vit-base-beans-demo-v5 / trainer_state.json
movie
younghwaa
cfa023a verified
raw
history blame
5.98 kB
{
"best_metric": 0.018796762451529503,
"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": 1.4108372926712036,
"learning_rate": 0.00019230769230769233,
"loss": 0.7924,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 2.044903039932251,
"learning_rate": 0.00018461538461538463,
"loss": 0.301,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.7039980888366699,
"learning_rate": 0.00017692307692307693,
"loss": 0.1992,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 1.1257214546203613,
"learning_rate": 0.00016923076923076923,
"loss": 0.2634,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.34912949800491333,
"learning_rate": 0.00016153846153846155,
"loss": 0.1518,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 4.554572582244873,
"learning_rate": 0.00015384615384615385,
"loss": 0.23,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.4593968093395233,
"learning_rate": 0.00014615384615384615,
"loss": 0.0491,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.13646918535232544,
"learning_rate": 0.00013846153846153847,
"loss": 0.1,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 5.695180416107178,
"learning_rate": 0.00013076923076923077,
"loss": 0.0552,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 1.3406460285186768,
"learning_rate": 0.0001230769230769231,
"loss": 0.0846,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.061424773186445236,
"eval_runtime": 1.708,
"eval_samples_per_second": 77.869,
"eval_steps_per_second": 9.953,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.4606086015701294,
"learning_rate": 0.00011538461538461538,
"loss": 0.1462,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.5630506873130798,
"learning_rate": 0.0001076923076923077,
"loss": 0.0893,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.09152624756097794,
"learning_rate": 0.0001,
"loss": 0.0368,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.9141150116920471,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0192,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 1.7744202613830566,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0423,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.14094310998916626,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0894,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.2033337652683258,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0158,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 2.038670778274536,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0682,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.5425238609313965,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0148,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.12908649444580078,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0121,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 1.0,
"eval_loss": 0.018796762451529503,
"eval_runtime": 2.1434,
"eval_samples_per_second": 62.05,
"eval_steps_per_second": 7.931,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.07232276350259781,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0119,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.05829685181379318,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0131,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06218134984374046,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0306,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.06792601197957993,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.011,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.060047898441553116,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0108,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.05698742717504501,
"learning_rate": 0.0,
"loss": 0.0106,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.1095780831690018,
"train_runtime": 90.7321,
"train_samples_per_second": 45.585,
"train_steps_per_second": 2.866
}
],
"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
}