vit-base-beans-demo-v5 / trainer_state.json
Jieuny's picture
Jieuny
ad8ea84 verified
{
"best_metric": 0.02550239861011505,
"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": 0.026073064655065536,
"learning_rate": 0.00019230769230769233,
"loss": 0.0059,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 0.02703898586332798,
"learning_rate": 0.00018461538461538463,
"loss": 0.0053,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.025978663936257362,
"learning_rate": 0.00017692307692307693,
"loss": 0.0049,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.02143310010433197,
"learning_rate": 0.00016923076923076923,
"loss": 0.0039,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.3948848247528076,
"learning_rate": 0.00016153846153846155,
"loss": 0.0045,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.01829284243285656,
"learning_rate": 0.00015384615384615385,
"loss": 0.0047,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.6177886724472046,
"learning_rate": 0.00014615384615384615,
"loss": 0.1699,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.0340842679142952,
"learning_rate": 0.00013846153846153847,
"loss": 0.0802,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.028572693467140198,
"learning_rate": 0.00013076923076923077,
"loss": 0.0117,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.036357320845127106,
"learning_rate": 0.0001230769230769231,
"loss": 0.0419,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9924812030075187,
"eval_loss": 0.02550239861011505,
"eval_runtime": 1.9733,
"eval_samples_per_second": 67.398,
"eval_steps_per_second": 8.615,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 9.704477310180664,
"learning_rate": 0.00011538461538461538,
"loss": 0.0174,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.05334135890007019,
"learning_rate": 0.0001076923076923077,
"loss": 0.0547,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 20.598960876464844,
"learning_rate": 0.0001,
"loss": 0.0576,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.018562769517302513,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0154,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.01950875297188759,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0615,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.017226506024599075,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0123,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.02454870566725731,
"learning_rate": 6.923076923076924e-05,
"loss": 0.003,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.020279334858059883,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0028,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.013689412735402584,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0031,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.013543753884732723,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0119,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9624060150375939,
"eval_loss": 0.16051983833312988,
"eval_runtime": 1.2648,
"eval_samples_per_second": 105.151,
"eval_steps_per_second": 13.44,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.01208597794175148,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0024,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.014367583207786083,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0025,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.013976923190057278,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0023,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.013237027451395988,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0023,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.011933455243706703,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0022,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.011974948458373547,
"learning_rate": 0.0,
"loss": 0.0418,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.02407647935816875,
"train_runtime": 86.142,
"train_samples_per_second": 48.014,
"train_steps_per_second": 3.018
}
],
"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
}