younggi's picture
End of training
fdd03d9
raw
history blame
16.5 kB
{
"best_metric": 0.9428571428571428,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1200",
"epoch": 3.25,
"global_step": 1200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 4.166666666666667e-06,
"loss": 2.4409,
"step": 10
},
{
"epoch": 0.02,
"learning_rate": 8.333333333333334e-06,
"loss": 2.2714,
"step": 20
},
{
"epoch": 0.03,
"learning_rate": 1.25e-05,
"loss": 2.4193,
"step": 30
},
{
"epoch": 0.03,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.2694,
"step": 40
},
{
"epoch": 0.04,
"learning_rate": 2.0833333333333336e-05,
"loss": 2.413,
"step": 50
},
{
"epoch": 0.05,
"learning_rate": 2.5e-05,
"loss": 2.2647,
"step": 60
},
{
"epoch": 0.06,
"learning_rate": 2.916666666666667e-05,
"loss": 2.3393,
"step": 70
},
{
"epoch": 0.07,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.2992,
"step": 80
},
{
"epoch": 0.07,
"learning_rate": 3.7500000000000003e-05,
"loss": 1.9369,
"step": 90
},
{
"epoch": 0.08,
"learning_rate": 4.166666666666667e-05,
"loss": 2.0877,
"step": 100
},
{
"epoch": 0.09,
"learning_rate": 4.5833333333333334e-05,
"loss": 2.3769,
"step": 110
},
{
"epoch": 0.1,
"learning_rate": 5e-05,
"loss": 2.3081,
"step": 120
},
{
"epoch": 0.11,
"learning_rate": 4.9537037037037035e-05,
"loss": 2.3568,
"step": 130
},
{
"epoch": 0.12,
"learning_rate": 4.9074074074074075e-05,
"loss": 2.1998,
"step": 140
},
{
"epoch": 0.12,
"learning_rate": 4.8611111111111115e-05,
"loss": 1.6882,
"step": 150
},
{
"epoch": 0.13,
"learning_rate": 4.814814814814815e-05,
"loss": 1.6895,
"step": 160
},
{
"epoch": 0.14,
"learning_rate": 4.768518518518519e-05,
"loss": 1.8284,
"step": 170
},
{
"epoch": 0.15,
"learning_rate": 4.722222222222222e-05,
"loss": 1.9579,
"step": 180
},
{
"epoch": 0.16,
"learning_rate": 4.675925925925926e-05,
"loss": 2.2044,
"step": 190
},
{
"epoch": 0.17,
"learning_rate": 4.62962962962963e-05,
"loss": 1.6571,
"step": 200
},
{
"epoch": 0.17,
"learning_rate": 4.5833333333333334e-05,
"loss": 2.4752,
"step": 210
},
{
"epoch": 0.18,
"learning_rate": 4.5370370370370374e-05,
"loss": 1.7249,
"step": 220
},
{
"epoch": 0.19,
"learning_rate": 4.490740740740741e-05,
"loss": 1.7212,
"step": 230
},
{
"epoch": 0.2,
"learning_rate": 4.4444444444444447e-05,
"loss": 2.1472,
"step": 240
},
{
"epoch": 0.21,
"learning_rate": 4.3981481481481486e-05,
"loss": 1.7036,
"step": 250
},
{
"epoch": 0.22,
"learning_rate": 4.351851851851852e-05,
"loss": 1.9239,
"step": 260
},
{
"epoch": 0.23,
"learning_rate": 4.305555555555556e-05,
"loss": 1.5625,
"step": 270
},
{
"epoch": 0.23,
"learning_rate": 4.259259259259259e-05,
"loss": 1.5056,
"step": 280
},
{
"epoch": 0.24,
"learning_rate": 4.212962962962963e-05,
"loss": 1.2661,
"step": 290
},
{
"epoch": 0.25,
"learning_rate": 4.166666666666667e-05,
"loss": 1.9142,
"step": 300
},
{
"epoch": 0.25,
"eval_accuracy": 0.2714285714285714,
"eval_loss": 1.962735652923584,
"eval_runtime": 15.8959,
"eval_samples_per_second": 4.404,
"eval_steps_per_second": 4.404,
"step": 300
},
{
"epoch": 1.01,
"learning_rate": 4.1203703703703705e-05,
"loss": 1.0597,
"step": 310
},
{
"epoch": 1.02,
"learning_rate": 4.074074074074074e-05,
"loss": 1.2077,
"step": 320
},
{
"epoch": 1.02,
"learning_rate": 4.027777777777778e-05,
"loss": 1.66,
"step": 330
},
{
"epoch": 1.03,
"learning_rate": 3.981481481481482e-05,
"loss": 1.2875,
"step": 340
},
{
"epoch": 1.04,
"learning_rate": 3.935185185185186e-05,
"loss": 0.6674,
"step": 350
},
{
"epoch": 1.05,
"learning_rate": 3.888888888888889e-05,
"loss": 1.2272,
"step": 360
},
{
"epoch": 1.06,
"learning_rate": 3.8425925925925924e-05,
"loss": 0.9939,
"step": 370
},
{
"epoch": 1.07,
"learning_rate": 3.7962962962962964e-05,
"loss": 1.4937,
"step": 380
},
{
"epoch": 1.07,
"learning_rate": 3.7500000000000003e-05,
"loss": 1.7014,
"step": 390
},
{
"epoch": 1.08,
"learning_rate": 3.7037037037037037e-05,
"loss": 1.3917,
"step": 400
},
{
"epoch": 1.09,
"learning_rate": 3.6574074074074076e-05,
"loss": 0.7352,
"step": 410
},
{
"epoch": 1.1,
"learning_rate": 3.611111111111111e-05,
"loss": 1.0035,
"step": 420
},
{
"epoch": 1.11,
"learning_rate": 3.564814814814815e-05,
"loss": 0.897,
"step": 430
},
{
"epoch": 1.12,
"learning_rate": 3.518518518518519e-05,
"loss": 0.7653,
"step": 440
},
{
"epoch": 1.12,
"learning_rate": 3.472222222222222e-05,
"loss": 1.3736,
"step": 450
},
{
"epoch": 1.13,
"learning_rate": 3.425925925925926e-05,
"loss": 0.9104,
"step": 460
},
{
"epoch": 1.14,
"learning_rate": 3.3796296296296295e-05,
"loss": 0.8664,
"step": 470
},
{
"epoch": 1.15,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.5456,
"step": 480
},
{
"epoch": 1.16,
"learning_rate": 3.2870370370370375e-05,
"loss": 1.3923,
"step": 490
},
{
"epoch": 1.17,
"learning_rate": 3.240740740740741e-05,
"loss": 0.9565,
"step": 500
},
{
"epoch": 1.18,
"learning_rate": 3.194444444444444e-05,
"loss": 0.5909,
"step": 510
},
{
"epoch": 1.18,
"learning_rate": 3.148148148148148e-05,
"loss": 0.7574,
"step": 520
},
{
"epoch": 1.19,
"learning_rate": 3.101851851851852e-05,
"loss": 1.2527,
"step": 530
},
{
"epoch": 1.2,
"learning_rate": 3.055555555555556e-05,
"loss": 1.1361,
"step": 540
},
{
"epoch": 1.21,
"learning_rate": 3.0092592592592593e-05,
"loss": 0.2199,
"step": 550
},
{
"epoch": 1.22,
"learning_rate": 2.962962962962963e-05,
"loss": 0.1439,
"step": 560
},
{
"epoch": 1.23,
"learning_rate": 2.916666666666667e-05,
"loss": 1.9032,
"step": 570
},
{
"epoch": 1.23,
"learning_rate": 2.8703703703703706e-05,
"loss": 1.7757,
"step": 580
},
{
"epoch": 1.24,
"learning_rate": 2.824074074074074e-05,
"loss": 1.257,
"step": 590
},
{
"epoch": 1.25,
"learning_rate": 2.777777777777778e-05,
"loss": 1.5385,
"step": 600
},
{
"epoch": 1.25,
"eval_accuracy": 0.6857142857142857,
"eval_loss": 1.001339077949524,
"eval_runtime": 16.8768,
"eval_samples_per_second": 4.148,
"eval_steps_per_second": 4.148,
"step": 600
},
{
"epoch": 2.01,
"learning_rate": 2.7314814814814816e-05,
"loss": 0.5868,
"step": 610
},
{
"epoch": 2.02,
"learning_rate": 2.6851851851851855e-05,
"loss": 0.3039,
"step": 620
},
{
"epoch": 2.02,
"learning_rate": 2.6388888888888892e-05,
"loss": 0.0372,
"step": 630
},
{
"epoch": 2.03,
"learning_rate": 2.5925925925925925e-05,
"loss": 0.6779,
"step": 640
},
{
"epoch": 2.04,
"learning_rate": 2.5462962962962965e-05,
"loss": 0.4467,
"step": 650
},
{
"epoch": 2.05,
"learning_rate": 2.5e-05,
"loss": 0.6143,
"step": 660
},
{
"epoch": 2.06,
"learning_rate": 2.4537037037037038e-05,
"loss": 0.2268,
"step": 670
},
{
"epoch": 2.07,
"learning_rate": 2.4074074074074074e-05,
"loss": 0.3228,
"step": 680
},
{
"epoch": 2.08,
"learning_rate": 2.361111111111111e-05,
"loss": 0.315,
"step": 690
},
{
"epoch": 2.08,
"learning_rate": 2.314814814814815e-05,
"loss": 0.2197,
"step": 700
},
{
"epoch": 2.09,
"learning_rate": 2.2685185185185187e-05,
"loss": 0.0526,
"step": 710
},
{
"epoch": 2.1,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.523,
"step": 720
},
{
"epoch": 2.11,
"learning_rate": 2.175925925925926e-05,
"loss": 0.8258,
"step": 730
},
{
"epoch": 2.12,
"learning_rate": 2.1296296296296296e-05,
"loss": 0.0145,
"step": 740
},
{
"epoch": 2.12,
"learning_rate": 2.0833333333333336e-05,
"loss": 0.4996,
"step": 750
},
{
"epoch": 2.13,
"learning_rate": 2.037037037037037e-05,
"loss": 0.0515,
"step": 760
},
{
"epoch": 2.14,
"learning_rate": 1.990740740740741e-05,
"loss": 0.2202,
"step": 770
},
{
"epoch": 2.15,
"learning_rate": 1.9444444444444445e-05,
"loss": 0.3831,
"step": 780
},
{
"epoch": 2.16,
"learning_rate": 1.8981481481481482e-05,
"loss": 0.5722,
"step": 790
},
{
"epoch": 2.17,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.3105,
"step": 800
},
{
"epoch": 2.17,
"learning_rate": 1.8055555555555555e-05,
"loss": 0.0518,
"step": 810
},
{
"epoch": 2.18,
"learning_rate": 1.7592592592592595e-05,
"loss": 0.0928,
"step": 820
},
{
"epoch": 2.19,
"learning_rate": 1.712962962962963e-05,
"loss": 0.3528,
"step": 830
},
{
"epoch": 2.2,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.1551,
"step": 840
},
{
"epoch": 2.21,
"learning_rate": 1.6203703703703704e-05,
"loss": 0.5542,
"step": 850
},
{
"epoch": 2.22,
"learning_rate": 1.574074074074074e-05,
"loss": 0.6221,
"step": 860
},
{
"epoch": 2.23,
"learning_rate": 1.527777777777778e-05,
"loss": 0.0083,
"step": 870
},
{
"epoch": 2.23,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.1625,
"step": 880
},
{
"epoch": 2.24,
"learning_rate": 1.4351851851851853e-05,
"loss": 0.2397,
"step": 890
},
{
"epoch": 2.25,
"learning_rate": 1.388888888888889e-05,
"loss": 0.1054,
"step": 900
},
{
"epoch": 2.25,
"eval_accuracy": 0.7142857142857143,
"eval_loss": 0.9923623204231262,
"eval_runtime": 16.913,
"eval_samples_per_second": 4.139,
"eval_steps_per_second": 4.139,
"step": 900
},
{
"epoch": 3.01,
"learning_rate": 1.3425925925925928e-05,
"loss": 0.0559,
"step": 910
},
{
"epoch": 3.02,
"learning_rate": 1.2962962962962962e-05,
"loss": 0.0097,
"step": 920
},
{
"epoch": 3.02,
"learning_rate": 1.25e-05,
"loss": 0.0173,
"step": 930
},
{
"epoch": 3.03,
"learning_rate": 1.2037037037037037e-05,
"loss": 0.017,
"step": 940
},
{
"epoch": 3.04,
"learning_rate": 1.1574074074074075e-05,
"loss": 0.1396,
"step": 950
},
{
"epoch": 3.05,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.0058,
"step": 960
},
{
"epoch": 3.06,
"learning_rate": 1.0648148148148148e-05,
"loss": 0.0069,
"step": 970
},
{
"epoch": 3.07,
"learning_rate": 1.0185185185185185e-05,
"loss": 0.0354,
"step": 980
},
{
"epoch": 3.08,
"learning_rate": 9.722222222222223e-06,
"loss": 0.0286,
"step": 990
},
{
"epoch": 3.08,
"learning_rate": 9.259259259259259e-06,
"loss": 0.2338,
"step": 1000
},
{
"epoch": 3.09,
"learning_rate": 8.796296296296297e-06,
"loss": 0.3499,
"step": 1010
},
{
"epoch": 3.1,
"learning_rate": 8.333333333333334e-06,
"loss": 0.0078,
"step": 1020
},
{
"epoch": 3.11,
"learning_rate": 7.87037037037037e-06,
"loss": 0.1362,
"step": 1030
},
{
"epoch": 3.12,
"learning_rate": 7.4074074074074075e-06,
"loss": 0.0039,
"step": 1040
},
{
"epoch": 3.12,
"learning_rate": 6.944444444444445e-06,
"loss": 0.0396,
"step": 1050
},
{
"epoch": 3.13,
"learning_rate": 6.481481481481481e-06,
"loss": 0.0284,
"step": 1060
},
{
"epoch": 3.14,
"learning_rate": 6.0185185185185185e-06,
"loss": 0.4627,
"step": 1070
},
{
"epoch": 3.15,
"learning_rate": 5.555555555555556e-06,
"loss": 0.231,
"step": 1080
},
{
"epoch": 3.16,
"learning_rate": 5.092592592592592e-06,
"loss": 0.3487,
"step": 1090
},
{
"epoch": 3.17,
"learning_rate": 4.6296296296296296e-06,
"loss": 0.0043,
"step": 1100
},
{
"epoch": 3.17,
"learning_rate": 4.166666666666667e-06,
"loss": 0.0374,
"step": 1110
},
{
"epoch": 3.18,
"learning_rate": 3.7037037037037037e-06,
"loss": 0.7036,
"step": 1120
},
{
"epoch": 3.19,
"learning_rate": 3.2407407407407406e-06,
"loss": 0.0039,
"step": 1130
},
{
"epoch": 3.2,
"learning_rate": 2.777777777777778e-06,
"loss": 0.3257,
"step": 1140
},
{
"epoch": 3.21,
"learning_rate": 2.3148148148148148e-06,
"loss": 0.0092,
"step": 1150
},
{
"epoch": 3.22,
"learning_rate": 1.8518518518518519e-06,
"loss": 0.0107,
"step": 1160
},
{
"epoch": 3.23,
"learning_rate": 1.388888888888889e-06,
"loss": 0.1857,
"step": 1170
},
{
"epoch": 3.23,
"learning_rate": 9.259259259259259e-07,
"loss": 0.1795,
"step": 1180
},
{
"epoch": 3.24,
"learning_rate": 4.6296296296296297e-07,
"loss": 0.0069,
"step": 1190
},
{
"epoch": 3.25,
"learning_rate": 0.0,
"loss": 1.3117,
"step": 1200
},
{
"epoch": 3.25,
"eval_accuracy": 0.9428571428571428,
"eval_loss": 0.2302306592464447,
"eval_runtime": 16.1163,
"eval_samples_per_second": 4.343,
"eval_steps_per_second": 4.343,
"step": 1200
},
{
"epoch": 3.25,
"step": 1200,
"total_flos": 1.495384188125184e+18,
"train_loss": 0.9095784844768544,
"train_runtime": 733.7164,
"train_samples_per_second": 1.636,
"train_steps_per_second": 1.636
},
{
"epoch": 3.25,
"eval_accuracy": 0.896774193548387,
"eval_loss": 0.43612316250801086,
"eval_runtime": 36.0305,
"eval_samples_per_second": 4.302,
"eval_steps_per_second": 4.302,
"step": 1200
},
{
"epoch": 3.25,
"eval_accuracy": 0.896774193548387,
"eval_loss": 0.43612316250801086,
"eval_runtime": 34.2635,
"eval_samples_per_second": 4.524,
"eval_steps_per_second": 4.524,
"step": 1200
}
],
"max_steps": 1200,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.495384188125184e+18,
"trial_name": null,
"trial_params": null
}