videomae-base-finetuned-bekhoaxe / trainer_state.json
ninhnguyendx779's picture
End of training
9b814a3 verified
raw
history blame
No virus
15.5 kB
{
"best_metric": 0.9964912280701754,
"best_model_checkpoint": "videomae-base-finetuned-bekhoaxe/checkpoint-636",
"epoch": 3.25,
"eval_steps": 500,
"global_step": 848,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"grad_norm": 10.807732582092285,
"learning_rate": 5.882352941176471e-06,
"loss": 0.6707,
"step": 10
},
{
"epoch": 0.02,
"grad_norm": 6.269227504730225,
"learning_rate": 1.1764705882352942e-05,
"loss": 0.6435,
"step": 20
},
{
"epoch": 0.04,
"grad_norm": 10.753657341003418,
"learning_rate": 1.7647058823529414e-05,
"loss": 0.571,
"step": 30
},
{
"epoch": 0.05,
"grad_norm": 9.196399688720703,
"learning_rate": 2.3529411764705884e-05,
"loss": 0.4578,
"step": 40
},
{
"epoch": 0.06,
"grad_norm": 3.8521430492401123,
"learning_rate": 2.9411764705882354e-05,
"loss": 0.2468,
"step": 50
},
{
"epoch": 0.07,
"grad_norm": 4.0225911140441895,
"learning_rate": 3.529411764705883e-05,
"loss": 0.1737,
"step": 60
},
{
"epoch": 0.08,
"grad_norm": 0.2649253010749817,
"learning_rate": 4.11764705882353e-05,
"loss": 0.0356,
"step": 70
},
{
"epoch": 0.09,
"grad_norm": 106.07608795166016,
"learning_rate": 4.705882352941177e-05,
"loss": 0.3572,
"step": 80
},
{
"epoch": 0.11,
"grad_norm": 0.02139919251203537,
"learning_rate": 4.9672346002621236e-05,
"loss": 0.2095,
"step": 90
},
{
"epoch": 0.12,
"grad_norm": 87.85816955566406,
"learning_rate": 4.90170380078637e-05,
"loss": 0.389,
"step": 100
},
{
"epoch": 0.13,
"grad_norm": 0.4829784035682678,
"learning_rate": 4.836173001310616e-05,
"loss": 0.1773,
"step": 110
},
{
"epoch": 0.14,
"grad_norm": 0.020957980304956436,
"learning_rate": 4.7706422018348626e-05,
"loss": 0.0059,
"step": 120
},
{
"epoch": 0.15,
"grad_norm": 0.018635602667927742,
"learning_rate": 4.705111402359109e-05,
"loss": 1.1257,
"step": 130
},
{
"epoch": 0.17,
"grad_norm": 0.2680661976337433,
"learning_rate": 4.6395806028833554e-05,
"loss": 0.4074,
"step": 140
},
{
"epoch": 0.18,
"grad_norm": 0.034663423895835876,
"learning_rate": 4.5740498034076015e-05,
"loss": 0.0125,
"step": 150
},
{
"epoch": 0.19,
"grad_norm": 0.027404017746448517,
"learning_rate": 4.508519003931848e-05,
"loss": 0.1217,
"step": 160
},
{
"epoch": 0.2,
"grad_norm": 25.80691146850586,
"learning_rate": 4.4429882044560943e-05,
"loss": 0.3167,
"step": 170
},
{
"epoch": 0.21,
"grad_norm": 0.13836145401000977,
"learning_rate": 4.3774574049803404e-05,
"loss": 0.5605,
"step": 180
},
{
"epoch": 0.22,
"grad_norm": 0.010564002208411694,
"learning_rate": 4.311926605504588e-05,
"loss": 0.002,
"step": 190
},
{
"epoch": 0.24,
"grad_norm": 0.02207314595580101,
"learning_rate": 4.246395806028834e-05,
"loss": 0.1598,
"step": 200
},
{
"epoch": 0.25,
"grad_norm": 0.039745017886161804,
"learning_rate": 4.18086500655308e-05,
"loss": 0.337,
"step": 210
},
{
"epoch": 0.25,
"eval_accuracy": 0.9508771929824561,
"eval_loss": 0.13453243672847748,
"eval_runtime": 161.5975,
"eval_samples_per_second": 1.764,
"eval_steps_per_second": 0.885,
"step": 212
},
{
"epoch": 1.01,
"grad_norm": 1.155490756034851,
"learning_rate": 4.115334207077327e-05,
"loss": 0.3642,
"step": 220
},
{
"epoch": 1.02,
"grad_norm": 0.03908234462141991,
"learning_rate": 4.049803407601573e-05,
"loss": 0.0017,
"step": 230
},
{
"epoch": 1.03,
"grad_norm": 0.07498504221439362,
"learning_rate": 3.984272608125819e-05,
"loss": 0.0012,
"step": 240
},
{
"epoch": 1.04,
"grad_norm": 0.011099644936621189,
"learning_rate": 3.918741808650066e-05,
"loss": 0.6515,
"step": 250
},
{
"epoch": 1.06,
"grad_norm": 0.13020159304141998,
"learning_rate": 3.8532110091743125e-05,
"loss": 0.0009,
"step": 260
},
{
"epoch": 1.07,
"grad_norm": 0.03461850434541702,
"learning_rate": 3.7876802096985586e-05,
"loss": 0.3921,
"step": 270
},
{
"epoch": 1.08,
"grad_norm": 0.013056197203695774,
"learning_rate": 3.722149410222805e-05,
"loss": 0.2843,
"step": 280
},
{
"epoch": 1.09,
"grad_norm": 0.00816601887345314,
"learning_rate": 3.6566186107470514e-05,
"loss": 0.2704,
"step": 290
},
{
"epoch": 1.1,
"grad_norm": 0.4981946647167206,
"learning_rate": 3.5910878112712975e-05,
"loss": 0.0053,
"step": 300
},
{
"epoch": 1.12,
"grad_norm": 0.014170478098094463,
"learning_rate": 3.5255570117955436e-05,
"loss": 0.2984,
"step": 310
},
{
"epoch": 1.13,
"grad_norm": 0.03322271630167961,
"learning_rate": 3.460026212319791e-05,
"loss": 0.0012,
"step": 320
},
{
"epoch": 1.14,
"grad_norm": 0.019952110946178436,
"learning_rate": 3.394495412844037e-05,
"loss": 0.0167,
"step": 330
},
{
"epoch": 1.15,
"grad_norm": 2.8213207721710205,
"learning_rate": 3.328964613368283e-05,
"loss": 0.4437,
"step": 340
},
{
"epoch": 1.16,
"grad_norm": 0.026097455993294716,
"learning_rate": 3.26343381389253e-05,
"loss": 0.0015,
"step": 350
},
{
"epoch": 1.17,
"grad_norm": 0.32980480790138245,
"learning_rate": 3.197903014416776e-05,
"loss": 0.2044,
"step": 360
},
{
"epoch": 1.19,
"grad_norm": 0.3815198540687561,
"learning_rate": 3.132372214941022e-05,
"loss": 0.1395,
"step": 370
},
{
"epoch": 1.2,
"grad_norm": 0.014452760107815266,
"learning_rate": 3.066841415465269e-05,
"loss": 0.0014,
"step": 380
},
{
"epoch": 1.21,
"grad_norm": 7.192620754241943,
"learning_rate": 3.0013106159895154e-05,
"loss": 0.0059,
"step": 390
},
{
"epoch": 1.22,
"grad_norm": 0.009683230891823769,
"learning_rate": 2.9357798165137618e-05,
"loss": 0.0054,
"step": 400
},
{
"epoch": 1.23,
"grad_norm": 0.0035556950606405735,
"learning_rate": 2.8702490170380082e-05,
"loss": 0.0122,
"step": 410
},
{
"epoch": 1.25,
"grad_norm": 0.010539459995925426,
"learning_rate": 2.8047182175622543e-05,
"loss": 0.5753,
"step": 420
},
{
"epoch": 1.25,
"eval_accuracy": 0.9789473684210527,
"eval_loss": 0.05574525147676468,
"eval_runtime": 89.1683,
"eval_samples_per_second": 3.196,
"eval_steps_per_second": 1.604,
"step": 424
},
{
"epoch": 2.01,
"grad_norm": 0.017384065315127373,
"learning_rate": 2.7391874180865007e-05,
"loss": 0.0032,
"step": 430
},
{
"epoch": 2.02,
"grad_norm": 0.041157085448503494,
"learning_rate": 2.673656618610747e-05,
"loss": 0.0388,
"step": 440
},
{
"epoch": 2.03,
"grad_norm": 0.014596754685044289,
"learning_rate": 2.6081258191349932e-05,
"loss": 0.002,
"step": 450
},
{
"epoch": 2.04,
"grad_norm": 0.004826271440833807,
"learning_rate": 2.5425950196592403e-05,
"loss": 0.1837,
"step": 460
},
{
"epoch": 2.05,
"grad_norm": 0.01182369515299797,
"learning_rate": 2.4770642201834864e-05,
"loss": 0.2806,
"step": 470
},
{
"epoch": 2.07,
"grad_norm": 0.012596765533089638,
"learning_rate": 2.411533420707733e-05,
"loss": 0.001,
"step": 480
},
{
"epoch": 2.08,
"grad_norm": 0.014254101552069187,
"learning_rate": 2.3460026212319793e-05,
"loss": 0.0149,
"step": 490
},
{
"epoch": 2.09,
"grad_norm": 0.0014000836526975036,
"learning_rate": 2.2804718217562254e-05,
"loss": 0.3089,
"step": 500
},
{
"epoch": 2.1,
"grad_norm": 0.0013152866158634424,
"learning_rate": 2.214941022280472e-05,
"loss": 0.0019,
"step": 510
},
{
"epoch": 2.11,
"grad_norm": 0.0013162486720830202,
"learning_rate": 2.1494102228047182e-05,
"loss": 0.0012,
"step": 520
},
{
"epoch": 2.12,
"grad_norm": 0.01350224670022726,
"learning_rate": 2.0838794233289646e-05,
"loss": 0.0004,
"step": 530
},
{
"epoch": 2.14,
"grad_norm": 0.0011886212741956115,
"learning_rate": 2.018348623853211e-05,
"loss": 0.0002,
"step": 540
},
{
"epoch": 2.15,
"grad_norm": 0.013104724697768688,
"learning_rate": 1.9528178243774575e-05,
"loss": 0.0005,
"step": 550
},
{
"epoch": 2.16,
"grad_norm": 141.24769592285156,
"learning_rate": 1.887287024901704e-05,
"loss": 0.0858,
"step": 560
},
{
"epoch": 2.17,
"grad_norm": 89.11790466308594,
"learning_rate": 1.82175622542595e-05,
"loss": 0.6766,
"step": 570
},
{
"epoch": 2.18,
"grad_norm": 0.03498009964823723,
"learning_rate": 1.7562254259501968e-05,
"loss": 0.0006,
"step": 580
},
{
"epoch": 2.2,
"grad_norm": 0.03515917435288429,
"learning_rate": 1.6906946264744432e-05,
"loss": 0.0003,
"step": 590
},
{
"epoch": 2.21,
"grad_norm": 0.003264626022428274,
"learning_rate": 1.6251638269986893e-05,
"loss": 0.0004,
"step": 600
},
{
"epoch": 2.22,
"grad_norm": 0.011713879182934761,
"learning_rate": 1.559633027522936e-05,
"loss": 0.5946,
"step": 610
},
{
"epoch": 2.23,
"grad_norm": 0.06233768165111542,
"learning_rate": 1.4941022280471823e-05,
"loss": 0.1258,
"step": 620
},
{
"epoch": 2.24,
"grad_norm": 0.0129940714687109,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.1747,
"step": 630
},
{
"epoch": 2.25,
"eval_accuracy": 0.9964912280701754,
"eval_loss": 0.009211267344653606,
"eval_runtime": 75.987,
"eval_samples_per_second": 3.751,
"eval_steps_per_second": 1.882,
"step": 636
},
{
"epoch": 3.0,
"grad_norm": 0.0608808733522892,
"learning_rate": 1.3630406290956751e-05,
"loss": 0.0226,
"step": 640
},
{
"epoch": 3.02,
"grad_norm": 0.08016235381364822,
"learning_rate": 1.2975098296199214e-05,
"loss": 0.0644,
"step": 650
},
{
"epoch": 3.03,
"grad_norm": 0.6168311834335327,
"learning_rate": 1.2319790301441678e-05,
"loss": 0.0011,
"step": 660
},
{
"epoch": 3.04,
"grad_norm": 0.0013453299179673195,
"learning_rate": 1.1664482306684142e-05,
"loss": 0.1834,
"step": 670
},
{
"epoch": 3.05,
"grad_norm": 0.0041399141773581505,
"learning_rate": 1.1009174311926607e-05,
"loss": 0.2115,
"step": 680
},
{
"epoch": 3.06,
"grad_norm": 0.10097178816795349,
"learning_rate": 1.035386631716907e-05,
"loss": 0.2718,
"step": 690
},
{
"epoch": 3.08,
"grad_norm": 0.03554755076766014,
"learning_rate": 9.698558322411533e-06,
"loss": 0.0316,
"step": 700
},
{
"epoch": 3.09,
"grad_norm": 0.3528023958206177,
"learning_rate": 9.043250327653998e-06,
"loss": 0.001,
"step": 710
},
{
"epoch": 3.1,
"grad_norm": 0.016770780086517334,
"learning_rate": 8.387942332896462e-06,
"loss": 0.0004,
"step": 720
},
{
"epoch": 3.11,
"grad_norm": 0.6642473936080933,
"learning_rate": 7.732634338138926e-06,
"loss": 0.0012,
"step": 730
},
{
"epoch": 3.12,
"grad_norm": 0.0030567694921046495,
"learning_rate": 7.07732634338139e-06,
"loss": 0.2103,
"step": 740
},
{
"epoch": 3.13,
"grad_norm": 0.003925285767763853,
"learning_rate": 6.422018348623854e-06,
"loss": 0.0006,
"step": 750
},
{
"epoch": 3.15,
"grad_norm": 0.02660321444272995,
"learning_rate": 5.766710353866317e-06,
"loss": 0.0006,
"step": 760
},
{
"epoch": 3.16,
"grad_norm": 0.1314881145954132,
"learning_rate": 5.1114023591087816e-06,
"loss": 0.0008,
"step": 770
},
{
"epoch": 3.17,
"grad_norm": 0.008924220688641071,
"learning_rate": 4.456094364351245e-06,
"loss": 0.0021,
"step": 780
},
{
"epoch": 3.18,
"grad_norm": 0.02253740094602108,
"learning_rate": 3.800786369593709e-06,
"loss": 0.0005,
"step": 790
},
{
"epoch": 3.19,
"grad_norm": 0.006063047330826521,
"learning_rate": 3.145478374836173e-06,
"loss": 0.0005,
"step": 800
},
{
"epoch": 3.21,
"grad_norm": 0.01928607001900673,
"learning_rate": 2.490170380078637e-06,
"loss": 0.0002,
"step": 810
},
{
"epoch": 3.22,
"grad_norm": 0.2391887903213501,
"learning_rate": 1.8348623853211011e-06,
"loss": 0.0005,
"step": 820
},
{
"epoch": 3.23,
"grad_norm": 0.012002573348581791,
"learning_rate": 1.179554390563565e-06,
"loss": 0.0003,
"step": 830
},
{
"epoch": 3.24,
"grad_norm": 0.009785789065063,
"learning_rate": 5.242463958060289e-07,
"loss": 0.001,
"step": 840
},
{
"epoch": 3.25,
"eval_accuracy": 0.9964912280701754,
"eval_loss": 0.005051769781857729,
"eval_runtime": 84.2043,
"eval_samples_per_second": 3.385,
"eval_steps_per_second": 1.698,
"step": 848
},
{
"epoch": 3.25,
"step": 848,
"total_flos": 2.1133255437440778e+18,
"train_loss": 0.16699378463049214,
"train_runtime": 1543.4976,
"train_samples_per_second": 1.099,
"train_steps_per_second": 0.549
},
{
"epoch": 3.25,
"eval_accuracy": 0.9887429643527205,
"eval_loss": 0.020199885591864586,
"eval_runtime": 328.4712,
"eval_samples_per_second": 1.623,
"eval_steps_per_second": 0.813,
"step": 848
}
],
"logging_steps": 10,
"max_steps": 848,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 2.1133255437440778e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}