videomae-surf-analytics / trainer_state.json
2nzi's picture
Training in progress, epoch 0
8833a06 verified
{
"best_metric": 0.8636363636363636,
"best_model_checkpoint": "videomae-base-finetuned-2\\checkpoint-555",
"epoch": 2.32972972972973,
"eval_steps": 500,
"global_step": 555,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.018018018018018018,
"grad_norm": 9.139641761779785,
"learning_rate": 8.92857142857143e-06,
"loss": 1.3861,
"step": 10
},
{
"epoch": 0.036036036036036036,
"grad_norm": 8.826565742492676,
"learning_rate": 1.785714285714286e-05,
"loss": 1.2321,
"step": 20
},
{
"epoch": 0.05405405405405406,
"grad_norm": 6.707639217376709,
"learning_rate": 2.6785714285714288e-05,
"loss": 1.243,
"step": 30
},
{
"epoch": 0.07207207207207207,
"grad_norm": 11.348919868469238,
"learning_rate": 3.571428571428572e-05,
"loss": 1.1312,
"step": 40
},
{
"epoch": 0.09009009009009009,
"grad_norm": 14.494072914123535,
"learning_rate": 4.464285714285715e-05,
"loss": 1.3058,
"step": 50
},
{
"epoch": 0.10810810810810811,
"grad_norm": 7.667250156402588,
"learning_rate": 4.9599198396793586e-05,
"loss": 1.2019,
"step": 60
},
{
"epoch": 0.12612612612612611,
"grad_norm": 8.06010627746582,
"learning_rate": 4.859719438877756e-05,
"loss": 1.2813,
"step": 70
},
{
"epoch": 0.14414414414414414,
"grad_norm": 10.494473457336426,
"learning_rate": 4.7595190380761524e-05,
"loss": 1.2292,
"step": 80
},
{
"epoch": 0.16216216216216217,
"grad_norm": 11.735258102416992,
"learning_rate": 4.6593186372745496e-05,
"loss": 1.2424,
"step": 90
},
{
"epoch": 0.18018018018018017,
"grad_norm": 7.723865509033203,
"learning_rate": 4.559118236472946e-05,
"loss": 1.2314,
"step": 100
},
{
"epoch": 0.1981981981981982,
"grad_norm": 8.27652645111084,
"learning_rate": 4.458917835671343e-05,
"loss": 1.0673,
"step": 110
},
{
"epoch": 0.21621621621621623,
"grad_norm": 7.197485446929932,
"learning_rate": 4.358717434869739e-05,
"loss": 1.337,
"step": 120
},
{
"epoch": 0.23423423423423423,
"grad_norm": 9.621479988098145,
"learning_rate": 4.2585170340681366e-05,
"loss": 1.2103,
"step": 130
},
{
"epoch": 0.25225225225225223,
"grad_norm": 8.090988159179688,
"learning_rate": 4.158316633266534e-05,
"loss": 1.1458,
"step": 140
},
{
"epoch": 0.2702702702702703,
"grad_norm": 8.642086029052734,
"learning_rate": 4.0581162324649304e-05,
"loss": 1.0949,
"step": 150
},
{
"epoch": 0.2882882882882883,
"grad_norm": 6.245614051818848,
"learning_rate": 3.957915831663327e-05,
"loss": 0.9812,
"step": 160
},
{
"epoch": 0.3063063063063063,
"grad_norm": 10.789504051208496,
"learning_rate": 3.8577154308617235e-05,
"loss": 0.9814,
"step": 170
},
{
"epoch": 0.32432432432432434,
"grad_norm": 17.914480209350586,
"learning_rate": 3.75751503006012e-05,
"loss": 0.8667,
"step": 180
},
{
"epoch": 0.33513513513513515,
"eval_accuracy": 0.5727272727272728,
"eval_loss": 0.9740895628929138,
"eval_runtime": 280.3552,
"eval_samples_per_second": 0.392,
"eval_steps_per_second": 0.1,
"step": 186
},
{
"epoch": 1.0072072072072071,
"grad_norm": 12.168312072753906,
"learning_rate": 3.657314629258517e-05,
"loss": 0.9448,
"step": 190
},
{
"epoch": 1.0252252252252252,
"grad_norm": 7.322641849517822,
"learning_rate": 3.5571142284569145e-05,
"loss": 1.1193,
"step": 200
},
{
"epoch": 1.0432432432432432,
"grad_norm": 12.514275550842285,
"learning_rate": 3.456913827655311e-05,
"loss": 0.8378,
"step": 210
},
{
"epoch": 1.0612612612612613,
"grad_norm": 7.457886695861816,
"learning_rate": 3.356713426853708e-05,
"loss": 0.7454,
"step": 220
},
{
"epoch": 1.0792792792792794,
"grad_norm": 11.546749114990234,
"learning_rate": 3.256513026052104e-05,
"loss": 0.8304,
"step": 230
},
{
"epoch": 1.0972972972972972,
"grad_norm": 10.54076099395752,
"learning_rate": 3.156312625250501e-05,
"loss": 1.0602,
"step": 240
},
{
"epoch": 1.1153153153153152,
"grad_norm": 31.803747177124023,
"learning_rate": 3.0561122244488974e-05,
"loss": 0.806,
"step": 250
},
{
"epoch": 1.1333333333333333,
"grad_norm": 28.31694793701172,
"learning_rate": 2.955911823647295e-05,
"loss": 0.8338,
"step": 260
},
{
"epoch": 1.1513513513513514,
"grad_norm": 9.744572639465332,
"learning_rate": 2.8557114228456915e-05,
"loss": 0.8696,
"step": 270
},
{
"epoch": 1.1693693693693694,
"grad_norm": 12.256711959838867,
"learning_rate": 2.7555110220440884e-05,
"loss": 0.7245,
"step": 280
},
{
"epoch": 1.1873873873873875,
"grad_norm": 7.700608730316162,
"learning_rate": 2.655310621242485e-05,
"loss": 0.6561,
"step": 290
},
{
"epoch": 1.2054054054054055,
"grad_norm": 14.277639389038086,
"learning_rate": 2.5551102204408815e-05,
"loss": 0.7837,
"step": 300
},
{
"epoch": 1.2234234234234234,
"grad_norm": 9.197588920593262,
"learning_rate": 2.4549098196392788e-05,
"loss": 0.5502,
"step": 310
},
{
"epoch": 1.2414414414414414,
"grad_norm": 3.099351167678833,
"learning_rate": 2.3547094188376757e-05,
"loss": 0.5195,
"step": 320
},
{
"epoch": 1.2594594594594595,
"grad_norm": 9.323990821838379,
"learning_rate": 2.2545090180360722e-05,
"loss": 1.1324,
"step": 330
},
{
"epoch": 1.2774774774774775,
"grad_norm": 10.672691345214844,
"learning_rate": 2.1543086172344688e-05,
"loss": 0.4475,
"step": 340
},
{
"epoch": 1.2954954954954956,
"grad_norm": 0.755842924118042,
"learning_rate": 2.054108216432866e-05,
"loss": 0.5673,
"step": 350
},
{
"epoch": 1.3135135135135134,
"grad_norm": 1.0543122291564941,
"learning_rate": 1.9539078156312626e-05,
"loss": 0.7184,
"step": 360
},
{
"epoch": 1.3315315315315315,
"grad_norm": 12.980474472045898,
"learning_rate": 1.8537074148296592e-05,
"loss": 0.8111,
"step": 370
},
{
"epoch": 1.3351351351351353,
"eval_accuracy": 0.7363636363636363,
"eval_loss": 0.8580251336097717,
"eval_runtime": 277.5592,
"eval_samples_per_second": 0.396,
"eval_steps_per_second": 0.101,
"step": 372
},
{
"epoch": 2.0144144144144143,
"grad_norm": 15.273543357849121,
"learning_rate": 1.7535070140280564e-05,
"loss": 0.3997,
"step": 380
},
{
"epoch": 2.0324324324324325,
"grad_norm": 9.675086975097656,
"learning_rate": 1.653306613226453e-05,
"loss": 0.2966,
"step": 390
},
{
"epoch": 2.0504504504504504,
"grad_norm": 0.6464720368385315,
"learning_rate": 1.5531062124248495e-05,
"loss": 0.3275,
"step": 400
},
{
"epoch": 2.0684684684684687,
"grad_norm": 5.569362163543701,
"learning_rate": 1.4529058116232466e-05,
"loss": 0.1516,
"step": 410
},
{
"epoch": 2.0864864864864865,
"grad_norm": 20.961273193359375,
"learning_rate": 1.3527054108216433e-05,
"loss": 0.5888,
"step": 420
},
{
"epoch": 2.1045045045045043,
"grad_norm": 27.309669494628906,
"learning_rate": 1.25250501002004e-05,
"loss": 0.4586,
"step": 430
},
{
"epoch": 2.1225225225225226,
"grad_norm": 2.0433521270751953,
"learning_rate": 1.152304609218437e-05,
"loss": 0.3667,
"step": 440
},
{
"epoch": 2.1405405405405404,
"grad_norm": 0.46590688824653625,
"learning_rate": 1.0521042084168337e-05,
"loss": 0.2505,
"step": 450
},
{
"epoch": 2.1585585585585587,
"grad_norm": 0.8750420808792114,
"learning_rate": 9.519038076152304e-06,
"loss": 0.2555,
"step": 460
},
{
"epoch": 2.1765765765765765,
"grad_norm": 0.5527063608169556,
"learning_rate": 8.517034068136273e-06,
"loss": 0.2616,
"step": 470
},
{
"epoch": 2.1945945945945944,
"grad_norm": 2.8728528022766113,
"learning_rate": 7.515030060120242e-06,
"loss": 0.1438,
"step": 480
},
{
"epoch": 2.2126126126126127,
"grad_norm": 1.5662002563476562,
"learning_rate": 6.513026052104208e-06,
"loss": 0.5138,
"step": 490
},
{
"epoch": 2.2306306306306305,
"grad_norm": 70.13788604736328,
"learning_rate": 5.511022044088176e-06,
"loss": 0.5573,
"step": 500
},
{
"epoch": 2.2486486486486488,
"grad_norm": 2.147181510925293,
"learning_rate": 4.5090180360721445e-06,
"loss": 0.2309,
"step": 510
},
{
"epoch": 2.2666666666666666,
"grad_norm": 73.13829040527344,
"learning_rate": 3.5070140280561122e-06,
"loss": 0.2092,
"step": 520
},
{
"epoch": 2.2846846846846844,
"grad_norm": 33.50334167480469,
"learning_rate": 2.5050100200400804e-06,
"loss": 0.2009,
"step": 530
},
{
"epoch": 2.3027027027027027,
"grad_norm": 58.736778259277344,
"learning_rate": 1.5030060120240482e-06,
"loss": 0.2882,
"step": 540
},
{
"epoch": 2.3207207207207206,
"grad_norm": 7.180970191955566,
"learning_rate": 5.01002004008016e-07,
"loss": 0.4008,
"step": 550
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.8636363636363636,
"eval_loss": 0.5939798355102539,
"eval_runtime": 273.4292,
"eval_samples_per_second": 0.402,
"eval_steps_per_second": 0.102,
"step": 555
},
{
"epoch": 2.32972972972973,
"step": 555,
"total_flos": 2.758836207590572e+18,
"train_loss": 0.7599288858808912,
"train_runtime": 12937.383,
"train_samples_per_second": 0.172,
"train_steps_per_second": 0.043
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.9487179487179487,
"eval_loss": 0.15456415712833405,
"eval_runtime": 1766.8377,
"eval_samples_per_second": 0.419,
"eval_steps_per_second": 0.105,
"step": 555
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.8530805687203792,
"eval_loss": 0.54169100522995,
"eval_runtime": 505.2243,
"eval_samples_per_second": 0.418,
"eval_steps_per_second": 0.105,
"step": 555
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.8636363636363636,
"eval_loss": 0.5939798355102539,
"eval_runtime": 272.8909,
"eval_samples_per_second": 0.403,
"eval_steps_per_second": 0.103,
"step": 555
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.8636363636363636,
"eval_loss": 0.5939797163009644,
"eval_runtime": 262.8979,
"eval_samples_per_second": 0.418,
"eval_steps_per_second": 0.107,
"step": 555
},
{
"epoch": 2.32972972972973,
"eval_accuracy": 0.8530805687203792,
"eval_loss": 0.5416910648345947,
"eval_runtime": 510.4742,
"eval_samples_per_second": 0.413,
"eval_steps_per_second": 0.104,
"step": 555
}
],
"logging_steps": 10,
"max_steps": 555,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 2.758836207590572e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}