minhah's picture
End of training
2bc7e0d verified
raw
history blame contribute delete
No virus
9.72 kB
{
"best_metric": 0.9309045226130653,
"best_model_checkpoint": "videomae-base-finetuned-ElderReact-Fear11/checkpoint-39",
"epoch": 9.076315789473684,
"eval_steps": 500,
"global_step": 380,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"grad_norm": 3.863062858581543,
"learning_rate": 1.3157894736842106e-05,
"loss": 0.5556,
"step": 10
},
{
"epoch": 0.05,
"grad_norm": 2.5027570724487305,
"learning_rate": 2.6315789473684212e-05,
"loss": 0.5024,
"step": 20
},
{
"epoch": 0.08,
"grad_norm": 1.4324733018875122,
"learning_rate": 3.9473684210526316e-05,
"loss": 0.4132,
"step": 30
},
{
"epoch": 0.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.25437450408935547,
"eval_runtime": 266.7732,
"eval_samples_per_second": 2.984,
"eval_steps_per_second": 0.187,
"step": 39
},
{
"epoch": 1.0,
"grad_norm": 2.0784482955932617,
"learning_rate": 4.970760233918128e-05,
"loss": 0.3849,
"step": 40
},
{
"epoch": 1.03,
"grad_norm": 4.857975959777832,
"learning_rate": 4.824561403508772e-05,
"loss": 0.4374,
"step": 50
},
{
"epoch": 1.06,
"grad_norm": 2.003520965576172,
"learning_rate": 4.678362573099415e-05,
"loss": 0.4102,
"step": 60
},
{
"epoch": 1.08,
"grad_norm": 3.905989646911621,
"learning_rate": 4.5321637426900585e-05,
"loss": 0.4058,
"step": 70
},
{
"epoch": 1.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.2649548649787903,
"eval_runtime": 312.2869,
"eval_samples_per_second": 2.549,
"eval_steps_per_second": 0.16,
"step": 78
},
{
"epoch": 2.01,
"grad_norm": 3.0998950004577637,
"learning_rate": 4.3859649122807014e-05,
"loss": 0.397,
"step": 80
},
{
"epoch": 2.03,
"grad_norm": 2.9156787395477295,
"learning_rate": 4.239766081871345e-05,
"loss": 0.4688,
"step": 90
},
{
"epoch": 2.06,
"grad_norm": 0.8537417054176331,
"learning_rate": 4.093567251461988e-05,
"loss": 0.3165,
"step": 100
},
{
"epoch": 2.08,
"grad_norm": 1.6496905088424683,
"learning_rate": 3.9473684210526316e-05,
"loss": 0.351,
"step": 110
},
{
"epoch": 2.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.30776447057724,
"eval_runtime": 291.3205,
"eval_samples_per_second": 2.732,
"eval_steps_per_second": 0.172,
"step": 117
},
{
"epoch": 3.01,
"grad_norm": 2.174421787261963,
"learning_rate": 3.8011695906432746e-05,
"loss": 0.4136,
"step": 120
},
{
"epoch": 3.03,
"grad_norm": 1.2753701210021973,
"learning_rate": 3.654970760233918e-05,
"loss": 0.3649,
"step": 130
},
{
"epoch": 3.06,
"grad_norm": 2.671156644821167,
"learning_rate": 3.508771929824561e-05,
"loss": 0.4788,
"step": 140
},
{
"epoch": 3.09,
"grad_norm": 2.175607204437256,
"learning_rate": 3.362573099415205e-05,
"loss": 0.399,
"step": 150
},
{
"epoch": 3.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.25298213958740234,
"eval_runtime": 271.3874,
"eval_samples_per_second": 2.933,
"eval_steps_per_second": 0.184,
"step": 156
},
{
"epoch": 4.01,
"grad_norm": 2.933234930038452,
"learning_rate": 3.216374269005848e-05,
"loss": 0.3368,
"step": 160
},
{
"epoch": 4.04,
"grad_norm": 4.285318851470947,
"learning_rate": 3.0701754385964913e-05,
"loss": 0.3704,
"step": 170
},
{
"epoch": 4.06,
"grad_norm": 2.213531732559204,
"learning_rate": 2.9239766081871346e-05,
"loss": 0.4282,
"step": 180
},
{
"epoch": 4.09,
"grad_norm": 1.1714284420013428,
"learning_rate": 2.777777777777778e-05,
"loss": 0.3695,
"step": 190
},
{
"epoch": 4.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.24894379079341888,
"eval_runtime": 286.1426,
"eval_samples_per_second": 2.782,
"eval_steps_per_second": 0.175,
"step": 195
},
{
"epoch": 5.01,
"grad_norm": 3.546438217163086,
"learning_rate": 2.6315789473684212e-05,
"loss": 0.3161,
"step": 200
},
{
"epoch": 5.04,
"grad_norm": 2.6896326541900635,
"learning_rate": 2.485380116959064e-05,
"loss": 0.4168,
"step": 210
},
{
"epoch": 5.07,
"grad_norm": 1.6038317680358887,
"learning_rate": 2.3391812865497074e-05,
"loss": 0.2991,
"step": 220
},
{
"epoch": 5.09,
"grad_norm": 4.019348621368408,
"learning_rate": 2.1929824561403507e-05,
"loss": 0.3783,
"step": 230
},
{
"epoch": 5.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.23861204087734222,
"eval_runtime": 287.4515,
"eval_samples_per_second": 2.769,
"eval_steps_per_second": 0.174,
"step": 234
},
{
"epoch": 6.02,
"grad_norm": 2.982759952545166,
"learning_rate": 2.046783625730994e-05,
"loss": 0.308,
"step": 240
},
{
"epoch": 6.04,
"grad_norm": 1.170196294784546,
"learning_rate": 1.9005847953216373e-05,
"loss": 0.2539,
"step": 250
},
{
"epoch": 6.07,
"grad_norm": 1.875527262687683,
"learning_rate": 1.7543859649122806e-05,
"loss": 0.3984,
"step": 260
},
{
"epoch": 6.09,
"grad_norm": 2.0295588970184326,
"learning_rate": 1.608187134502924e-05,
"loss": 0.3474,
"step": 270
},
{
"epoch": 6.1,
"eval_accuracy": 0.928391959798995,
"eval_loss": 0.2565610408782959,
"eval_runtime": 281.7088,
"eval_samples_per_second": 2.826,
"eval_steps_per_second": 0.177,
"step": 273
},
{
"epoch": 7.02,
"grad_norm": 1.923046350479126,
"learning_rate": 1.4619883040935673e-05,
"loss": 0.3105,
"step": 280
},
{
"epoch": 7.04,
"grad_norm": 1.6540353298187256,
"learning_rate": 1.3157894736842106e-05,
"loss": 0.2194,
"step": 290
},
{
"epoch": 7.07,
"grad_norm": 2.46889591217041,
"learning_rate": 1.1695906432748537e-05,
"loss": 0.3648,
"step": 300
},
{
"epoch": 7.1,
"grad_norm": 3.0250182151794434,
"learning_rate": 1.023391812865497e-05,
"loss": 0.3682,
"step": 310
},
{
"epoch": 7.1,
"eval_accuracy": 0.9309045226130653,
"eval_loss": 0.23805934190750122,
"eval_runtime": 289.0701,
"eval_samples_per_second": 2.754,
"eval_steps_per_second": 0.173,
"step": 312
},
{
"epoch": 8.02,
"grad_norm": 2.378732442855835,
"learning_rate": 8.771929824561403e-06,
"loss": 0.3726,
"step": 320
},
{
"epoch": 8.05,
"grad_norm": 3.59675931930542,
"learning_rate": 7.3099415204678366e-06,
"loss": 0.2489,
"step": 330
},
{
"epoch": 8.07,
"grad_norm": 1.277233362197876,
"learning_rate": 5.8479532163742686e-06,
"loss": 0.2707,
"step": 340
},
{
"epoch": 8.1,
"grad_norm": 4.423985481262207,
"learning_rate": 4.3859649122807014e-06,
"loss": 0.2805,
"step": 350
},
{
"epoch": 8.1,
"eval_accuracy": 0.9296482412060302,
"eval_loss": 0.2403843104839325,
"eval_runtime": 280.2511,
"eval_samples_per_second": 2.84,
"eval_steps_per_second": 0.178,
"step": 351
},
{
"epoch": 9.02,
"grad_norm": 3.3136565685272217,
"learning_rate": 2.9239766081871343e-06,
"loss": 0.2588,
"step": 360
},
{
"epoch": 9.05,
"grad_norm": 2.6917359828948975,
"learning_rate": 1.4619883040935671e-06,
"loss": 0.2183,
"step": 370
},
{
"epoch": 9.08,
"grad_norm": 3.4215519428253174,
"learning_rate": 0.0,
"loss": 0.3692,
"step": 380
},
{
"epoch": 9.08,
"eval_accuracy": 0.928391959798995,
"eval_loss": 0.2460562288761139,
"eval_runtime": 305.8945,
"eval_samples_per_second": 2.602,
"eval_steps_per_second": 0.163,
"step": 380
},
{
"epoch": 9.08,
"step": 380,
"total_flos": 7.475141472240992e+18,
"train_loss": 0.36326786844353925,
"train_runtime": 5259.7489,
"train_samples_per_second": 1.156,
"train_steps_per_second": 0.072
},
{
"epoch": 9.08,
"eval_accuracy": 0.908,
"eval_loss": 0.30357953906059265,
"eval_runtime": 230.1824,
"eval_samples_per_second": 3.258,
"eval_steps_per_second": 0.204,
"step": 380
},
{
"epoch": 9.08,
"eval_accuracy": 0.908,
"eval_loss": 0.30357953906059265,
"eval_runtime": 210.0413,
"eval_samples_per_second": 3.571,
"eval_steps_per_second": 0.224,
"step": 380
}
],
"logging_steps": 10,
"max_steps": 380,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 7.475141472240992e+18,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}