| epoch,step,train_loss,train_mae,train_mse,val_loss,val_mae,val_mse | |
| 0,107,,,,14.809148788452148,2.7609269618988037,12.048223495483398 | |
| 0,107,16.671741485595703,2.9447853565216064,13.726958274841309,,, | |
| 1,215,,,,8.506717681884766,2.0229012966156006,6.483815670013428 | |
| 1,215,11.922849655151367,2.4382846355438232,9.484562873840332,,, | |
| 2,323,,,,1.2316988706588745,0.6114217042922974,0.6202771067619324 | |
| 2,323,4.776076793670654,1.3900938034057617,3.385981798171997,,, | |
| 3,431,,,,0.2761044204235077,0.20351894199848175,0.07258552312850952 | |
| 3,431,0.553385317325592,0.3407151699066162,0.21267013251781464,,, | |
| 4,539,,,,0.05492393672466278,0.049893688410520554,0.005030245054513216 | |
| 4,539,0.1263124942779541,0.1033833771944046,0.022929124534130096,,, | |
| 5,647,,,,0.008669632486999035,0.008507771417498589,0.00016186179709620774 | |
| 5,647,0.018865488469600677,0.017927147448062897,0.0009383426513522863,,, | |
| 6,755,,,,0.0029928109142929316,0.0029781849589198828,1.4626008123741485e-05 | |
| 6,755,0.004793162457644939,0.0047422368079423904,5.092522769700736e-05,,, | |
| 7,863,,,,0.001606080331839621,0.0016018024180084467,4.277897915017093e-06 | |
| 7,863,0.0017051739851012826,0.0017002974636852741,4.876378170592943e-06,,, | |
| 8,971,,,,0.0007453736034221947,0.0007444781367667019,8.954517056736222e-07 | |
| 8,971,0.0008150750654749572,0.0008139538113027811,1.1210246384507627e-06,,, | |
| 9,1079,,,,0.0002706148661673069,0.00027048634365200996,1.285163193642802e-07 | |
| 9,1079,0.00028527178801596165,0.0002851283352356404,1.4339511267280614e-07,,, | |
| 10,1187,,,,0.006376069504767656,0.006311691831797361,6.437900447053835e-05 | |
| 10,1187,0.006978677120059729,0.006898596417158842,8.00817651906982e-05,,, | |
| 11,1295,,,,0.006668667774647474,0.006599798332899809,6.886967457830906e-05 | |
| 11,1295,0.006280897185206413,0.006219337694346905,6.156269228085876e-05,,, | |
| 12,1403,,,,0.006504917982965708,0.006439351476728916,6.556654261657968e-05 | |
| 12,1403,0.006515453103929758,0.00644963514059782,6.581575144082308e-05,,, | |
| 13,1511,,,,0.0062788259238004684,0.0062176864594221115,6.114082498243079e-05 | |
| 13,1511,0.0062318723648786545,0.0061715892516076565,6.0286198277026415e-05,,, | |
| 14,1619,,,,0.005738591309636831,0.005687384866178036,5.1206046919105574e-05 | |
| 14,1619,0.005672265775501728,0.005622215569019318,5.005058119422756e-05,,, | |
| 15,1727,,,,0.00519105140119791,0.005149089265614748,4.196184818283655e-05 | |
| 15,1727,0.005175186321139336,0.005133451893925667,4.173434354015626e-05,,, | |
| 16,1835,,,,0.004659892991185188,0.004626017063856125,3.387626202311367e-05 | |
| 16,1835,0.0047172196209430695,0.00468247989192605,3.473821925581433e-05,,, | |
| 17,1943,,,,0.004232760053128004,0.004204765893518925,2.799458525259979e-05 | |
| 17,1943,0.004215733613818884,0.004187958315014839,2.7776837669080123e-05,,, | |
| 18,2051,,,,0.003723935689777136,0.0037022342439740896,2.1701695004594512e-05 | |
| 18,2051,0.003728978568688035,0.0037072019185870886,2.1776448193122633e-05,,, | |
| 19,2159,,,,0.0032297028228640556,0.003213351359590888,1.6351135855074972e-05 | |
| 19,2159,0.0032496806234121323,0.0032331175170838833,1.6564377801842056e-05,,, | |
| 20,2267,,,,0.0027799061499536037,0.0027677766047418118,1.2129563401686028e-05 | |
| 20,2267,0.002782980678603053,0.002770813414826989,1.2167722161393613e-05,,, | |
| 21,2375,,,,0.0023379698395729065,0.0023293744307011366,8.595004146627616e-06 | |
| 21,2375,0.002336532576009631,0.002327939961105585,8.592252925154753e-06,,, | |
| 22,2483,,,,0.0019110827706754208,0.0019053327850997448,5.750043328589527e-06 | |
| 22,2483,0.0019198930822312832,0.0019140822114422917,5.811604751215782e-06,,, | |
| 23,2591,,,,0.0015190233243629336,0.0015153863932937384,3.636673682194669e-06 | |
| 23,2591,0.0015247396659106016,0.00152106792666018,3.6714454836328514e-06,,, | |
| 24,2699,,,,0.0011496628867462277,0.0011475766077637672,2.0863174086116487e-06 | |
| 24,2699,0.001167187001556158,0.0011650312226265669,2.155713218598976e-06,,, | |
| 25,2807,,,,0.0008356142207048833,0.0008345110109075904,1.1031562507923809e-06 | |
| 25,2807,0.0008482509292662144,0.0008471097098663449,1.1410072602302535e-06,,, | |
| 26,2915,,,,0.0005623765173368156,0.000561876455321908,5.000764531359891e-07 | |
| 26,2915,0.000576252001337707,0.0005757237086072564,5.281466428641579e-07,,, | |
| 27,3023,,,,0.00034439723822288215,0.0003442095476202667,1.876676378742559e-07 | |
| 27,3023,0.0003572183195501566,0.00035701438901014626,2.0401165556904743e-07,,, | |
| 28,3131,,,,0.00018383367569185793,0.00018378016829956323,5.350437604079161e-08 | |
| 28,3131,0.00019478324975352734,0.00019472214626148343,6.118098383467441e-08,,, | |
| 29,3239,,,,8.67191847646609e-05,8.670729584991932e-05,1.190428289277179e-08 | |
| 29,3239,9.3415605078917e-05,9.340135147795081e-05,1.4235692624708918e-08,,, | |
| 30,3347,,,,0.006846135947853327,0.006773591041564941,7.25440404494293e-05 | |
| 30,3347,0.0063371798023581505,0.006273890845477581,6.328823656076565e-05,,, | |
| 31,3455,,,,0.005576212424784899,0.00552782230079174,4.839012763113715e-05 | |
| 31,3455,0.006042942404747009,0.0059859189204871655,5.702285125153139e-05,,, | |
| 32,3563,,,,0.005463762674480677,0.005417312029749155,4.6450171794276685e-05 | |
| 32,3563,0.005377167835831642,0.005332142114639282,4.502576484810561e-05,,, | |
| 33,3671,,,,0.005464150104671717,0.0054176864214241505,4.6463366743410006e-05 | |
| 33,3671,0.005466363858431578,0.00541981915012002,4.654345684684813e-05,,, | |
| 34,3779,,,,0.0052451868541538715,0.005202349741011858,4.2837833461817354e-05 | |
| 34,3779,0.005223370157182217,0.005180875770747662,4.249368794262409e-05,,, | |
| 35,3887,,,,0.005329993553459644,0.005285796709358692,4.419640390551649e-05 | |
| 35,3887,0.005165035370737314,0.005123485811054707,4.154648195253685e-05,,, | |
| 36,3995,,,,0.00504988431930542,0.005010155960917473,3.972899867221713e-05 | |
| 36,3995,0.005048852413892746,0.005009139887988567,3.971307523897849e-05,,, | |
| 37,4103,,,,0.004945267923176289,0.004907167516648769,3.8100984966149554e-05 | |
| 37,4103,0.0049353670328855515,0.004897411912679672,3.79545490432065e-05,,, | |
| 38,4211,,,,0.004796172026544809,0.004760318901389837,3.585322338039987e-05 | |
| 38,4211,0.00483510410413146,0.004798665177077055,3.64375882782042e-05,,, | |
| 39,4319,,,,0.004669971764087677,0.004635967314243317,3.4004671761067584e-05 | |
| 39,4319,0.004722570534795523,0.004687795415520668,3.477387144812383e-05,,, | |
| 40,4427,,,,0.004500765819102526,0.004469166975468397,3.1599287467543036e-05 | |
| 40,4427,0.004525190219283104,0.004493252374231815,3.193837983417325e-05,,, | |
| 41,4535,,,,0.0044201090931892395,0.004389628302305937,3.0481214707833715e-05 | |
| 41,4535,0.00434586638584733,0.004316391889005899,2.947463872260414e-05,,, | |
| 42,4643,,,,0.004232578910887241,0.004204615950584412,2.79624255199451e-05 | |
| 42,4643,0.004261204041540623,0.0042328559793531895,2.8348375053610653e-05,,, | |
| 43,4751,,,,0.0041779037564992905,0.004150677472352982,2.7225902158534154e-05 | |
| 43,4751,0.004074926022440195,0.004048987757414579,2.5938159524230286e-05,,, | |
| 44,4859,,,,0.004160233773291111,0.004133256617933512,2.6977681045536883e-05 | |
| 44,4859,0.003904497716575861,0.003880666568875313,2.3831671569496393e-05,,, | |
| 45,4967,,,,0.003800917649641633,0.003778359852731228,2.255765321024228e-05 | |
| 45,4967,0.0036358286160975695,0.003615145804360509,2.06813510885695e-05,,, | |
| 46,5075,,,,0.003404163056984544,0.0033860234543681145,1.8139753592549823e-05 | |
| 46,5075,0.003442088607698679,0.003423540387302637,1.8547832951298915e-05,,, | |
| 47,5183,,,,0.0032011116854846478,0.0031850645318627357,1.6047277313191444e-05 | |
| 47,5183,0.0032472433522343636,0.0032307258807122707,1.651687671255786e-05,,, | |
| 48,5291,,,,0.003057098248973489,0.003042460884898901,1.4637570529885124e-05 | |
| 48,5291,0.003049323568120599,0.003034750698134303,1.4571991414413787e-05,,, | |
| 49,5399,,,,0.0028190549928694963,0.0028065962251275778,1.245860676135635e-05 | |
| 49,5399,0.002809522906318307,0.0027971426025032997,1.2380162843328435e-05,,, | |
| 50,5507,,,,0.002626380417495966,0.002615563338622451,1.0816963367688004e-05 | |
| 50,5507,0.0026143351569771767,0.002603604458272457,1.0731555448728614e-05,,, | |
| 51,5615,,,,0.002473128493875265,0.002463529584929347,9.598926226317417e-06 | |
| 51,5615,0.002436564303934574,0.0024272429291158915,9.32130751607474e-06,,, | |
| 52,5723,,,,0.002290707780048251,0.0022824762854725122,8.23190657683881e-06 | |
| 52,5723,0.0022073001600801945,0.0021996425930410624,7.658438335056417e-06,,, | |
| 53,5831,,,,0.0020284184720367193,0.0020219541620463133,6.464424131991109e-06 | |
| 53,5831,0.0020374192390590906,0.0020308904349803925,6.528565336338943e-06,,, | |
| 54,5939,,,,0.0017940389225259423,0.0017889754381030798,5.063588560005883e-06 | |
| 54,5939,0.0017989908810704947,0.001793895848095417,5.095505002827849e-06,,, | |
| 55,6047,,,,0.0016177124343812466,0.001613592728972435,4.11987502957345e-06 | |
| 55,6047,0.0016029675025492907,0.0015989207895472646,4.046802132506855e-06,,, | |
| 56,6155,,,,0.0014412642922252417,0.001437993487343192,3.2710058803786524e-06 | |
| 56,6155,0.0014194247778505087,0.0014162497827783227,3.1749475510878256e-06,,, | |
| 57,6263,,,,0.0012495149858295918,0.0012470540823414922,2.4607436444057385e-06 | |
| 57,6263,0.0012504919432103634,0.0012480256846174598,2.466024625391583e-06,,, | |
| 58,6371,,,,0.0010863563511520624,0.001084495335817337,1.8609321159601677e-06 | |
| 58,6371,0.0010841042967513204,0.0010822494514286518,1.8547747231423273e-06,,, | |
| 59,6479,,,,0.0009332209592685103,0.000931846909224987,1.3740991562372074e-06 | |
| 59,6479,0.000929946661926806,0.0009285810519941151,1.3656506325787632e-06,,, | |
| 60,6587,,,,0.0007810818497091532,0.0007801189203746617,9.630288104744977e-07 | |
| 60,6587,0.0007843521889299154,0.0007833801209926605,9.721787819216843e-07,,, | |
| 61,6695,,,,0.000654864008538425,0.0006541868788190186,6.770910090381221e-07 | |
| 61,6695,0.0006527674850076437,0.0006520935567095876,6.738918614246359e-07,,, | |
| 62,6803,,,,0.0005302834906615317,0.0005298392497934401,4.442285614913999e-07 | |
| 62,6803,0.0005307263927534223,0.0005302808131091297,4.4578635538528033e-07,,, | |
| 63,6911,,,,0.00042199247400276363,0.0004217109817545861,2.8146268959972076e-07 | |
| 63,6911,0.00042237562593072653,0.00042209308594465256,2.8251386652300425e-07,,, | |
| 64,7019,,,,0.00032583586289547384,0.0003256680502090603,1.6781585543412803e-07 | |
| 64,7019,0.000326322769979015,0.0003261540550738573,1.6881020314940542e-07,,, | |
| 65,7127,,,,0.00024222912907134742,0.00024213636061176658,9.278183199512569e-08 | |
| 65,7127,0.0002445112622808665,0.0002444163546897471,9.489124863648613e-08,,, | |
| 66,7235,,,,0.00017322489293292165,0.00017317745368927717,4.7462386021379643e-08 | |
| 66,7235,0.00017605710308998823,0.00017600791761651635,4.924251584270678e-08,,, | |
| 67,7343,,,,0.00011987029574811459,0.00011984755838057026,2.2728801951643618e-08 | |
| 67,7343,0.000121932418551296,0.00012190884444862604,2.364106599372917e-08,,, | |
| 68,7451,,,,8.07535252533853e-05,8.074321522144601e-05,1.0315891252332676e-08 | |
| 68,7451,8.313752186950296e-05,8.312650606967509e-05,1.1003688626942676e-08,,, | |
| 69,7559,,,,5.785117537016049e-05,5.784588574897498e-05,5.294842786440768e-09 | |
| 69,7559,5.904811041546054e-05,5.9042577049694955e-05,5.540260250569418e-09,,, | |