RALL_RGBCROP_Aug16F-WD001 / trainer_state.json
TanAlexanderlz's picture
Model save
1f95ce7 verified
{
"best_global_step": 1445,
"best_metric": 0.8139059304703476,
"best_model_checkpoint": "RALL_RGBCROP_Aug16F-WD001/checkpoint-1445",
"epoch": 8.083477758521086,
"eval_steps": 500,
"global_step": 2601,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0028885037550548816,
"grad_norm": 5.302567481994629,
"learning_rate": 1.2968299711815564e-07,
"loss": 0.7184,
"step": 10
},
{
"epoch": 0.005777007510109763,
"grad_norm": 6.957106113433838,
"learning_rate": 2.7377521613832854e-07,
"loss": 0.7586,
"step": 20
},
{
"epoch": 0.008665511265164644,
"grad_norm": 4.999588966369629,
"learning_rate": 4.1786743515850145e-07,
"loss": 0.695,
"step": 30
},
{
"epoch": 0.011554015020219527,
"grad_norm": 6.24959135055542,
"learning_rate": 5.619596541786745e-07,
"loss": 0.6835,
"step": 40
},
{
"epoch": 0.014442518775274409,
"grad_norm": 5.431220531463623,
"learning_rate": 7.060518731988474e-07,
"loss": 0.7258,
"step": 50
},
{
"epoch": 0.01733102253032929,
"grad_norm": 4.120445251464844,
"learning_rate": 8.501440922190203e-07,
"loss": 0.6909,
"step": 60
},
{
"epoch": 0.020219526285384173,
"grad_norm": 6.550514221191406,
"learning_rate": 9.94236311239193e-07,
"loss": 0.7431,
"step": 70
},
{
"epoch": 0.023108030040439053,
"grad_norm": 5.101905822753906,
"learning_rate": 1.138328530259366e-06,
"loss": 0.7267,
"step": 80
},
{
"epoch": 0.025996533795493933,
"grad_norm": 4.306721210479736,
"learning_rate": 1.282420749279539e-06,
"loss": 0.7244,
"step": 90
},
{
"epoch": 0.028885037550548817,
"grad_norm": 4.6065449714660645,
"learning_rate": 1.426512968299712e-06,
"loss": 0.7197,
"step": 100
},
{
"epoch": 0.0317735413056037,
"grad_norm": 5.6030964851379395,
"learning_rate": 1.5706051873198849e-06,
"loss": 0.656,
"step": 110
},
{
"epoch": 0.03466204506065858,
"grad_norm": 4.630875110626221,
"learning_rate": 1.7146974063400579e-06,
"loss": 0.7084,
"step": 120
},
{
"epoch": 0.03755054881571346,
"grad_norm": 5.320244789123535,
"learning_rate": 1.8587896253602309e-06,
"loss": 0.6829,
"step": 130
},
{
"epoch": 0.040439052570768345,
"grad_norm": 5.340140342712402,
"learning_rate": 2.0028818443804035e-06,
"loss": 0.6657,
"step": 140
},
{
"epoch": 0.043327556325823226,
"grad_norm": 4.635012149810791,
"learning_rate": 2.1469740634005763e-06,
"loss": 0.6698,
"step": 150
},
{
"epoch": 0.046216060080878106,
"grad_norm": 4.354490756988525,
"learning_rate": 2.2910662824207495e-06,
"loss": 0.6411,
"step": 160
},
{
"epoch": 0.049104563835932986,
"grad_norm": 4.6339192390441895,
"learning_rate": 2.4351585014409223e-06,
"loss": 0.6056,
"step": 170
},
{
"epoch": 0.05199306759098787,
"grad_norm": 5.349210739135742,
"learning_rate": 2.579250720461095e-06,
"loss": 0.6501,
"step": 180
},
{
"epoch": 0.05488157134604275,
"grad_norm": 4.616723537445068,
"learning_rate": 2.7233429394812683e-06,
"loss": 0.5882,
"step": 190
},
{
"epoch": 0.057770075101097634,
"grad_norm": 4.99802303314209,
"learning_rate": 2.867435158501441e-06,
"loss": 0.5804,
"step": 200
},
{
"epoch": 0.060658578856152515,
"grad_norm": 5.823806285858154,
"learning_rate": 3.0115273775216143e-06,
"loss": 0.6305,
"step": 210
},
{
"epoch": 0.0635470826112074,
"grad_norm": 6.0993781089782715,
"learning_rate": 3.1556195965417867e-06,
"loss": 0.5662,
"step": 220
},
{
"epoch": 0.06643558636626228,
"grad_norm": 5.885171890258789,
"learning_rate": 3.29971181556196e-06,
"loss": 0.5734,
"step": 230
},
{
"epoch": 0.06932409012131716,
"grad_norm": 4.648609638214111,
"learning_rate": 3.4438040345821327e-06,
"loss": 0.5429,
"step": 240
},
{
"epoch": 0.07221259387637204,
"grad_norm": 6.03137731552124,
"learning_rate": 3.587896253602306e-06,
"loss": 0.4988,
"step": 250
},
{
"epoch": 0.07510109763142692,
"grad_norm": 5.2586989402771,
"learning_rate": 3.7319884726224787e-06,
"loss": 0.5157,
"step": 260
},
{
"epoch": 0.0779896013864818,
"grad_norm": 5.4461140632629395,
"learning_rate": 3.876080691642652e-06,
"loss": 0.4589,
"step": 270
},
{
"epoch": 0.08087810514153669,
"grad_norm": 4.95507287979126,
"learning_rate": 4.020172910662825e-06,
"loss": 0.4792,
"step": 280
},
{
"epoch": 0.08347775852108608,
"eval_accuracy": 0.7157464212678937,
"eval_loss": 0.5589777231216431,
"eval_runtime": 67.5425,
"eval_samples_per_second": 7.24,
"eval_steps_per_second": 0.918,
"step": 289
},
{
"epoch": 1.0002888503755054,
"grad_norm": 8.520320892333984,
"learning_rate": 4.1642651296829975e-06,
"loss": 0.4655,
"step": 290
},
{
"epoch": 1.0031773541305604,
"grad_norm": 8.880334854125977,
"learning_rate": 4.30835734870317e-06,
"loss": 0.4589,
"step": 300
},
{
"epoch": 1.0060658578856152,
"grad_norm": 5.965415954589844,
"learning_rate": 4.452449567723343e-06,
"loss": 0.4373,
"step": 310
},
{
"epoch": 1.0089543616406702,
"grad_norm": 7.1385602951049805,
"learning_rate": 4.596541786743517e-06,
"loss": 0.4358,
"step": 320
},
{
"epoch": 1.011842865395725,
"grad_norm": 5.977208614349365,
"learning_rate": 4.740634005763689e-06,
"loss": 0.3755,
"step": 330
},
{
"epoch": 1.01473136915078,
"grad_norm": 3.8900434970855713,
"learning_rate": 4.884726224783862e-06,
"loss": 0.3756,
"step": 340
},
{
"epoch": 1.0176198729058348,
"grad_norm": 11.794221878051758,
"learning_rate": 4.996789727126807e-06,
"loss": 0.3363,
"step": 350
},
{
"epoch": 1.0205083766608896,
"grad_norm": 6.779726982116699,
"learning_rate": 4.980738362760835e-06,
"loss": 0.3522,
"step": 360
},
{
"epoch": 1.0233968804159446,
"grad_norm": 3.1879703998565674,
"learning_rate": 4.9646869983948645e-06,
"loss": 0.3296,
"step": 370
},
{
"epoch": 1.0262853841709993,
"grad_norm": 10.850168228149414,
"learning_rate": 4.948635634028893e-06,
"loss": 0.344,
"step": 380
},
{
"epoch": 1.0291738879260544,
"grad_norm": 7.838939666748047,
"learning_rate": 4.9325842696629215e-06,
"loss": 0.3328,
"step": 390
},
{
"epoch": 1.0320623916811091,
"grad_norm": 4.140768527984619,
"learning_rate": 4.916532905296951e-06,
"loss": 0.2825,
"step": 400
},
{
"epoch": 1.0349508954361641,
"grad_norm": 13.219120979309082,
"learning_rate": 4.90048154093098e-06,
"loss": 0.2849,
"step": 410
},
{
"epoch": 1.037839399191219,
"grad_norm": 9.75869083404541,
"learning_rate": 4.884430176565008e-06,
"loss": 0.2791,
"step": 420
},
{
"epoch": 1.040727902946274,
"grad_norm": 12.4995756149292,
"learning_rate": 4.868378812199037e-06,
"loss": 0.2865,
"step": 430
},
{
"epoch": 1.0436164067013287,
"grad_norm": 2.0662763118743896,
"learning_rate": 4.8523274478330665e-06,
"loss": 0.2121,
"step": 440
},
{
"epoch": 1.0465049104563835,
"grad_norm": 8.064370155334473,
"learning_rate": 4.836276083467095e-06,
"loss": 0.3064,
"step": 450
},
{
"epoch": 1.0493934142114385,
"grad_norm": 2.636781930923462,
"learning_rate": 4.820224719101124e-06,
"loss": 0.1826,
"step": 460
},
{
"epoch": 1.0522819179664933,
"grad_norm": 9.863945960998535,
"learning_rate": 4.804173354735153e-06,
"loss": 0.2448,
"step": 470
},
{
"epoch": 1.0551704217215483,
"grad_norm": 6.096480846405029,
"learning_rate": 4.788121990369181e-06,
"loss": 0.2191,
"step": 480
},
{
"epoch": 1.058058925476603,
"grad_norm": 6.044295310974121,
"learning_rate": 4.772070626003211e-06,
"loss": 0.3196,
"step": 490
},
{
"epoch": 1.060947429231658,
"grad_norm": 5.9240803718566895,
"learning_rate": 4.75601926163724e-06,
"loss": 0.2525,
"step": 500
},
{
"epoch": 1.0638359329867129,
"grad_norm": 3.8338232040405273,
"learning_rate": 4.7399678972712685e-06,
"loss": 0.1739,
"step": 510
},
{
"epoch": 1.0667244367417679,
"grad_norm": 13.795681953430176,
"learning_rate": 4.723916532905297e-06,
"loss": 0.2939,
"step": 520
},
{
"epoch": 1.0696129404968227,
"grad_norm": 4.1247663497924805,
"learning_rate": 4.707865168539326e-06,
"loss": 0.1571,
"step": 530
},
{
"epoch": 1.0725014442518774,
"grad_norm": 8.093220710754395,
"learning_rate": 4.691813804173355e-06,
"loss": 0.1902,
"step": 540
},
{
"epoch": 1.0753899480069324,
"grad_norm": 6.401426315307617,
"learning_rate": 4.675762439807384e-06,
"loss": 0.2347,
"step": 550
},
{
"epoch": 1.0782784517619872,
"grad_norm": 4.840950012207031,
"learning_rate": 4.659711075441413e-06,
"loss": 0.1322,
"step": 560
},
{
"epoch": 1.0811669555170422,
"grad_norm": 10.177003860473633,
"learning_rate": 4.643659711075442e-06,
"loss": 0.2392,
"step": 570
},
{
"epoch": 1.0834777585210862,
"eval_accuracy": 0.7955010224948875,
"eval_loss": 0.5009445548057556,
"eval_runtime": 67.0386,
"eval_samples_per_second": 7.294,
"eval_steps_per_second": 0.925,
"step": 578
},
{
"epoch": 2.000577700751011,
"grad_norm": 5.978249549865723,
"learning_rate": 4.6276083467094705e-06,
"loss": 0.1546,
"step": 580
},
{
"epoch": 2.003466204506066,
"grad_norm": 7.84554386138916,
"learning_rate": 4.6115569823435e-06,
"loss": 0.1298,
"step": 590
},
{
"epoch": 2.006354708261121,
"grad_norm": 16.169857025146484,
"learning_rate": 4.595505617977528e-06,
"loss": 0.2104,
"step": 600
},
{
"epoch": 2.009243212016176,
"grad_norm": 7.568899154663086,
"learning_rate": 4.579454253611557e-06,
"loss": 0.1345,
"step": 610
},
{
"epoch": 2.0121317157712304,
"grad_norm": 1.727231740951538,
"learning_rate": 4.563402889245586e-06,
"loss": 0.128,
"step": 620
},
{
"epoch": 2.0150202195262854,
"grad_norm": 8.80377197265625,
"learning_rate": 4.5473515248796155e-06,
"loss": 0.123,
"step": 630
},
{
"epoch": 2.0179087232813404,
"grad_norm": 12.737110137939453,
"learning_rate": 4.531300160513644e-06,
"loss": 0.0714,
"step": 640
},
{
"epoch": 2.020797227036395,
"grad_norm": 1.612018346786499,
"learning_rate": 4.515248796147673e-06,
"loss": 0.1137,
"step": 650
},
{
"epoch": 2.02368573079145,
"grad_norm": 3.954007625579834,
"learning_rate": 4.499197431781702e-06,
"loss": 0.1542,
"step": 660
},
{
"epoch": 2.026574234546505,
"grad_norm": 12.517119407653809,
"learning_rate": 4.48314606741573e-06,
"loss": 0.1664,
"step": 670
},
{
"epoch": 2.02946273830156,
"grad_norm": 10.5608549118042,
"learning_rate": 4.46709470304976e-06,
"loss": 0.1145,
"step": 680
},
{
"epoch": 2.0323512420566145,
"grad_norm": 0.9301741123199463,
"learning_rate": 4.451043338683789e-06,
"loss": 0.0606,
"step": 690
},
{
"epoch": 2.0352397458116696,
"grad_norm": 6.918083667755127,
"learning_rate": 4.4349919743178176e-06,
"loss": 0.08,
"step": 700
},
{
"epoch": 2.0381282495667246,
"grad_norm": 12.93762493133545,
"learning_rate": 4.418940609951846e-06,
"loss": 0.0869,
"step": 710
},
{
"epoch": 2.041016753321779,
"grad_norm": 0.3353147506713867,
"learning_rate": 4.402889245585875e-06,
"loss": 0.0313,
"step": 720
},
{
"epoch": 2.043905257076834,
"grad_norm": 0.9309785962104797,
"learning_rate": 4.386837881219904e-06,
"loss": 0.1997,
"step": 730
},
{
"epoch": 2.046793760831889,
"grad_norm": 4.111329078674316,
"learning_rate": 4.370786516853933e-06,
"loss": 0.1582,
"step": 740
},
{
"epoch": 2.049682264586944,
"grad_norm": 1.4403131008148193,
"learning_rate": 4.354735152487962e-06,
"loss": 0.0591,
"step": 750
},
{
"epoch": 2.0525707683419987,
"grad_norm": 11.65287971496582,
"learning_rate": 4.33868378812199e-06,
"loss": 0.0663,
"step": 760
},
{
"epoch": 2.0554592720970537,
"grad_norm": 5.396105766296387,
"learning_rate": 4.32263242375602e-06,
"loss": 0.0932,
"step": 770
},
{
"epoch": 2.0583477758521087,
"grad_norm": 31.526716232299805,
"learning_rate": 4.306581059390049e-06,
"loss": 0.1193,
"step": 780
},
{
"epoch": 2.0612362796071633,
"grad_norm": 0.1906011402606964,
"learning_rate": 4.290529695024077e-06,
"loss": 0.0971,
"step": 790
},
{
"epoch": 2.0641247833622183,
"grad_norm": 0.8602182865142822,
"learning_rate": 4.274478330658106e-06,
"loss": 0.0882,
"step": 800
},
{
"epoch": 2.0670132871172733,
"grad_norm": 6.391236305236816,
"learning_rate": 4.258426966292135e-06,
"loss": 0.2185,
"step": 810
},
{
"epoch": 2.0699017908723283,
"grad_norm": 25.014951705932617,
"learning_rate": 4.242375601926164e-06,
"loss": 0.0601,
"step": 820
},
{
"epoch": 2.072790294627383,
"grad_norm": 6.7296247482299805,
"learning_rate": 4.226324237560193e-06,
"loss": 0.0896,
"step": 830
},
{
"epoch": 2.075678798382438,
"grad_norm": 6.794140815734863,
"learning_rate": 4.210272873194222e-06,
"loss": 0.1055,
"step": 840
},
{
"epoch": 2.078567302137493,
"grad_norm": 0.9049288630485535,
"learning_rate": 4.194221508828251e-06,
"loss": 0.0245,
"step": 850
},
{
"epoch": 2.081455805892548,
"grad_norm": 11.116994857788086,
"learning_rate": 4.1781701444622794e-06,
"loss": 0.0414,
"step": 860
},
{
"epoch": 2.083477758521086,
"eval_accuracy": 0.8016359918200409,
"eval_loss": 0.6814729571342468,
"eval_runtime": 61.2995,
"eval_samples_per_second": 7.977,
"eval_steps_per_second": 1.011,
"step": 867
},
{
"epoch": 3.0008665511265167,
"grad_norm": 6.378897666931152,
"learning_rate": 4.162118780096309e-06,
"loss": 0.1386,
"step": 870
},
{
"epoch": 3.0037550548815712,
"grad_norm": 0.5761991143226624,
"learning_rate": 4.146067415730337e-06,
"loss": 0.0811,
"step": 880
},
{
"epoch": 3.0066435586366262,
"grad_norm": 3.8463475704193115,
"learning_rate": 4.130016051364366e-06,
"loss": 0.0074,
"step": 890
},
{
"epoch": 3.0095320623916813,
"grad_norm": 4.725830078125,
"learning_rate": 4.113964686998395e-06,
"loss": 0.0338,
"step": 900
},
{
"epoch": 3.012420566146736,
"grad_norm": 15.801431655883789,
"learning_rate": 4.0979133226324245e-06,
"loss": 0.076,
"step": 910
},
{
"epoch": 3.015309069901791,
"grad_norm": 3.2666287422180176,
"learning_rate": 4.081861958266453e-06,
"loss": 0.0165,
"step": 920
},
{
"epoch": 3.018197573656846,
"grad_norm": 0.23704250156879425,
"learning_rate": 4.0658105939004815e-06,
"loss": 0.0655,
"step": 930
},
{
"epoch": 3.021086077411901,
"grad_norm": 0.14014659821987152,
"learning_rate": 4.049759229534511e-06,
"loss": 0.0395,
"step": 940
},
{
"epoch": 3.0239745811669554,
"grad_norm": 0.4789138436317444,
"learning_rate": 4.033707865168539e-06,
"loss": 0.016,
"step": 950
},
{
"epoch": 3.0268630849220104,
"grad_norm": 0.08817695081233978,
"learning_rate": 4.017656500802569e-06,
"loss": 0.0169,
"step": 960
},
{
"epoch": 3.0297515886770654,
"grad_norm": 1.1655572652816772,
"learning_rate": 4.001605136436598e-06,
"loss": 0.0705,
"step": 970
},
{
"epoch": 3.03264009243212,
"grad_norm": 1.2523001432418823,
"learning_rate": 3.9855537720706265e-06,
"loss": 0.0077,
"step": 980
},
{
"epoch": 3.035528596187175,
"grad_norm": 0.08337568491697311,
"learning_rate": 3.969502407704655e-06,
"loss": 0.0053,
"step": 990
},
{
"epoch": 3.03841709994223,
"grad_norm": 0.1509549468755722,
"learning_rate": 3.953451043338684e-06,
"loss": 0.0418,
"step": 1000
},
{
"epoch": 3.041305603697285,
"grad_norm": 0.20127534866333008,
"learning_rate": 3.937399678972713e-06,
"loss": 0.0123,
"step": 1010
},
{
"epoch": 3.0441941074523395,
"grad_norm": 0.7579932808876038,
"learning_rate": 3.921348314606742e-06,
"loss": 0.025,
"step": 1020
},
{
"epoch": 3.0470826112073945,
"grad_norm": 0.09110520780086517,
"learning_rate": 3.905296950240771e-06,
"loss": 0.0108,
"step": 1030
},
{
"epoch": 3.0499711149624495,
"grad_norm": 1.204427719116211,
"learning_rate": 3.8892455858748e-06,
"loss": 0.0165,
"step": 1040
},
{
"epoch": 3.0528596187175046,
"grad_norm": 0.6164229512214661,
"learning_rate": 3.8731942215088285e-06,
"loss": 0.0018,
"step": 1050
},
{
"epoch": 3.055748122472559,
"grad_norm": 0.09581731259822845,
"learning_rate": 3.857142857142858e-06,
"loss": 0.0659,
"step": 1060
},
{
"epoch": 3.058636626227614,
"grad_norm": 0.09253386408090591,
"learning_rate": 3.841091492776886e-06,
"loss": 0.0227,
"step": 1070
},
{
"epoch": 3.061525129982669,
"grad_norm": 0.06041618436574936,
"learning_rate": 3.825040128410915e-06,
"loss": 0.0343,
"step": 1080
},
{
"epoch": 3.0644136337377237,
"grad_norm": 0.0652775913476944,
"learning_rate": 3.808988764044944e-06,
"loss": 0.0233,
"step": 1090
},
{
"epoch": 3.0673021374927787,
"grad_norm": 1.747198462486267,
"learning_rate": 3.792937399678973e-06,
"loss": 0.0054,
"step": 1100
},
{
"epoch": 3.0701906412478337,
"grad_norm": 0.5364682078361511,
"learning_rate": 3.776886035313002e-06,
"loss": 0.0353,
"step": 1110
},
{
"epoch": 3.0730791450028887,
"grad_norm": 0.12140754610300064,
"learning_rate": 3.7608346709470305e-06,
"loss": 0.0116,
"step": 1120
},
{
"epoch": 3.0759676487579433,
"grad_norm": 0.045340485870838165,
"learning_rate": 3.7447833065810594e-06,
"loss": 0.0031,
"step": 1130
},
{
"epoch": 3.0788561525129983,
"grad_norm": 0.05959215760231018,
"learning_rate": 3.7287319422150888e-06,
"loss": 0.0078,
"step": 1140
},
{
"epoch": 3.0817446562680533,
"grad_norm": 0.2539525628089905,
"learning_rate": 3.7126805778491177e-06,
"loss": 0.0484,
"step": 1150
},
{
"epoch": 3.083477758521086,
"eval_accuracy": 0.8016359918200409,
"eval_loss": 0.8760994672775269,
"eval_runtime": 64.4473,
"eval_samples_per_second": 7.588,
"eval_steps_per_second": 0.962,
"step": 1156
},
{
"epoch": 4.001155401502022,
"grad_norm": 0.27617499232292175,
"learning_rate": 3.6966292134831466e-06,
"loss": 0.0164,
"step": 1160
},
{
"epoch": 4.004043905257077,
"grad_norm": 0.09850801527500153,
"learning_rate": 3.680577849117175e-06,
"loss": 0.0043,
"step": 1170
},
{
"epoch": 4.006932409012132,
"grad_norm": 8.809159278869629,
"learning_rate": 3.664526484751204e-06,
"loss": 0.0105,
"step": 1180
},
{
"epoch": 4.009820912767187,
"grad_norm": 0.16609108448028564,
"learning_rate": 3.648475120385233e-06,
"loss": 0.0015,
"step": 1190
},
{
"epoch": 4.012709416522242,
"grad_norm": 0.061846837401390076,
"learning_rate": 3.6324237560192623e-06,
"loss": 0.021,
"step": 1200
},
{
"epoch": 4.015597920277297,
"grad_norm": 0.07643674314022064,
"learning_rate": 3.6163723916532904e-06,
"loss": 0.0021,
"step": 1210
},
{
"epoch": 4.018486424032352,
"grad_norm": 0.24589237570762634,
"learning_rate": 3.6003210272873197e-06,
"loss": 0.0032,
"step": 1220
},
{
"epoch": 4.021374927787406,
"grad_norm": 0.12212871015071869,
"learning_rate": 3.5842696629213486e-06,
"loss": 0.0018,
"step": 1230
},
{
"epoch": 4.024263431542461,
"grad_norm": 0.05846753343939781,
"learning_rate": 3.5682182985553776e-06,
"loss": 0.0021,
"step": 1240
},
{
"epoch": 4.027151935297516,
"grad_norm": 0.05186119303107262,
"learning_rate": 3.5521669341894065e-06,
"loss": 0.0023,
"step": 1250
},
{
"epoch": 4.030040439052571,
"grad_norm": 0.060669466853141785,
"learning_rate": 3.536115569823435e-06,
"loss": 0.0609,
"step": 1260
},
{
"epoch": 4.032928942807626,
"grad_norm": 0.18004949390888214,
"learning_rate": 3.520064205457464e-06,
"loss": 0.0009,
"step": 1270
},
{
"epoch": 4.035817446562681,
"grad_norm": 0.8595585823059082,
"learning_rate": 3.5040128410914932e-06,
"loss": 0.0014,
"step": 1280
},
{
"epoch": 4.038705950317736,
"grad_norm": 0.02049427106976509,
"learning_rate": 3.487961476725522e-06,
"loss": 0.0359,
"step": 1290
},
{
"epoch": 4.04159445407279,
"grad_norm": 0.1333732008934021,
"learning_rate": 3.471910112359551e-06,
"loss": 0.001,
"step": 1300
},
{
"epoch": 4.044482957827845,
"grad_norm": 0.19866865873336792,
"learning_rate": 3.4558587479935796e-06,
"loss": 0.0015,
"step": 1310
},
{
"epoch": 4.0473714615829,
"grad_norm": 0.13261398673057556,
"learning_rate": 3.4398073836276085e-06,
"loss": 0.0009,
"step": 1320
},
{
"epoch": 4.050259965337955,
"grad_norm": 0.041597481817007065,
"learning_rate": 3.4237560192616374e-06,
"loss": 0.0007,
"step": 1330
},
{
"epoch": 4.05314846909301,
"grad_norm": 0.05136357620358467,
"learning_rate": 3.4077046548956668e-06,
"loss": 0.0014,
"step": 1340
},
{
"epoch": 4.056036972848065,
"grad_norm": 0.01516722422093153,
"learning_rate": 3.391653290529695e-06,
"loss": 0.0021,
"step": 1350
},
{
"epoch": 4.05892547660312,
"grad_norm": 0.10922623425722122,
"learning_rate": 3.375601926163724e-06,
"loss": 0.0018,
"step": 1360
},
{
"epoch": 4.061813980358174,
"grad_norm": 0.033754732459783554,
"learning_rate": 3.359550561797753e-06,
"loss": 0.0008,
"step": 1370
},
{
"epoch": 4.064702484113229,
"grad_norm": 0.025863097980618477,
"learning_rate": 3.343499197431782e-06,
"loss": 0.0064,
"step": 1380
},
{
"epoch": 4.067590987868284,
"grad_norm": 0.7977182865142822,
"learning_rate": 3.327447833065811e-06,
"loss": 0.0113,
"step": 1390
},
{
"epoch": 4.070479491623339,
"grad_norm": 0.10724899172782898,
"learning_rate": 3.3113964686998394e-06,
"loss": 0.0009,
"step": 1400
},
{
"epoch": 4.073367995378394,
"grad_norm": 0.06613096594810486,
"learning_rate": 3.2953451043338684e-06,
"loss": 0.0014,
"step": 1410
},
{
"epoch": 4.076256499133449,
"grad_norm": 0.166402205824852,
"learning_rate": 3.2792937399678977e-06,
"loss": 0.0017,
"step": 1420
},
{
"epoch": 4.079145002888504,
"grad_norm": 0.032608021050691605,
"learning_rate": 3.2632423756019266e-06,
"loss": 0.037,
"step": 1430
},
{
"epoch": 4.082033506643558,
"grad_norm": 0.21126851439476013,
"learning_rate": 3.2471910112359555e-06,
"loss": 0.0032,
"step": 1440
},
{
"epoch": 4.083477758521086,
"eval_accuracy": 0.8139059304703476,
"eval_loss": 0.9753301739692688,
"eval_runtime": 64.1258,
"eval_samples_per_second": 7.626,
"eval_steps_per_second": 0.967,
"step": 1445
},
{
"epoch": 5.001444251877527,
"grad_norm": 0.030852673575282097,
"learning_rate": 3.231139646869984e-06,
"loss": 0.0006,
"step": 1450
},
{
"epoch": 5.004332755632582,
"grad_norm": 0.12117096781730652,
"learning_rate": 3.215088282504013e-06,
"loss": 0.0007,
"step": 1460
},
{
"epoch": 5.007221259387637,
"grad_norm": 0.19616347551345825,
"learning_rate": 3.199036918138042e-06,
"loss": 0.0024,
"step": 1470
},
{
"epoch": 5.010109763142692,
"grad_norm": 0.05154794454574585,
"learning_rate": 3.1829855537720712e-06,
"loss": 0.0084,
"step": 1480
},
{
"epoch": 5.012998266897747,
"grad_norm": 0.01491555105894804,
"learning_rate": 3.1669341894060997e-06,
"loss": 0.0008,
"step": 1490
},
{
"epoch": 5.015886770652802,
"grad_norm": 0.6864179968833923,
"learning_rate": 3.1508828250401286e-06,
"loss": 0.0007,
"step": 1500
},
{
"epoch": 5.018775274407857,
"grad_norm": 1.6264543533325195,
"learning_rate": 3.1348314606741576e-06,
"loss": 0.0187,
"step": 1510
},
{
"epoch": 5.021663778162911,
"grad_norm": 0.017343902960419655,
"learning_rate": 3.1187800963081865e-06,
"loss": 0.0011,
"step": 1520
},
{
"epoch": 5.024552281917966,
"grad_norm": 0.11245548725128174,
"learning_rate": 3.1027287319422154e-06,
"loss": 0.0016,
"step": 1530
},
{
"epoch": 5.027440785673021,
"grad_norm": 0.038954492658376694,
"learning_rate": 3.086677367576244e-06,
"loss": 0.0005,
"step": 1540
},
{
"epoch": 5.030329289428076,
"grad_norm": 0.023842019960284233,
"learning_rate": 3.0706260032102732e-06,
"loss": 0.0006,
"step": 1550
},
{
"epoch": 5.033217793183131,
"grad_norm": 0.042979270219802856,
"learning_rate": 3.054574638844302e-06,
"loss": 0.0012,
"step": 1560
},
{
"epoch": 5.036106296938186,
"grad_norm": 11.767372131347656,
"learning_rate": 3.038523274478331e-06,
"loss": 0.0263,
"step": 1570
},
{
"epoch": 5.038994800693241,
"grad_norm": 0.03212727978825569,
"learning_rate": 3.02247191011236e-06,
"loss": 0.0006,
"step": 1580
},
{
"epoch": 5.041883304448295,
"grad_norm": 0.11572208255529404,
"learning_rate": 3.0064205457463885e-06,
"loss": 0.0009,
"step": 1590
},
{
"epoch": 5.04477180820335,
"grad_norm": 0.04862317815423012,
"learning_rate": 2.9903691813804174e-06,
"loss": 0.0007,
"step": 1600
},
{
"epoch": 5.047660311958405,
"grad_norm": 0.01599649153649807,
"learning_rate": 2.9743178170144463e-06,
"loss": 0.0005,
"step": 1610
},
{
"epoch": 5.05054881571346,
"grad_norm": 0.10585848242044449,
"learning_rate": 2.9582664526484757e-06,
"loss": 0.0006,
"step": 1620
},
{
"epoch": 5.053437319468515,
"grad_norm": 0.015074520371854305,
"learning_rate": 2.942215088282504e-06,
"loss": 0.0004,
"step": 1630
},
{
"epoch": 5.05632582322357,
"grad_norm": 0.06937854737043381,
"learning_rate": 2.926163723916533e-06,
"loss": 0.0005,
"step": 1640
},
{
"epoch": 5.059214326978625,
"grad_norm": 0.028225358575582504,
"learning_rate": 2.910112359550562e-06,
"loss": 0.0005,
"step": 1650
},
{
"epoch": 5.06210283073368,
"grad_norm": 0.02525603584945202,
"learning_rate": 2.894060995184591e-06,
"loss": 0.0003,
"step": 1660
},
{
"epoch": 5.0649913344887345,
"grad_norm": 7.610655784606934,
"learning_rate": 2.87800963081862e-06,
"loss": 0.0134,
"step": 1670
},
{
"epoch": 5.0678798382437895,
"grad_norm": 0.037229206413030624,
"learning_rate": 2.8619582664526484e-06,
"loss": 0.0005,
"step": 1680
},
{
"epoch": 5.0707683419988445,
"grad_norm": 0.031067833304405212,
"learning_rate": 2.8459069020866777e-06,
"loss": 0.0005,
"step": 1690
},
{
"epoch": 5.0736568457538995,
"grad_norm": 0.053743135184049606,
"learning_rate": 2.8298555377207066e-06,
"loss": 0.0007,
"step": 1700
},
{
"epoch": 5.0765453495089545,
"grad_norm": 1.9661149978637695,
"learning_rate": 2.8138041733547356e-06,
"loss": 0.0018,
"step": 1710
},
{
"epoch": 5.0794338532640095,
"grad_norm": 0.024581482633948326,
"learning_rate": 2.797752808988764e-06,
"loss": 0.0008,
"step": 1720
},
{
"epoch": 5.0823223570190645,
"grad_norm": 0.028522053733468056,
"learning_rate": 2.781701444622793e-06,
"loss": 0.0004,
"step": 1730
},
{
"epoch": 5.083477758521086,
"eval_accuracy": 0.8057259713701431,
"eval_loss": 1.045902967453003,
"eval_runtime": 61.8445,
"eval_samples_per_second": 7.907,
"eval_steps_per_second": 1.003,
"step": 1734
},
{
"epoch": 6.001733102253033,
"grad_norm": 0.009279723279178143,
"learning_rate": 2.765650080256822e-06,
"loss": 0.0004,
"step": 1740
},
{
"epoch": 6.0046216060080875,
"grad_norm": 0.013963778503239155,
"learning_rate": 2.7495987158908512e-06,
"loss": 0.0004,
"step": 1750
},
{
"epoch": 6.0075101097631425,
"grad_norm": 0.02687692642211914,
"learning_rate": 2.73354735152488e-06,
"loss": 0.0004,
"step": 1760
},
{
"epoch": 6.0103986135181975,
"grad_norm": 1.6647899150848389,
"learning_rate": 2.7174959871589087e-06,
"loss": 0.0196,
"step": 1770
},
{
"epoch": 6.0132871172732525,
"grad_norm": 0.024079566821455956,
"learning_rate": 2.7014446227929376e-06,
"loss": 0.0005,
"step": 1780
},
{
"epoch": 6.0161756210283075,
"grad_norm": 0.08010951429605484,
"learning_rate": 2.6853932584269665e-06,
"loss": 0.0004,
"step": 1790
},
{
"epoch": 6.0190641247833625,
"grad_norm": 0.03973499685525894,
"learning_rate": 2.6693418940609954e-06,
"loss": 0.0016,
"step": 1800
},
{
"epoch": 6.0219526285384175,
"grad_norm": 0.012200037948787212,
"learning_rate": 2.6532905296950243e-06,
"loss": 0.0039,
"step": 1810
},
{
"epoch": 6.024841132293472,
"grad_norm": 0.020096924155950546,
"learning_rate": 2.637239165329053e-06,
"loss": 0.001,
"step": 1820
},
{
"epoch": 6.027729636048527,
"grad_norm": 0.037991344928741455,
"learning_rate": 2.621187800963082e-06,
"loss": 0.0009,
"step": 1830
},
{
"epoch": 6.030618139803582,
"grad_norm": 0.01323782093822956,
"learning_rate": 2.605136436597111e-06,
"loss": 0.0003,
"step": 1840
},
{
"epoch": 6.033506643558637,
"grad_norm": 0.015599347651004791,
"learning_rate": 2.58908507223114e-06,
"loss": 0.0004,
"step": 1850
},
{
"epoch": 6.036395147313692,
"grad_norm": 0.05168904364109039,
"learning_rate": 2.5730337078651685e-06,
"loss": 0.0004,
"step": 1860
},
{
"epoch": 6.039283651068747,
"grad_norm": 0.019163014367222786,
"learning_rate": 2.5569823434991974e-06,
"loss": 0.0004,
"step": 1870
},
{
"epoch": 6.042172154823802,
"grad_norm": 0.025135764852166176,
"learning_rate": 2.5409309791332264e-06,
"loss": 0.0003,
"step": 1880
},
{
"epoch": 6.045060658578856,
"grad_norm": 0.030841296538710594,
"learning_rate": 2.5248796147672557e-06,
"loss": 0.0004,
"step": 1890
},
{
"epoch": 6.047949162333911,
"grad_norm": 0.01263574417680502,
"learning_rate": 2.5088282504012846e-06,
"loss": 0.0003,
"step": 1900
},
{
"epoch": 6.050837666088966,
"grad_norm": 0.015735147520899773,
"learning_rate": 2.492776886035313e-06,
"loss": 0.0004,
"step": 1910
},
{
"epoch": 6.053726169844021,
"grad_norm": 0.00912562571465969,
"learning_rate": 2.476725521669342e-06,
"loss": 0.0062,
"step": 1920
},
{
"epoch": 6.056614673599076,
"grad_norm": 0.017274271696805954,
"learning_rate": 2.460674157303371e-06,
"loss": 0.0003,
"step": 1930
},
{
"epoch": 6.059503177354131,
"grad_norm": 0.4504781663417816,
"learning_rate": 2.4446227929374e-06,
"loss": 0.0005,
"step": 1940
},
{
"epoch": 6.062391681109186,
"grad_norm": 0.033242367208004,
"learning_rate": 2.428571428571429e-06,
"loss": 0.0008,
"step": 1950
},
{
"epoch": 6.06528018486424,
"grad_norm": 0.03502265736460686,
"learning_rate": 2.4125200642054577e-06,
"loss": 0.0003,
"step": 1960
},
{
"epoch": 6.068168688619295,
"grad_norm": 0.033378973603248596,
"learning_rate": 2.3964686998394866e-06,
"loss": 0.0123,
"step": 1970
},
{
"epoch": 6.07105719237435,
"grad_norm": 0.01710161752998829,
"learning_rate": 2.3804173354735156e-06,
"loss": 0.0003,
"step": 1980
},
{
"epoch": 6.073945696129405,
"grad_norm": 0.02805742621421814,
"learning_rate": 2.364365971107544e-06,
"loss": 0.0003,
"step": 1990
},
{
"epoch": 6.07683419988446,
"grad_norm": 2.4002020359039307,
"learning_rate": 2.3483146067415734e-06,
"loss": 0.0041,
"step": 2000
},
{
"epoch": 6.079722703639515,
"grad_norm": 0.034336935728788376,
"learning_rate": 2.3322632423756023e-06,
"loss": 0.0003,
"step": 2010
},
{
"epoch": 6.08261120739457,
"grad_norm": 0.03934768959879875,
"learning_rate": 2.316211878009631e-06,
"loss": 0.002,
"step": 2020
},
{
"epoch": 6.083477758521086,
"eval_accuracy": 0.7914110429447853,
"eval_loss": 1.153733730316162,
"eval_runtime": 66.131,
"eval_samples_per_second": 7.394,
"eval_steps_per_second": 0.938,
"step": 2023
},
{
"epoch": 7.002021952628539,
"grad_norm": 0.026671981438994408,
"learning_rate": 2.30016051364366e-06,
"loss": 0.0003,
"step": 2030
},
{
"epoch": 7.004910456383593,
"grad_norm": 0.022940438240766525,
"learning_rate": 2.2841091492776887e-06,
"loss": 0.0003,
"step": 2040
},
{
"epoch": 7.007798960138648,
"grad_norm": 0.013357292860746384,
"learning_rate": 2.2680577849117176e-06,
"loss": 0.0003,
"step": 2050
},
{
"epoch": 7.010687463893703,
"grad_norm": 0.18174605071544647,
"learning_rate": 2.2520064205457465e-06,
"loss": 0.0003,
"step": 2060
},
{
"epoch": 7.013575967648758,
"grad_norm": 0.03782898932695389,
"learning_rate": 2.2359550561797754e-06,
"loss": 0.0003,
"step": 2070
},
{
"epoch": 7.016464471403813,
"grad_norm": 0.01123202033340931,
"learning_rate": 2.2199036918138043e-06,
"loss": 0.0003,
"step": 2080
},
{
"epoch": 7.019352975158868,
"grad_norm": 0.016729041934013367,
"learning_rate": 2.2038523274478333e-06,
"loss": 0.0002,
"step": 2090
},
{
"epoch": 7.022241478913923,
"grad_norm": 0.014862176962196827,
"learning_rate": 2.187800963081862e-06,
"loss": 0.0008,
"step": 2100
},
{
"epoch": 7.025129982668977,
"grad_norm": 0.014939128421247005,
"learning_rate": 2.171749598715891e-06,
"loss": 0.0003,
"step": 2110
},
{
"epoch": 7.028018486424032,
"grad_norm": 0.03202977776527405,
"learning_rate": 2.15569823434992e-06,
"loss": 0.0002,
"step": 2120
},
{
"epoch": 7.030906990179087,
"grad_norm": 0.01170146744698286,
"learning_rate": 2.1396468699839485e-06,
"loss": 0.0002,
"step": 2130
},
{
"epoch": 7.033795493934142,
"grad_norm": 0.01243497896939516,
"learning_rate": 2.123595505617978e-06,
"loss": 0.0003,
"step": 2140
},
{
"epoch": 7.036683997689197,
"grad_norm": 0.0059522357769310474,
"learning_rate": 2.1075441412520064e-06,
"loss": 0.0076,
"step": 2150
},
{
"epoch": 7.039572501444252,
"grad_norm": 0.009490188211202621,
"learning_rate": 2.0914927768860353e-06,
"loss": 0.0002,
"step": 2160
},
{
"epoch": 7.042461005199307,
"grad_norm": 0.028632614761590958,
"learning_rate": 2.0754414125200646e-06,
"loss": 0.0046,
"step": 2170
},
{
"epoch": 7.045349508954362,
"grad_norm": 0.014610586687922478,
"learning_rate": 2.059390048154093e-06,
"loss": 0.0016,
"step": 2180
},
{
"epoch": 7.048238012709416,
"grad_norm": 0.009654671885073185,
"learning_rate": 2.043338683788122e-06,
"loss": 0.0002,
"step": 2190
},
{
"epoch": 7.051126516464471,
"grad_norm": 0.0431351475417614,
"learning_rate": 2.027287319422151e-06,
"loss": 0.0011,
"step": 2200
},
{
"epoch": 7.054015020219526,
"grad_norm": 0.037138573825359344,
"learning_rate": 2.01123595505618e-06,
"loss": 0.0003,
"step": 2210
},
{
"epoch": 7.056903523974581,
"grad_norm": 0.041600652039051056,
"learning_rate": 1.995184590690209e-06,
"loss": 0.001,
"step": 2220
},
{
"epoch": 7.059792027729636,
"grad_norm": 0.030539963394403458,
"learning_rate": 1.9791332263242377e-06,
"loss": 0.0002,
"step": 2230
},
{
"epoch": 7.062680531484691,
"grad_norm": 0.06598862260580063,
"learning_rate": 1.9630818619582666e-06,
"loss": 0.0004,
"step": 2240
},
{
"epoch": 7.065569035239746,
"grad_norm": 0.09313968569040298,
"learning_rate": 1.9470304975922956e-06,
"loss": 0.0003,
"step": 2250
},
{
"epoch": 7.0684575389948,
"grad_norm": 0.004848283249884844,
"learning_rate": 1.9309791332263245e-06,
"loss": 0.0003,
"step": 2260
},
{
"epoch": 7.071346042749855,
"grad_norm": 0.009899858385324478,
"learning_rate": 1.9149277688603534e-06,
"loss": 0.0003,
"step": 2270
},
{
"epoch": 7.07423454650491,
"grad_norm": 0.010704581625759602,
"learning_rate": 1.8988764044943821e-06,
"loss": 0.0002,
"step": 2280
},
{
"epoch": 7.077123050259965,
"grad_norm": 0.009377597831189632,
"learning_rate": 1.882825040128411e-06,
"loss": 0.0002,
"step": 2290
},
{
"epoch": 7.08001155401502,
"grad_norm": 0.007483753375709057,
"learning_rate": 1.86677367576244e-06,
"loss": 0.0002,
"step": 2300
},
{
"epoch": 7.082900057770075,
"grad_norm": 0.005416968371719122,
"learning_rate": 1.8507223113964689e-06,
"loss": 0.0002,
"step": 2310
},
{
"epoch": 7.083477758521086,
"eval_accuracy": 0.8016359918200409,
"eval_loss": 1.142956018447876,
"eval_runtime": 67.63,
"eval_samples_per_second": 7.231,
"eval_steps_per_second": 0.917,
"step": 2312
},
{
"epoch": 8.002310803004043,
"grad_norm": 2.4457383155822754,
"learning_rate": 1.8346709470304978e-06,
"loss": 0.0028,
"step": 2320
},
{
"epoch": 8.0051993067591,
"grad_norm": 0.013131977990269661,
"learning_rate": 1.8186195826645267e-06,
"loss": 0.0004,
"step": 2330
},
{
"epoch": 8.008087810514153,
"grad_norm": 0.014833220280706882,
"learning_rate": 1.8025682182985554e-06,
"loss": 0.0002,
"step": 2340
},
{
"epoch": 8.01097631426921,
"grad_norm": 0.016327854245901108,
"learning_rate": 1.7865168539325846e-06,
"loss": 0.0002,
"step": 2350
},
{
"epoch": 8.013864818024263,
"grad_norm": 0.016063909977674484,
"learning_rate": 1.7704654895666133e-06,
"loss": 0.0002,
"step": 2360
},
{
"epoch": 8.016753321779317,
"grad_norm": 0.049486108124256134,
"learning_rate": 1.7544141252006422e-06,
"loss": 0.0002,
"step": 2370
},
{
"epoch": 8.019641825534373,
"grad_norm": 0.0232455562800169,
"learning_rate": 1.738362760834671e-06,
"loss": 0.0002,
"step": 2380
},
{
"epoch": 8.022530329289427,
"grad_norm": 0.007956156507134438,
"learning_rate": 1.7223113964687e-06,
"loss": 0.0002,
"step": 2390
},
{
"epoch": 8.025418833044483,
"grad_norm": 0.019017890095710754,
"learning_rate": 1.706260032102729e-06,
"loss": 0.0002,
"step": 2400
},
{
"epoch": 8.028307336799537,
"grad_norm": 0.011254646815359592,
"learning_rate": 1.6902086677367576e-06,
"loss": 0.0004,
"step": 2410
},
{
"epoch": 8.031195840554593,
"grad_norm": 0.008488072082400322,
"learning_rate": 1.6741573033707868e-06,
"loss": 0.0003,
"step": 2420
},
{
"epoch": 8.034084344309647,
"grad_norm": 0.008714953437447548,
"learning_rate": 1.6581059390048155e-06,
"loss": 0.0002,
"step": 2430
},
{
"epoch": 8.036972848064703,
"grad_norm": 0.06316517293453217,
"learning_rate": 1.6420545746388444e-06,
"loss": 0.0002,
"step": 2440
},
{
"epoch": 8.039861351819757,
"grad_norm": 0.014625471085309982,
"learning_rate": 1.6260032102728735e-06,
"loss": 0.0003,
"step": 2450
},
{
"epoch": 8.042749855574812,
"grad_norm": 0.015664029866456985,
"learning_rate": 1.6099518459069023e-06,
"loss": 0.0002,
"step": 2460
},
{
"epoch": 8.045638359329867,
"grad_norm": 0.007262027356773615,
"learning_rate": 1.5939004815409312e-06,
"loss": 0.0002,
"step": 2470
},
{
"epoch": 8.048526863084922,
"grad_norm": 0.008894843980669975,
"learning_rate": 1.5778491171749599e-06,
"loss": 0.0002,
"step": 2480
},
{
"epoch": 8.051415366839977,
"grad_norm": 0.010352100245654583,
"learning_rate": 1.561797752808989e-06,
"loss": 0.0002,
"step": 2490
},
{
"epoch": 8.054303870595032,
"grad_norm": 0.005582538899034262,
"learning_rate": 1.5457463884430177e-06,
"loss": 0.0002,
"step": 2500
},
{
"epoch": 8.057192374350088,
"grad_norm": 0.01137503795325756,
"learning_rate": 1.5296950240770466e-06,
"loss": 0.0002,
"step": 2510
},
{
"epoch": 8.060080878105142,
"grad_norm": 0.005585261154919863,
"learning_rate": 1.5136436597110758e-06,
"loss": 0.0002,
"step": 2520
},
{
"epoch": 8.062969381860196,
"grad_norm": 0.015739308670163155,
"learning_rate": 1.4975922953451045e-06,
"loss": 0.0002,
"step": 2530
},
{
"epoch": 8.065857885615252,
"grad_norm": 0.006552826147526503,
"learning_rate": 1.4815409309791334e-06,
"loss": 0.0002,
"step": 2540
},
{
"epoch": 8.068746389370306,
"grad_norm": 0.024894963949918747,
"learning_rate": 1.4654895666131621e-06,
"loss": 0.0002,
"step": 2550
},
{
"epoch": 8.071634893125362,
"grad_norm": 0.047090210020542145,
"learning_rate": 1.4494382022471912e-06,
"loss": 0.0002,
"step": 2560
},
{
"epoch": 8.074523396880416,
"grad_norm": 0.005788912996649742,
"learning_rate": 1.43338683788122e-06,
"loss": 0.0002,
"step": 2570
},
{
"epoch": 8.077411900635472,
"grad_norm": 0.008126024156808853,
"learning_rate": 1.4173354735152489e-06,
"loss": 0.0002,
"step": 2580
},
{
"epoch": 8.080300404390526,
"grad_norm": 0.13917505741119385,
"learning_rate": 1.401284109149278e-06,
"loss": 0.0002,
"step": 2590
},
{
"epoch": 8.08318890814558,
"grad_norm": 0.04815088212490082,
"learning_rate": 1.3852327447833067e-06,
"loss": 0.0002,
"step": 2600
},
{
"epoch": 8.083477758521086,
"eval_accuracy": 0.7995910020449898,
"eval_loss": 1.1875964403152466,
"eval_runtime": 71.2485,
"eval_samples_per_second": 6.863,
"eval_steps_per_second": 0.87,
"step": 2601
},
{
"epoch": 8.083477758521086,
"step": 2601,
"total_flos": 2.5905682815117558e+19,
"train_loss": 0.11906857130725572,
"train_runtime": 6452.2181,
"train_samples_per_second": 4.292,
"train_steps_per_second": 0.537
},
{
"epoch": 8.083477758521086,
"eval_accuracy": 0.8393574297188755,
"eval_loss": 0.6800851225852966,
"eval_runtime": 69.7987,
"eval_samples_per_second": 7.135,
"eval_steps_per_second": 0.903,
"step": 2601
},
{
"epoch": 8.083477758521086,
"eval_accuracy": 0.8393574297188755,
"eval_loss": 0.6800851821899414,
"eval_runtime": 68.1415,
"eval_samples_per_second": 7.308,
"eval_steps_per_second": 0.925,
"step": 2601
}
],
"logging_steps": 10,
"max_steps": 3462,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 4,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 4
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.5905682815117558e+19,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}