|
{ |
|
"best_metric": 0.9032258064516129, |
|
"best_model_checkpoint": "vit-base-patch16-224-in21k_covid_19_ct_scans-finetuned-RCC/checkpoint-7", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 35, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9032258064516129, |
|
"eval_auc": 0.5, |
|
"eval_f1": 0.4745762711864407, |
|
"eval_loss": 0.3326825499534607, |
|
"eval_precision": 0.9032258064516129, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 0.8437, |
|
"eval_samples_per_second": 220.447, |
|
"eval_steps_per_second": 7.111, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.4285714285714286, |
|
"grad_norm": 0.2636309266090393, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.3866, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9032258064516129, |
|
"eval_auc": 0.5, |
|
"eval_f1": 0.4745762711864407, |
|
"eval_loss": 0.321345716714859, |
|
"eval_precision": 0.9032258064516129, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 0.8116, |
|
"eval_samples_per_second": 229.168, |
|
"eval_steps_per_second": 7.393, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"grad_norm": 0.272104412317276, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 0.2647, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9032258064516129, |
|
"eval_auc": 0.5, |
|
"eval_f1": 0.4745762711864407, |
|
"eval_loss": 0.3225860893726349, |
|
"eval_precision": 0.9032258064516129, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 0.8463, |
|
"eval_samples_per_second": 219.774, |
|
"eval_steps_per_second": 7.089, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9032258064516129, |
|
"eval_auc": 0.5, |
|
"eval_f1": 0.4745762711864407, |
|
"eval_loss": 0.3246254324913025, |
|
"eval_precision": 0.9032258064516129, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 0.8082, |
|
"eval_samples_per_second": 230.153, |
|
"eval_steps_per_second": 7.424, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 4.285714285714286, |
|
"grad_norm": 0.10781802982091904, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 0.2593, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9032258064516129, |
|
"eval_auc": 0.5, |
|
"eval_f1": 0.4745762711864407, |
|
"eval_loss": 0.32352539896965027, |
|
"eval_precision": 0.9032258064516129, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 0.9532, |
|
"eval_samples_per_second": 195.137, |
|
"eval_steps_per_second": 6.295, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 35, |
|
"total_flos": 3.3941491451191296e+17, |
|
"train_loss": 0.2979984726224627, |
|
"train_runtime": 52.662, |
|
"train_samples_per_second": 83.172, |
|
"train_steps_per_second": 0.665 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 35, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.3941491451191296e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|