julienmercier's picture
End of training
2dc0b75
raw
history blame
No virus
11.9 kB
{
"best_metric": 0.9898089171974522,
"best_model_checkpoint": "vit-base-patch16-224-in21k-mobile-eye-tracking-dataset-v2/checkpoint-221",
"epoch": 9.898305084745763,
"global_step": 730,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14,
"learning_rate": 6.849315068493151e-06,
"loss": 0.0366,
"step": 10
},
{
"epoch": 0.27,
"learning_rate": 1.3698630136986302e-05,
"loss": 0.0367,
"step": 20
},
{
"epoch": 0.41,
"learning_rate": 2.0547945205479453e-05,
"loss": 0.0341,
"step": 30
},
{
"epoch": 0.54,
"learning_rate": 2.7397260273972603e-05,
"loss": 0.0396,
"step": 40
},
{
"epoch": 0.68,
"learning_rate": 3.424657534246575e-05,
"loss": 0.0338,
"step": 50
},
{
"epoch": 0.81,
"learning_rate": 4.1095890410958905e-05,
"loss": 0.0298,
"step": 60
},
{
"epoch": 0.95,
"learning_rate": 4.794520547945205e-05,
"loss": 0.024,
"step": 70
},
{
"epoch": 0.99,
"eval_accuracy": 0.9808917197452229,
"eval_loss": 0.0768975093960762,
"eval_runtime": 10.9295,
"eval_samples_per_second": 71.824,
"eval_steps_per_second": 3.019,
"step": 73
},
{
"epoch": 1.08,
"learning_rate": 4.9467275494672755e-05,
"loss": 0.0206,
"step": 80
},
{
"epoch": 1.22,
"learning_rate": 4.8706240487062404e-05,
"loss": 0.0219,
"step": 90
},
{
"epoch": 1.36,
"learning_rate": 4.794520547945205e-05,
"loss": 0.0167,
"step": 100
},
{
"epoch": 1.49,
"learning_rate": 4.71841704718417e-05,
"loss": 0.0314,
"step": 110
},
{
"epoch": 1.63,
"learning_rate": 4.642313546423136e-05,
"loss": 0.0304,
"step": 120
},
{
"epoch": 1.76,
"learning_rate": 4.5662100456621006e-05,
"loss": 0.017,
"step": 130
},
{
"epoch": 1.9,
"learning_rate": 4.4901065449010655e-05,
"loss": 0.0236,
"step": 140
},
{
"epoch": 1.99,
"eval_accuracy": 0.9745222929936306,
"eval_loss": 0.11105378717184067,
"eval_runtime": 10.6001,
"eval_samples_per_second": 74.056,
"eval_steps_per_second": 3.113,
"step": 147
},
{
"epoch": 2.03,
"learning_rate": 4.41400304414003e-05,
"loss": 0.022,
"step": 150
},
{
"epoch": 2.17,
"learning_rate": 4.337899543378995e-05,
"loss": 0.0184,
"step": 160
},
{
"epoch": 2.31,
"learning_rate": 4.26179604261796e-05,
"loss": 0.0321,
"step": 170
},
{
"epoch": 2.44,
"learning_rate": 4.1856925418569256e-05,
"loss": 0.015,
"step": 180
},
{
"epoch": 2.58,
"learning_rate": 4.1095890410958905e-05,
"loss": 0.0114,
"step": 190
},
{
"epoch": 2.71,
"learning_rate": 4.0334855403348554e-05,
"loss": 0.0155,
"step": 200
},
{
"epoch": 2.85,
"learning_rate": 3.95738203957382e-05,
"loss": 0.0165,
"step": 210
},
{
"epoch": 2.98,
"learning_rate": 3.881278538812785e-05,
"loss": 0.0172,
"step": 220
},
{
"epoch": 3.0,
"eval_accuracy": 0.9898089171974522,
"eval_loss": 0.05419470742344856,
"eval_runtime": 11.1217,
"eval_samples_per_second": 70.583,
"eval_steps_per_second": 2.967,
"step": 221
},
{
"epoch": 3.12,
"learning_rate": 3.80517503805175e-05,
"loss": 0.0086,
"step": 230
},
{
"epoch": 3.25,
"learning_rate": 3.7290715372907156e-05,
"loss": 0.0145,
"step": 240
},
{
"epoch": 3.39,
"learning_rate": 3.6529680365296805e-05,
"loss": 0.0082,
"step": 250
},
{
"epoch": 3.53,
"learning_rate": 3.5768645357686453e-05,
"loss": 0.0087,
"step": 260
},
{
"epoch": 3.66,
"learning_rate": 3.50076103500761e-05,
"loss": 0.0072,
"step": 270
},
{
"epoch": 3.8,
"learning_rate": 3.424657534246575e-05,
"loss": 0.0171,
"step": 280
},
{
"epoch": 3.93,
"learning_rate": 3.34855403348554e-05,
"loss": 0.0114,
"step": 290
},
{
"epoch": 4.0,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06302983313798904,
"eval_runtime": 10.6941,
"eval_samples_per_second": 73.405,
"eval_steps_per_second": 3.086,
"step": 295
},
{
"epoch": 4.07,
"learning_rate": 3.2724505327245055e-05,
"loss": 0.0063,
"step": 300
},
{
"epoch": 4.2,
"learning_rate": 3.1963470319634704e-05,
"loss": 0.006,
"step": 310
},
{
"epoch": 4.34,
"learning_rate": 3.120243531202435e-05,
"loss": 0.0102,
"step": 320
},
{
"epoch": 4.47,
"learning_rate": 3.0441400304414e-05,
"loss": 0.0054,
"step": 330
},
{
"epoch": 4.61,
"learning_rate": 2.9680365296803654e-05,
"loss": 0.0074,
"step": 340
},
{
"epoch": 4.75,
"learning_rate": 2.8919330289193303e-05,
"loss": 0.0108,
"step": 350
},
{
"epoch": 4.88,
"learning_rate": 2.815829528158295e-05,
"loss": 0.0051,
"step": 360
},
{
"epoch": 4.99,
"eval_accuracy": 0.9859872611464968,
"eval_loss": 0.0673714205622673,
"eval_runtime": 10.7583,
"eval_samples_per_second": 72.967,
"eval_steps_per_second": 3.067,
"step": 368
},
{
"epoch": 5.02,
"learning_rate": 2.7397260273972603e-05,
"loss": 0.005,
"step": 370
},
{
"epoch": 5.15,
"learning_rate": 2.6636225266362252e-05,
"loss": 0.0048,
"step": 380
},
{
"epoch": 5.29,
"learning_rate": 2.58751902587519e-05,
"loss": 0.0084,
"step": 390
},
{
"epoch": 5.42,
"learning_rate": 2.5114155251141553e-05,
"loss": 0.0049,
"step": 400
},
{
"epoch": 5.56,
"learning_rate": 2.4353120243531202e-05,
"loss": 0.0045,
"step": 410
},
{
"epoch": 5.69,
"learning_rate": 2.359208523592085e-05,
"loss": 0.0043,
"step": 420
},
{
"epoch": 5.83,
"learning_rate": 2.2831050228310503e-05,
"loss": 0.0097,
"step": 430
},
{
"epoch": 5.97,
"learning_rate": 2.207001522070015e-05,
"loss": 0.0044,
"step": 440
},
{
"epoch": 5.99,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06396039575338364,
"eval_runtime": 10.7469,
"eval_samples_per_second": 73.044,
"eval_steps_per_second": 3.071,
"step": 442
},
{
"epoch": 6.1,
"learning_rate": 2.13089802130898e-05,
"loss": 0.0053,
"step": 450
},
{
"epoch": 6.24,
"learning_rate": 2.0547945205479453e-05,
"loss": 0.0041,
"step": 460
},
{
"epoch": 6.37,
"learning_rate": 1.97869101978691e-05,
"loss": 0.004,
"step": 470
},
{
"epoch": 6.51,
"learning_rate": 1.902587519025875e-05,
"loss": 0.004,
"step": 480
},
{
"epoch": 6.64,
"learning_rate": 1.8264840182648402e-05,
"loss": 0.0039,
"step": 490
},
{
"epoch": 6.78,
"learning_rate": 1.750380517503805e-05,
"loss": 0.0091,
"step": 500
},
{
"epoch": 6.92,
"learning_rate": 1.67427701674277e-05,
"loss": 0.0037,
"step": 510
},
{
"epoch": 7.0,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06461471319198608,
"eval_runtime": 10.6595,
"eval_samples_per_second": 73.643,
"eval_steps_per_second": 3.096,
"step": 516
},
{
"epoch": 7.05,
"learning_rate": 1.5981735159817352e-05,
"loss": 0.0085,
"step": 520
},
{
"epoch": 7.19,
"learning_rate": 1.5220700152207e-05,
"loss": 0.0037,
"step": 530
},
{
"epoch": 7.32,
"learning_rate": 1.4459665144596651e-05,
"loss": 0.0036,
"step": 540
},
{
"epoch": 7.46,
"learning_rate": 1.3698630136986302e-05,
"loss": 0.0036,
"step": 550
},
{
"epoch": 7.59,
"learning_rate": 1.293759512937595e-05,
"loss": 0.0035,
"step": 560
},
{
"epoch": 7.73,
"learning_rate": 1.2176560121765601e-05,
"loss": 0.0035,
"step": 570
},
{
"epoch": 7.86,
"learning_rate": 1.1415525114155251e-05,
"loss": 0.0034,
"step": 580
},
{
"epoch": 8.0,
"learning_rate": 1.06544901065449e-05,
"loss": 0.0034,
"step": 590
},
{
"epoch": 8.0,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06516698002815247,
"eval_runtime": 10.6581,
"eval_samples_per_second": 73.653,
"eval_steps_per_second": 3.096,
"step": 590
},
{
"epoch": 8.14,
"learning_rate": 9.89345509893455e-06,
"loss": 0.0034,
"step": 600
},
{
"epoch": 8.27,
"learning_rate": 9.132420091324201e-06,
"loss": 0.0033,
"step": 610
},
{
"epoch": 8.41,
"learning_rate": 8.37138508371385e-06,
"loss": 0.0033,
"step": 620
},
{
"epoch": 8.54,
"learning_rate": 7.6103500761035e-06,
"loss": 0.0033,
"step": 630
},
{
"epoch": 8.68,
"learning_rate": 6.849315068493151e-06,
"loss": 0.008,
"step": 640
},
{
"epoch": 8.81,
"learning_rate": 6.0882800608828005e-06,
"loss": 0.0033,
"step": 650
},
{
"epoch": 8.95,
"learning_rate": 5.32724505327245e-06,
"loss": 0.0032,
"step": 660
},
{
"epoch": 8.99,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06558429449796677,
"eval_runtime": 10.7487,
"eval_samples_per_second": 73.032,
"eval_steps_per_second": 3.07,
"step": 663
},
{
"epoch": 9.08,
"learning_rate": 4.566210045662101e-06,
"loss": 0.0031,
"step": 670
},
{
"epoch": 9.22,
"learning_rate": 3.80517503805175e-06,
"loss": 0.0033,
"step": 680
},
{
"epoch": 9.36,
"learning_rate": 3.0441400304414002e-06,
"loss": 0.0032,
"step": 690
},
{
"epoch": 9.49,
"learning_rate": 2.2831050228310503e-06,
"loss": 0.0031,
"step": 700
},
{
"epoch": 9.63,
"learning_rate": 1.5220700152207001e-06,
"loss": 0.0032,
"step": 710
},
{
"epoch": 9.76,
"learning_rate": 7.610350076103501e-07,
"loss": 0.0076,
"step": 720
},
{
"epoch": 9.9,
"learning_rate": 0.0,
"loss": 0.0032,
"step": 730
},
{
"epoch": 9.9,
"eval_accuracy": 0.9885350318471338,
"eval_loss": 0.06568808108568192,
"eval_runtime": 10.6014,
"eval_samples_per_second": 74.047,
"eval_steps_per_second": 3.113,
"step": 730
},
{
"epoch": 9.9,
"step": 730,
"total_flos": 5.416738622139802e+18,
"train_loss": 0.011492813212720498,
"train_runtime": 2907.1139,
"train_samples_per_second": 24.285,
"train_steps_per_second": 0.251
}
],
"max_steps": 730,
"num_train_epochs": 10,
"total_flos": 5.416738622139802e+18,
"trial_name": null,
"trial_params": null
}