vit-base-beans-demo-v5 / trainer_state.json
zordi's picture
zordi
6b40eb0 verified
raw
history blame
6.01 kB
{
"best_metric": 0.003522987710312009,
"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": 0.04833316430449486,
"learning_rate": 0.00019230769230769233,
"loss": 0.0099,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 0.04249303787946701,
"learning_rate": 0.00018461538461538463,
"loss": 0.0084,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.03950580209493637,
"learning_rate": 0.00017692307692307693,
"loss": 0.0074,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.038794852793216705,
"learning_rate": 0.00016923076923076923,
"loss": 0.0067,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.03075353428721428,
"learning_rate": 0.00016153846153846155,
"loss": 0.0061,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.028776561841368675,
"learning_rate": 0.00015384615384615385,
"loss": 0.0057,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.02866475097835064,
"learning_rate": 0.00014615384615384615,
"loss": 0.0052,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.02523769624531269,
"learning_rate": 0.00013846153846153847,
"loss": 0.0048,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.02398413047194481,
"learning_rate": 0.00013076923076923077,
"loss": 0.0045,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.02361473999917507,
"learning_rate": 0.0001230769230769231,
"loss": 0.0043,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 1.0,
"eval_loss": 0.0047020018100738525,
"eval_runtime": 1.6788,
"eval_samples_per_second": 79.221,
"eval_steps_per_second": 10.126,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 0.022088322788476944,
"learning_rate": 0.00011538461538461538,
"loss": 0.0041,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.02115621790289879,
"learning_rate": 0.0001076923076923077,
"loss": 0.0039,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.01992017589509487,
"learning_rate": 0.0001,
"loss": 0.0038,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.019350819289684296,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0036,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.019210871309041977,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0035,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.018969299271702766,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0034,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.018202364444732666,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0033,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.017885109409689903,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0032,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.017497321590781212,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0032,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.016919244080781937,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0031,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 1.0,
"eval_loss": 0.003522987710312009,
"eval_runtime": 1.2569,
"eval_samples_per_second": 105.819,
"eval_steps_per_second": 13.526,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.017208773642778397,
"learning_rate": 3.846153846153846e-05,
"loss": 0.003,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.016676107421517372,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.003,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.017159927636384964,
"learning_rate": 2.307692307692308e-05,
"loss": 0.003,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.0164987500756979,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0029,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.017116356641054153,
"learning_rate": 7.692307692307694e-06,
"loss": 0.003,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.0159891489893198,
"learning_rate": 0.0,
"loss": 0.0029,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.004455769520539504,
"train_runtime": 87.2945,
"train_samples_per_second": 47.38,
"train_steps_per_second": 2.978
}
],
"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
}