|
{ |
|
"best_metric": 0.8333333333333334, |
|
"best_model_checkpoint": "swin-base-patch4-window7-224-in22k-cons_Classification_base_V10/checkpoint-2", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 7, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"step": 1, |
|
"train_accuracy": 0.26666666666666666, |
|
"train_auc_class_0": 0.32000000000000006, |
|
"train_auc_class_1": 0.6200000000000001, |
|
"train_auc_class_2": 0.39999999999999997, |
|
"train_auc_overall": 0.4466666666666667, |
|
"train_loss": 1.1479226350784302, |
|
"train_runtime": 1.6122, |
|
"train_samples_per_second": 9.304, |
|
"train_steps_per_second": 0.62 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5, |
|
"eval_auc_class_0": 0.875, |
|
"eval_auc_class_1": 0.5, |
|
"eval_auc_class_2": 0.625, |
|
"eval_auc_overall": 0.6666666666666666, |
|
"eval_loss": 0.9469685554504395, |
|
"eval_runtime": 0.6769, |
|
"eval_samples_per_second": 8.863, |
|
"eval_steps_per_second": 1.477, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"step": 2, |
|
"train_accuracy": 0.6, |
|
"train_auc_class_0": 0.82, |
|
"train_auc_class_1": 0.96, |
|
"train_auc_class_2": 0.9, |
|
"train_auc_overall": 0.8933333333333332, |
|
"train_loss": 0.814429521560669, |
|
"train_runtime": 1.6517, |
|
"train_samples_per_second": 9.081, |
|
"train_steps_per_second": 0.605 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.8139967918395996, |
|
"eval_runtime": 0.7014, |
|
"eval_samples_per_second": 8.555, |
|
"eval_steps_per_second": 1.426, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 3, |
|
"train_accuracy": 0.8666666666666667, |
|
"train_auc_class_0": 1.0, |
|
"train_auc_class_1": 1.0, |
|
"train_auc_class_2": 0.9600000000000001, |
|
"train_auc_overall": 0.9866666666666667, |
|
"train_loss": 0.6608889698982239, |
|
"train_runtime": 1.7063, |
|
"train_samples_per_second": 8.791, |
|
"train_steps_per_second": 0.586 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.7299937605857849, |
|
"eval_runtime": 0.7538, |
|
"eval_samples_per_second": 7.959, |
|
"eval_steps_per_second": 1.327, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 4, |
|
"train_accuracy": 1.0, |
|
"train_auc_class_0": 1.0, |
|
"train_auc_class_1": 1.0, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 1.0, |
|
"train_loss": 0.42420145869255066, |
|
"train_runtime": 1.6223, |
|
"train_samples_per_second": 9.246, |
|
"train_steps_per_second": 0.616 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.6729159355163574, |
|
"eval_runtime": 0.772, |
|
"eval_samples_per_second": 7.772, |
|
"eval_steps_per_second": 1.295, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 5, |
|
"train_accuracy": 0.9333333333333333, |
|
"train_auc_class_0": 1.0, |
|
"train_auc_class_1": 1.0, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 1.0, |
|
"train_loss": 0.42396074533462524, |
|
"train_runtime": 1.6518, |
|
"train_samples_per_second": 9.081, |
|
"train_steps_per_second": 0.605 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.6391382813453674, |
|
"eval_runtime": 0.6917, |
|
"eval_samples_per_second": 8.675, |
|
"eval_steps_per_second": 1.446, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 6, |
|
"train_accuracy": 1.0, |
|
"train_auc_class_0": 1.0, |
|
"train_auc_class_1": 1.0, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 1.0, |
|
"train_loss": 0.29362058639526367, |
|
"train_runtime": 1.6474, |
|
"train_samples_per_second": 9.105, |
|
"train_steps_per_second": 0.607 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.6181725859642029, |
|
"eval_runtime": 0.6858, |
|
"eval_samples_per_second": 8.748, |
|
"eval_steps_per_second": 1.458, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 7, |
|
"train_accuracy": 1.0, |
|
"train_auc_class_0": 1.0, |
|
"train_auc_class_1": 1.0, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 1.0, |
|
"train_loss": 0.35040372610092163, |
|
"train_runtime": 1.7724, |
|
"train_samples_per_second": 8.463, |
|
"train_steps_per_second": 0.564 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc_class_0": 1.0, |
|
"eval_auc_class_1": 1.0, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 1.0, |
|
"eval_loss": 0.6054350733757019, |
|
"eval_runtime": 0.7011, |
|
"eval_samples_per_second": 8.558, |
|
"eval_steps_per_second": 1.426, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 7, |
|
"total_flos": 8226380544399360.0, |
|
"train_loss": 0.17954584530421666, |
|
"train_runtime": 78.6151, |
|
"train_samples_per_second": 1.336, |
|
"train_steps_per_second": 0.089 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 7, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"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": 8226380544399360.0, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|