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2	avg-sec-per-sent-val=0.9762248659133911	bleu-val=0.1028106929650738	chrf-val=0.27275129896808187	converged=False	decode-walltime-val=48.811243295669556	diverged=False	epoch=2	gradient-norm=0.9409078538174493	learning-rate=0.0002	perplexity-train=17.199384394770156	perplexity-val=28.592092129979903	rouge1-val=0.30760921089554466	rouge2-val=0.13295081202881814	rougel-val=0.26002356315092146	time-elapsed=1749.7210319042206	used-gpu-memory=6366
3	avg-sec-per-sent-val=0.824291000366211	bleu-val=0.11707985902838962	chrf-val=0.3000746695996145	converged=False	decode-walltime-val=41.21455001831055	diverged=False	epoch=3	gradient-norm=1.0053081753786177	learning-rate=0.0002	perplexity-train=13.365291431316784	perplexity-val=24.58693092001331	rouge1-val=0.3223749226869353	rouge2-val=0.14847813921159314	rougel-val=0.26971700461534265	time-elapsed=2631.2303030490875	used-gpu-memory=6366
4	avg-sec-per-sent-val=0.7005107307434082	bleu-val=0.12371603035298322	chrf-val=0.29439262148796175	converged=False	decode-walltime-val=35.02553653717041	diverged=False	epoch=4	gradient-norm=0.9002070154464217	learning-rate=0.0002	perplexity-train=11.529382713582569	perplexity-val=23.192449684853663	rouge1-val=0.3407400963004227	rouge2-val=0.15552573747724344	rougel-val=0.2920794191679043	time-elapsed=3509.471976041794	used-gpu-memory=6366
5	avg-sec-per-sent-val=0.6617109251022338	bleu-val=0.12928662621981662	chrf-val=0.3129920860518662	converged=False	decode-walltime-val=33.085546255111694	diverged=False	epoch=6	gradient-norm=0.9430047750965265	learning-rate=0.0002	perplexity-train=10.289917839981339	perplexity-val=22.91736680444372	rouge1-val=0.33244328287509206	rouge2-val=0.14777801892703513	rougel-val=0.272023503112927	time-elapsed=4388.014634609222	used-gpu-memory=6366
6	avg-sec-per-sent-val=0.5745302295684814	bleu-val=0.12001319751796577	chrf-val=0.3010858988402893	converged=False	decode-walltime-val=28.726511478424072	diverged=False	epoch=7	gradient-norm=0.9581766616474365	learning-rate=0.0002	perplexity-train=9.397441542410128	perplexity-val=22.8159693551075	rouge1-val=0.3530993169410611	rouge2-val=0.1552146813639297	rougel-val=0.2955628269245334	time-elapsed=5264.99621796608	used-gpu-memory=6366
7	avg-sec-per-sent-val=0.7694281387329102	bleu-val=0.10768796300595955	chrf-val=0.27596469832733966	converged=False	decode-walltime-val=38.47140693664551	diverged=False	epoch=8	gradient-norm=0.9187461193716161	learning-rate=0.0002	perplexity-train=8.763671311447673	perplexity-val=22.95430019151606	rouge1-val=0.3189054339509064	rouge2-val=0.13877806308997098	rougel-val=0.2741669230194386	time-elapsed=6138.821506977081	used-gpu-memory=6366
8	avg-sec-per-sent-val=0.635234899520874	bleu-val=0.11229052623038913	chrf-val=0.2860016613324513	converged=False	decode-walltime-val=31.7617449760437	diverged=False	epoch=9	gradient-norm=0.9215212839170372	learning-rate=0.0002	perplexity-train=8.333945694902525	perplexity-val=22.433611619686452	rouge1-val=0.3338751340286066	rouge2-val=0.1604195562769238	rougel-val=0.2766421261685545	time-elapsed=7017.23944234848	used-gpu-memory=6366
9	avg-sec-per-sent-val=0.5286540651321411	bleu-val=0.129443895299652	chrf-val=0.3092932560519116	converged=False	decode-walltime-val=26.432703256607056	diverged=False	epoch=10	gradient-norm=0.9399630138194632	learning-rate=0.0002	perplexity-train=7.883869560698514	perplexity-val=22.607173512224005	rouge1-val=0.3513672140639075	rouge2-val=0.15700798268562408	rougel-val=0.2881808464631674	time-elapsed=7891.645121097565	used-gpu-memory=6366
10	avg-sec-per-sent-val=0.6671696186065674	bleu-val=0.13260710432521605	chrf-val=0.2924461603780396	converged=False	decode-walltime-val=33.35848093032837	diverged=False	epoch=12	gradient-norm=0.7396929719773483	learning-rate=0.0002	perplexity-train=7.440712748684228	perplexity-val=23.904001946819808	rouge1-val=0.3389782162948716	rouge2-val=0.16309713810522125	rougel-val=0.2880690380358495	time-elapsed=8767.549131393433	used-gpu-memory=6366
11	avg-sec-per-sent-val=0.6784778547286987	bleu-val=0.1549889899399304	chrf-val=0.3387963633086111	converged=False	decode-walltime-val=33.92389273643494	diverged=False	epoch=13	gradient-norm=0.7403298836134444	learning-rate=0.0002	perplexity-train=7.098676105797989	perplexity-val=24.39934188508221	rouge1-val=0.3826444922238659	rouge2-val=0.1951837173382431	rougel-val=0.32395109258778715	time-elapsed=9641.366224765778	used-gpu-memory=6366
12	avg-sec-per-sent-val=0.5386827516555787	bleu-val=0.14645559920674647	chrf-val=0.3260702519978393	converged=False	decode-walltime-val=26.93413758277893	diverged=False	epoch=14	gradient-norm=0.9835756592059187	learning-rate=0.0002	perplexity-train=6.861224962206368	perplexity-val=24.150749282666506	rouge1-val=0.35664037219168854	rouge2-val=0.1671124653458675	rougel-val=0.29708080727843067	time-elapsed=10516.165991067886	used-gpu-memory=6366
13	avg-sec-per-sent-val=0.5671775722503662	bleu-val=0.11510928555613167	chrf-val=0.3081676619445378	converged=False	decode-walltime-val=28.35887861251831	diverged=False	epoch=15	gradient-norm=1.1056676735106672	learning-rate=0.0002	perplexity-train=6.687088407983467	perplexity-val=25.03466078924129	rouge1-val=0.34851320370293587	rouge2-val=0.15910700058613422	rougel-val=0.29400096978863727	time-elapsed=11389.21128487587	used-gpu-memory=6366
14	avg-sec-per-sent-val=0.6154603385925292	bleu-val=0.14166855894690247	chrf-val=0.3294955093869577	converged=False	decode-walltime-val=30.773016929626465	diverged=False	epoch=16	gradient-norm=0.9280321535681066	learning-rate=0.0002	perplexity-train=6.480743645302291	perplexity-val=24.866102532696505	rouge1-val=0.3704093797500546	rouge2-val=0.1840749720355985	rougel-val=0.3118613573762495	time-elapsed=12262.488255023956	used-gpu-memory=6366
15	avg-sec-per-sent-val=0.8695084619522094	bleu-val=0.13217210759868145	chrf-val=0.3116344307745818	converged=False	decode-walltime-val=43.475423097610474	diverged=False	epoch=18	gradient-norm=0.7186211622856928	learning-rate=0.0002	perplexity-train=6.156858090568243	perplexity-val=27.038398949351212	rouge1-val=0.3366990330647897	rouge2-val=0.16281173963600107	rougel-val=0.2860989005656657	time-elapsed=13137.917410373688	used-gpu-memory=6366
16	avg-sec-per-sent-val=0.6882712364196777	bleu-val=0.1348741260733629	chrf-val=0.30370390268811637	converged=False	decode-walltime-val=34.41356182098389	diverged=False	epoch=19	gradient-norm=0.7302185527867017	learning-rate=0.0002	perplexity-train=6.02730644612964	perplexity-val=27.70229673431028	rouge1-val=0.35502494680719116	rouge2-val=0.17665735368773763	rougel-val=0.3058609825863652	time-elapsed=14012.045636415482	used-gpu-memory=6366
17	avg-sec-per-sent-val=0.7544531345367431	bleu-val=0.12618995748596962	chrf-val=0.3073399615700058	converged=False	decode-walltime-val=37.72265672683716	diverged=False	epoch=20	gradient-norm=1.061273459258579	learning-rate=0.00018	perplexity-train=5.856113591789033	perplexity-val=27.95287574153001	rouge1-val=0.34262413412899306	rouge2-val=0.16535221335537265	rougel-val=0.28336638311558826	time-elapsed=14893.171207427979	used-gpu-memory=6366
18	avg-sec-per-sent-val=0.7841672611236572	bleu-val=0.12497211938014476	chrf-val=0.3065681690218757	converged=False	decode-walltime-val=39.20836305618286	diverged=False	epoch=21	gradient-norm=1.0730389537945983	learning-rate=0.00018	perplexity-train=5.697360425588214	perplexity-val=28.43268146635016	rouge1-val=0.33485456521328005	rouge2-val=0.1706970479124719	rougel-val=0.28897036902283946	time-elapsed=15774.317187547684	used-gpu-memory=6366
19	avg-sec-per-sent-val=0.9491837739944458	bleu-val=0.12179201707782747	chrf-val=0.2916522733850601	converged=False	decode-walltime-val=47.45918869972229	diverged=False	epoch=23	gradient-norm=0.937337601972232	learning-rate=0.00018	perplexity-train=5.56091273959051	perplexity-val=30.71141061808108	rouge1-val=0.32858173257743645	rouge2-val=0.16870781565364262	rougel-val=0.27922987628344864	time-elapsed=16662.02669787407	used-gpu-memory=6366
20	avg-sec-per-sent-val=0.6261757326126098	bleu-val=0.1318541298191826	chrf-val=0.32004061542486645	converged=False	decode-walltime-val=31.308786630630493	diverged=False	epoch=24	gradient-norm=0.9387144294085434	learning-rate=0.00018	perplexity-train=5.390518388798506	perplexity-val=30.90276642601119	rouge1-val=0.36209118099199444	rouge2-val=0.16681092498990022	rougel-val=0.3119839303569143	time-elapsed=17545.069959402084	used-gpu-memory=6366
21	avg-sec-per-sent-val=0.7805314493179322	bleu-val=0.11911496834605581	chrf-val=0.30135042612194723	converged=False	decode-walltime-val=39.026572465896606	diverged=False	epoch=25	gradient-norm=1.0818336846334748	learning-rate=0.00018	perplexity-train=5.319390828648627	perplexity-val=31.469706187001556	rouge1-val=0.334018256165791	rouge2-val=0.15770113091582105	rougel-val=0.28278213287936865	time-elapsed=18424.80887389183	used-gpu-memory=6366
22	avg-sec-per-sent-val=0.8944228553771972	bleu-val=0.12984274163529327	chrf-val=0.29611292238021264	converged=False	decode-walltime-val=44.72114276885986	diverged=False	epoch=26	gradient-norm=0.9364920056213548	learning-rate=0.00018	perplexity-train=5.249823769465445	perplexity-val=31.765544208142547	rouge1-val=0.3439211697932332	rouge2-val=0.18768531235521702	rougel-val=0.2968782486001418	time-elapsed=19304.75580382347	used-gpu-memory=6366
23	avg-sec-per-sent-val=0.5974208831787109	bleu-val=0.12883692289841503	chrf-val=0.2998361656502734	converged=False	decode-walltime-val=29.871044158935547	diverged=False	epoch=27	gradient-norm=0.932211615808713	learning-rate=0.00018	perplexity-train=5.204462451048902	perplexity-val=31.841875046176764	rouge1-val=0.3549782398744618	rouge2-val=0.1706141713701559	rougel-val=0.3077937472995808	time-elapsed=20185.09068965912	used-gpu-memory=6366
24	avg-sec-per-sent-val=0.7901426982879639	bleu-val=0.10506066020584369	chrf-val=0.2610743268416345	converged=False	decode-walltime-val=39.50713491439819	diverged=False	epoch=29	gradient-norm=1.192442072791433	learning-rate=0.00018	perplexity-train=5.056981450036676	perplexity-val=33.84494936737082	rouge1-val=0.32809790885765694	rouge2-val=0.15463571339094961	rougel-val=0.27942061798549733	time-elapsed=21066.999308109283	used-gpu-memory=6366
25	avg-sec-per-sent-val=0.7207309627532958	bleu-val=0.1174338734538273	chrf-val=0.29939759758414725	converged=False	decode-walltime-val=36.036548137664795	diverged=False	epoch=30	gradient-norm=1.0457316911668735	learning-rate=0.000162	perplexity-train=4.913503454781	perplexity-val=34.72460648348985	rouge1-val=0.3355862819846702	rouge2-val=0.1633102165136671	rougel-val=0.28126835438647135	time-elapsed=21948.686892032623	used-gpu-memory=6366
26	avg-sec-per-sent-val=0.6924843120574952	bleu-val=0.1319015683800107	chrf-val=0.2992004549722336	converged=False	decode-walltime-val=34.624215602874756	diverged=False	epoch=31	gradient-norm=0.9586346976224123	learning-rate=0.000162	perplexity-train=4.852943037556295	perplexity-val=35.40867609034036	rouge1-val=0.3481157517284872	rouge2-val=0.17953009524437463	rougel-val=0.29286338136766615	time-elapsed=22829.207027435303	used-gpu-memory=6366
27	avg-sec-per-sent-val=0.7061582660675049	bleu-val=0.13326527824323575	chrf-val=0.2899682458693564	converged=False	decode-walltime-val=35.307913303375244	diverged=False	epoch=32	gradient-norm=0.7522860544426843	learning-rate=0.000162	perplexity-train=4.812974549526253	perplexity-val=35.993747383622036	rouge1-val=0.333729052043717	rouge2-val=0.17545593568646478	rougel-val=0.2854722854873021	time-elapsed=23708.834457159042	used-gpu-memory=6366
28	avg-sec-per-sent-val=0.630445442199707	bleu-val=0.10597819960155258	chrf-val=0.29481591283434644	converged=False	decode-walltime-val=31.52227210998535	diverged=False	epoch=33	gradient-norm=0.9468894104024089	learning-rate=0.000162	perplexity-train=4.770766166127613	perplexity-val=35.55838280098295	rouge1-val=0.3515641385143064	rouge2-val=0.17372771617664157	rougel-val=0.2983999689848449	time-elapsed=24588.505071163177	used-gpu-memory=6366
29	avg-sec-per-sent-val=0.8658499526977539	bleu-val=0.11228089027211391	chrf-val=0.2876130942637519	converged=False	decode-walltime-val=43.292497634887695	diverged=False	epoch=35	gradient-norm=1.0703270660674193	learning-rate=0.000162	perplexity-train=4.639213835134537	perplexity-val=37.42134353946414	rouge1-val=0.33770654996469834	rouge2-val=0.16191251706030868	rougel-val=0.28850117481115717	time-elapsed=25470.059490442276	used-gpu-memory=6366
30	avg-sec-per-sent-val=0.6567235374450684	bleu-val=0.11269417073912295	chrf-val=0.2805751822908555	converged=False	decode-walltime-val=32.83617687225342	diverged=False	epoch=36	gradient-norm=1.1081260010537695	learning-rate=0.000162	perplexity-train=4.611569697624079	perplexity-val=37.98506285963554	rouge1-val=0.34158963027483913	rouge2-val=0.1689606101665665	rougel-val=0.29123676924856823	time-elapsed=26349.575246095657	used-gpu-memory=6366
31	avg-sec-per-sent-val=0.842616639137268	bleu-val=0.10751046171035311	chrf-val=0.2798848663135326	converged=False	decode-walltime-val=42.1308319568634	diverged=False	epoch=37	gradient-norm=0.978619915279529	learning-rate=0.000162	perplexity-train=4.580521534380012	perplexity-val=38.70572823800029	rouge1-val=0.3279182643190468	rouge2-val=0.16489829790000607	rougel-val=0.2762831936287278	time-elapsed=27227.833775758743	used-gpu-memory=6366
32	avg-sec-per-sent-val=0.8530083894729614	bleu-val=0.12332133678753798	chrf-val=0.29534630242142573	converged=False	decode-walltime-val=42.65041947364807	diverged=False	epoch=38	gradient-norm=0.9498205079606266	learning-rate=0.000162	perplexity-train=4.5608590646185325	perplexity-val=38.26395019688664	rouge1-val=0.34437531320291037	rouge2-val=0.18558010225769092	rougel-val=0.29456485254230796	time-elapsed=28107.066405534744	used-gpu-memory=6366
33	avg-sec-per-sent-val=0.61275710105896	bleu-val=0.13841936421037004	chrf-val=0.3103944895237768	converged=False	decode-walltime-val=30.637855052947998	diverged=False	epoch=40	gradient-norm=1.2016298523244986	learning-rate=0.00014580000000000002	perplexity-train=4.464253911898778	perplexity-val=40.190997589073454	rouge1-val=0.3568065365099132	rouge2-val=0.18951267191355523	rougel-val=0.3127229575714054	time-elapsed=28990.37584924698	used-gpu-memory=6366
34	avg-sec-per-sent-val=0.8213450670242309	bleu-val=0.12898591227705775	chrf-val=0.29591132039703955	converged=False	decode-walltime-val=41.06725335121155	diverged=False	epoch=41	gradient-norm=1.0880113089491812	learning-rate=0.00014580000000000002	perplexity-train=4.355729464947395	perplexity-val=40.65213864739233	rouge1-val=0.33978654969611866	rouge2-val=0.17467317120691891	rougel-val=0.2985791156167819	time-elapsed=29870.084931373596	used-gpu-memory=6366
35	avg-sec-per-sent-val=0.5863210582733154	bleu-val=0.11403387431778425	chrf-val=0.28322824201460384	converged=False	decode-walltime-val=29.31605291366577	diverged=False	epoch=42	gradient-norm=0.7568819998109878	learning-rate=0.00014580000000000002	perplexity-train=4.3399016236435735	perplexity-val=42.2030188822854	rouge1-val=0.33698184699327405	rouge2-val=0.16574924252279216	rougel-val=0.2873706491114294	time-elapsed=30751.833342552185	used-gpu-memory=6366
36	avg-sec-per-sent-val=0.7919869565963745	bleu-val=0.12396463667129133	chrf-val=0.29852287953409173	converged=False	decode-walltime-val=39.599347829818726	diverged=False	epoch=43	gradient-norm=0.9550759193724152	learning-rate=0.00014580000000000002	perplexity-train=4.320061163319722	perplexity-val=40.57010536358322	rouge1-val=0.34737601075418	rouge2-val=0.17495370388410095	rougel-val=0.2980301929110517	time-elapsed=31631.71719813347	used-gpu-memory=6366
37	avg-sec-per-sent-val=0.6643171262741089	bleu-val=0.1127502744979683	chrf-val=0.27305423407858564	converged=False	decode-walltime-val=33.215856313705444	diverged=False	epoch=44	gradient-norm=1.1489977162743747	learning-rate=0.00014580000000000002	perplexity-train=4.29699865375182	perplexity-val=42.0524682840467	rouge1-val=0.3328513072150149	rouge2-val=0.1826504709789701	rougel-val=0.28510273266525227	time-elapsed=32511.87078666687	used-gpu-memory=6366
38	avg-sec-per-sent-val=0.7698548030853272	bleu-val=0.10999573203171753	chrf-val=0.2701832726437226	converged=False	decode-walltime-val=38.49274015426636	diverged=False	epoch=46	gradient-norm=0.7290071862203247	learning-rate=0.00014580000000000002	perplexity-train=4.241076064381061	perplexity-val=43.4112464693175	rouge1-val=0.3295826264307666	rouge2-val=0.15535722616802075	rougel-val=0.2797631726990406	time-elapsed=33393.03345370293	used-gpu-memory=6366
39	avg-sec-per-sent-val=0.8350945711135864	bleu-val=0.11023826661731605	chrf-val=0.28503677515027076	converged=False	decode-walltime-val=41.75472855567932	diverged=False	epoch=47	gradient-norm=0.7519499655432542	learning-rate=0.00014580000000000002	perplexity-train=4.18742694240616	perplexity-val=43.37664471152323	rouge1-val=0.3384517306107964	rouge2-val=0.1674129883248453	rougel-val=0.2840478052913336	time-elapsed=34272.54125213623	used-gpu-memory=6366
40	avg-sec-per-sent-val=0.7829471921920776	bleu-val=0.12558026517882817	chrf-val=0.28655744121202686	converged=True	decode-walltime-val=39.14735960960388	diverged=False	epoch=48	gradient-norm=0.9710376425720136	learning-rate=0.00014580000000000002	perplexity-train=4.185558865847899	perplexity-val=43.45532606613006	rouge1-val=0.3451182905624887	rouge2-val=0.1724394461554995	rougel-val=0.28151728533847087	time-elapsed=35152.153466939926	used-gpu-memory=6366
