	f3-perplexity-val=1.5153446536124737	f4-bleu-val=0.05712039979365609	f4-perplexity-train=1.5214456664879095	f4-perplexity-val=1.4969629022528277	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.0757964040004913	max-gpu-memory=29511140864	perplexity-train=19.63237145835794	perplexity-val=29.207537976553795	rouge1-val=0.3849902344754088	rouge2-val=0.1008483622099371	rougel-val=0.31479407807624454	signwriting-clip-val=0.8802891265639861	signwriting-similarity-val=0.3921678474890102	ter-val=84.0793918918919	time-elapsed=6742.788288116455
89	avg-sec-per-sent-val=0.0058611588472550205	bleu-val=0.11603407948389047	chrf-val=30.351720271550796	converged=False	decode-walltime-val=5.046457767486572	diverged=False	epoch=11	f1-bleu-val=0.36724084638802795	f1-perplexity-train=1.0688593324336548	f1-perplexity-val=1.0695698891948016	f2-bleu-val=0.27796218284162355	f2-perplexity-train=1.1058563563042791	f2-perplexity-val=1.1066299692721655	f3-bleu-val=0.06237446623250269	f3-perplexity-train=1.495726672594463	f3-perplexity-val=1.5147839070446145	f4-bleu-val=0.05786771681570295	f4-perplexity-train=1.5322303896426808	f4-perplexity-val=1.4960289624083796	learning-rate=1.1529601999999994e-05	length-ratio-mse-val=1.0571824047894671	max-gpu-memory=29511140864	perplexity-train=20.030386971536895	perplexity-val=29.142816096374098	rouge1-val=0.3849501681353668	rouge2-val=0.09984179468424359	rougel-val=0.31360322078085656	signwriting-clip-val=0.880133641859934	signwriting-similarity-val=0.3918876020707339	ter-val=82.92511261261262	time-elapsed=6816.20107460022
90	avg-sec-per-sent-val=0.006300474016231666	bleu-val=0.1097673878268144	chrf-val=30.048188419979155	converged=False	decode-walltime-val=5.424708127975464	diverged=False	epoch=11	f1-bleu-val=0.3671753499445957	f1-perplexity-train=1.0680999553681907	f1-perplexity-val=1.069925876500442	f2-bleu-val=0.28187035205754074	f2-perplexity-train=1.1043929213152999	f2-perplexity-val=1.1076949823278146	f3-bleu-val=0.05718788735805133	f3-perplexity-train=1.4897970237746843	f3-perplexity-val=1.5185135863286605	f4-bleu-val=0.0548199951194622	f4-perplexity-train=1.528902144472819	f4-perplexity-val=1.4984308439924077	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0439514339729636	max-gpu-memory=29511140864	perplexity-train=20.023944371328763	perplexity-val=29.42953779420802	rouge1-val=0.3810942441744327	rouge2-val=0.09980972594926173	rougel-val=0.3137997617343657	signwriting-clip-val=0.8802780875207101	signwriting-similarity-val=0.3928471472323636	ter-val=82.48873873873875	time-elapsed=6891.1562032699585
91	avg-sec-per-sent-val=0.006037041423766594	bleu-val=0.10849714913452599	chrf-val=30.05297331286506	converged=False	decode-walltime-val=5.197892665863037	diverged=False	epoch=11	f1-bleu-val=0.37194429333411	f1-perplexity-train=1.068370064812771	f1-perplexity-val=1.069851664032889	f2-bleu-val=0.29055107063136354	f2-perplexity-train=1.105251548369202	f2-perplexity-val=1.1072869805452075	f3-bleu-val=0.05684065559962072	f3-perplexity-train=1.4922333774461929	f3-perplexity-val=1.5174239162325303	f4-bleu-val=0.05759963549208951	f4-perplexity-train=1.5310282839128027	f4-perplexity-val=1.4979822093850217	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0552756084007875	max-gpu-memory=29511140864	perplexity-train=20.068859826206822	perplexity-val=29.302448143551246	rouge1-val=0.38066293916818217	rouge2-val=0.10014905514707408	rougel-val=0.31168140256566834	signwriting-clip-val=0.8799557271180944	signwriting-similarity-val=0.38904640728859946	ter-val=83.86824324324324	time-elapsed=6964.36773276329
92	avg-sec-per-sent-val=0.006331745617342605	bleu-val=0.10941859370468297	chrf-val=30.26034821615587	converged=False	decode-walltime-val=5.451632976531982	diverged=False	epoch=11	f1-bleu-val=0.3759647572974322	f1-perplexity-train=1.0691852966173123	f1-perplexity-val=1.069781494291455	f2-bleu-val=0.2828887013691805	f2-perplexity-train=1.1061941184058506	f2-perplexity-val=1.1072194470204568	f3-bleu-val=0.05641301496441921	f3-perplexity-train=1.498221040482534	f3-perplexity-val=1.516822795763685	f4-bleu-val=0.055931028393106416	f4-perplexity-train=1.5344006835843933	f4-perplexity-val=1.4972146000510482	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0544582223892953	max-gpu-memory=29511140864	perplexity-train=20.198681742296024	perplexity-val=29.317104298512827	rouge1-val=0.38362424630687736	rouge2-val=0.10227658609394341	rougel-val=0.31475936408608696	signwriting-clip-val=0.8799049099009488	signwriting-similarity-val=0.393867987044762	ter-val=83.68524774774775	time-elapsed=7036.016067743301
93	avg-sec-per-sent-val=0.0061436220051658	bleu-val=0.10869341049531647	chrf-val=29.75659167871162	converged=False	decode-walltime-val=5.289658546447754	diverged=False	epoch=12	f1-bleu-val=0.36107262380905303	f1-perplexity-train=1.067487410275495	f1-perplexity-val=1.0697201031959789	f2-bleu-val=0.2728506377549799	f2-perplexity-train=1.1037290877846726	f2-perplexity-val=1.1072270343201158	f3-bleu-val=0.05809717977021536	f3-perplexity-train=1.4818058115305537	f3-perplexity-val=1.5166539259023673	f4-bleu-val=0.055084484308001454	f4-perplexity-train=1.5221080884577336	f4-perplexity-val=1.4970008178099552	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0398289067232236	max-gpu-memory=29511140864	perplexity-train=19.75022482902658	perplexity-val=29.264161060082987	rouge1-val=0.3819629408793757	rouge2-val=0.09874167803993697	rougel-val=0.3131113594868017	signwriting-clip-val=0.8796882277027932	signwriting-similarity-val=0.3912709552815043	ter-val=82.96734234234235	time-elapsed=7108.773588180542
94	avg-sec-per-sent-val=0.006419175731734255	bleu-val=0.11008430729041814	chrf-val=30.18657960366068	converged=False	decode-walltime-val=5.526910305023193	diverged=False	epoch=12	f1-bleu-val=0.3699781332197532	f1-perplexity-train=1.0679906830265267	f1-perplexity-val=1.0696749089997712	f2-bleu-val=0.27955499782243276	f2-perplexity-train=1.1046809050627937	f2-perplexity-val=1.1071442153455147	f3-bleu-val=0.057915677146345504	f3-perplexity-train=1.4910018299888166	f3-perplexity-val=1.516758185859152	f4-bleu-val=0.05480200483051125	f4-perplexity-train=1.5291306785832135	f4-perplexity-val=1.4969263854943529	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0461863152803255	max-gpu-memory=29511140864	perplexity-train=19.927755026976303	perplexity-val=29.27985634457527	rouge1-val=0.3807153904591786	rouge2-val=0.09723195233375548	rougel-val=0.31243584553632875	signwriting-clip-val=0.8787763401883266	signwriting-similarity-val=0.3915097174648862	ter-val=82.31981981981981	time-elapsed=7181.292924880981
95	avg-sec-per-sent-val=0.006601194332977897	bleu-val=0.11110800731195795	chrf-val=30.354997141250028	converged=False	decode-walltime-val=5.68362832069397	diverged=False	epoch=12	f1-bleu-val=0.38087188212317147	f1-perplexity-train=1.0668271145895998	f1-perplexity-val=1.0697584118592036	f2-bleu-val=0.28584610912843184	f2-perplexity-train=1.1027972629899572	f2-perplexity-val=1.1070912940780537	f3-bleu-val=0.056869276589920616	f3-perplexity-train=1.4853577857422595	f3-perplexity-val=1.51631714788065	f4-bleu-val=0.056228313795076604	f4-perplexity-train=1.5250186812049236	f4-perplexity-val=1.496559661264064	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0480528785350272	max-gpu-memory=29511140864	perplexity-train=19.62302778300422	perplexity-val=29.29791907611378	rouge1-val=0.3811166148659376	rouge2-val=0.097936633209033	rougel-val=0.3121754713856923	signwriting-clip-val=0.8796307724250457	signwriting-similarity-val=0.3920797602010142	ter-val=82.3902027027027	time-elapsed=7253.214634180069
96	avg-sec-per-sent-val=0.006165176872315445	bleu-val=0.11190750309968261	chrf-val=30.04205567727184	converged=False	decode-walltime-val=5.308217287063599	diverged=False	epoch=12	f1-bleu-val=0.3722318872354875	f1-perplexity-train=1.0679301705544388	f1-perplexity-val=1.0697157623247635	f2-bleu-val=0.28304561859423655	f2-perplexity-train=1.1045424467225649	f2-perplexity-val=1.1070900757792745	f3-bleu-val=0.06088385444665105	f3-perplexity-train=1.4885110765273368	f3-perplexity-val=1.515957023646378	f4-bleu-val=0.05764012335640043	f4-perplexity-train=1.526013532411267	f4-perplexity-val=1.496384577083269	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0645061914686187	max-gpu-memory=29511140864	perplexity-train=19.843782314517334	perplexity-val=29.25545258499061	rouge1-val=0.3794441104261154	rouge2-val=0.09818994377333633	rougel-val=0.30973106391097427	signwriting-clip-val=0.8795519133339638	signwriting-similarity-val=0.3895042584942362	ter-val=83.72747747747748	time-elapsed=7324.49143910408
97	avg-sec-per-sent-val=0.0061413286455001565	bleu-val=0.11532623622513308	chrf-val=30.372111832335253	converged=False	decode-walltime-val=5.287683963775635	diverged=False	epoch=12	f1-bleu-val=0.38175742424950193	f1-perplexity-train=1.0682657966007787	f1-perplexity-val=1.069606749522707	f2-bleu-val=0.2880897894163075	f2-perplexity-train=1.1045511001200834	f2-perplexity-val=1.1068290756633212	f3-bleu-val=0.0622601577614889	f3-perplexity-train=1.4871039419872685	f3-perplexity-val=1.51495986781398	f4-bleu-val=0.06055530715896898	f4-perplexity-train=1.5259799700347763	f4-perplexity-val=1.4961406315387578	learning-rate=8.070721399999996e-06	length-ratio-mse-val=1.0562971198291595	max-gpu-memory=29511140864	perplexity-train=19.85441112558361	perplexity-val=29.239356754173045	rouge1-val=0.3819707968416895	rouge2-val=0.0976364474754317	rougel-val=0.312950997185915	signwriting-clip-val=0.8789596815834755	signwriting-similarity-val=0.39174013986234435	ter-val=82.82657657657657	time-elapsed=7396.3413763046265
98	avg-sec-per-sent-val=0.006086541662094346	bleu-val=0.10925072528360932	chrf-val=30.049146149483985	converged=False	decode-walltime-val=5.240512371063232	diverged=False	epoch=12	f1-bleu-val=0.37201582493474716	f1-perplexity-train=1.0687876041611182	f1-perplexity-val=1.0699810031800612	f2-bleu-val=0.28522273392634084	f2-perplexity-train=1.1054407633628542	f2-perplexity-val=1.107924753455365	f3-bleu-val=0.05710101864217024	f3-perplexity-train=1.4947640221013583	f3-perplexity-val=1.5190107888846394	f4-bleu-val=0.0546919421609206	f4-perplexity-train=1.5306310048165954	f4-perplexity-val=1.4983465880637525	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.0438525811871144	max-gpu-memory=29511140864	perplexity-train=20.169411866127245	perplexity-val=29.495766562712237	rouge1-val=0.3828298855214679	rouge2-val=0.10084020170531426	rougel-val=0.315311220043948	signwriting-clip-val=0.8808564230124709	signwriting-similarity-val=0.39359677818057953	ter-val=82.24943693693693	time-elapsed=7470.629462718964
99	avg-sec-per-sent-val=0.005818827780835443	bleu-val=0.11085392972329924	chrf-val=30.110683711318053	converged=False	decode-walltime-val=5.010010719299316	diverged=False	epoch=12	f1-bleu-val=0.3704725840021061	f1-perplexity-train=1.0686204647379913	f1-perplexity-val=1.069753039477644	f2-bleu-val=0.28450057142602675	f2-perplexity-train=1.1058586811455164	f2-perplexity-val=1.107517726826646	f3-bleu-val=0.05997619194270503	f3-perplexity-train=1.4923294443268105	f3-perplexity-val=1.5184013137586287	f4-bleu-val=0.05665367286619124	f4-perplexity-train=1.5317988977107682	f4-perplexity-val=1.4979298287716687	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.025435153374461	max-gpu-memory=29511140864	perplexity-train=20.14562208548724	perplexity-val=29.48315652503851	rouge1-val=0.38182109117473556	rouge2-val=0.09934968616903514	rougel-val=0.3142350899166895	signwriting-clip-val=0.8811569357167554	signwriting-similarity-val=0.3925863945395153	ter-val=81.39076576576578	time-elapsed=7542.260915279388
100	avg-sec-per-sent-val=0.006148844230465773	bleu-val=0.10771318170692776	chrf-val=30.045082046608513	converged=False	decode-walltime-val=5.29415488243103	diverged=False	epoch=12	f1-bleu-val=0.3761632220450821	f1-perplexity-train=1.0696457946465716	f1-perplexity-val=1.0697158562379754	f2-bleu-val=0.2828506221278014	f2-perplexity-train=1.1069140219221045	f2-perplexity-val=1.1074966003284323	f3-bleu-val=0.055922148389075874	f3-perplexity-train=1.5004448431966289	f3-perplexity-val=1.5178900686241623	f4-bleu-val=0.05611458099513746	f4-perplexity-train=1.5364327535450484	f4-perplexity-val=1.497767894976275	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.045802268705196	max-gpu-memory=29511140864	perplexity-train=20.305961354492307	perplexity-val=29.450378706165264	rouge1-val=0.3815238858256087	rouge2-val=0.09872512949990554	rougel-val=0.3136667095849474	signwriting-clip-val=0.8795151963881914	signwriting-similarity-val=0.3910274416989449	ter-val=82.446509009009	time-elapsed=7612.603603363037
101	avg-sec-per-sent-val=0.005979132569210039	bleu-val=0.10772282571718847	chrf-val=29.678101116179832	converged=False	decode-walltime-val=5.148033142089844	diverged=False	epoch=13	f1-bleu-val=0.36763047046279146	f1-perplexity-train=1.0690582229759122	f1-perplexity-val=1.0696709094137444	f2-bleu-val=0.2799467184397775	f2-perplexity-train=1.1064003609661845	f2-perplexity-val=1.107354513788853	f3-bleu-val=0.05619961981395463	f3-perplexity-train=1.4977648909936014	f3-perplexity-val=1.5174724440413263	f4-bleu-val=0.05449372426548152	f4-perplexity-train=1.5335098131130023	f4-perplexity-val=1.4975541021656291	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.026723888635123	max-gpu-memory=29511140864	perplexity-train=20.22889504912847	perplexity-val=29.430914473239003	rouge1-val=0.3823594129027349	rouge2-val=0.09870171173678732	rougel-val=0.3148295226551272	signwriting-clip-val=0.8792116981211716	signwriting-similarity-val=0.39022778593702484	ter-val=81.03885135135135	time-elapsed=7684.374704360962
102	avg-sec-per-sent-val=0.006259789450243375	bleu-val=0.11013654183635117	chrf-val=30.19384440717385	converged=False	decode-walltime-val=5.389678716659546	diverged=False	epoch=13	f1-bleu-val=0.37214098562381975	f1-perplexity-train=1.0690288651927995	f1-perplexity-val=1.0696665250419797	f2-bleu-val=0.28255148930185625	f2-perplexity-train=1.1061649543776564	f2-perplexity-val=1.107175740490146	f3-bleu-val=0.05898930763724606	f3-perplexity-train=1.4963287142512192	f3-perplexity-val=1.5167512698287045	f4-bleu-val=0.055982451360798866	f4-perplexity-train=1.5347665166738154	f4-perplexity-val=1.4973255514786474	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.0378436759405905	max-gpu-memory=29511140864	perplexity-train=20.13623830735091	perplexity-val=29.38541996550568	rouge1-val=0.3828499796802924	rouge2-val=0.09856321305670493	rougel-val=0.31469527771846684	signwriting-clip-val=0.8795527988194588	signwriting-similarity-val=0.3927826538179833	ter-val=81.91159909909909	time-elapsed=7755.168901205063
103	avg-sec-per-sent-val=0.006066029357024048	bleu-val=0.11174966712844876	chrf-val=30.315132227994013	converged=False	decode-walltime-val=5.222851276397705	diverged=False	epoch=13	f1-bleu-val=0.37315469641021204	f1-perplexity-train=1.0684165320751804	f1-perplexity-val=1.0696229180714878	f2-bleu-val=0.2886138800863762	f2-perplexity-train=1.1050801417981253	f2-perplexity-val=1.1071249703556574	f3-bleu-val=0.058855167739137466	f3-perplexity-train=1.4924706661454437	f3-perplexity-val=1.5162542284532239	f4-bleu-val=0.05740542245529797	f4-perplexity-train=1.5307450582873166	f4-perplexity-val=1.4972770640656916	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.0356830678418463	max-gpu-memory=29511140864	perplexity-train=19.926612092939443	perplexity-val=29.34778807194704	rouge1-val=0.3816498124115935	rouge2-val=0.09698630934146217	rougel-val=0.31347680305431325	signwriting-clip-val=0.8796216104781033	signwriting-similarity-val=0.39093230774102317	ter-val=81.71452702702703	time-elapsed=7826.459603071213
104	avg-sec-per-sent-val=0.0072712649036367595	bleu-val=0.1069998330998555	chrf-val=29.99082462089232	converged=False	decode-walltime-val=6.26055908203125	diverged=False	epoch=13	f1-bleu-val=0.3718617102316887	f1-perplexity-train=1.0679841962148813	f1-perplexity-val=1.0696149268739725	f2-bleu-val=0.2867984537465466	f2-perplexity-train=1.1048076524807944	f2-perplexity-val=1.1070229432926464	f3-bleu-val=0.058545470849090765	f3-perplexity-train=1.4928520418699542	f3-perplexity-val=1.5158759234152213	f4-bleu-val=0.054872172277907375	f4-perplexity-train=1.5306917073894082	f4-perplexity-val=1.4969224090938202	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.0350971500193766	max-gpu-memory=29511140864	perplexity-train=19.841296511696502	perplexity-val=29.333842518115777	rouge1-val=0.3811932673771056	rouge2-val=0.09787292214470032	rougel-val=0.31386296035883016	signwriting-clip-val=0.8793687054089138	signwriting-similarity-val=0.39121747206502194	ter-val=81.92567567567568	time-elapsed=7897.96741938591
105	avg-sec-per-sent-val=0.006131785533430962	bleu-val=0.11537186358395747	chrf-val=30.30251827253097	converged=False	decode-walltime-val=5.279467344284058	diverged=False	epoch=13	f1-bleu-val=0.378722668195166	f1-perplexity-train=1.0673649585059124	f1-perplexity-val=1.0696720250352034	f2-bleu-val=0.2896283212488397	f2-perplexity-train=1.103204695121485	f2-perplexity-val=1.1069158200748863	f3-bleu-val=0.06507677707849888	f3-perplexity-train=1.484518175249054	f3-perplexity-val=1.5155698028961786	f4-bleu-val=0.06042494078390989	f4-perplexity-train=1.5221955365276028	f4-perplexity-val=1.496612639214311	learning-rate=5.649504979999997e-06	length-ratio-mse-val=1.0529045440158649	max-gpu-memory=29511140864	perplexity-train=19.639811817838005	perplexity-val=29.272363581055217	rouge1-val=0.3799810498395796	rouge2-val=0.09779346755726201	rougel-val=0.31132361549405574	signwriting-clip-val=0.8793098263347329	signwriting-similarity-val=0.39244999834966304	ter-val=82.65765765765765	time-elapsed=7972.047073364258
106	avg-sec-per-sent-val=0.006370444192565139	bleu-val=0.10747245910398012	chrf-val=29.735179193070206	converged=False	decode-walltime-val=5.484952449798584	diverged=False	epoch=13	f1-bleu-val=0.36439877604110926	f1-perplexity-train=1.0678906986576189	f1-perplexity-val=1.069963798457525	f2-bleu-val=0.2767116918068515	f2-perplexity-train=1.1038819452582762	f2-perplexity-val=1.1079504145342405	f3-bleu-val=0.055413503869195795	f3-perplexity-train=1.4838404526818672	f3-perplexity-val=1.5193253713378105	f4-bleu-val=0.0513811639938833	f4-perplexity-train=1.5225722919303315	f4-perplexity-val=1.4984604963472727	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0404371864880275	max-gpu-memory=29511140864	perplexity-train=19.953563224052246	perplexity-val=29.44158486658867	rouge1-val=0.38318983720409505	rouge2-val=0.0988032856019515	rougel-val=0.3143718729157847	signwriting-clip-val=0.880329641661716	signwriting-similarity-val=0.39265824136575617	ter-val=82.92511261261262	time-elapsed=8049.300979137421
107	avg-sec-per-sent-val=0.006112041373701461	bleu-val=0.10998530122632204	chrf-val=29.832434443507765	converged=False	decode-walltime-val=5.262467622756958	diverged=False	epoch=13	f1-bleu-val=0.367043698251802	f1-perplexity-train=1.0689310787439907	f1-perplexity-val=1.0698888472104502	f2-bleu-val=0.2817982184173493	f2-perplexity-train=1.1055438878326367	f2-perplexity-val=1.107699917340213	f3-bleu-val=0.05940829252979912	f3-perplexity-train=1.4916687433181053	f3-perplexity-val=1.5187540856374562	f4-bleu-val=0.05234104911780519	f4-perplexity-train=1.5294122410468036	f4-perplexity-val=1.4981360046871561	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0398277235482662	max-gpu-memory=29511140864	perplexity-train=20.21376679153547	perplexity-val=29.45635275094558	rouge1-val=0.381380623867359	rouge2-val=0.09926990514572324	rougel-val=0.3128271353452261	signwriting-clip-val=0.8805218219203262	signwriting-similarity-val=0.3925631766328473	ter-val=82.9954954954955	time-elapsed=8120.0965621471405
108	avg-sec-per-sent-val=0.006082069859964369	bleu-val=0.10900249586931125	chrf-val=30.093012172068338	converged=False	decode-walltime-val=5.236662149429321	diverged=False	epoch=14	f1-bleu-val=0.36663380856619554	f1-perplexity-train=1.0682627374586215	f1-perplexity-val=1.0699046500171348	f2-bleu-val=0.28294693111494484	f2-perplexity-train=1.1048227359110667	f2-perplexity-val=1.1076654866030937	f3-bleu-val=0.05737366221803659	f3-perplexity-train=1.490921121396115	f3-perplexity-val=1.5182761853842153	f4-bleu-val=0.05344536829142211	f4-perplexity-train=1.5292079210552347	f4-perplexity-val=1.497852877234723	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0432334432839916	max-gpu-memory=29511140864	perplexity-train=19.99614579675567	perplexity-val=29.411776319560563	rouge1-val=0.38079444444516464	rouge2-val=0.09761918095331622	rougel-val=0.31154881823393277	signwriting-clip-val=0.879858508688786	signwriting-similarity-val=0.3930708172850946	ter-val=82.36204954954955	time-elapsed=8191.709686994553
109	avg-sec-per-sent-val=0.006082217452418098	bleu-val=0.1088274372026056	chrf-val=30.023407405857878	converged=False	decode-walltime-val=5.236789226531982	diverged=False	epoch=14	f1-bleu-val=0.37260640688849433	f1-perplexity-train=1.0679980248247378	f1-perplexity-val=1.0698561623524032	f2-bleu-val=0.28598389186270123	f2-perplexity-train=1.1044019449471918	f2-perplexity-val=1.1075409029286234	f3-bleu-val=0.05993255258326204	f3-perplexity-train=1.4896745531663018	f3-perplexity-val=1.517919169639535	f4-bleu-val=0.05627472584341054	f4-perplexity-train=1.52833723126745	f4-perplexity-val=1.4976218648360078	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0376329313850543	max-gpu-memory=29511140864	perplexity-train=19.9274102748515	perplexity-val=29.395045958837024	rouge1-val=0.3821142858172563	rouge2-val=0.09770377839857508	rougel-val=0.3134381254908658	signwriting-clip-val=0.8805810350158904	signwriting-similarity-val=0.3926841518555756	ter-val=82.27759009009009	time-elapsed=8263.106492519379
110	avg-sec-per-sent-val=0.0063744812476925735	bleu-val=0.10956787705566262	chrf-val=30.08701661209077	converged=False	decode-walltime-val=5.488428354263306	diverged=False	epoch=14	f1-bleu-val=0.37287018834414526	f1-perplexity-train=1.0676501230985251	f1-perplexity-val=1.0698189559999236	f2-bleu-val=0.2780630091327439	f2-perplexity-train=1.1040167658686684	f2-perplexity-val=1.107323858900398	f3-bleu-val=0.0586223459115038	f3-perplexity-train=1.487118120571202	f3-perplexity-val=1.5174538705748257	f4-bleu-val=0.05424949897548206	f4-perplexity-train=1.5265477617602683	f4-perplexity-val=1.49703045376345	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0405038154495987	max-gpu-memory=29511140864	perplexity-train=19.839880746580274	perplexity-val=29.309558677899254	rouge1-val=0.38232320329126956	rouge2-val=0.09926606613542033	rougel-val=0.31311822127988603	signwriting-clip-val=0.8796977645844117	signwriting-similarity-val=0.39203895064606203	ter-val=82.24943693693693	time-elapsed=8334.313782930374
111	avg-sec-per-sent-val=0.006115546209886929	bleu-val=0.1082491564066637	chrf-val=30.192510443815756	converged=False	decode-walltime-val=5.2654852867126465	diverged=False	epoch=14	f1-bleu-val=0.37307106421933567	f1-perplexity-train=1.0682673373339575	f1-perplexity-val=1.0698127859756816	f2-bleu-val=0.27975216436997746	f2-perplexity-train=1.1045407926749677	f2-perplexity-val=1.1072397209996556	f3-bleu-val=0.059889062420679935	f3-perplexity-train=1.488548065214094	f3-perplexity-val=1.517198242818164	f4-bleu-val=0.05727739369366484	f4-perplexity-train=1.5288200542456523	f4-perplexity-val=1.4971373580568272	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0420230516073752	max-gpu-memory=29511140864	perplexity-train=19.913892305182078	perplexity-val=29.332289950466297	rouge1-val=0.3841449508870852	rouge2-val=0.09775795492921506	rougel-val=0.3150146387179106	signwriting-clip-val=0.8800594142089737	signwriting-similarity-val=0.3934600315682695	ter-val=82.26351351351352	time-elapsed=8406.978271961212
112	avg-sec-per-sent-val=0.006102741664571906	bleu-val=0.11003561098115665	chrf-val=30.080639175668377	converged=False	decode-walltime-val=5.254460573196411	diverged=False	epoch=14	f1-bleu-val=0.369111348050599	f1-perplexity-train=1.068676447282248	f1-perplexity-val=1.0697384250041164	f2-bleu-val=0.2761870081679728	f2-perplexity-train=1.1056609719874055	f2-perplexity-val=1.1071343414954948	f3-bleu-val=0.05916423440307925	f3-perplexity-train=1.4932420612372188	f3-perplexity-val=1.5168832659792846	f4-bleu-val=0.05671199097452598	f4-perplexity-train=1.5299566022131237	f4-perplexity-val=1.4969551187967196	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0373460674538515	max-gpu-memory=29511140864	perplexity-train=20.081048548817336	perplexity-val=29.352903833591135	rouge1-val=0.38460409444562144	rouge2-val=0.09944779240359741	rougel-val=0.31647117845351397	signwriting-clip-val=0.8801350503571496	signwriting-similarity-val=0.3932320720144074	ter-val=81.5456081081081	time-elapsed=8480.792687177658
113	avg-sec-per-sent-val=0.0065388100764754205	bleu-val=0.11026855807947515	chrf-val=30.379812617636293	converged=False	decode-walltime-val=5.629915475845337	diverged=False	epoch=14	f1-bleu-val=0.37486687199466284	f1-perplexity-train=1.0676794235549931	f1-perplexity-val=1.0696905253407074	f2-bleu-val=0.2823062266225867	f2-perplexity-train=1.1038731632936518	f2-perplexity-val=1.1070802230330639	f3-bleu-val=0.059071445357676604	f3-perplexity-train=1.486907557905886	f3-perplexity-val=1.5165094289959933	f4-bleu-val=0.05770185525769048	f4-perplexity-train=1.5248098745283833	f4-perplexity-val=1.496853170262965	learning-rate=3.954653485999998e-06	length-ratio-mse-val=1.0467254204034646	max-gpu-memory=29511140864	perplexity-train=19.81658649945587	perplexity-val=29.300652732808427	rouge1-val=0.3835077729800331	rouge2-val=0.09933088267745985	rougel-val=0.31328942308772023	signwriting-clip-val=0.8797903851488049	signwriting-similarity-val=0.391209038769482	ter-val=82.3902027027027	time-elapsed=8551.261959791183
114	avg-sec-per-sent-val=0.006117867814262293	bleu-val=0.10838174925515462	chrf-val=30.223618154020976	converged=False	decode-walltime-val=5.267484188079834	diverged=False	epoch=14	f1-bleu-val=0.3690599308158896	f1-perplexity-train=1.0697068242246761	f1-perplexity-val=1.0700636395279612	f2-bleu-val=0.28229211233689977	f2-perplexity-train=1.1072489800566636	f2-perplexity-val=1.108082090072723	f3-bleu-val=0.05576370482212103	f3-perplexity-train=1.4967143680871182	f3-perplexity-val=1.5196117076641589	f4-bleu-val=0.0537783115601585	f4-perplexity-train=1.5339290614955117	f4-perplexity-val=1.498756280930866	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0469798483048274	max-gpu-memory=29511140864	perplexity-train=20.400068477788544	perplexity-val=29.489083785124986	rouge1-val=0.38352727830971606	rouge2-val=0.09879259144227824	rougel-val=0.31464185193124156	signwriting-clip-val=0.8802024146821026	signwriting-similarity-val=0.39464540761030575	ter-val=82.34797297297297	time-elapsed=8625.88194513321
115	avg-sec-per-sent-val=0.0061224681021306016	bleu-val=0.10861532877903925	chrf-val=30.165791124566603	converged=False	decode-walltime-val=5.271445035934448	diverged=False	epoch=14	f1-bleu-val=0.3687553475376253	f1-perplexity-train=1.0685769428748768	f1-perplexity-val=1.0700132505896172	f2-bleu-val=0.27846062597900206	f2-perplexity-train=1.105465734615074	f2-perplexity-val=1.1078425571999915	f3-bleu-val=0.05448063122617322	f3-perplexity-train=1.4933490185216722	f3-perplexity-val=1.5188805842226873	f4-bleu-val=0.052443189378699795	f4-perplexity-train=1.5320116851943792	f4-perplexity-val=1.498389825868794	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0475953851535662	max-gpu-memory=29511140864	perplexity-train=20.117272328140736	perplexity-val=29.482383777236148	rouge1-val=0.38462490814570105	rouge2-val=0.09966758698713218	rougel-val=0.31506709485666035	signwriting-clip-val=0.880368247541678	signwriting-similarity-val=0.39521016799887204	ter-val=81.92567567567568	time-elapsed=8697.47353887558
116	avg-sec-per-sent-val=0.006047253270874732	bleu-val=0.11144708947185976	chrf-val=30.100268345542002	converged=False	decode-walltime-val=5.2066850662231445	diverged=False	epoch=15	f1-bleu-val=0.36527479300207205	f1-perplexity-train=1.068199176582079	f1-perplexity-val=1.0699379131058622	f2-bleu-val=0.27580744005602703	f2-perplexity-train=1.105011790798271	f2-perplexity-val=1.1076830706040903	f3-bleu-val=0.05705104351038572	f3-perplexity-train=1.4851574983801556	f3-perplexity-val=1.5185649624449986	f4-bleu-val=0.05482997300213012	f4-perplexity-train=1.523966236820567	f4-perplexity-val=1.4980942505228405	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.035216936844697	max-gpu-memory=29511140864	perplexity-train=19.928908731519755	perplexity-val=29.452915923756052	rouge1-val=0.3845702809840075	rouge2-val=0.1015290087879222	rougel-val=0.3163325795295963	signwriting-clip-val=0.8794118424879688	signwriting-similarity-val=0.39639915257606473	ter-val=81.40484234234235	time-elapsed=8768.588018655777
117	avg-sec-per-sent-val=0.006088086813861346	bleu-val=0.10685284121651582	chrf-val=29.64711213868445	converged=False	decode-walltime-val=5.241842746734619	diverged=False	epoch=15	f1-bleu-val=0.36416522422375736	f1-perplexity-train=1.0685900483050816	f1-perplexity-val=1.0699183220040536	f2-bleu-val=0.2754320017894964	f2-perplexity-train=1.1052705350438454	f2-perplexity-val=1.1076947663751013	f3-bleu-val=0.05777569969471163	f3-perplexity-train=1.4943645874531541	f3-perplexity-val=1.5181496873669649	f4-bleu-val=0.05323629829417445	f4-perplexity-train=1.53116700660506	f4-perplexity-val=1.4979127013037181	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0377681069507811	max-gpu-memory=29511140864	perplexity-train=20.113500158490353	perplexity-val=29.44324711236399	rouge1-val=0.381090312574437	rouge2-val=0.09726637968227493	rougel-val=0.3126740032437597	signwriting-clip-val=0.8794551828873974	signwriting-similarity-val=0.394330950209135	ter-val=82.13682432432432	time-elapsed=8839.399394512177
118	avg-sec-per-sent-val=0.006196135566348121	bleu-val=0.10957663411282084	chrf-val=30.386429853512748	converged=False	decode-walltime-val=5.334872722625732	diverged=False	epoch=15	f1-bleu-val=0.3723361794945227	f1-perplexity-train=1.0687270589471498	f1-perplexity-val=1.0698921266054515	f2-bleu-val=0.28505551776078997	f2-perplexity-train=1.1059416415284424	f2-perplexity-val=1.107588252899762	f3-bleu-val=0.05653796351806514	f3-perplexity-train=1.498934162817434	f3-perplexity-val=1.5179878930143638	f4-bleu-val=0.05339616872765248	f4-perplexity-train=1.5340360377028806	f4-perplexity-val=1.497888389861429	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0331167348493338	max-gpu-memory=29511140864	perplexity-train=20.182678597276507	perplexity-val=29.394857201887305	rouge1-val=0.3826813818202393	rouge2-val=0.09953325241072837	rougel-val=0.315160551302663	signwriting-clip-val=0.8797532058343654	signwriting-similarity-val=0.39419829213853436	ter-val=81.4329954954955	time-elapsed=8909.815104722977
119	avg-sec-per-sent-val=0.006029173333747323	bleu-val=0.11090398090391904	chrf-val=30.042993356881148	converged=False	decode-walltime-val=5.191118240356445	diverged=False	epoch=15	f1-bleu-val=0.37071532138862084	f1-perplexity-train=1.0680663488584548	f1-perplexity-val=1.0697948449509453	f2-bleu-val=0.28227132088719775	f2-perplexity-train=1.1048545694119307	f2-perplexity-val=1.1074706947950927	f3-bleu-val=0.05910302765740147	f3-perplexity-train=1.4881922767789904	f3-perplexity-val=1.5177145892193895	f4-bleu-val=0.0548106505319739	f4-perplexity-train=1.5276840736956767	f4-perplexity-val=1.4976281907779065	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.037458012800525	max-gpu-memory=29511140864	perplexity-train=19.855130905908766	perplexity-val=29.394188619570542	rouge1-val=0.3808701950931084	rouge2-val=0.09861319166051825	rougel-val=0.3132380605094421	signwriting-clip-val=0.879828600794873	signwriting-similarity-val=0.3934211854882773	ter-val=81.57376126126125	time-elapsed=8980.332526683807
120	avg-sec-per-sent-val=0.0061292155417554195	bleu-val=0.1089325365425393	chrf-val=30.01711382054577	converged=False	decode-walltime-val=5.277254581451416	diverged=False	epoch=15	f1-bleu-val=0.37315150561927807	f1-perplexity-train=1.068503163488595	f1-perplexity-val=1.0698232537161643	f2-bleu-val=0.2793940443117526	f2-perplexity-train=1.1052599080146126	f2-perplexity-val=1.1073694394746747	f3-bleu-val=0.059901477122863866	f3-perplexity-train=1.493417305112212	f3-perplexity-val=1.5174196336435093	f4-bleu-val=0.05488776130681861	f4-perplexity-train=1.5301409300298028	f4-perplexity-val=1.4976145540323946	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.042355748270008	max-gpu-memory=29511140864	perplexity-train=20.06924342162566	perplexity-val=29.358714845355667	rouge1-val=0.3816285396411178	rouge2-val=0.09757550847904928	rougel-val=0.3125049622288186	signwriting-clip-val=0.8798886982682967	signwriting-similarity-val=0.3933468008489387	ter-val=82.29166666666666	time-elapsed=9049.86543226242
121	avg-sec-per-sent-val=0.006120273322040057	bleu-val=0.1093962995235442	chrf-val=30.15964147839832	converged=False	decode-walltime-val=5.269555330276489	diverged=False	epoch=15	f1-bleu-val=0.3775307328589949	f1-perplexity-train=1.0691344813654744	f1-perplexity-val=1.0697866622389158	f2-bleu-val=0.2797970708468912	f2-perplexity-train=1.1058804985001407	f2-perplexity-val=1.1073158985805784	f3-bleu-val=0.05931176076557795	f3-perplexity-train=1.4911482683018917	f3-perplexity-val=1.5171401337949426	f4-bleu-val=0.055081724936430876	f4-perplexity-train=1.5290990168938206	f4-perplexity-val=1.4974619249816952	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0338444693346167	max-gpu-memory=29511140864	perplexity-train=20.11275343485403	perplexity-val=29.343276249373215	rouge1-val=0.3820292840320965	rouge2-val=0.09776167497924358	rougel-val=0.31404655424497396	signwriting-clip-val=0.8803718007676969	signwriting-similarity-val=0.39261821742554126	ter-val=81.47522522522522	time-elapsed=9119.972700119019
122	avg-sec-per-sent-val=0.0059835085608541064	bleu-val=0.1091227718993109	chrf-val=30.113609864437922	converged=False	decode-walltime-val=5.151800870895386	diverged=False	epoch=15	f1-bleu-val=0.37167778354471787	f1-perplexity-train=1.0673132028134693	f1-perplexity-val=1.0697857658201542	f2-bleu-val=0.2841842836311383	f2-perplexity-train=1.1036354544216875	f2-perplexity-val=1.1072309146093273	f3-bleu-val=0.05661826513773106	f3-perplexity-train=1.488114669026728	f3-perplexity-val=1.5167516691193648	f4-bleu-val=0.05416221831806814	f4-perplexity-train=1.5292636529699806	f4-perplexity-val=1.4973279819891057	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0403406031344045	max-gpu-memory=29511140864	perplexity-train=19.783520605025725	perplexity-val=29.326587184351986	rouge1-val=0.3808452570919718	rouge2-val=0.09781516907352669	rougel-val=0.31437413075583165	signwriting-clip-val=0.8796843778380949	signwriting-similarity-val=0.39388757730894736	ter-val=82.15090090090091	time-elapsed=9192.246246814728
123	avg-sec-per-sent-val=0.00593863740892222	bleu-val=0.11370311702299948	chrf-val=30.261325272910327	converged=False	decode-walltime-val=5.113166809082031	diverged=False	epoch=15	f1-bleu-val=0.37512706368351373	f1-perplexity-train=1.0674582774904862	f1-perplexity-val=1.0697880449942256	f2-bleu-val=0.28334476773264294	f2-perplexity-train=1.1035275525222572	f2-perplexity-val=1.1072870187698878	f3-bleu-val=0.063520445784816	f3-perplexity-train=1.4867769274757276	f3-perplexity-val=1.5166344870956427	f4-bleu-val=0.05960385220779276	f4-perplexity-train=1.5264090698980706	f4-perplexity-val=1.4972348311098256	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0367225765944452	max-gpu-memory=29511140864	perplexity-train=19.817582209782838	perplexity-val=29.342783269966613	rouge1-val=0.38438546987423267	rouge2-val=0.09953320391817355	rougel-val=0.3168955969974395	signwriting-clip-val=0.880057268787898	signwriting-similarity-val=0.3965403378399633	ter-val=81.20777027027027	time-elapsed=9262.477131128311
124	avg-sec-per-sent-val=0.005999863355417284	bleu-val=0.11039073355431331	chrf-val=30.142922461815964	converged=False	decode-walltime-val=5.165882349014282	diverged=False	epoch=16	f1-bleu-val=0.3706910627248006	f1-perplexity-train=1.0678300050349068	f1-perplexity-val=1.0697710785015897	f2-bleu-val=0.27765983493850305	f2-perplexity-train=1.1043066800506962	f2-perplexity-val=1.1071674169024557	f3-bleu-val=0.060167764986844736	f3-perplexity-train=1.4899084521156218	f3-perplexity-val=1.5163043411532109	f4-bleu-val=0.05592427858224031	f4-perplexity-train=1.5280178063605396	f4-perplexity-val=1.4970867291879055	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0407043718977826	max-gpu-memory=29511140864	perplexity-train=19.86960038545993	perplexity-val=29.290917514538688	rouge1-val=0.38274061779761537	rouge2-val=0.09745474412190727	rougel-val=0.31373028847345386	signwriting-clip-val=0.8798470046462082	signwriting-similarity-val=0.39429490732235756	ter-val=81.6722972972973	time-elapsed=9332.523888587952
125	avg-sec-per-sent-val=0.00621459957614593	bleu-val=0.11052475839346274	chrf-val=30.189189373125338	converged=False	decode-walltime-val=5.3507702350616455	diverged=False	epoch=16	f1-bleu-val=0.37084747463599077	f1-perplexity-train=1.0681258635067807	f1-perplexity-val=1.0697167796961944	f2-bleu-val=0.2870355100949718	f2-perplexity-train=1.1042584957822041	f2-perplexity-val=1.1071177263500955	f3-bleu-val=0.05970429642294873	f3-perplexity-train=1.4894775937131859	f3-perplexity-val=1.5164473105560303	f4-bleu-val=0.0557057501928216	f4-perplexity-train=1.527528806198051	f4-perplexity-val=1.4970993289860903	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0414446190392685	max-gpu-memory=29511140864	perplexity-train=19.92065714169099	perplexity-val=29.278414134058515	rouge1-val=0.3819241506399089	rouge2-val=0.09769017261699858	rougel-val=0.3132394080994401	signwriting-clip-val=0.8802956826595479	signwriting-similarity-val=0.39359542202241743	ter-val=81.89752252252252	time-elapsed=9404.933412075043
126	avg-sec-per-sent-val=0.0061512250933497626	bleu-val=0.11290989099486141	chrf-val=30.004564486533763	converged=False	decode-walltime-val=5.2962048053741455	diverged=False	epoch=16	f1-bleu-val=0.37367249519190077	f1-perplexity-train=1.068299954045492	f1-perplexity-val=1.0696489166732006	f2-bleu-val=0.2892402394458331	f2-perplexity-train=1.1042247906550455	f2-perplexity-val=1.1071072797339723	f3-bleu-val=0.06305006315420354	f3-perplexity-train=1.4871158608064974	f3-perplexity-val=1.5161370441950779	f4-bleu-val=0.05993481535374048	f4-perplexity-train=1.525514398989991	f4-perplexity-val=1.4971323191866184	learning-rate=2.7682574401999985e-06	length-ratio-mse-val=1.0437619149884014	max-gpu-memory=29511140864	perplexity-train=19.813698998965393	perplexity-val=29.28936535663559	rouge1-val=0.3809089626249681	rouge2-val=0.09838987852028447	rougel-val=0.3125514467391081	signwriting-clip-val=0.8800224643135736	signwriting-similarity-val=0.3915259792888523	ter-val=82.8125	time-elapsed=9476.563881635666
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137	avg-sec-per-sent-val=0.006150096966414501	bleu-val=0.11218934982070929	chrf-val=30.398406663800564	converged=False	decode-walltime-val=5.295233488082886	diverged=False	epoch=17	f1-bleu-val=0.38079210788590195	f1-perplexity-train=1.0675624889467754	f1-perplexity-val=1.0696793320591003	f2-bleu-val=0.2854801934983416	f2-perplexity-train=1.1042760363723796	f2-perplexity-val=1.107010115858946	f3-bleu-val=0.06418521557266715	f3-perplexity-train=1.487842167696493	f3-perplexity-val=1.5158847072820631	f4-bleu-val=0.059221301067237074	f4-perplexity-train=1.527293856732474	f4-perplexity-val=1.4968198382656916	learning-rate=1.937780208139999e-06	length-ratio-mse-val=1.0411854644278378	max-gpu-memory=29511140864	perplexity-train=19.771566922785933	perplexity-val=29.29224953085484	rouge1-val=0.3850423736111973	rouge2-val=0.10155654985734931	rougel-val=0.3168277519135893	signwriting-clip-val=0.8799025348531522	signwriting-similarity-val=0.3944340383631691	ter-val=82.08051801801803	time-elapsed=10253.421479225159
138	avg-sec-per-sent-val=0.006409669171642343	bleu-val=0.11290558150334722	chrf-val=30.101373457488062	converged=False	decode-walltime-val=5.518725156784058	diverged=False	epoch=17	f1-bleu-val=0.3705111776441638	f1-perplexity-train=1.0687054297681808	f1-perplexity-val=1.0696700931870893	f2-bleu-val=0.2803830318196546	f2-perplexity-train=1.105323794183986	f2-perplexity-val=1.1069864433559957	f3-bleu-val=0.06239461102793173	f3-perplexity-train=1.49365306313614	f3-perplexity-val=1.5159074043188785	f4-bleu-val=0.05796203645025888	f4-perplexity-train=1.5288930521738031	f4-perplexity-val=1.4967857367843258	learning-rate=1.937780208139999e-06	length-ratio-mse-val=1.039658034864885	max-gpu-memory=29511140864	perplexity-train=19.962836499989177	perplexity-val=29.275117188415248	rouge1-val=0.38451301139515576	rouge2-val=0.10025345021067086	rougel-val=0.31471832648223763	signwriting-clip-val=0.8796696500911114	signwriting-similarity-val=0.39303415644852313	ter-val=82.71396396396396	time-elapsed=10323.574533700943
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145	avg-sec-per-sent-val=0.006318700715086048	bleu-val=0.11217709694032398	chrf-val=30.23748331896033	converged=False	decode-walltime-val=5.440401315689087	diverged=False	epoch=18	f1-bleu-val=0.37274643103881056	f1-perplexity-train=1.0676702440190866	f1-perplexity-val=1.0697082803773073	f2-bleu-val=0.28081783750203276	f2-perplexity-train=1.1040507122152212	f2-perplexity-val=1.1071532789629408	f3-bleu-val=0.06055606867476377	f3-perplexity-train=1.4887845826710393	f3-perplexity-val=1.5162104359880697	f4-bleu-val=0.05497172379992379	f4-perplexity-train=1.528339275440233	f4-perplexity-val=1.4969784692864547	learning-rate=1.3564461456979992e-06	length-ratio-mse-val=1.036923458742078	max-gpu-memory=29511140864	perplexity-train=19.761881143185484	perplexity-val=29.288322561288048	rouge1-val=0.38317417775735413	rouge2-val=0.09930364848118299	rougel-val=0.31546550693680164	signwriting-clip-val=0.8801015021493626	signwriting-similarity-val=0.3955982363177738	ter-val=81.64414414414415	time-elapsed=10822.060964107513
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147	avg-sec-per-sent-val=0.005998850422592252	bleu-val=0.1081362691020097	chrf-val=30.060683753988364	converged=False	decode-walltime-val=5.165010213851929	diverged=False	epoch=19	f1-bleu-val=0.37819724213384925	f1-perplexity-train=1.0683854328937257	f1-perplexity-val=1.0696817622988288	f2-bleu-val=0.2843525167534054	f2-perplexity-train=1.104967248611745	f2-perplexity-val=1.1070736578836413	f3-bleu-val=0.060547044928730906	f3-perplexity-train=1.4942061771838375	f3-perplexity-val=1.5160565352537894	f4-bleu-val=0.05494687492346974	f4-perplexity-train=1.5315806517321724	f4-perplexity-val=1.4969066463534528	learning-rate=1.3564461456979992e-06	length-ratio-mse-val=1.0363305614177467	max-gpu-memory=29511140864	perplexity-train=19.88897977737938	perplexity-val=29.300488333639155	rouge1-val=0.38204868930439895	rouge2-val=0.0982535793277291	rougel-val=0.3144216195602957	signwriting-clip-val=0.8802316290576283	signwriting-similarity-val=0.3930758714139865	ter-val=82.08051801801803	time-elapsed=10965.023942947388
148	avg-sec-per-sent-val=0.005983027570062121	bleu-val=0.11421715909194431	chrf-val=30.515478507930972	converged=False	decode-walltime-val=5.151386737823486	diverged=False	epoch=19	f1-bleu-val=0.37774376687437106	f1-perplexity-train=1.0689916778509099	f1-perplexity-val=1.0697929144751317	f2-bleu-val=0.2903123548098941	f2-perplexity-train=1.106447141050469	f2-perplexity-val=1.1072610958645928	f3-bleu-val=0.06406014279453241	f3-perplexity-train=1.4950928102392758	f3-perplexity-val=1.51656870857618	f4-bleu-val=0.06106992151374862	f4-perplexity-train=1.5309071926492068	f4-perplexity-val=1.4972230303693288	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0396696850275962	max-gpu-memory=29511140864	perplexity-train=20.17379278788102	perplexity-val=29.32976545510445	rouge1-val=0.38334912648932834	rouge2-val=0.09943488332397592	rougel-val=0.31648803329356734	signwriting-clip-val=0.8803487576535631	signwriting-similarity-val=0.3976019257349953	ter-val=81.55968468468468	time-elapsed=11040.26679778099
149	avg-sec-per-sent-val=0.00621439577118168	bleu-val=0.11086900120714943	chrf-val=30.25101560471992	converged=False	decode-walltime-val=5.350594758987427	diverged=False	epoch=19	f1-bleu-val=0.37300926819422886	f1-perplexity-train=1.0668490961784265	f1-perplexity-val=1.0697977401398233	f2-bleu-val=0.2846531662948195	f2-perplexity-train=1.102446606525329	f2-perplexity-val=1.1071998586526104	f3-bleu-val=0.056899809086870076	f3-perplexity-train=1.4827396210285282	f3-perplexity-val=1.516466344735099	f4-bleu-val=0.055299903683366326	f4-perplexity-train=1.5216757108138417	f4-perplexity-val=1.4971427390178238	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0410026971387165	max-gpu-memory=29511140864	perplexity-train=19.485403253351976	perplexity-val=29.30528376595396	rouge1-val=0.38396620532884934	rouge2-val=0.09994004868372856	rougel-val=0.31601942905349156	signwriting-clip-val=0.8803025641923167	signwriting-similarity-val=0.39450620209800197	ter-val=81.91159909909909	time-elapsed=11111.025665521622
150	avg-sec-per-sent-val=0.005991126602119685	bleu-val=0.11229122072957139	chrf-val=30.279307808792964	converged=False	decode-walltime-val=5.158360004425049	diverged=False	epoch=19	f1-bleu-val=0.37173094963899833	f1-perplexity-train=1.0683845680932873	f1-perplexity-val=1.0697945634562163	f2-bleu-val=0.28924226619701643	f2-perplexity-train=1.105261300657953	f2-perplexity-val=1.1071997998077352	f3-bleu-val=0.05837442440700768	f3-perplexity-train=1.490225573184408	f3-perplexity-val=1.5164634598402036	f4-bleu-val=0.056539314908371115	f4-perplexity-train=1.5290687419787554	f4-perplexity-val=1.497215703664467	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0384361934771686	max-gpu-memory=29511140864	perplexity-train=19.95893760370647	perplexity-val=29.315640683000385	rouge1-val=0.3841032144167052	rouge2-val=0.10010211474207924	rougel-val=0.31626742891254306	signwriting-clip-val=0.8799489791246519	signwriting-similarity-val=0.3948279003077877	ter-val=81.79898648648648	time-elapsed=11186.594820976257
151	avg-sec-per-sent-val=0.005927771779856754	bleu-val=0.10996300551436551	chrf-val=30.040229900826432	converged=False	decode-walltime-val=5.103811502456665	diverged=False	epoch=19	f1-bleu-val=0.3683829056822582	f1-perplexity-train=1.068150816321604	f1-perplexity-val=1.0697634751506098	f2-bleu-val=0.28002223039068136	f2-perplexity-train=1.1042063017057808	f2-perplexity-val=1.1071616568877234	f3-bleu-val=0.05818865912254611	f3-perplexity-train=1.488260411486253	f3-perplexity-val=1.5163870806661737	f4-bleu-val=0.05700203308032034	f4-perplexity-train=1.5281795792867634	f4-perplexity-val=1.4971739454034512	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0315789574524892	max-gpu-memory=29511140864	perplexity-train=19.825545439616484	perplexity-val=29.311404018891587	rouge1-val=0.3829495996584878	rouge2-val=0.0989455466763532	rougel-val=0.3154262083099546	signwriting-clip-val=0.879573421680415	signwriting-similarity-val=0.3944234135591797	ter-val=81.6722972972973	time-elapsed=11256.58975982666
152	avg-sec-per-sent-val=0.005825186994156079	bleu-val=0.11007360391486687	chrf-val=30.113463923792434	converged=False	decode-walltime-val=5.015486001968384	diverged=False	epoch=19	f1-bleu-val=0.3684438966217566	f1-perplexity-train=1.0680858960546726	f1-perplexity-val=1.0697438792726348	f2-bleu-val=0.27899543599825327	f2-perplexity-train=1.104435787271142	f2-perplexity-val=1.1071470752314696	f3-bleu-val=0.05849889313148261	f3-perplexity-train=1.4888721257182693	f3-perplexity-val=1.516302244366927	f4-bleu-val=0.054547661618363844	f4-perplexity-train=1.525957254410294	f4-perplexity-val=1.4970416551407248	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0340496045218344	max-gpu-memory=29511140864	perplexity-train=19.890505445748293	perplexity-val=29.294428562650907	rouge1-val=0.38390557289404964	rouge2-val=0.09872306294773149	rougel-val=0.3155139984833698	signwriting-clip-val=0.8796176967166719	signwriting-similarity-val=0.39384063749069925	ter-val=81.84121621621621	time-elapsed=11328.631722211838
153	avg-sec-per-sent-val=0.006094131735559125	bleu-val=0.11094654901354872	chrf-val=30.407232949869318	converged=False	decode-walltime-val=5.247047424316406	diverged=False	epoch=19	f1-bleu-val=0.3753923425331381	f1-perplexity-train=1.0679763737171846	f1-perplexity-val=1.0697385424313288	f2-bleu-val=0.28138642064406383	f2-perplexity-train=1.1047065631328086	f2-perplexity-val=1.1071497445750116	f3-bleu-val=0.05863910300159534	f3-perplexity-train=1.4868452426498688	f3-perplexity-val=1.5163228071570514	f4-bleu-val=0.05611352740229859	f4-perplexity-train=1.524732417933015	f4-perplexity-val=1.496972812313592	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0315908221821801	max-gpu-memory=29511140864	perplexity-train=19.852934472506046	perplexity-val=29.297615921380732	rouge1-val=0.3835453477439931	rouge2-val=0.09877148216304558	rougel-val=0.31640525092658606	signwriting-clip-val=0.8800243600320318	signwriting-similarity-val=0.3946043308040461	ter-val=81.26407657657657	time-elapsed=11399.580644845963
154	avg-sec-per-sent-val=0.00624135506969988	bleu-val=0.11156538100686714	chrf-val=30.23120615999862	converged=False	decode-walltime-val=5.373806715011597	diverged=False	epoch=20	f1-bleu-val=0.3720930716844763	f1-perplexity-train=1.0684354609488025	f1-perplexity-val=1.0697378021353283	f2-bleu-val=0.28119508371891344	f2-perplexity-train=1.1053744223545692	f2-perplexity-val=1.10711990455099	f3-bleu-val=0.05980586813268261	f3-perplexity-train=1.4964685371616924	f3-perplexity-val=1.5162309041462803	f4-bleu-val=0.058010430056197416	f4-perplexity-train=1.5364322414837916	f4-perplexity-val=1.4969941048899447	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.0411231807544805	max-gpu-memory=29511140864	perplexity-train=20.02371734599807	perplexity-val=29.28538570910973	rouge1-val=0.3834552544534491	rouge2-val=0.09900791508386621	rougel-val=0.31557412049288575	signwriting-clip-val=0.8799184944986882	signwriting-similarity-val=0.3943976426758293	ter-val=81.99605855855856	time-elapsed=11470.463052988052
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156	avg-sec-per-sent-val=0.006126664379886357	bleu-val=0.11096556318087075	chrf-val=30.139645717837205	converged=False	decode-walltime-val=5.275058031082153	diverged=False	epoch=20	f1-bleu-val=0.3690037797504776	f1-perplexity-train=1.067369366513865	f1-perplexity-val=1.0697131756632539	f2-bleu-val=0.27795654054302715	f2-perplexity-train=1.1035561164558592	f2-perplexity-val=1.1071015236064736	f3-bleu-val=0.05879709277420899	f3-perplexity-train=1.4820836945658231	f3-perplexity-val=1.5162020795039766	f4-bleu-val=0.05597035626763879	f4-perplexity-train=1.5208577336776077	f4-perplexity-val=1.496914593133133	learning-rate=9.495123019885994e-07	length-ratio-mse-val=1.033484751358639	max-gpu-memory=29511140864	perplexity-train=19.65367823806828	perplexity-val=29.284806659369064	rouge1-val=0.3833086300177853	rouge2-val=0.09897176173187443	rougel-val=0.3153250255289132	signwriting-clip-val=0.8797259852722824	signwriting-similarity-val=0.39484176260655074	ter-val=82.06644144144144	time-elapsed=11612.337816476822
157	avg-sec-per-sent-val=0.005867184939146319	bleu-val=0.11136791482168551	chrf-val=30.346226254539204	converged=False	decode-walltime-val=5.0516462326049805	diverged=False	epoch=20	f1-bleu-val=0.3769625034320195	f1-perplexity-train=1.0678438901337157	f1-perplexity-val=1.069778181493909	f2-bleu-val=0.2878394841901908	f2-perplexity-train=1.1041903399969688	f2-perplexity-val=1.107236482219763	f3-bleu-val=0.058826362601170225	f3-perplexity-train=1.4862922407768882	f3-perplexity-val=1.5164915105914663	f4-bleu-val=0.05643534612275689	f4-perplexity-train=1.5262561235292138	f4-perplexity-val=1.4971678058057825	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0327521394948496	max-gpu-memory=29511140864	perplexity-train=19.762682197318764	perplexity-val=29.328257854579697	rouge1-val=0.38368604561168235	rouge2-val=0.09950138903717609	rougel-val=0.3164347491734952	signwriting-clip-val=0.8800797298394845	signwriting-similarity-val=0.3955898559372968	ter-val=81.51745495495496	time-elapsed=11683.975987195969
158	avg-sec-per-sent-val=0.005984751328081758	bleu-val=0.1140635603111439	chrf-val=30.283142348947855	converged=False	decode-walltime-val=5.1528708934783936	diverged=False	epoch=20	f1-bleu-val=0.38183309768156837	f1-perplexity-train=1.0682325145442437	f1-perplexity-val=1.0697789942163287	f2-bleu-val=0.2909848876927059	f2-perplexity-train=1.10471083861618	f2-perplexity-val=1.1071845156447533	f3-bleu-val=0.06452858568566583	f3-perplexity-train=1.487594794155619	f3-perplexity-val=1.51643028017727	f4-bleu-val=0.0606135576003314	f4-perplexity-train=1.5251330342263067	f4-perplexity-val=1.4971307010406332	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0334815166427431	max-gpu-memory=29511140864	perplexity-train=19.909257388907278	perplexity-val=29.315047522481724	rouge1-val=0.3833201274690522	rouge2-val=0.09960316256454321	rougel-val=0.3162375845151859	signwriting-clip-val=0.8800464699631092	signwriting-similarity-val=0.3954727030615514	ter-val=81.40484234234235	time-elapsed=11755.087176084518
159	avg-sec-per-sent-val=0.005995912695872521	bleu-val=0.11195297423553564	chrf-val=30.414156426843352	converged=False	decode-walltime-val=5.16248083114624	diverged=False	epoch=20	f1-bleu-val=0.3768543280913005	f1-perplexity-train=1.0683560274611856	f1-perplexity-val=1.0697635195189423	f2-bleu-val=0.28843759244351586	f2-perplexity-train=1.1053500274468102	f2-perplexity-val=1.1071533372554145	f3-bleu-val=0.05954618264059686	f3-perplexity-train=1.4961653001174122	f3-perplexity-val=1.5163608967305007	f4-bleu-val=0.05700586014912774	f4-perplexity-train=1.5343144175149857	f4-perplexity-val=1.497125171396872	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0357248473584653	max-gpu-memory=29511140864	perplexity-train=20.0483381643254	perplexity-val=29.310731744127988	rouge1-val=0.3838657687882973	rouge2-val=0.10027045718330173	rougel-val=0.3162850669447275	signwriting-clip-val=0.879830020853036	signwriting-similarity-val=0.394697173610691	ter-val=81.51745495495496	time-elapsed=11826.674418926239
160	avg-sec-per-sent-val=0.006178971643924159	bleu-val=0.11359727959478276	chrf-val=30.47503761386033	converged=False	decode-walltime-val=5.320094585418701	diverged=False	epoch=20	f1-bleu-val=0.37606836145035416	f1-perplexity-train=1.0679388369260827	f1-perplexity-val=1.069767772112611	f2-bleu-val=0.28833265873229097	f2-perplexity-train=1.1044169537282387	f2-perplexity-val=1.1071560437343526	f3-bleu-val=0.059971748162909	f3-perplexity-train=1.4903582240887665	f3-perplexity-val=1.5163491079308886	f4-bleu-val=0.05757058085515271	f4-perplexity-train=1.527656359704468	f4-perplexity-val=1.4971866619467247	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0398988713269592	max-gpu-memory=29511140864	perplexity-train=19.833572779478185	perplexity-val=29.30993137057992	rouge1-val=0.384262294407458	rouge2-val=0.10044106559353068	rougel-val=0.3156445215023453	signwriting-clip-val=0.8794619094203989	signwriting-similarity-val=0.3932044051523055	ter-val=81.74268018018019	time-elapsed=11897.451900959015
161	avg-sec-per-sent-val=0.006103432829233274	bleu-val=0.11184856638078991	chrf-val=30.101905132081026	converged=False	decode-walltime-val=5.255055665969849	diverged=False	epoch=20	f1-bleu-val=0.36984847250959	f1-perplexity-train=1.0680061794814855	f1-perplexity-val=1.0697649090191532	f2-bleu-val=0.2811844186235211	f2-perplexity-train=1.1045165010499984	f2-perplexity-val=1.1071191201012218	f3-bleu-val=0.058307384841337795	f3-perplexity-train=1.4914172946801696	f3-perplexity-val=1.5163029598647944	f4-bleu-val=0.05637436505363963	f4-perplexity-train=1.5278993564189027	f4-perplexity-val=1.4971401511568874	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0377764744781615	max-gpu-memory=29511140864	perplexity-train=19.806122342437472	perplexity-val=29.310738732351837	rouge1-val=0.3831440833777604	rouge2-val=0.09796008546536362	rougel-val=0.31482989800424277	signwriting-clip-val=0.8789287973087146	signwriting-similarity-val=0.392589478619967	ter-val=81.98198198198197	time-elapsed=11968.203114748001
162	avg-sec-per-sent-val=0.005840764505384137	bleu-val=0.11108337373234663	chrf-val=30.040345606442383	converged=False	decode-walltime-val=5.028898239135742	diverged=False	epoch=21	f1-bleu-val=0.3688351922274976	f1-perplexity-train=1.0685518523578774	f1-perplexity-val=1.0697621455627169	f2-bleu-val=0.27877048953749883	f2-perplexity-train=1.1054689174583663	f2-perplexity-val=1.1071192221099055	f3-bleu-val=0.05882279280480858	f3-perplexity-train=1.4922707271838644	f3-perplexity-val=1.5162886047826742	f4-bleu-val=0.055753690228331376	f4-perplexity-train=1.5296243098039108	f4-perplexity-val=1.4971178540944041	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0393690939658986	max-gpu-memory=29511140864	perplexity-train=19.96553805991331	perplexity-val=29.30364281632088	rouge1-val=0.3823550899844808	rouge2-val=0.09771202542780441	rougel-val=0.31466684777553194	signwriting-clip-val=0.8794097579868552	signwriting-similarity-val=0.39270315766714714	ter-val=82.37612612612612	time-elapsed=12040.828428506851
163	avg-sec-per-sent-val=0.006575587457619201	bleu-val=0.1127260080238071	chrf-val=30.269854255061645	converged=False	decode-walltime-val=5.661580801010132	diverged=False	epoch=21	f1-bleu-val=0.37074079287403783	f1-perplexity-train=1.0674563200397398	f1-perplexity-val=1.0697689779006099	f2-bleu-val=0.2844944393106888	f2-perplexity-train=1.1036692142077518	f2-perplexity-val=1.1071225782283332	f3-bleu-val=0.057725243805759545	f3-perplexity-train=1.4853126304030153	f3-perplexity-val=1.51618877067811	f4-bleu-val=0.0564850218718433	f4-perplexity-train=1.5232434711393585	f4-perplexity-val=1.4970564050375295	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0411040989973857	max-gpu-memory=29511140864	perplexity-train=19.720972491904963	perplexity-val=29.299917368051958	rouge1-val=0.3831971657057403	rouge2-val=0.10000211056331257	rougel-val=0.315361888903999	signwriting-clip-val=0.8794307710124779	signwriting-similarity-val=0.39249159639709275	ter-val=82.34797297297297	time-elapsed=12110.886660337448
164	avg-sec-per-sent-val=0.006030596091772205	bleu-val=0.11419369523786306	chrf-val=29.98452117323453	converged=False	decode-walltime-val=5.192343235015869	diverged=False	epoch=21	f1-bleu-val=0.3721957041638827	f1-perplexity-train=1.0689861145832553	f1-perplexity-val=1.069789281226012	f2-bleu-val=0.28164239432100396	f2-perplexity-train=1.1066146215323849	f2-perplexity-val=1.107141100027715	f3-bleu-val=0.06379262715132575	f3-perplexity-train=1.4946449481535657	f3-perplexity-val=1.516290243635125	f4-bleu-val=0.06116083420577752	f4-perplexity-train=1.5335514693867534	f4-perplexity-val=1.4970953461772323	learning-rate=6.646586113920195e-07	length-ratio-mse-val=1.0399604516866727	max-gpu-memory=29511140864	perplexity-train=20.07942519082642	perplexity-val=29.306713791312685	rouge1-val=0.38183111714269585	rouge2-val=0.09945458999636336	rougel-val=0.31397625388269895	signwriting-clip-val=0.879778691838981	signwriting-similarity-val=0.39251620293908523	ter-val=82.65765765765765	time-elapsed=12182.847041845322
165	avg-sec-per-sent-val=0.00632031786317194	bleu-val=0.11548105175744305	chrf-val=30.52693998853062	converged=False	decode-walltime-val=5.44179368019104	diverged=False	epoch=21	f1-bleu-val=0.37492810617503525	f1-perplexity-train=1.0680870241336569	f1-perplexity-val=1.0697707053533625	f2-bleu-val=0.28634592933481817	f2-perplexity-train=1.1043009228852136	f2-perplexity-val=1.107232414371837	f3-bleu-val=0.0627406250290198	f3-perplexity-train=1.4888048177323563	f3-perplexity-val=1.516516417743363	f4-bleu-val=0.05978977950136294	f4-perplexity-train=1.5286470525299025	f4-perplexity-val=1.4971854155719782	learning-rate=4.652610279744136e-07	length-ratio-mse-val=1.0402251027394074	max-gpu-memory=29511140864	perplexity-train=19.909134211466874	perplexity-val=29.323309516407004	rouge1-val=0.3837240601083886	rouge2-val=0.10098314482368763	rougel-val=0.31632569238190955	signwriting-clip-val=0.8799738940046224	signwriting-similarity-val=0.39602881261666667	ter-val=81.57376126126125	time-elapsed=12258.049072265625
166	avg-sec-per-sent-val=0.006126507372529387	bleu-val=0.11559688540437602	chrf-val=30.533027679272635	converged=False	decode-walltime-val=5.274922847747803	diverged=False	epoch=21	f1-bleu-val=0.3815882901403866	f1-perplexity-train=1.0680458990372268	f1-perplexity-val=1.069762495461099	f2-bleu-val=0.2881793416062105	f2-perplexity-train=1.1049140683182306	f2-perplexity-val=1.107206193569191	f3-bleu-val=0.06449293052777758	f3-perplexity-train=1.4921767752662014	f3-perplexity-val=1.516477977771662	f4-bleu-val=0.060100297217492986	f4-perplexity-train=1.5307287948616557	f4-perplexity-val=1.4971526859640285	learning-rate=4.652610279744136e-07	length-ratio-mse-val=1.0394499940782278	max-gpu-memory=29511140864	perplexity-train=19.890317695579373	perplexity-val=29.30946271030124	rouge1-val=0.3837332531492426	rouge2-val=0.1009531523960292	rougel-val=0.3168992895084372	signwriting-clip-val=0.880194746035732	signwriting-similarity-val=0.3962983885104408	ter-val=81.6722972972973	time-elapsed=12329.02551150322
167	avg-sec-per-sent-val=0.0063244332835234	bleu-val=0.11500513438015543	chrf-val=30.377393759253124	converged=False	decode-walltime-val=5.4453370571136475	diverged=False	epoch=21	f1-bleu-val=0.37965856150420196	f1-perplexity-train=1.0683859350099651	f1-perplexity-val=1.0697696419679752	f2-bleu-val=0.2852011774769331	f2-perplexity-train=1.1049625732210857	f2-perplexity-val=1.107189440133712	f3-bleu-val=0.06420729990995103	f3-perplexity-train=1.4877552744018412	f3-perplexity-val=1.5165042526132282	f4-bleu-val=0.0596856869763768	f4-perplexity-train=1.5231209353524822	f4-perplexity-val=1.4971740435658278	learning-rate=4.652610279744136e-07	length-ratio-mse-val=1.0440371554799468	max-gpu-memory=29511140864	perplexity-train=19.885333003257827	perplexity-val=29.32052108366412	rouge1-val=0.3832837604155118	rouge2-val=0.09956832093424565	rougel-val=0.31541699760296976	signwriting-clip-val=0.8799261510302935	signwriting-similarity-val=0.3944486222539175	ter-val=82.31981981981981	time-elapsed=12399.863937616348
168	avg-sec-per-sent-val=0.006223455400278621	bleu-val=0.11068556915063685	chrf-val=30.165417390045373	converged=False	decode-walltime-val=5.358395099639893	diverged=False	epoch=21	f1-bleu-val=0.37667427862671937	f1-perplexity-train=1.0675090343502396	f1-perplexity-val=1.0697704884253145	f2-bleu-val=0.28364152710417867	f2-perplexity-train=1.1039610395617907	f2-perplexity-val=1.107191206564705	f3-bleu-val=0.05870259359954998	f3-perplexity-train=1.4894723684023479	f3-perplexity-val=1.516501093461649	f4-bleu-val=0.05524496621090993	f4-perplexity-train=1.5277237277416547	f4-perplexity-val=1.4971437711888933	learning-rate=4.652610279744136e-07	length-ratio-mse-val=1.0413006348610665	max-gpu-memory=29511140864	perplexity-train=19.814225230804976	perplexity-val=29.319223664995427	rouge1-val=0.38254596432808413	rouge2-val=0.09880552222842737	rougel-val=0.3148726393592623	signwriting-clip-val=0.8797210529706204	signwriting-similarity-val=0.3935292844202466	ter-val=82.48873873873875	time-elapsed=12471.196728467941
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170	avg-sec-per-sent-val=0.006030262970342868	bleu-val=0.11537192180658065	chrf-val=30.525749699919935	converged=False	decode-walltime-val=5.19205641746521	diverged=False	epoch=22	f1-bleu-val=0.38234990439081495	f1-perplexity-train=1.0669104973523245	f1-perplexity-val=1.0697457557280923	f2-bleu-val=0.2876082667071389	f2-perplexity-train=1.1030331209600879	f2-perplexity-val=1.1071644566008987	f3-bleu-val=0.06588445654991126	f3-perplexity-train=1.4802935719172567	f3-perplexity-val=1.516442996074892	f4-bleu-val=0.0599909421027297	f4-perplexity-train=1.5187204069086273	f4-perplexity-val=1.4970896411715013	learning-rate=4.652610279744136e-07	length-ratio-mse-val=1.0421396635710518	max-gpu-memory=29511140864	perplexity-train=19.5659177191405	perplexity-val=29.321607436342774	rouge1-val=0.3842786781017157	rouge2-val=0.1007167953506115	rougel-val=0.3160760504862638	signwriting-clip-val=0.8795801536131403	signwriting-similarity-val=0.3945444110375195	ter-val=82.27759009009009	time-elapsed=12614.017406702042
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176	avg-sec-per-sent-val=0.006022545518775435	bleu-val=0.11554427743583244	chrf-val=30.44603820080954	converged=False	decode-walltime-val=5.185411691665649	diverged=False	epoch=22	f1-bleu-val=0.3774106940531104	f1-perplexity-train=1.06852627831241	f1-perplexity-val=1.0697933532555588	f2-bleu-val=0.2879763492897987	f2-perplexity-train=1.1056267139482765	f2-perplexity-val=1.107206545265639	f3-bleu-val=0.06449333256730627	f3-perplexity-train=1.4963161837544314	f3-perplexity-val=1.516460978684336	f4-bleu-val=0.06150660538783507	f4-perplexity-train=1.5344460605409331	f4-perplexity-val=1.4971818817036362	learning-rate=3.256827195820895e-07	length-ratio-mse-val=1.0427485570953878	max-gpu-memory=29511239168	perplexity-train=20.006012175445086	perplexity-val=29.31955127643213	rouge1-val=0.38336877222213117	rouge2-val=0.1008412700900306	rougel-val=0.3158111460446987	signwriting-clip-val=0.8801947060916205	signwriting-similarity-val=0.3947356609009081	ter-val=81.81306306306307	time-elapsed=13046.410039901733
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179	avg-sec-per-sent-val=0.006280995135246392	bleu-val=0.11133318446058516	chrf-val=30.056746876745272	converged=False	decode-walltime-val=5.4079368114471436	diverged=False	epoch=23	f1-bleu-val=0.36754889337151925	f1-perplexity-train=1.0683483635481326	f1-perplexity-val=1.0697792941718989	f2-bleu-val=0.2776162112636853	f2-perplexity-train=1.1050343123491218	f2-perplexity-val=1.1071873874586462	f3-bleu-val=0.058235027641864924	f3-perplexity-train=1.4889331392343148	f3-perplexity-val=1.5163668453941792	f4-bleu-val=0.0554547948498122	f4-perplexity-train=1.5279311892317202	f4-perplexity-val=1.4971543993202863	learning-rate=3.256827195820895e-07	length-ratio-mse-val=1.0310427123155965	max-gpu-memory=29511239168	perplexity-train=19.888493930375066	perplexity-val=29.312865093306616	rouge1-val=0.383719128543629	rouge2-val=0.0999825421194287	rougel-val=0.3161665611491754	signwriting-clip-val=0.8798786735423905	signwriting-similarity-val=0.3950592212404696	ter-val=81.53153153153153	time-elapsed=13259.074321985245
180	avg-sec-per-sent-val=0.00624043960881427	bleu-val=0.11024305576477929	chrf-val=30.011696285930288	converged=False	decode-walltime-val=5.373018503189087	diverged=False	epoch=23	f1-bleu-val=0.36592018640176954	f1-perplexity-train=1.0685029823691037	f1-perplexity-val=1.0697779021290224	f2-bleu-val=0.27711942739990214	f2-perplexity-train=1.1054393865902015	f2-perplexity-val=1.1071638846691305	f3-bleu-val=0.05835230239520203	f3-perplexity-train=1.4897497218591387	f3-perplexity-val=1.516342928865018	f4-bleu-val=0.05607638404840757	f4-perplexity-train=1.5286335923176508	f4-perplexity-val=1.4971062624896723	learning-rate=3.256827195820895e-07	length-ratio-mse-val=1.0297202424116119	max-gpu-memory=29511239168	perplexity-train=19.992155975224936	perplexity-val=29.313870090145016	rouge1-val=0.3827748071377634	rouge2-val=0.09887047337207308	rougel-val=0.3154646084531122	signwriting-clip-val=0.8796884601678305	signwriting-similarity-val=0.39501858489308367	ter-val=81.53153153153153	time-elapsed=13328.947068214417
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187	avg-sec-per-sent-val=0.006207715343515217	bleu-val=0.11478942893501073	chrf-val=30.405580117021298	converged=False	decode-walltime-val=5.344842910766602	diverged=False	epoch=24	f1-bleu-val=0.37946275301269317	f1-perplexity-train=1.0693174652767925	f1-perplexity-val=1.0697600242564111	f2-bleu-val=0.28490104104441893	f2-perplexity-train=1.1064784115990798	f2-perplexity-val=1.1071906819146078	f3-bleu-val=0.06344263507308262	f3-perplexity-train=1.4939365668962306	f3-perplexity-val=1.5164082562116523	f4-bleu-val=0.06009749845508651	f4-perplexity-train=1.5307366017761868	f4-perplexity-val=1.497137283693212	learning-rate=2.2797790370746264e-07	length-ratio-mse-val=1.0380355763243185	max-gpu-memory=29511239168	perplexity-train=20.195737463568765	perplexity-val=29.309083035749104	rouge1-val=0.3827130143758931	rouge2-val=0.0997053282606874	rougel-val=0.3155078100857026	signwriting-clip-val=0.8799729179699108	signwriting-similarity-val=0.39420003591558306	ter-val=81.47522522522522	time-elapsed=13825.066080093384
188	avg-sec-per-sent-val=0.006015106083762494	bleu-val=0.11133443923125544	chrf-val=30.23975623775645	converged=False	decode-walltime-val=5.179006338119507	diverged=False	epoch=24	f1-bleu-val=0.37329145374463535	f1-perplexity-train=1.0687189111122657	f1-perplexity-val=1.0697517942547632	f2-bleu-val=0.28120624927642696	f2-perplexity-train=1.1059524964751415	f2-perplexity-val=1.1071859853723998	f3-bleu-val=0.05680593645682307	f3-perplexity-train=1.4974106754854764	f3-perplexity-val=1.5164104329847066	f4-bleu-val=0.056087954256585186	f4-perplexity-train=1.533820777549993	f4-perplexity-val=1.4971297878597551	learning-rate=2.2797790370746264e-07	length-ratio-mse-val=1.037447289683273	max-gpu-memory=29511239168	perplexity-train=20.079737253924844	perplexity-val=29.308002271313192	rouge1-val=0.38358593495908494	rouge2-val=0.09977225844116495	rougel-val=0.3164728430794017	signwriting-clip-val=0.8797655121513083	signwriting-similarity-val=0.3944066893725207	ter-val=81.6722972972973	time-elapsed=13895.392391204834
189	avg-sec-per-sent-val=0.005969533244630324	bleu-val=0.11096464027209496	chrf-val=30.408464939375246	converged=False	decode-walltime-val=5.139768123626709	diverged=False	epoch=24	f1-bleu-val=0.37903333759369423	f1-perplexity-train=1.0670225933741668	f1-perplexity-val=1.069789263557957	f2-bleu-val=0.28706269318369104	f2-perplexity-train=1.103186680461934	f2-perplexity-val=1.1072574206123968	f3-bleu-val=0.05977489817539026	f3-perplexity-train=1.48544473241331	f3-perplexity-val=1.5165581686095408	f4-bleu-val=0.05627647292004617	f4-perplexity-train=1.5246059022387732	f4-perplexity-val=1.497212788460973	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0450641600548922	max-gpu-memory=29511239168	perplexity-train=19.657624055999445	perplexity-val=29.325383652223028	rouge1-val=0.38292395327689294	rouge2-val=0.09852162939307055	rougel-val=0.31563056837945774	signwriting-clip-val=0.8799449552919253	signwriting-similarity-val=0.39548726594179273	ter-val=82.0945945945946	time-elapsed=13969.883563995361
190	avg-sec-per-sent-val=0.005979486735717206	bleu-val=0.11422402527213976	chrf-val=30.41714341102387	converged=False	decode-walltime-val=5.148338079452515	diverged=False	epoch=24	f1-bleu-val=0.3806825997704355	f1-perplexity-train=1.0688459504945313	f1-perplexity-val=1.0697901842898512	f2-bleu-val=0.2886659443044264	f2-perplexity-train=1.1059469453985344	f2-perplexity-val=1.107246945729337	f3-bleu-val=0.06403547164199805	f3-perplexity-train=1.4971197556005806	f3-perplexity-val=1.5165160712429502	f4-bleu-val=0.06051602996109051	f4-perplexity-train=1.5322379461440128	f4-perplexity-val=1.4971910376524398	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0410828569821577	max-gpu-memory=29511239168	perplexity-train=20.094444617101374	perplexity-val=29.32714468537651	rouge1-val=0.382282579411582	rouge2-val=0.09942149232388652	rougel-val=0.31558200329983266	signwriting-clip-val=0.8800546750512827	signwriting-similarity-val=0.3962450711858233	ter-val=81.70045045045045	time-elapsed=14041.115034103394
191	avg-sec-per-sent-val=0.006207716728059811	bleu-val=0.11373695325403065	chrf-val=30.33843756728554	converged=False	decode-walltime-val=5.344844102859497	diverged=False	epoch=24	f1-bleu-val=0.38162051023535193	f1-perplexity-train=1.068260674381085	f1-perplexity-val=1.0697894824824503	f2-bleu-val=0.2881821336530281	f2-perplexity-train=1.1046646468427002	f2-perplexity-val=1.107241094005402	f3-bleu-val=0.06358710819317577	f3-perplexity-train=1.491883527984489	f3-perplexity-val=1.5165031965489493	f4-bleu-val=0.05960243917389965	f4-perplexity-train=1.5327459305101108	f4-perplexity-val=1.4971735051601447	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0437198914001846	max-gpu-memory=29511239168	perplexity-train=19.89883231688607	perplexity-val=29.32650654335875	rouge1-val=0.38249936828328523	rouge2-val=0.09930594942895017	rougel-val=0.3154756455279277	signwriting-clip-val=0.8801578459839372	signwriting-similarity-val=0.3953528421952355	ter-val=82.01013513513513	time-elapsed=14111.428287744522
192	avg-sec-per-sent-val=0.005925100162608006	bleu-val=0.11404511371578009	chrf-val=30.399888550543714	converged=False	decode-walltime-val=5.101511240005493	diverged=False	epoch=24	f1-bleu-val=0.3837224775333399	f1-perplexity-train=1.0681721119878735	f1-perplexity-val=1.0697884225323007	f2-bleu-val=0.286718100823534	f2-perplexity-train=1.1041604131169636	f2-perplexity-val=1.1072361651619247	f3-bleu-val=0.06414425712647623	f3-perplexity-train=1.4850474890832672	f3-perplexity-val=1.5165035686571064	f4-bleu-val=0.06006074811215727	f4-perplexity-train=1.521885488543504	f4-perplexity-val=1.4971870456756742	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0434378112775415	max-gpu-memory=29511239168	perplexity-train=19.82778012639347	perplexity-val=29.328010324608865	rouge1-val=0.38286647377831107	rouge2-val=0.09932760530800724	rougel-val=0.3158157482978158	signwriting-clip-val=0.8800879581187798	signwriting-similarity-val=0.3954185055104663	ter-val=82.16497747747748	time-elapsed=14181.710356712341
193	avg-sec-per-sent-val=0.006100452735448963	bleu-val=0.1147295927383309	chrf-val=30.473053456703337	converged=False	decode-walltime-val=5.252489805221558	diverged=False	epoch=25	f1-bleu-val=0.3835462182675663	f1-perplexity-train=1.06835719500003	f1-perplexity-val=1.0697866330136332	f2-bleu-val=0.2876123450548472	f2-perplexity-train=1.1052489554544982	f2-perplexity-val=1.1072281029038258	f3-bleu-val=0.06454678909728624	f3-perplexity-train=1.4875665583834248	f3-perplexity-val=1.516501941626162	f4-bleu-val=0.06055988370146151	f4-perplexity-train=1.526252531483091	f4-perplexity-val=1.497169882081634	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0429860258535089	max-gpu-memory=29511239168	perplexity-train=19.910662980532965	perplexity-val=29.32797582907257	rouge1-val=0.38324099047135657	rouge2-val=0.09938166638432576	rougel-val=0.3161518831351489	signwriting-clip-val=0.8798833357194021	signwriting-similarity-val=0.3956087649932134	ter-val=81.93975225225225	time-elapsed=14251.9273250103
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195	avg-sec-per-sent-val=0.0060329694781153876	bleu-val=0.11202207195718772	chrf-val=30.319129301642985	converged=False	decode-walltime-val=5.194386720657349	diverged=False	epoch=25	f1-bleu-val=0.37907835306096865	f1-perplexity-train=1.0682098435908844	f1-perplexity-val=1.0697824623082974	f2-bleu-val=0.28574200843018777	f2-perplexity-train=1.1047861843838545	f2-perplexity-val=1.107213546495506	f3-bleu-val=0.06024983839547506	f3-perplexity-train=1.4901871710530692	f3-perplexity-val=1.5164435112811423	f4-bleu-val=0.05759396684241963	f4-perplexity-train=1.530506144524706	f4-perplexity-val=1.4971488844618335	learning-rate=1.5958453259522385e-07	length-ratio-mse-val=1.0383301000965939	max-gpu-memory=29511239168	perplexity-train=19.890649620643142	perplexity-val=29.321479271663208	rouge1-val=0.3829267180586097	rouge2-val=0.09834610031731446	rougel-val=0.3153476987305623	signwriting-clip-val=0.879932740770289	signwriting-similarity-val=0.39451510709284204	ter-val=81.79898648648648	time-elapsed=14392.74645113945
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198	avg-sec-per-sent-val=0.005968315399205366	bleu-val=0.1144926634165986	chrf-val=30.55674327137805	converged=False	decode-walltime-val=5.13871955871582	diverged=False	epoch=25	f1-bleu-val=0.3816053999080312	f1-perplexity-train=1.0685763973816147	f1-perplexity-val=1.069789629804844	f2-bleu-val=0.29019265273382056	f2-perplexity-train=1.1058508791449455	f2-perplexity-val=1.1072531007973347	f3-bleu-val=0.06439695927951225	f3-perplexity-train=1.4970593281867448	f3-perplexity-val=1.5165391167059208	f4-bleu-val=0.06014286449960832	f4-perplexity-train=1.5329203993874685	f4-perplexity-val=1.4972074280709953	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.0446134991177518	max-gpu-memory=29511239168	perplexity-train=20.075716130900343	perplexity-val=29.327380554384973	rouge1-val=0.38350113058330654	rouge2-val=0.09948657267487435	rougel-val=0.3163764258135155	signwriting-clip-val=0.8800562711542907	signwriting-similarity-val=0.39626062168886633	ter-val=81.84121621621621	time-elapsed=14609.188628196716
199	avg-sec-per-sent-val=0.005887749026184437	bleu-val=0.11388093343096921	chrf-val=30.520214518265625	converged=False	decode-walltime-val=5.0693519115448	diverged=False	epoch=25	f1-bleu-val=0.3805613434073335	f1-perplexity-train=1.0679130245873225	f1-perplexity-val=1.0697905586404568	f2-bleu-val=0.28875044043215736	f2-perplexity-train=1.1040338966021204	f2-perplexity-val=1.1072445893617833	f3-bleu-val=0.06374015922021942	f3-perplexity-train=1.4870073963382013	f3-perplexity-val=1.5165208740470335	f4-bleu-val=0.05980650120710801	f4-perplexity-train=1.5247127824633668	f4-perplexity-val=1.4971912696752618	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.0421546345542931	max-gpu-memory=29511239168	perplexity-train=19.8076414069444	perplexity-val=29.32418669482055	rouge1-val=0.3832325170906588	rouge2-val=0.0991826668855042	rougel-val=0.31612401742166746	signwriting-clip-val=0.8799630354367344	signwriting-similarity-val=0.3953353995050653	ter-val=81.78490990990991	time-elapsed=14680.256332159042
200	avg-sec-per-sent-val=0.00612809406063421	bleu-val=0.11350923947326326	chrf-val=30.434180410462382	converged=False	decode-walltime-val=5.276288986206055	diverged=False	epoch=25	f1-bleu-val=0.3797279314304152	f1-perplexity-train=1.0680353742504052	f1-perplexity-val=1.0697846835562392	f2-bleu-val=0.2877351188611214	f2-perplexity-train=1.1042271919985003	f2-perplexity-val=1.1072426955267738	f3-bleu-val=0.06311672828068818	f3-perplexity-train=1.4905015151004588	f3-perplexity-val=1.5165045448765109	f4-bleu-val=0.05965211826936711	f4-perplexity-train=1.5287438873573909	f4-perplexity-val=1.4971819590441	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.044060029627577	max-gpu-memory=29511239168	perplexity-train=19.89089359926916	perplexity-val=29.32025590973531	rouge1-val=0.38315804323605435	rouge2-val=0.09906511220517981	rougel-val=0.3160557164078201	signwriting-clip-val=0.8799055150161637	signwriting-similarity-val=0.3953277527141493	ter-val=82.02421171171171	time-elapsed=14750.59618973732
201	avg-sec-per-sent-val=0.006113791714977304	bleu-val=0.11406362729002499	chrf-val=30.487664061543107	converged=False	decode-walltime-val=5.263974666595459	diverged=False	epoch=26	f1-bleu-val=0.378488044408255	f1-perplexity-train=1.0677730766271545	f1-perplexity-val=1.0697855395901081	f2-bleu-val=0.28865772534815193	f2-perplexity-train=1.1046280181935177	f2-perplexity-val=1.10723681440188	f3-bleu-val=0.06282205739701613	f3-perplexity-train=1.4958230660954326	f3-perplexity-val=1.5164854333868256	f4-bleu-val=0.059752375032099084	f4-perplexity-train=1.5326442887905811	f4-perplexity-val=1.4971683918031167	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.0449135714249627	max-gpu-memory=29511239168	perplexity-train=19.906959132595485	perplexity-val=29.31699852060276	rouge1-val=0.3832389461106576	rouge2-val=0.09989422402105275	rougel-val=0.3163890964056403	signwriting-clip-val=0.8799935206165158	signwriting-similarity-val=0.3951148346514406	ter-val=81.84121621621621	time-elapsed=14821.497126102448
202	avg-sec-per-sent-val=0.006139954346536067	bleu-val=0.11340098420402316	chrf-val=30.38779572245077	converged=False	decode-walltime-val=5.286500692367554	diverged=False	epoch=26	f1-bleu-val=0.37773482131377095	f1-perplexity-train=1.0678359574095033	f1-perplexity-val=1.0697832434176273	f2-bleu-val=0.285157378533087	f2-perplexity-train=1.1036476628839937	f2-perplexity-val=1.107233902312044	f3-bleu-val=0.06301916190755039	f3-perplexity-train=1.481718681088745	f3-perplexity-val=1.516481183576236	f4-bleu-val=0.059386784327342526	f4-perplexity-train=1.5228498534798567	f4-perplexity-val=1.4971612259935954	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.044187552781126	max-gpu-memory=29511239168	perplexity-train=19.759417478823472	perplexity-val=29.318180738596176	rouge1-val=0.382491630231858	rouge2-val=0.09914382554014907	rougel-val=0.31565748819531264	signwriting-clip-val=0.8800146013463692	signwriting-similarity-val=0.3945793320977825	ter-val=81.99605855855856	time-elapsed=14896.039280891418
203	avg-sec-per-sent-val=0.00657712568666323	bleu-val=0.11373003122845429	chrf-val=30.414578739789473	converged=False	decode-walltime-val=5.662905216217041	diverged=False	epoch=26	f1-bleu-val=0.3798488106956629	f1-perplexity-train=1.0684310719666528	f1-perplexity-val=1.0697808973016776	f2-bleu-val=0.2887218726593845	f2-perplexity-train=1.1049873707992564	f2-perplexity-val=1.1072260773803553	f3-bleu-val=0.06352202667570896	f3-perplexity-train=1.4900655007361263	f3-perplexity-val=1.5164829717793822	f4-bleu-val=0.05946781140488039	f4-perplexity-train=1.5269154692166051	f4-perplexity-val=1.4971565350692	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.0438874693303688	max-gpu-memory=29511239168	perplexity-train=19.946678267694328	perplexity-val=29.318351761070364	rouge1-val=0.38259682596299394	rouge2-val=0.09915735611337317	rougel-val=0.31576774693881904	signwriting-clip-val=0.8800916524991202	signwriting-similarity-val=0.39398792777346675	ter-val=81.99605855855856	time-elapsed=14966.328901052475
204	avg-sec-per-sent-val=0.005936589944376486	bleu-val=0.11427183946779756	chrf-val=30.397377839496436	converged=False	decode-walltime-val=5.111403942108154	diverged=False	epoch=26	f1-bleu-val=0.38228936478048625	f1-perplexity-train=1.0681465503619234	f1-perplexity-val=1.0697789742901425	f2-bleu-val=0.2890708272161681	f2-perplexity-train=1.1050105707084448	f2-perplexity-val=1.1072215135040313	f3-bleu-val=0.06485936623179553	f3-perplexity-train=1.4903364740541871	f3-perplexity-val=1.5164630063924711	f4-bleu-val=0.05986303315370252	f4-perplexity-train=1.527484393523331	f4-perplexity-val=1.4971359570469382	learning-rate=1.1170917281665669e-07	length-ratio-mse-val=1.042697775393639	max-gpu-memory=29511239168	perplexity-train=19.903375185594722	perplexity-val=29.317726392182156	rouge1-val=0.38251637761139	rouge2-val=0.09931215235294373	rougel-val=0.31580707667458846	signwriting-clip-val=0.87996362179137	signwriting-similarity-val=0.39486657785357265	ter-val=82.10867117117117	time-elapsed=15036.999137163162
205	avg-sec-per-sent-val=0.005803690554788304	bleu-val=0.11376907606498428	chrf-val=30.518207658356083	converged=False	decode-walltime-val=4.9969775676727295	diverged=False	epoch=26	f1-bleu-val=0.3801950708074778	f1-perplexity-train=1.0686875161101477	f1-perplexity-val=1.069789566040415	f2-bleu-val=0.29075354735176195	f2-perplexity-train=1.1054015748498867	f2-perplexity-val=1.1072568351580856	f3-bleu-val=0.06403101126119588	f3-perplexity-train=1.4936101340885783	f3-perplexity-val=1.5165516753275072	f4-bleu-val=0.06069660323097826	f4-perplexity-train=1.5280719870000423	f4-perplexity-val=1.4972120537116003	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.0409429474535403	max-gpu-memory=29511239168	perplexity-train=20.03753122788314	perplexity-val=29.328724950723817	rouge1-val=0.3833551963788713	rouge2-val=0.0988219707904439	rougel-val=0.31650181329071375	signwriting-clip-val=0.8804224754459766	signwriting-similarity-val=0.39691778519901133	ter-val=81.71452702702703	time-elapsed=15111.632571935654
206	avg-sec-per-sent-val=0.0059693687607325465	bleu-val=0.11463848249424621	chrf-val=30.507701215393467	converged=False	decode-walltime-val=5.139626502990723	diverged=False	epoch=26	f1-bleu-val=0.3776683804186846	f1-perplexity-train=1.0682337885131317	f1-perplexity-val=1.0697903402471138	f2-bleu-val=0.2892712383378055	f2-perplexity-train=1.1048371746827927	f2-perplexity-val=1.107252923429262	f3-bleu-val=0.0643645669660136	f3-perplexity-train=1.4902638612970631	f3-perplexity-val=1.5165481876480542	f4-bleu-val=0.06106178359050682	f4-perplexity-train=1.5282441767830544	f4-perplexity-val=1.4972094806042908	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.040509554050864	max-gpu-memory=29511239168	perplexity-train=19.923019358949773	perplexity-val=29.328987404216743	rouge1-val=0.3836810482975955	rouge2-val=0.09937444551818325	rougel-val=0.31659329988325136	signwriting-clip-val=0.8805248724182031	signwriting-similarity-val=0.3967667580622704	ter-val=81.64414414414415	time-elapsed=15182.051599502563
207	avg-sec-per-sent-val=0.006305037198304853	bleu-val=0.11395290445713092	chrf-val=30.54813176485236	converged=False	decode-walltime-val=5.4286370277404785	diverged=False	epoch=26	f1-bleu-val=0.38076354568675347	f1-perplexity-train=1.068081741799184	f1-perplexity-val=1.0697898593568198	f2-bleu-val=0.2893780665972005	f2-perplexity-train=1.1047133600680847	f2-perplexity-val=1.1072476903964243	f3-bleu-val=0.06370099943143905	f3-perplexity-train=1.4910080870944868	f3-perplexity-val=1.5165313791040909	f4-bleu-val=0.060357345367535814	f4-perplexity-train=1.531513359036734	f4-perplexity-val=1.4972084245904322	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.0429638179820078	max-gpu-memory=29511239168	perplexity-train=19.841276369094142	perplexity-val=29.326824447288583	rouge1-val=0.3835176397633596	rouge2-val=0.09938216145197697	rougel-val=0.3164183898278324	signwriting-clip-val=0.8803161051769013	signwriting-similarity-val=0.3959293359737035	ter-val=81.79898648648648	time-elapsed=15253.402337312698
208	avg-sec-per-sent-val=0.00621087958173054	bleu-val=0.114654823410981	chrf-val=30.560804164342496	converged=False	decode-walltime-val=5.347567319869995	diverged=False	epoch=27	f1-bleu-val=0.38205758122414335	f1-perplexity-train=1.068050674054628	f1-perplexity-val=1.069786231830288	f2-bleu-val=0.28963081050872885	f2-perplexity-train=1.1047431933478367	f2-perplexity-val=1.107242751074088	f3-bleu-val=0.06510439532742533	f3-perplexity-train=1.4881705912290115	f3-perplexity-val=1.5165217644054216	f4-bleu-val=0.06089580543322252	f4-perplexity-train=1.528530645591741	f4-perplexity-val=1.4972091325658383	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.0426818672702292	max-gpu-memory=29511239168	perplexity-train=19.862002016311095	perplexity-val=29.32507182333388	rouge1-val=0.3832540103018536	rouge2-val=0.09951048576089905	rougel-val=0.31628104112904126	signwriting-clip-val=0.8800000726276712	signwriting-similarity-val=0.3957731543249121	ter-val=81.78490990990991	time-elapsed=15324.403051376343
209	avg-sec-per-sent-val=0.006059278594492204	bleu-val=0.11439948119779185	chrf-val=30.516061680729567	converged=False	decode-walltime-val=5.217038869857788	diverged=False	epoch=27	f1-bleu-val=0.3800720955994135	f1-perplexity-train=1.0673260509739633	f1-perplexity-val=1.0697850438236685	f2-bleu-val=0.28889437526914785	f2-perplexity-train=1.103232570885507	f2-perplexity-val=1.1072401516277517	f3-bleu-val=0.06333429568963692	f3-perplexity-train=1.4830165666066097	f3-perplexity-val=1.5165103389323915	f4-bleu-val=0.060585849881497865	f4-perplexity-train=1.520989524895575	f4-perplexity-val=1.4972053725658334	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.0421468519994415	max-gpu-memory=29511239168	perplexity-train=19.69966207480714	perplexity-val=29.324048264814987	rouge1-val=0.3830839841734463	rouge2-val=0.09954000922454151	rougel-val=0.3160814104322826	signwriting-clip-val=0.8799047200106578	signwriting-similarity-val=0.3958326182586979	ter-val=81.70045045045045	time-elapsed=15396.141191244125
210	avg-sec-per-sent-val=0.005961741304563728	bleu-val=0.11369884960659592	chrf-val=30.39925118828513	converged=False	decode-walltime-val=5.13305926322937	diverged=False	epoch=27	f1-bleu-val=0.37891434875044566	f1-perplexity-train=1.0676818545204885	f1-perplexity-val=1.0697814491253277	f2-bleu-val=0.2878700892747249	f2-perplexity-train=1.1041031575265015	f2-perplexity-val=1.1072298834206613	f3-bleu-val=0.062469499734826614	f3-perplexity-train=1.4856973472526707	f3-perplexity-val=1.5164917019168467	f4-bleu-val=0.06015577686308804	f4-perplexity-train=1.5233176071935404	f4-perplexity-val=1.4971888542599543	learning-rate=7.819642097165968e-08	length-ratio-mse-val=1.0410992391315557	max-gpu-memory=29511239168	perplexity-train=19.75101261157858	perplexity-val=29.32320325002835	rouge1-val=0.382865300766082	rouge2-val=0.09899571243587948	rougel-val=0.31598068546082736	signwriting-clip-val=0.8798432865901553	signwriting-similarity-val=0.39531739135906585	ter-val=81.60191441441441	time-elapsed=15467.175874710083
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229	avg-sec-per-sent-val=0.0059885070437476744	bleu-val=0.11393994794429575	chrf-val=30.553520894503272	converged=False	decode-walltime-val=5.156104564666748	diverged=False	epoch=29	f1-bleu-val=0.3792675679386754	f1-perplexity-train=1.0672755540786656	f1-perplexity-val=1.0697909816116324	f2-bleu-val=0.2906037934019982	f2-perplexity-train=1.1034174409239383	f2-perplexity-val=1.1072594255688915	f3-bleu-val=0.06423856013907996	f3-perplexity-train=1.4829420239131443	f3-perplexity-val=1.5165633240843566	f4-bleu-val=0.06042897879253191	f4-perplexity-train=1.5238976160270727	f4-perplexity-val=1.4972196778693945	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0404643546284276	max-gpu-memory=29511239168	perplexity-train=19.65124827981771	perplexity-val=29.328929132812096	rouge1-val=0.3832430469627149	rouge2-val=0.09931675738622651	rougel-val=0.3165566577925432	signwriting-clip-val=0.8802528403500369	signwriting-similarity-val=0.39725882610837343	ter-val=81.64414414414415	time-elapsed=16833.533049821854
230	avg-sec-per-sent-val=0.006011355352457115	bleu-val=0.1139216774238171	chrf-val=30.50415907993082	converged=False	decode-walltime-val=5.175776958465576	diverged=False	epoch=29	f1-bleu-val=0.3795202269503603	f1-perplexity-train=1.0677429580064666	f1-perplexity-val=1.0697893719574578	f2-bleu-val=0.29072799048479697	f2-perplexity-train=1.1036493804979433	f2-perplexity-val=1.107257753625767	f3-bleu-val=0.06403898951694263	f3-perplexity-train=1.4857009654595879	f3-perplexity-val=1.5165554146108888	f4-bleu-val=0.06069649214756337	f4-perplexity-train=1.5225414132241282	f4-perplexity-val=1.497216602024239	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0405177207188374	max-gpu-memory=29511239168	perplexity-train=19.727682876375308	perplexity-val=29.327862087321453	rouge1-val=0.38300952965701635	rouge2-val=0.09933816642285527	rougel-val=0.3163794443786072	signwriting-clip-val=0.8804489031485979	signwriting-similarity-val=0.39688504672480945	ter-val=81.65822072072072	time-elapsed=16905.20446205139
231	avg-sec-per-sent-val=0.005912128087397098	bleu-val=0.1138720868856869	chrf-val=30.495394372652417	converged=False	decode-walltime-val=5.090342283248901	diverged=False	epoch=30	f1-bleu-val=0.37903432455893726	f1-perplexity-train=1.068121957296418	f1-perplexity-val=1.0697895192798361	f2-bleu-val=0.2904675521805777	f2-perplexity-train=1.1044903848741743	f2-perplexity-val=1.1072578190734932	f3-bleu-val=0.06400051262469846	f3-perplexity-train=1.4871956955985186	f3-perplexity-val=1.5165504776137886	f4-bleu-val=0.060713726491588044	f4-perplexity-train=1.5258764945463785	f4-perplexity-val=1.4972120328887488	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.039837448609994	max-gpu-memory=29511239168	perplexity-train=19.83253632923669	perplexity-val=29.327471919174656	rouge1-val=0.38298095454142533	rouge2-val=0.0993533156430943	rougel-val=0.3164259617183129	signwriting-clip-val=0.8803138186707314	signwriting-similarity-val=0.39708834869246656	ter-val=81.70045045045045	time-elapsed=16976.25079011917
232	avg-sec-per-sent-val=0.0061594938705745615	bleu-val=0.1137757080370719	chrf-val=30.485887355850878	converged=False	decode-walltime-val=5.303324222564697	diverged=False	epoch=30	f1-bleu-val=0.3795413071982663	f1-perplexity-train=1.0676804179372477	f1-perplexity-val=1.069788204936448	f2-bleu-val=0.29055160604517827	f2-perplexity-train=1.103675759217881	f2-perplexity-val=1.1072537932205642	f3-bleu-val=0.06407080578794586	f3-perplexity-train=1.4883397849457656	f3-perplexity-val=1.5165430487967455	f4-bleu-val=0.06071896717897532	f4-perplexity-train=1.5256784162922614	f4-perplexity-val=1.4972081538940418	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0387653499769196	max-gpu-memory=29511239168	perplexity-train=19.74836520087008	perplexity-val=29.326298182975133	rouge1-val=0.38260674815630163	rouge2-val=0.09871569521836479	rougel-val=0.3162485276832993	signwriting-clip-val=0.8801868321172867	signwriting-similarity-val=0.39698046621821376	ter-val=81.63006756756756	time-elapsed=17047.70357966423
233	avg-sec-per-sent-val=0.006235236213320778	bleu-val=0.11376160923393724	chrf-val=30.485775578422658	converged=False	decode-walltime-val=5.3685383796691895	diverged=False	epoch=30	f1-bleu-val=0.38010414406771253	f1-perplexity-train=1.0681744535052062	f1-perplexity-val=1.0697883478748664	f2-bleu-val=0.2906087684908771	f2-perplexity-train=1.1047650349541458	f2-perplexity-val=1.1072547595339282	f3-bleu-val=0.06406286629283689	f3-perplexity-train=1.4860656403059078	f3-perplexity-val=1.5165438186440736	f4-bleu-val=0.06071144303538119	f4-perplexity-train=1.5245415246779714	f4-perplexity-val=1.4972098792125326	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0396779101229292	max-gpu-memory=29511239168	perplexity-train=19.859618626644547	perplexity-val=29.326362508841648	rouge1-val=0.38289710820275924	rouge2-val=0.09871569521836479	rougel-val=0.316371833207301	signwriting-clip-val=0.8802561321740366	signwriting-similarity-val=0.3966410291478876	ter-val=81.65822072072072	time-elapsed=17118.932448625565
234	avg-sec-per-sent-val=0.006151796079540363	bleu-val=0.11380739115547339	chrf-val=30.512432617173214	converged=False	decode-walltime-val=5.296696424484253	diverged=False	epoch=30	f1-bleu-val=0.3798348456540726	f1-perplexity-train=1.068347863610142	f1-perplexity-val=1.0697880419388512	f2-bleu-val=0.2903658998874509	f2-perplexity-train=1.1048986300900396	f2-perplexity-val=1.107251518510135	f3-bleu-val=0.06399856657827355	f3-perplexity-train=1.490153808810758	f3-perplexity-val=1.5165354784010776	f4-bleu-val=0.06072868179320662	f4-perplexity-train=1.5287948023890456	f4-perplexity-val=1.4972032754180342	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0393073553969738	max-gpu-memory=29511239168	perplexity-train=19.995989100735336	perplexity-val=29.325187884820018	rouge1-val=0.3830170295768353	rouge2-val=0.09885423301811935	rougel-val=0.31625403283231435	signwriting-clip-val=0.8800772140527298	signwriting-similarity-val=0.39636634249339414	ter-val=81.65822072072072	time-elapsed=17190.40865302086
235	avg-sec-per-sent-val=0.00579144093494659	bleu-val=0.11360046797276459	chrf-val=30.46461913685897	converged=False	decode-walltime-val=4.986430644989014	diverged=False	epoch=30	f1-bleu-val=0.3796133449125728	f1-perplexity-train=1.0677688399800505	f1-perplexity-val=1.0697854545711953	f2-bleu-val=0.2905984838505462	f2-perplexity-train=1.104074031822913	f2-perplexity-val=1.1072509767821557	f3-bleu-val=0.06387926368857799	f3-perplexity-train=1.4914031864805184	f3-perplexity-val=1.5165309678191174	f4-bleu-val=0.06054814558663943	f4-perplexity-train=1.5302571748077434	f4-perplexity-val=1.4971994975847296	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.039537040224684	max-gpu-memory=29511239168	perplexity-train=19.832649363039668	perplexity-val=29.32448080248968	rouge1-val=0.3825649708020369	rouge2-val=0.09868306216037621	rougel-val=0.31605474459037075	signwriting-clip-val=0.8801516991597573	signwriting-similarity-val=0.39594668768961166	ter-val=81.68637387387388	time-elapsed=17262.37204694748
236	avg-sec-per-sent-val=0.005897929582584749	bleu-val=0.11365048731466361	chrf-val=30.456083455133744	converged=False	decode-walltime-val=5.078117370605469	diverged=False	epoch=30	f1-bleu-val=0.3798475455786711	f1-perplexity-train=1.067797773360026	f1-perplexity-val=1.069786626637208	f2-bleu-val=0.28975713927678765	f2-perplexity-train=1.1045465934318337	f2-perplexity-val=1.1072484006904975	f3-bleu-val=0.0630094364622256	f3-perplexity-train=1.4882566607523422	f3-perplexity-val=1.516528869212912	f4-bleu-val=0.060411285849066604	f4-perplexity-train=1.5260235485484193	f4-perplexity-val=1.4971976443676251	learning-rate=2.682137239327927e-08	length-ratio-mse-val=1.0395617661043461	max-gpu-memory=29511239168	perplexity-train=19.83851712045839	perplexity-val=29.324561437912607	rouge1-val=0.3827831020079458	rouge2-val=0.09878739672511588	rougel-val=0.31615075266135473	signwriting-clip-val=0.8802173839628904	signwriting-similarity-val=0.39530348861413167	ter-val=81.6722972972973	time-elapsed=17332.999137878418
237	avg-sec-per-sent-val=0.00602413857578539	bleu-val=0.11414953955305202	chrf-val=30.48403206085663	converged=False	decode-walltime-val=5.186783313751221	diverged=False	epoch=30	f1-bleu-val=0.3773260466586003	f1-perplexity-train=1.0686585971013904	f1-perplexity-val=1.0697927432405543	f2-bleu-val=0.2901129077022272	f2-perplexity-train=1.105922257732937	f2-perplexity-val=1.1072595253905755	f3-bleu-val=0.0640102792169991	f3-perplexity-train=1.4922701116007782	f3-perplexity-val=1.5165602431512155	f4-bleu-val=0.061020622033345955	f4-perplexity-train=1.5308292179866898	f4-perplexity-val=1.497219353626232	learning-rate=1.8774960675295487e-08	length-ratio-mse-val=1.039643875245689	max-gpu-memory=29511239168	perplexity-train=20.00916473307915	perplexity-val=29.329242867421033	rouge1-val=0.3830429286229344	rouge2-val=0.09945003254421494	rougel-val=0.3163126833811001	signwriting-clip-val=0.8805294016097065	signwriting-similarity-val=0.3973455032090208	ter-val=81.64414414414415	time-elapsed=17407.687007188797
238	avg-sec-per-sent-val=0.006132807604250315	bleu-val=0.11387591145394672	chrf-val=30.501753206194294	converged=False	decode-walltime-val=5.2803473472595215	diverged=False	epoch=30	f1-bleu-val=0.3792840647385177	f1-perplexity-train=1.0686713505039749	f1-perplexity-val=1.0697917216787494	f2-bleu-val=0.29057402557007056	f2-perplexity-train=1.1055499839884135	f2-perplexity-val=1.107258973759012	f3-bleu-val=0.06398179116953072	f3-perplexity-train=1.4961764299354077	f3-perplexity-val=1.5165614047150047	f4-bleu-val=0.060709946903116305	f4-perplexity-train=1.5314522108529491	f4-perplexity-val=1.4972184165936342	learning-rate=1.8774960675295487e-08	length-ratio-mse-val=1.040224595338604	max-gpu-memory=29511239168	perplexity-train=19.984327524027055	perplexity-val=29.329437263357473	rouge1-val=0.38298095454142533	rouge2-val=0.0993533156430943	rougel-val=0.31639787068186875	signwriting-clip-val=0.8804264089371685	signwriting-similarity-val=0.3973759078936926	ter-val=81.70045045045045	time-elapsed=17478.60768055916
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