vit-base-beans-demo-v5 / trainer_state.json
YangJunyeong's picture
YangJunyeong
860048f verified
{
"best_metric": 0.0528901182115078,
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200",
"epoch": 4.0,
"eval_steps": 100,
"global_step": 260,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15384615384615385,
"grad_norm": 1.5694985389709473,
"learning_rate": 0.00019230769230769233,
"loss": 0.779,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 3.1738662719726562,
"learning_rate": 0.00018461538461538463,
"loss": 0.3121,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.6277250051498413,
"learning_rate": 0.00017692307692307693,
"loss": 0.2458,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 1.249167799949646,
"learning_rate": 0.00016923076923076923,
"loss": 0.2304,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.7504239082336426,
"learning_rate": 0.00016153846153846155,
"loss": 0.1661,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 1.7937676906585693,
"learning_rate": 0.00015384615384615385,
"loss": 0.2717,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 2.10583758354187,
"learning_rate": 0.00014615384615384615,
"loss": 0.1335,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.16493375599384308,
"learning_rate": 0.00013846153846153847,
"loss": 0.1085,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 3.5142745971679688,
"learning_rate": 0.00013076923076923077,
"loss": 0.0776,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 7.79476261138916,
"learning_rate": 0.0001230769230769231,
"loss": 0.0504,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9624060150375939,
"eval_loss": 0.11275270581245422,
"eval_runtime": 1.2651,
"eval_samples_per_second": 105.131,
"eval_steps_per_second": 13.438,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.4835689067840576,
"learning_rate": 0.00011538461538461538,
"loss": 0.0954,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.34010475873947144,
"learning_rate": 0.0001076923076923077,
"loss": 0.1372,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.2076033502817154,
"learning_rate": 0.0001,
"loss": 0.0853,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.09932549297809601,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0269,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.1113138496875763,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0717,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.4321606755256653,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0429,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.18629103899002075,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0227,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.070466049015522,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0465,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 1.3304802179336548,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0408,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.06198474392294884,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0308,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.0528901182115078,
"eval_runtime": 1.8145,
"eval_samples_per_second": 73.297,
"eval_steps_per_second": 9.369,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.08140137046575546,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0121,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.05991177260875702,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0117,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06039084494113922,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0114,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.05764195695519447,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0118,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.05695033073425293,
"learning_rate": 7.692307692307694e-06,
"loss": 0.011,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.05573964864015579,
"learning_rate": 0.0,
"loss": 0.0138,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.11719392985105515,
"train_runtime": 105.1308,
"train_samples_per_second": 39.341,
"train_steps_per_second": 2.473
}
],
"logging_steps": 10,
"max_steps": 260,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3.205097416476426e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}