kalita's picture
End of training
7d7c44d verified
{
"best_metric": 0.9285714285714286,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1200",
"epoch": 3.25,
"eval_steps": 500,
"global_step": 1200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"grad_norm": 39.893043518066406,
"learning_rate": 4.166666666666667e-06,
"loss": 2.3912,
"step": 10
},
{
"epoch": 0.02,
"grad_norm": 21.392333984375,
"learning_rate": 8.333333333333334e-06,
"loss": 2.4635,
"step": 20
},
{
"epoch": 0.03,
"grad_norm": 22.904409408569336,
"learning_rate": 1.25e-05,
"loss": 2.3054,
"step": 30
},
{
"epoch": 0.03,
"grad_norm": 18.382219314575195,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.391,
"step": 40
},
{
"epoch": 0.04,
"grad_norm": 18.44032859802246,
"learning_rate": 2.0833333333333336e-05,
"loss": 2.3256,
"step": 50
},
{
"epoch": 0.05,
"grad_norm": 20.57721519470215,
"learning_rate": 2.5e-05,
"loss": 2.2661,
"step": 60
},
{
"epoch": 0.06,
"grad_norm": 27.851577758789062,
"learning_rate": 2.916666666666667e-05,
"loss": 2.252,
"step": 70
},
{
"epoch": 0.07,
"grad_norm": 20.621288299560547,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.3036,
"step": 80
},
{
"epoch": 0.07,
"grad_norm": 22.28342056274414,
"learning_rate": 3.7500000000000003e-05,
"loss": 2.0055,
"step": 90
},
{
"epoch": 0.08,
"grad_norm": 24.50592613220215,
"learning_rate": 4.166666666666667e-05,
"loss": 2.0529,
"step": 100
},
{
"epoch": 0.09,
"grad_norm": 28.007957458496094,
"learning_rate": 4.5833333333333334e-05,
"loss": 2.122,
"step": 110
},
{
"epoch": 0.1,
"grad_norm": 22.624725341796875,
"learning_rate": 5e-05,
"loss": 2.1029,
"step": 120
},
{
"epoch": 0.11,
"grad_norm": 23.730955123901367,
"learning_rate": 4.9537037037037035e-05,
"loss": 2.1566,
"step": 130
},
{
"epoch": 0.12,
"grad_norm": 32.912437438964844,
"learning_rate": 4.9074074074074075e-05,
"loss": 1.9197,
"step": 140
},
{
"epoch": 0.12,
"grad_norm": 28.358497619628906,
"learning_rate": 4.8611111111111115e-05,
"loss": 1.766,
"step": 150
},
{
"epoch": 0.13,
"grad_norm": 38.748905181884766,
"learning_rate": 4.814814814814815e-05,
"loss": 1.5543,
"step": 160
},
{
"epoch": 0.14,
"grad_norm": 19.396177291870117,
"learning_rate": 4.768518518518519e-05,
"loss": 1.8231,
"step": 170
},
{
"epoch": 0.15,
"grad_norm": 20.669483184814453,
"learning_rate": 4.722222222222222e-05,
"loss": 1.8356,
"step": 180
},
{
"epoch": 0.16,
"grad_norm": 16.87503433227539,
"learning_rate": 4.675925925925926e-05,
"loss": 2.0229,
"step": 190
},
{
"epoch": 0.17,
"grad_norm": 37.929744720458984,
"learning_rate": 4.62962962962963e-05,
"loss": 1.4805,
"step": 200
},
{
"epoch": 0.17,
"grad_norm": 23.615205764770508,
"learning_rate": 4.5833333333333334e-05,
"loss": 2.5876,
"step": 210
},
{
"epoch": 0.18,
"grad_norm": 11.07725715637207,
"learning_rate": 4.5370370370370374e-05,
"loss": 1.4919,
"step": 220
},
{
"epoch": 0.19,
"grad_norm": 22.73790740966797,
"learning_rate": 4.490740740740741e-05,
"loss": 1.9309,
"step": 230
},
{
"epoch": 0.2,
"grad_norm": 22.745410919189453,
"learning_rate": 4.4444444444444447e-05,
"loss": 2.5053,
"step": 240
},
{
"epoch": 0.21,
"grad_norm": 36.528160095214844,
"learning_rate": 4.3981481481481486e-05,
"loss": 2.1563,
"step": 250
},
{
"epoch": 0.22,
"grad_norm": 64.73149108886719,
"learning_rate": 4.351851851851852e-05,
"loss": 2.5058,
"step": 260
},
{
"epoch": 0.23,
"grad_norm": 33.93071365356445,
"learning_rate": 4.305555555555556e-05,
"loss": 2.1499,
"step": 270
},
{
"epoch": 0.23,
"grad_norm": 23.45170783996582,
"learning_rate": 4.259259259259259e-05,
"loss": 1.7521,
"step": 280
},
{
"epoch": 0.24,
"grad_norm": 21.1306209564209,
"learning_rate": 4.212962962962963e-05,
"loss": 1.1103,
"step": 290
},
{
"epoch": 0.25,
"grad_norm": 75.54643249511719,
"learning_rate": 4.166666666666667e-05,
"loss": 1.7533,
"step": 300
},
{
"epoch": 0.25,
"eval_accuracy": 0.32857142857142857,
"eval_loss": 1.7997785806655884,
"eval_runtime": 20.0261,
"eval_samples_per_second": 3.495,
"eval_steps_per_second": 3.495,
"step": 300
},
{
"epoch": 1.01,
"grad_norm": 27.954673767089844,
"learning_rate": 4.1203703703703705e-05,
"loss": 1.0294,
"step": 310
},
{
"epoch": 1.02,
"grad_norm": 29.380338668823242,
"learning_rate": 4.074074074074074e-05,
"loss": 1.5711,
"step": 320
},
{
"epoch": 1.02,
"grad_norm": 105.077392578125,
"learning_rate": 4.027777777777778e-05,
"loss": 1.7588,
"step": 330
},
{
"epoch": 1.03,
"grad_norm": 5.28167200088501,
"learning_rate": 3.981481481481482e-05,
"loss": 1.3781,
"step": 340
},
{
"epoch": 1.04,
"grad_norm": 82.8572006225586,
"learning_rate": 3.935185185185186e-05,
"loss": 1.9861,
"step": 350
},
{
"epoch": 1.05,
"grad_norm": 23.33498191833496,
"learning_rate": 3.888888888888889e-05,
"loss": 1.5307,
"step": 360
},
{
"epoch": 1.06,
"grad_norm": 45.165435791015625,
"learning_rate": 3.8425925925925924e-05,
"loss": 0.9492,
"step": 370
},
{
"epoch": 1.07,
"grad_norm": 1.3398464918136597,
"learning_rate": 3.7962962962962964e-05,
"loss": 1.3926,
"step": 380
},
{
"epoch": 1.07,
"grad_norm": 29.025249481201172,
"learning_rate": 3.7500000000000003e-05,
"loss": 1.7036,
"step": 390
},
{
"epoch": 1.08,
"grad_norm": 42.30586624145508,
"learning_rate": 3.7037037037037037e-05,
"loss": 1.1419,
"step": 400
},
{
"epoch": 1.09,
"grad_norm": 23.552091598510742,
"learning_rate": 3.6574074074074076e-05,
"loss": 1.0914,
"step": 410
},
{
"epoch": 1.1,
"grad_norm": 8.62332820892334,
"learning_rate": 3.611111111111111e-05,
"loss": 1.2866,
"step": 420
},
{
"epoch": 1.11,
"grad_norm": 29.133724212646484,
"learning_rate": 3.564814814814815e-05,
"loss": 0.9732,
"step": 430
},
{
"epoch": 1.12,
"grad_norm": 8.369429588317871,
"learning_rate": 3.518518518518519e-05,
"loss": 0.7792,
"step": 440
},
{
"epoch": 1.12,
"grad_norm": 28.84503936767578,
"learning_rate": 3.472222222222222e-05,
"loss": 1.3297,
"step": 450
},
{
"epoch": 1.13,
"grad_norm": 0.6899290680885315,
"learning_rate": 3.425925925925926e-05,
"loss": 1.1334,
"step": 460
},
{
"epoch": 1.14,
"grad_norm": 3.0040957927703857,
"learning_rate": 3.3796296296296295e-05,
"loss": 0.6843,
"step": 470
},
{
"epoch": 1.15,
"grad_norm": 0.4193795621395111,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.3539,
"step": 480
},
{
"epoch": 1.16,
"grad_norm": 0.723945140838623,
"learning_rate": 3.2870370370370375e-05,
"loss": 1.2607,
"step": 490
},
{
"epoch": 1.17,
"grad_norm": 25.487699508666992,
"learning_rate": 3.240740740740741e-05,
"loss": 0.8374,
"step": 500
},
{
"epoch": 1.18,
"grad_norm": 15.434425354003906,
"learning_rate": 3.194444444444444e-05,
"loss": 1.2351,
"step": 510
},
{
"epoch": 1.18,
"grad_norm": 64.37287902832031,
"learning_rate": 3.148148148148148e-05,
"loss": 0.4603,
"step": 520
},
{
"epoch": 1.19,
"grad_norm": 2.10884952545166,
"learning_rate": 3.101851851851852e-05,
"loss": 0.569,
"step": 530
},
{
"epoch": 1.2,
"grad_norm": 38.082462310791016,
"learning_rate": 3.055555555555556e-05,
"loss": 2.0602,
"step": 540
},
{
"epoch": 1.21,
"grad_norm": 0.26877835392951965,
"learning_rate": 3.0092592592592593e-05,
"loss": 0.2031,
"step": 550
},
{
"epoch": 1.22,
"grad_norm": 45.29481506347656,
"learning_rate": 2.962962962962963e-05,
"loss": 0.1889,
"step": 560
},
{
"epoch": 1.23,
"grad_norm": 0.8152311444282532,
"learning_rate": 2.916666666666667e-05,
"loss": 1.3687,
"step": 570
},
{
"epoch": 1.23,
"grad_norm": 0.16306141018867493,
"learning_rate": 2.8703703703703706e-05,
"loss": 1.4408,
"step": 580
},
{
"epoch": 1.24,
"grad_norm": 29.856517791748047,
"learning_rate": 2.824074074074074e-05,
"loss": 1.8685,
"step": 590
},
{
"epoch": 1.25,
"grad_norm": 1.069265365600586,
"learning_rate": 2.777777777777778e-05,
"loss": 1.6337,
"step": 600
},
{
"epoch": 1.25,
"eval_accuracy": 0.5571428571428572,
"eval_loss": 1.2139314413070679,
"eval_runtime": 19.6709,
"eval_samples_per_second": 3.559,
"eval_steps_per_second": 3.559,
"step": 600
},
{
"epoch": 2.01,
"grad_norm": 53.667381286621094,
"learning_rate": 2.7314814814814816e-05,
"loss": 0.7485,
"step": 610
},
{
"epoch": 2.02,
"grad_norm": 9.039528846740723,
"learning_rate": 2.6851851851851855e-05,
"loss": 0.5022,
"step": 620
},
{
"epoch": 2.02,
"grad_norm": 2.096543550491333,
"learning_rate": 2.6388888888888892e-05,
"loss": 0.0704,
"step": 630
},
{
"epoch": 2.03,
"grad_norm": 0.14604328572750092,
"learning_rate": 2.5925925925925925e-05,
"loss": 0.6426,
"step": 640
},
{
"epoch": 2.04,
"grad_norm": 80.3462905883789,
"learning_rate": 2.5462962962962965e-05,
"loss": 0.4556,
"step": 650
},
{
"epoch": 2.05,
"grad_norm": 29.6263484954834,
"learning_rate": 2.5e-05,
"loss": 0.5818,
"step": 660
},
{
"epoch": 2.06,
"grad_norm": 5.271122932434082,
"learning_rate": 2.4537037037037038e-05,
"loss": 0.2213,
"step": 670
},
{
"epoch": 2.07,
"grad_norm": 37.88823699951172,
"learning_rate": 2.4074074074074074e-05,
"loss": 0.7075,
"step": 680
},
{
"epoch": 2.08,
"grad_norm": 0.3303954005241394,
"learning_rate": 2.361111111111111e-05,
"loss": 0.3398,
"step": 690
},
{
"epoch": 2.08,
"grad_norm": 7.315389633178711,
"learning_rate": 2.314814814814815e-05,
"loss": 0.3905,
"step": 700
},
{
"epoch": 2.09,
"grad_norm": 5.788703441619873,
"learning_rate": 2.2685185185185187e-05,
"loss": 0.6432,
"step": 710
},
{
"epoch": 2.1,
"grad_norm": 10.666046142578125,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.1781,
"step": 720
},
{
"epoch": 2.11,
"grad_norm": 0.13134099543094635,
"learning_rate": 2.175925925925926e-05,
"loss": 0.7766,
"step": 730
},
{
"epoch": 2.12,
"grad_norm": 5.6078314781188965,
"learning_rate": 2.1296296296296296e-05,
"loss": 0.0573,
"step": 740
},
{
"epoch": 2.12,
"grad_norm": 57.8688850402832,
"learning_rate": 2.0833333333333336e-05,
"loss": 0.9231,
"step": 750
},
{
"epoch": 2.13,
"grad_norm": 1.2845256328582764,
"learning_rate": 2.037037037037037e-05,
"loss": 0.1482,
"step": 760
},
{
"epoch": 2.14,
"grad_norm": 75.59434509277344,
"learning_rate": 1.990740740740741e-05,
"loss": 0.7703,
"step": 770
},
{
"epoch": 2.15,
"grad_norm": 0.07224389910697937,
"learning_rate": 1.9444444444444445e-05,
"loss": 0.2001,
"step": 780
},
{
"epoch": 2.16,
"grad_norm": 2.151550769805908,
"learning_rate": 1.8981481481481482e-05,
"loss": 0.6879,
"step": 790
},
{
"epoch": 2.17,
"grad_norm": 0.5874713063240051,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.4532,
"step": 800
},
{
"epoch": 2.17,
"grad_norm": 0.1461566686630249,
"learning_rate": 1.8055555555555555e-05,
"loss": 0.2781,
"step": 810
},
{
"epoch": 2.18,
"grad_norm": 1.0537546873092651,
"learning_rate": 1.7592592592592595e-05,
"loss": 0.3174,
"step": 820
},
{
"epoch": 2.19,
"grad_norm": 52.02813720703125,
"learning_rate": 1.712962962962963e-05,
"loss": 0.3687,
"step": 830
},
{
"epoch": 2.2,
"grad_norm": 0.14705657958984375,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.3095,
"step": 840
},
{
"epoch": 2.21,
"grad_norm": 10.978480339050293,
"learning_rate": 1.6203703703703704e-05,
"loss": 0.3199,
"step": 850
},
{
"epoch": 2.22,
"grad_norm": 0.08446181565523148,
"learning_rate": 1.574074074074074e-05,
"loss": 0.1921,
"step": 860
},
{
"epoch": 2.23,
"grad_norm": 0.10818950086832047,
"learning_rate": 1.527777777777778e-05,
"loss": 0.1006,
"step": 870
},
{
"epoch": 2.23,
"grad_norm": 0.05260080099105835,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.0124,
"step": 880
},
{
"epoch": 2.24,
"grad_norm": 0.15152961015701294,
"learning_rate": 1.4351851851851853e-05,
"loss": 0.1896,
"step": 890
},
{
"epoch": 2.25,
"grad_norm": 104.01317596435547,
"learning_rate": 1.388888888888889e-05,
"loss": 0.1099,
"step": 900
},
{
"epoch": 2.25,
"eval_accuracy": 0.8142857142857143,
"eval_loss": 0.5458886027336121,
"eval_runtime": 24.2511,
"eval_samples_per_second": 2.886,
"eval_steps_per_second": 2.886,
"step": 900
},
{
"epoch": 3.01,
"grad_norm": 0.17340366542339325,
"learning_rate": 1.3425925925925928e-05,
"loss": 0.0997,
"step": 910
},
{
"epoch": 3.02,
"grad_norm": 0.3285802900791168,
"learning_rate": 1.2962962962962962e-05,
"loss": 0.0133,
"step": 920
},
{
"epoch": 3.02,
"grad_norm": 0.04922209680080414,
"learning_rate": 1.25e-05,
"loss": 0.06,
"step": 930
},
{
"epoch": 3.03,
"grad_norm": 0.21828210353851318,
"learning_rate": 1.2037037037037037e-05,
"loss": 0.0091,
"step": 940
},
{
"epoch": 3.04,
"grad_norm": 2.8969061374664307,
"learning_rate": 1.1574074074074075e-05,
"loss": 0.0162,
"step": 950
},
{
"epoch": 3.05,
"grad_norm": 0.06720645725727081,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.0103,
"step": 960
},
{
"epoch": 3.06,
"grad_norm": 0.17596295475959778,
"learning_rate": 1.0648148148148148e-05,
"loss": 0.017,
"step": 970
},
{
"epoch": 3.07,
"grad_norm": 0.0713464543223381,
"learning_rate": 1.0185185185185185e-05,
"loss": 0.0262,
"step": 980
},
{
"epoch": 3.08,
"grad_norm": 0.08627210557460785,
"learning_rate": 9.722222222222223e-06,
"loss": 0.0307,
"step": 990
},
{
"epoch": 3.08,
"grad_norm": 0.07651841640472412,
"learning_rate": 9.259259259259259e-06,
"loss": 0.0101,
"step": 1000
},
{
"epoch": 3.09,
"grad_norm": 2.683367967605591,
"learning_rate": 8.796296296296297e-06,
"loss": 0.0203,
"step": 1010
},
{
"epoch": 3.1,
"grad_norm": 0.3468647301197052,
"learning_rate": 8.333333333333334e-06,
"loss": 0.0139,
"step": 1020
},
{
"epoch": 3.11,
"grad_norm": 0.22564736008644104,
"learning_rate": 7.87037037037037e-06,
"loss": 0.323,
"step": 1030
},
{
"epoch": 3.12,
"grad_norm": 0.05308224633336067,
"learning_rate": 7.4074074074074075e-06,
"loss": 0.0047,
"step": 1040
},
{
"epoch": 3.12,
"grad_norm": 0.052336595952510834,
"learning_rate": 6.944444444444445e-06,
"loss": 0.1145,
"step": 1050
},
{
"epoch": 3.13,
"grad_norm": 161.04202270507812,
"learning_rate": 6.481481481481481e-06,
"loss": 0.3578,
"step": 1060
},
{
"epoch": 3.14,
"grad_norm": 0.17146830260753632,
"learning_rate": 6.0185185185185185e-06,
"loss": 0.0197,
"step": 1070
},
{
"epoch": 3.15,
"grad_norm": 0.23476547002792358,
"learning_rate": 5.555555555555556e-06,
"loss": 0.0207,
"step": 1080
},
{
"epoch": 3.16,
"grad_norm": 0.2218230664730072,
"learning_rate": 5.092592592592592e-06,
"loss": 0.5924,
"step": 1090
},
{
"epoch": 3.17,
"grad_norm": 0.08028724044561386,
"learning_rate": 4.6296296296296296e-06,
"loss": 0.0047,
"step": 1100
},
{
"epoch": 3.17,
"grad_norm": 0.07452563941478729,
"learning_rate": 4.166666666666667e-06,
"loss": 0.6085,
"step": 1110
},
{
"epoch": 3.18,
"grad_norm": 0.06979314237833023,
"learning_rate": 3.7037037037037037e-06,
"loss": 0.5321,
"step": 1120
},
{
"epoch": 3.19,
"grad_norm": 0.08404794335365295,
"learning_rate": 3.2407407407407406e-06,
"loss": 0.0057,
"step": 1130
},
{
"epoch": 3.2,
"grad_norm": 0.08606185019016266,
"learning_rate": 2.777777777777778e-06,
"loss": 0.2438,
"step": 1140
},
{
"epoch": 3.21,
"grad_norm": 0.06998346745967865,
"learning_rate": 2.3148148148148148e-06,
"loss": 0.0987,
"step": 1150
},
{
"epoch": 3.22,
"grad_norm": 0.18059991300106049,
"learning_rate": 1.8518518518518519e-06,
"loss": 0.3073,
"step": 1160
},
{
"epoch": 3.23,
"grad_norm": 0.08045562356710434,
"learning_rate": 1.388888888888889e-06,
"loss": 0.2227,
"step": 1170
},
{
"epoch": 3.23,
"grad_norm": 0.06636542081832886,
"learning_rate": 9.259259259259259e-07,
"loss": 0.7776,
"step": 1180
},
{
"epoch": 3.24,
"grad_norm": 0.1821145862340927,
"learning_rate": 4.6296296296296297e-07,
"loss": 0.0074,
"step": 1190
},
{
"epoch": 3.25,
"grad_norm": 0.10829867422580719,
"learning_rate": 0.0,
"loss": 1.0531,
"step": 1200
},
{
"epoch": 3.25,
"eval_accuracy": 0.9285714285714286,
"eval_loss": 0.2868471145629883,
"eval_runtime": 17.7134,
"eval_samples_per_second": 3.952,
"eval_steps_per_second": 3.952,
"step": 1200
},
{
"epoch": 3.25,
"step": 1200,
"total_flos": 1.495384188125184e+18,
"train_loss": 0.9583444615236173,
"train_runtime": 830.113,
"train_samples_per_second": 1.446,
"train_steps_per_second": 1.446
},
{
"epoch": 3.25,
"eval_accuracy": 0.8516129032258064,
"eval_loss": 0.5765717029571533,
"eval_runtime": 43.5462,
"eval_samples_per_second": 3.559,
"eval_steps_per_second": 3.559,
"step": 1200
},
{
"epoch": 3.25,
"eval_accuracy": 0.8516129032258064,
"eval_loss": 0.5765716433525085,
"eval_runtime": 41.7645,
"eval_samples_per_second": 3.711,
"eval_steps_per_second": 3.711,
"step": 1200
}
],
"logging_steps": 10,
"max_steps": 1200,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 1.495384188125184e+18,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}