vit-base-beans-demo-v5 / trainer_state.json
wonnie0413's picture
wonnie0413
1a8dfe1 verified
{
"best_metric": 0.07106763869524002,
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-100",
"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": 1.6026091575622559,
"learning_rate": 0.00019230769230769233,
"loss": 0.857,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 1.5386457443237305,
"learning_rate": 0.00018461538461538463,
"loss": 0.3705,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.38434720039367676,
"learning_rate": 0.00017692307692307693,
"loss": 0.2474,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.6597588062286377,
"learning_rate": 0.00016923076923076923,
"loss": 0.2648,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 6.412318706512451,
"learning_rate": 0.00016153846153846155,
"loss": 0.2766,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 4.713058948516846,
"learning_rate": 0.00015384615384615385,
"loss": 0.2076,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.7322153449058533,
"learning_rate": 0.00014615384615384615,
"loss": 0.1394,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.17962901294231415,
"learning_rate": 0.00013846153846153847,
"loss": 0.1321,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.38781630992889404,
"learning_rate": 0.00013076923076923077,
"loss": 0.0399,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.7888959646224976,
"learning_rate": 0.0001230769230769231,
"loss": 0.0631,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9849624060150376,
"eval_loss": 0.07106763869524002,
"eval_runtime": 1.9552,
"eval_samples_per_second": 68.024,
"eval_steps_per_second": 8.695,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.7944247722625732,
"learning_rate": 0.00011538461538461538,
"loss": 0.1224,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 1.4098163843154907,
"learning_rate": 0.0001076923076923077,
"loss": 0.1294,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 1.0332523584365845,
"learning_rate": 0.0001,
"loss": 0.0575,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 2.570497512817383,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0472,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.09198305010795593,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0345,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 3.40727162361145,
"learning_rate": 7.692307692307693e-05,
"loss": 0.03,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.07246225327253342,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0402,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 1.846726894378662,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0652,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 3.1595141887664795,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0358,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.06781166791915894,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0409,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9699248120300752,
"eval_loss": 0.12198615819215775,
"eval_runtime": 1.6615,
"eval_samples_per_second": 80.047,
"eval_steps_per_second": 10.232,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.06514012068510056,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0484,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.06250347942113876,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0142,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06651216000318527,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0123,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.07879933714866638,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0122,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.062080804258584976,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0144,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.06278563290834427,
"learning_rate": 0.0,
"loss": 0.0125,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.12752302890786757,
"train_runtime": 91.8806,
"train_samples_per_second": 45.015,
"train_steps_per_second": 2.83
}
],
"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
}