NiiCole's picture
End of training
1461549
raw
history blame
20.2 kB
{
"best_metric": 0.9,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1500",
"epoch": 4.2,
"global_step": 1500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 3.3333333333333333e-06,
"loss": 2.306,
"step": 10
},
{
"epoch": 0.01,
"learning_rate": 6.666666666666667e-06,
"loss": 2.1606,
"step": 20
},
{
"epoch": 0.02,
"learning_rate": 1e-05,
"loss": 2.4268,
"step": 30
},
{
"epoch": 0.03,
"learning_rate": 1.3333333333333333e-05,
"loss": 2.3848,
"step": 40
},
{
"epoch": 0.03,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.3762,
"step": 50
},
{
"epoch": 0.04,
"learning_rate": 2e-05,
"loss": 2.274,
"step": 60
},
{
"epoch": 0.05,
"learning_rate": 2.3333333333333336e-05,
"loss": 2.0968,
"step": 70
},
{
"epoch": 0.05,
"learning_rate": 2.6666666666666667e-05,
"loss": 2.2914,
"step": 80
},
{
"epoch": 0.06,
"learning_rate": 3e-05,
"loss": 2.063,
"step": 90
},
{
"epoch": 0.07,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.2059,
"step": 100
},
{
"epoch": 0.07,
"learning_rate": 3.6666666666666666e-05,
"loss": 2.3758,
"step": 110
},
{
"epoch": 0.08,
"learning_rate": 4e-05,
"loss": 2.221,
"step": 120
},
{
"epoch": 0.09,
"learning_rate": 4.3333333333333334e-05,
"loss": 2.268,
"step": 130
},
{
"epoch": 0.09,
"learning_rate": 4.666666666666667e-05,
"loss": 2.1193,
"step": 140
},
{
"epoch": 0.1,
"learning_rate": 5e-05,
"loss": 1.8585,
"step": 150
},
{
"epoch": 0.11,
"learning_rate": 4.962962962962963e-05,
"loss": 1.8749,
"step": 160
},
{
"epoch": 0.11,
"learning_rate": 4.925925925925926e-05,
"loss": 1.8721,
"step": 170
},
{
"epoch": 0.12,
"learning_rate": 4.888888888888889e-05,
"loss": 2.1232,
"step": 180
},
{
"epoch": 0.13,
"learning_rate": 4.851851851851852e-05,
"loss": 2.2728,
"step": 190
},
{
"epoch": 0.13,
"learning_rate": 4.814814814814815e-05,
"loss": 1.5833,
"step": 200
},
{
"epoch": 0.14,
"learning_rate": 4.7777777777777784e-05,
"loss": 2.4943,
"step": 210
},
{
"epoch": 0.15,
"learning_rate": 4.740740740740741e-05,
"loss": 1.4056,
"step": 220
},
{
"epoch": 0.15,
"learning_rate": 4.703703703703704e-05,
"loss": 1.9793,
"step": 230
},
{
"epoch": 0.16,
"learning_rate": 4.666666666666667e-05,
"loss": 2.2575,
"step": 240
},
{
"epoch": 0.17,
"learning_rate": 4.62962962962963e-05,
"loss": 1.6757,
"step": 250
},
{
"epoch": 0.17,
"learning_rate": 4.592592592592593e-05,
"loss": 2.4101,
"step": 260
},
{
"epoch": 0.18,
"learning_rate": 4.555555555555556e-05,
"loss": 1.5145,
"step": 270
},
{
"epoch": 0.19,
"learning_rate": 4.518518518518519e-05,
"loss": 1.7479,
"step": 280
},
{
"epoch": 0.19,
"learning_rate": 4.481481481481482e-05,
"loss": 1.5142,
"step": 290
},
{
"epoch": 0.2,
"learning_rate": 4.4444444444444447e-05,
"loss": 1.7238,
"step": 300
},
{
"epoch": 0.2,
"eval_accuracy": 0.22857142857142856,
"eval_loss": 2.0761706829071045,
"eval_runtime": 19.2571,
"eval_samples_per_second": 3.635,
"eval_steps_per_second": 3.635,
"step": 300
},
{
"epoch": 1.01,
"learning_rate": 4.4074074074074076e-05,
"loss": 1.7489,
"step": 310
},
{
"epoch": 1.01,
"learning_rate": 4.3703703703703705e-05,
"loss": 1.4939,
"step": 320
},
{
"epoch": 1.02,
"learning_rate": 4.3333333333333334e-05,
"loss": 1.6296,
"step": 330
},
{
"epoch": 1.03,
"learning_rate": 4.296296296296296e-05,
"loss": 1.3562,
"step": 340
},
{
"epoch": 1.03,
"learning_rate": 4.259259259259259e-05,
"loss": 0.5818,
"step": 350
},
{
"epoch": 1.04,
"learning_rate": 4.222222222222222e-05,
"loss": 1.1949,
"step": 360
},
{
"epoch": 1.05,
"learning_rate": 4.185185185185185e-05,
"loss": 1.2505,
"step": 370
},
{
"epoch": 1.05,
"learning_rate": 4.148148148148148e-05,
"loss": 1.0854,
"step": 380
},
{
"epoch": 1.06,
"learning_rate": 4.111111111111111e-05,
"loss": 1.732,
"step": 390
},
{
"epoch": 1.07,
"learning_rate": 4.074074074074074e-05,
"loss": 1.0014,
"step": 400
},
{
"epoch": 1.07,
"learning_rate": 4.0370370370370374e-05,
"loss": 0.8794,
"step": 410
},
{
"epoch": 1.08,
"learning_rate": 4e-05,
"loss": 1.1037,
"step": 420
},
{
"epoch": 1.09,
"learning_rate": 3.962962962962963e-05,
"loss": 1.4254,
"step": 430
},
{
"epoch": 1.09,
"learning_rate": 3.925925925925926e-05,
"loss": 0.7539,
"step": 440
},
{
"epoch": 1.1,
"learning_rate": 3.888888888888889e-05,
"loss": 1.0575,
"step": 450
},
{
"epoch": 1.11,
"learning_rate": 3.851851851851852e-05,
"loss": 0.9441,
"step": 460
},
{
"epoch": 1.11,
"learning_rate": 3.814814814814815e-05,
"loss": 0.8284,
"step": 470
},
{
"epoch": 1.12,
"learning_rate": 3.777777777777778e-05,
"loss": 1.5265,
"step": 480
},
{
"epoch": 1.13,
"learning_rate": 3.740740740740741e-05,
"loss": 1.0127,
"step": 490
},
{
"epoch": 1.13,
"learning_rate": 3.7037037037037037e-05,
"loss": 0.9213,
"step": 500
},
{
"epoch": 1.14,
"learning_rate": 3.6666666666666666e-05,
"loss": 1.0182,
"step": 510
},
{
"epoch": 1.15,
"learning_rate": 3.62962962962963e-05,
"loss": 0.9835,
"step": 520
},
{
"epoch": 1.15,
"learning_rate": 3.592592592592593e-05,
"loss": 1.1437,
"step": 530
},
{
"epoch": 1.16,
"learning_rate": 3.555555555555556e-05,
"loss": 0.4694,
"step": 540
},
{
"epoch": 1.17,
"learning_rate": 3.518518518518519e-05,
"loss": 0.6354,
"step": 550
},
{
"epoch": 1.17,
"learning_rate": 3.481481481481482e-05,
"loss": 0.2423,
"step": 560
},
{
"epoch": 1.18,
"learning_rate": 3.444444444444445e-05,
"loss": 0.748,
"step": 570
},
{
"epoch": 1.19,
"learning_rate": 3.4074074074074077e-05,
"loss": 1.6204,
"step": 580
},
{
"epoch": 1.19,
"learning_rate": 3.3703703703703706e-05,
"loss": 1.1294,
"step": 590
},
{
"epoch": 1.2,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.7966,
"step": 600
},
{
"epoch": 1.2,
"eval_accuracy": 0.6571428571428571,
"eval_loss": 1.0164680480957031,
"eval_runtime": 19.5843,
"eval_samples_per_second": 3.574,
"eval_steps_per_second": 3.574,
"step": 600
},
{
"epoch": 2.01,
"learning_rate": 3.2962962962962964e-05,
"loss": 0.6007,
"step": 610
},
{
"epoch": 2.01,
"learning_rate": 3.25925925925926e-05,
"loss": 0.158,
"step": 620
},
{
"epoch": 2.02,
"learning_rate": 3.222222222222223e-05,
"loss": 0.023,
"step": 630
},
{
"epoch": 2.03,
"learning_rate": 3.185185185185185e-05,
"loss": 0.527,
"step": 640
},
{
"epoch": 2.03,
"learning_rate": 3.148148148148148e-05,
"loss": 0.3728,
"step": 650
},
{
"epoch": 2.04,
"learning_rate": 3.111111111111111e-05,
"loss": 0.9129,
"step": 660
},
{
"epoch": 2.05,
"learning_rate": 3.074074074074074e-05,
"loss": 0.2727,
"step": 670
},
{
"epoch": 2.05,
"learning_rate": 3.037037037037037e-05,
"loss": 0.3488,
"step": 680
},
{
"epoch": 2.06,
"learning_rate": 3e-05,
"loss": 0.4387,
"step": 690
},
{
"epoch": 2.07,
"learning_rate": 2.962962962962963e-05,
"loss": 0.9726,
"step": 700
},
{
"epoch": 2.07,
"learning_rate": 2.925925925925926e-05,
"loss": 1.0291,
"step": 710
},
{
"epoch": 2.08,
"learning_rate": 2.8888888888888888e-05,
"loss": 0.3092,
"step": 720
},
{
"epoch": 2.09,
"learning_rate": 2.851851851851852e-05,
"loss": 1.0766,
"step": 730
},
{
"epoch": 2.09,
"learning_rate": 2.814814814814815e-05,
"loss": 0.2486,
"step": 740
},
{
"epoch": 2.1,
"learning_rate": 2.777777777777778e-05,
"loss": 0.7074,
"step": 750
},
{
"epoch": 2.11,
"learning_rate": 2.7407407407407408e-05,
"loss": 0.1293,
"step": 760
},
{
"epoch": 2.11,
"learning_rate": 2.7037037037037037e-05,
"loss": 0.2645,
"step": 770
},
{
"epoch": 2.12,
"learning_rate": 2.6666666666666667e-05,
"loss": 0.3538,
"step": 780
},
{
"epoch": 2.13,
"learning_rate": 2.6296296296296296e-05,
"loss": 0.3856,
"step": 790
},
{
"epoch": 2.13,
"learning_rate": 2.5925925925925925e-05,
"loss": 0.0705,
"step": 800
},
{
"epoch": 2.14,
"learning_rate": 2.5555555555555554e-05,
"loss": 0.5857,
"step": 810
},
{
"epoch": 2.15,
"learning_rate": 2.5185185185185183e-05,
"loss": 0.0951,
"step": 820
},
{
"epoch": 2.15,
"learning_rate": 2.4814814814814816e-05,
"loss": 0.3052,
"step": 830
},
{
"epoch": 2.16,
"learning_rate": 2.4444444444444445e-05,
"loss": 0.2961,
"step": 840
},
{
"epoch": 2.17,
"learning_rate": 2.4074074074074074e-05,
"loss": 0.2497,
"step": 850
},
{
"epoch": 2.17,
"learning_rate": 2.3703703703703707e-05,
"loss": 0.6132,
"step": 860
},
{
"epoch": 2.18,
"learning_rate": 2.3333333333333336e-05,
"loss": 0.2086,
"step": 870
},
{
"epoch": 2.19,
"learning_rate": 2.2962962962962965e-05,
"loss": 0.0316,
"step": 880
},
{
"epoch": 2.19,
"learning_rate": 2.2592592592592594e-05,
"loss": 0.0949,
"step": 890
},
{
"epoch": 2.2,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.4519,
"step": 900
},
{
"epoch": 2.2,
"eval_accuracy": 0.7857142857142857,
"eval_loss": 0.9175742864608765,
"eval_runtime": 18.8555,
"eval_samples_per_second": 3.712,
"eval_steps_per_second": 3.712,
"step": 900
},
{
"epoch": 3.01,
"learning_rate": 2.1851851851851852e-05,
"loss": 0.353,
"step": 910
},
{
"epoch": 3.01,
"learning_rate": 2.148148148148148e-05,
"loss": 0.0182,
"step": 920
},
{
"epoch": 3.02,
"learning_rate": 2.111111111111111e-05,
"loss": 0.3075,
"step": 930
},
{
"epoch": 3.03,
"learning_rate": 2.074074074074074e-05,
"loss": 0.0136,
"step": 940
},
{
"epoch": 3.03,
"learning_rate": 2.037037037037037e-05,
"loss": 0.2276,
"step": 950
},
{
"epoch": 3.04,
"learning_rate": 2e-05,
"loss": 0.011,
"step": 960
},
{
"epoch": 3.05,
"learning_rate": 1.962962962962963e-05,
"loss": 0.195,
"step": 970
},
{
"epoch": 3.05,
"learning_rate": 1.925925925925926e-05,
"loss": 0.0206,
"step": 980
},
{
"epoch": 3.06,
"learning_rate": 1.888888888888889e-05,
"loss": 0.1989,
"step": 990
},
{
"epoch": 3.07,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.0081,
"step": 1000
},
{
"epoch": 3.07,
"learning_rate": 1.814814814814815e-05,
"loss": 0.6501,
"step": 1010
},
{
"epoch": 3.08,
"learning_rate": 1.777777777777778e-05,
"loss": 0.0752,
"step": 1020
},
{
"epoch": 3.09,
"learning_rate": 1.740740740740741e-05,
"loss": 0.8654,
"step": 1030
},
{
"epoch": 3.09,
"learning_rate": 1.7037037037037038e-05,
"loss": 0.0042,
"step": 1040
},
{
"epoch": 3.1,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.6607,
"step": 1050
},
{
"epoch": 3.11,
"learning_rate": 1.62962962962963e-05,
"loss": 0.0183,
"step": 1060
},
{
"epoch": 3.11,
"learning_rate": 1.5925925925925926e-05,
"loss": 0.1674,
"step": 1070
},
{
"epoch": 3.12,
"learning_rate": 1.5555555555555555e-05,
"loss": 0.0218,
"step": 1080
},
{
"epoch": 3.13,
"learning_rate": 1.5185185185185186e-05,
"loss": 0.5633,
"step": 1090
},
{
"epoch": 3.13,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.0141,
"step": 1100
},
{
"epoch": 3.14,
"learning_rate": 1.4444444444444444e-05,
"loss": 0.6692,
"step": 1110
},
{
"epoch": 3.15,
"learning_rate": 1.4074074074074075e-05,
"loss": 0.4001,
"step": 1120
},
{
"epoch": 3.15,
"learning_rate": 1.3703703703703704e-05,
"loss": 0.0032,
"step": 1130
},
{
"epoch": 3.16,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.8661,
"step": 1140
},
{
"epoch": 3.17,
"learning_rate": 1.2962962962962962e-05,
"loss": 0.0253,
"step": 1150
},
{
"epoch": 3.17,
"learning_rate": 1.2592592592592592e-05,
"loss": 0.1007,
"step": 1160
},
{
"epoch": 3.18,
"learning_rate": 1.2222222222222222e-05,
"loss": 0.3541,
"step": 1170
},
{
"epoch": 3.19,
"learning_rate": 1.1851851851851853e-05,
"loss": 0.5522,
"step": 1180
},
{
"epoch": 3.19,
"learning_rate": 1.1481481481481482e-05,
"loss": 0.5345,
"step": 1190
},
{
"epoch": 3.2,
"learning_rate": 1.1111111111111112e-05,
"loss": 1.8337,
"step": 1200
},
{
"epoch": 3.2,
"eval_accuracy": 0.8,
"eval_loss": 0.9078142642974854,
"eval_runtime": 20.2891,
"eval_samples_per_second": 3.45,
"eval_steps_per_second": 3.45,
"step": 1200
},
{
"epoch": 4.01,
"learning_rate": 1.074074074074074e-05,
"loss": 0.6171,
"step": 1210
},
{
"epoch": 4.01,
"learning_rate": 1.037037037037037e-05,
"loss": 0.058,
"step": 1220
},
{
"epoch": 4.02,
"learning_rate": 1e-05,
"loss": 0.1281,
"step": 1230
},
{
"epoch": 4.03,
"learning_rate": 9.62962962962963e-06,
"loss": 0.1206,
"step": 1240
},
{
"epoch": 4.03,
"learning_rate": 9.259259259259259e-06,
"loss": 0.5738,
"step": 1250
},
{
"epoch": 4.04,
"learning_rate": 8.88888888888889e-06,
"loss": 0.005,
"step": 1260
},
{
"epoch": 4.05,
"learning_rate": 8.518518518518519e-06,
"loss": 0.573,
"step": 1270
},
{
"epoch": 4.05,
"learning_rate": 8.14814814814815e-06,
"loss": 0.4713,
"step": 1280
},
{
"epoch": 4.06,
"learning_rate": 7.777777777777777e-06,
"loss": 0.0032,
"step": 1290
},
{
"epoch": 4.07,
"learning_rate": 7.4074074074074075e-06,
"loss": 0.0057,
"step": 1300
},
{
"epoch": 4.07,
"learning_rate": 7.0370370370370375e-06,
"loss": 0.0834,
"step": 1310
},
{
"epoch": 4.08,
"learning_rate": 6.666666666666667e-06,
"loss": 0.0153,
"step": 1320
},
{
"epoch": 4.09,
"learning_rate": 6.296296296296296e-06,
"loss": 0.0073,
"step": 1330
},
{
"epoch": 4.09,
"learning_rate": 5.925925925925927e-06,
"loss": 0.4686,
"step": 1340
},
{
"epoch": 4.1,
"learning_rate": 5.555555555555556e-06,
"loss": 0.5656,
"step": 1350
},
{
"epoch": 4.11,
"learning_rate": 5.185185185185185e-06,
"loss": 0.0061,
"step": 1360
},
{
"epoch": 4.11,
"learning_rate": 4.814814814814815e-06,
"loss": 0.0059,
"step": 1370
},
{
"epoch": 4.12,
"learning_rate": 4.444444444444445e-06,
"loss": 0.0169,
"step": 1380
},
{
"epoch": 4.13,
"learning_rate": 4.074074074074075e-06,
"loss": 0.1485,
"step": 1390
},
{
"epoch": 4.13,
"learning_rate": 3.7037037037037037e-06,
"loss": 0.0036,
"step": 1400
},
{
"epoch": 4.14,
"learning_rate": 3.3333333333333333e-06,
"loss": 0.2698,
"step": 1410
},
{
"epoch": 4.15,
"learning_rate": 2.9629629629629633e-06,
"loss": 0.012,
"step": 1420
},
{
"epoch": 4.15,
"learning_rate": 2.5925925925925925e-06,
"loss": 0.0598,
"step": 1430
},
{
"epoch": 4.16,
"learning_rate": 2.2222222222222225e-06,
"loss": 0.0041,
"step": 1440
},
{
"epoch": 4.17,
"learning_rate": 1.8518518518518519e-06,
"loss": 0.0035,
"step": 1450
},
{
"epoch": 4.17,
"learning_rate": 1.4814814814814817e-06,
"loss": 0.0048,
"step": 1460
},
{
"epoch": 4.18,
"learning_rate": 1.1111111111111112e-06,
"loss": 0.022,
"step": 1470
},
{
"epoch": 4.19,
"learning_rate": 7.407407407407408e-07,
"loss": 0.4452,
"step": 1480
},
{
"epoch": 4.19,
"learning_rate": 3.703703703703704e-07,
"loss": 0.0023,
"step": 1490
},
{
"epoch": 4.2,
"learning_rate": 0.0,
"loss": 0.006,
"step": 1500
},
{
"epoch": 4.2,
"eval_accuracy": 0.9,
"eval_loss": 0.38240665197372437,
"eval_runtime": 17.0083,
"eval_samples_per_second": 4.116,
"eval_steps_per_second": 4.116,
"step": 1500
},
{
"epoch": 4.2,
"step": 1500,
"total_flos": 1.86923023515648e+18,
"train_loss": 0.8117700910270214,
"train_runtime": 1160.0655,
"train_samples_per_second": 1.293,
"train_steps_per_second": 1.293
},
{
"epoch": 4.2,
"eval_accuracy": 0.9161290322580645,
"eval_loss": 0.2619660198688507,
"eval_runtime": 42.6134,
"eval_samples_per_second": 3.637,
"eval_steps_per_second": 3.637,
"step": 1500
},
{
"epoch": 4.2,
"eval_accuracy": 0.9161290322580645,
"eval_loss": 0.2619659900665283,
"eval_runtime": 43.4165,
"eval_samples_per_second": 3.57,
"eval_steps_per_second": 3.57,
"step": 1500
}
],
"max_steps": 1500,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.86923023515648e+18,
"trial_name": null,
"trial_params": null
}