trash-division/training_log.csv

1	epoch	train_loss	train_f1	train_acc	val_loss	val_f1	val_acc	lr	best
2	1	1.0409312975676923	0.4329540729522705	48.04254100337675	1.1043149583345566	0.4398210048675537	48.66548042704626	0.004998072590601808	best
3	2	0.9862563783744079	0.4695238769054413	52.5943680656054	0.9867177669753319	0.5062971115112305	58.397207774431976	0.00499229333433282	best
4	3	0.9462850892451784	0.49421826004981995	55.40279787747226	1.0144445673589866	0.4907984733581543	53.15494114426499	0.004982671142387316
5	4	0.910117163585685	0.514958381652832	57.832097202122526	0.8787865286946395	0.5453917980194092	62.544483985765126	0.004969220851487844	best
6	5	0.8786031692946986	0.5320333242416382	59.74282440906898	1.0686318878927787	0.4803737998008728	52.73063235696688	0.004951963201008076
7	6	0.8518873820889128	0.5481140613555908	61.51938615533044	0.7650798693964196	0.6073676347732544	68.98439638653161	0.004930924800994191	best
8	7	0.8256270786701512	0.5604796409606934	62.90249638205499	0.8796401012116773	0.5789190530776978	62.63345195729537	0.004906138091134118
9	8	0.8003699506646013	0.5742803812026978	64.3014351181862	0.9246643470014378	0.5521833896636963	60.88831097727895	0.004877641290737884
10	9	0.780536473588097	0.5827116966247559	65.25642185238785	0.8404132533719564	0.5876226425170898	65.89789214344374	0.00484547833980621
11	10	0.7604798049209087	0.595557451248169	66.54079232995659	0.9228097118810533	0.564703643321991	60.77881193539557	0.004809698831278217
12	11	0.7410275131047088	0.6043155789375305	67.35784491075735	0.7576604621266131	0.6295210123062134	69.83985765124555	0.0047703579345627035	best
13	12	0.7195374228732343	0.6127941608428955	68.07766521948867	0.9624476881507583	0.5630610585212708	61.59321105940323	0.00472751631047092
14	13	0.6997139808122973	0.6210756301879883	68.85175470332851	0.7615812296349155	0.6177672147750854	69.12127018888584	0.004681240017681994
15	14	0.6824904908837182	0.630592942237854	69.65448625180898	0.6715762626299165	0.6534035205841064	73.48754448398577	0.004631600410885231	best
16	15	0.6653590450468583	0.6379610300064087	70.39088880849012	0.694461440047988	0.6517682075500488	73.0906104571585	0.004578674030756364
17	16	0.6514209577758935	0.6478185653686523	71.27879281234925	0.7036816360785346	0.6470745801925659	71.76977826444019	0.004522542485937369
18	17	0.6330186040776395	0.6530008316040039	71.7935962373372	0.7222367905930823	0.6418735980987549	71.07856556255133	0.004463292327201863
19	18	0.6166394593717968	0.6634106040000916	72.6038651712494	0.6067476719332303	0.6886636018753052	77.49110320284697	0.004401014914000078	best
20	19	0.5973944908975692	0.6721534729003906	73.47367945007235	0.6952472055509845	0.6622275114059448	71.79715302491103	0.004335806273589214
21	20	0.5820678306183721	0.6758297681808472	73.73145803183792	0.7708474785342401	0.6217234134674072	68.74486723241172	0.004267766952966369
22	21	0.5650806297110982	0.6851130723953247	74.5741377231066	0.7461620579141478	0.6384793519973755	71.35231316725978	0.004197001863832355
23	22	0.5500074683958588	0.6915749311447144	75.099493487699	0.6420613189380593	0.672810435295105	74.9452504790583	0.00412362012082546
24	23	0.5367840825001858	0.6979560852050781	75.66102870236372	0.6252713002082977	0.6949211359024048	75.32849712565014	0.0040477348732745845	best
25	24	0.5234906795055925	0.7052106857299805	76.26025084418717	0.7471277477021352	0.6447888016700745	69.70982753900904	0.003969463130731182
26	25	0.5044557179049829	0.7132176160812378	76.91148094548963	0.6325626891507145	0.6857903003692627	75.52012044894607	0.0038889255825490052
27	26	0.4938347232885195	0.7174828052520752	77.23784973468403	0.5635758755127437	0.70375657081604	78.50396934026827	0.003806246411789872	best
28	27	0.4793313278116239	0.7242900133132935	77.87475880366618	0.5505193975847648	0.7201660871505737	78.89405967697783	0.003721553103742388	best
29	28	0.46573570758837524	0.7336312532424927	78.60437771345876	0.640248272807638	0.6859503984451294	75.13003011223651	0.003634976249348867
30	29	0.44927708754289913	0.737967312335968	78.9352689339122	0.6151526539644867	0.7065733075141907	74.69887763482069	0.00354664934384357
31	30	0.4373503708129221	0.7443608045578003	79.40409430776653	0.5578661908719627	0.7272701263427734	78.20969066520668	0.0034567085809127244	best
32	31	0.42717206794400175	0.7488712072372437	79.7779486251809	0.58909761693554	0.7034546136856079	76.88201478237066	0.003365292642693732
33	32	0.4100124511779706	0.7580570578575134	80.60630728412929	0.6458172935624336	0.6865078210830688	75.32849712565014	0.0032725424859373683
34	33	0.3993677339991451	0.763430118560791	80.9876989869754	0.47995706558097007	0.754202127456665	81.65891048453327	0.003178601124662685	best
35	34	0.3858378949555808	0.7697042226791382	81.54772672455378	0.6427663844838523	0.6931804418563843	74.28141253764029	0.0030836134096397633
36	35	0.37397055771404913	0.7764154672622681	81.9992161119151	0.6085299244000101	0.7046636343002319	77.08048179578428	0.0029877258050403205
37	36	0.3597575335889638	0.7818952798843384	82.53587795465509	0.5254679805051781	0.7415529489517212	78.89405967697783	0.002891086162600577
38	37	0.3487578573732404	0.7871347665786743	82.8999336710082	0.5125140355052995	0.748577356338501	80.1875171092253	0.002793843493644594
39	38	0.3325814358527052	0.7965956330299377	83.59035817655571	0.5408413317834649	0.7290798425674438	79.87270736381056	0.002696147739319612
40	39	0.3261546248608721	0.7988470792770386	83.75316570188133	0.5301555857539602	0.7376729249954224	80.06433068710649	0.002598149539397671
41	40	0.30964642827472305	0.8070269823074341	84.52725518572117	0.5468305750249544	0.7365171313285828	78.73665480427046	0.0024999999999999996
42	41	0.3009217412674191	0.8119726777076721	84.96140858658949	0.46898612490165015	0.7599539756774902	82.18587462359704	0.002401850460602329	best
43	42	0.28925693789887874	0.8200639486312866	85.6458031837916	0.5167866427621677	0.7465909123420715	80.83766767040788	0.0023038522606803878
44	43	0.2707157838268379	0.8313596248626709	86.46360950313556	0.5156203284349763	0.7596548199653625	80.6049822064057	0.0022061565063554063
45	44	0.2580273799019566	0.836384654045105	86.8412325132658	0.5318487190707494	0.746901273727417	80.27648508075555	0.0021089138373994237
46	45	0.2504911308580703	0.8410984873771667	87.30779667149059	0.49164087495639364	0.763725221157074	81.82315904735833	0.00201227419495968	best
47	46	0.24104372076995695	0.8451772928237915	87.64094910757356	0.5290114263981752	0.7580969333648682	80.94032302217356	0.0019163865903602372
48	47	0.22337641519549614	0.8570870161056519	88.56201760733236	0.43634469677838694	0.7913081049919128	85.10128661374213	0.0018213988753373142	best
49	48	0.2128122905210861	0.8645581603050232	89.1152616980222	0.43183545479456625	0.7972898483276367	85.49137695045168	0.001727457514062632	best
50	49	0.2003101470318182	0.8717849254608154	89.69187168355042	0.4289672785945178	0.806715726852417	85.7993430057487	0.0016347073573062686	best
51	50	0.1888495338707803	0.8796613216400146	90.34687047756874	0.4568697272132202	0.7956517338752747	84.64275937585546	0.0015432914190872762
52	51	0.1756466486088274	0.886497437953949	90.97096599131693	0.4541556305781541	0.7938134670257568	84.45113605255953	0.001453350656156431
53	52	0.16742963044469736	0.8907681703567505	91.3101483357453	0.4230425570913775	0.8147625923156738	86.100465370928	0.0013650237506511336	best
54	53	0.15311133117022804	0.9007841944694519	92.11212614568258	0.4146759752586969	0.8208259344100952	86.83274021352314	0.0012784468962576128	best
55	54	0.1423091164071722	0.9078108668327332	92.6714001447178	0.4709351422719488	0.8029968738555908	85.71721872433616	0.0011937535882101285
56	55	0.13160189816137902	0.9135022163391113	93.10932223830197	0.40829240685941226	0.8264325857162476	87.42814125376403	0.0011110744174509947	best
57	56	0.12707359487800943	0.9174070358276367	93.4409671972986	0.42565728100299705	0.8230471611022949	87.65398302764851	0.0010305368692688178
58	57	0.11291898237482914	0.925153374671936	94.10953328509407	0.43774206922898184	0.8247347474098206	87.5376402956474	0.0009522651267254161
59	58	0.10370979833767516	0.9329074025154114	94.62584418716835	0.4068256767521223	0.8333848118782043	88.05091705447578	0.0008763798791745416	best
60	59	0.0946220946482491	0.9380815029144287	95.09768451519537	0.41103389083751746	0.8357677459716797	88.4889132220093	0.0008029981361676465	best
61	60	0.08804238645213414	0.9423004388809204	95.45194163048721	0.4207381762007377	0.8308929204940796	88.17410347659458	0.0007322330470336316
62	61	0.07913849578165794	0.9495129585266113	95.9916184273999	0.4083157278823748	0.8420299291610718	89.00218998083767	0.0006641937264107861	best
63	62	0.06981624146470565	0.9559226036071777	96.49662325132658	0.41332166066585485	0.843511700630188	88.98850260060225	0.0005989850859999229	best
64	63	0.06394793773276639	0.9602090120315552	96.79811866859623	0.41052334102789995	0.8489691019058228	89.35121817684096	0.0005367076727981376	best
65	64	0.057007493751794744	0.9636315107345581	97.11016642547034	0.3970402057488879	0.8546013832092285	90.04927456884752	0.00047745751406263185	best
66	65	0.05285091761448427	0.967146635055542	97.40035576459238	0.4247235585867853	0.8433754444122314	89.34437448672324	0.0004213259692436376
67	66	0.04614944799553407	0.9710246324539185	97.6912988422576	0.4035414461747053	0.8538572788238525	89.85080755543389	0.00036839958911476966
68	67	0.042909558690492254	0.9727644920349121	97.8428002894356	0.41578795896298	0.8530543446540833	89.91924445661101	0.0003187599823180077
69	68	0.03640206224887977	0.9769999980926514	98.15710926193921	0.42073161891477256	0.8551151156425476	89.94661921708185	0.0002724836895290806	best
70	69	0.034432517173010414	0.9790080785751343	98.34328268210324	0.4133664407223553	0.8576940298080444	90.28880372296743	0.00022964206543729668	best
71	70	0.030669637766023813	0.9817556142807007	98.5249336710082	0.418308269951463	0.8569411039352417	90.12455516014235	0.00019030116872178321
72	71	0.028112305183924133	0.9827903509140015	98.606337433671	0.4151474575991667	0.8596312999725342	90.37092800437996	0.00015452166019378966	best
73	72	0.024704152367817256	0.9853801727294922	98.81135431741437	0.4153705465811558	0.8635820746421814	90.68573774979468	0.0001223587092621162	best
74	73	0.024846541488804174	0.9855506420135498	98.8369814278823	0.4177400436290088	0.8632140159606934	90.59676977826444	9.38619088658821e-05
75	74	0.022639600746625622	0.9868491888046265	98.94702725518572	0.41732572613841307	0.8648342490196228	90.78154941144265	6.907519900580863e-05	best
76	75	0.02120214593173326	0.9878177642822266	99.0231548480463	0.4163925825270714	0.866214394569397	90.89789214344374	4.803679899192394e-05	best
77	76	0.019741657997631577	0.9883521795272827	99.06385672937772	0.42005763620917286	0.8647006750106812	90.82945524226663	3.077914851215586e-05
78	77	0.019116416042495393	0.9889511466026306	99.10003617945007	0.4159400745789841	0.8657370805740356	90.84998631261976	1.7328857612684272e-05
79	78	0.019259902796210714	0.9888157844543457	99.0962674867342	0.4192042892654481	0.8641382455825806	90.69942513003011	7.706665667180091e-06
80	79	0.01933925595445387	0.9887675046920776	99.0759165460685	0.4180937778044573	0.8662786483764648	90.84998631261976	1.9274093981927482e-06	best
81	80	0.01922732148408437	0.9889604449272156	99.10078991799324	0.41794140280912484	0.864332914352417	90.82261155214891	0.0