|
{ |
|
"best_metric": 0.6666666666666666, |
|
"best_model_checkpoint": "swin-base-patch4-window7-224-in22k-cons_Classification_base_V10/checkpoint-2", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 3, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"step": 1, |
|
"train_accuracy": 0.3333333333333333, |
|
"train_auc_class_0": 0.6000000000000001, |
|
"train_auc_class_1": 0.42, |
|
"train_auc_class_2": 0.41999999999999993, |
|
"train_auc_overall": 0.48, |
|
"train_loss": 1.1545398235321045, |
|
"train_runtime": 1.8894, |
|
"train_samples_per_second": 7.939, |
|
"train_steps_per_second": 0.529 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5, |
|
"eval_auc_class_0": 0.625, |
|
"eval_auc_class_1": 0.25, |
|
"eval_auc_class_2": 0.75, |
|
"eval_auc_overall": 0.5416666666666666, |
|
"eval_loss": 1.1536046266555786, |
|
"eval_runtime": 0.6925, |
|
"eval_samples_per_second": 8.665, |
|
"eval_steps_per_second": 1.444, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"step": 2, |
|
"train_accuracy": 0.6, |
|
"train_auc_class_0": 0.8400000000000001, |
|
"train_auc_class_1": 0.7200000000000001, |
|
"train_auc_class_2": 0.8600000000000001, |
|
"train_auc_overall": 0.8066666666666666, |
|
"train_loss": 0.87682044506073, |
|
"train_runtime": 1.6553, |
|
"train_samples_per_second": 9.062, |
|
"train_steps_per_second": 0.604 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_auc_class_0": 0.625, |
|
"eval_auc_class_1": 0.5, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 0.7083333333333334, |
|
"eval_loss": 0.9763297438621521, |
|
"eval_runtime": 0.6997, |
|
"eval_samples_per_second": 8.575, |
|
"eval_steps_per_second": 1.429, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 3, |
|
"train_accuracy": 0.8666666666666667, |
|
"train_auc_class_0": 0.88, |
|
"train_auc_class_1": 0.96, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 0.9466666666666667, |
|
"train_loss": 0.6894626617431641, |
|
"train_runtime": 1.7265, |
|
"train_samples_per_second": 8.688, |
|
"train_steps_per_second": 0.579 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6666666666666666, |
|
"eval_auc_class_0": 0.75, |
|
"eval_auc_class_1": 0.625, |
|
"eval_auc_class_2": 1.0, |
|
"eval_auc_overall": 0.7916666666666666, |
|
"eval_loss": 0.9298850893974304, |
|
"eval_runtime": 0.7147, |
|
"eval_samples_per_second": 8.395, |
|
"eval_steps_per_second": 1.399, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 3, |
|
"total_flos": 3525591661885440.0, |
|
"train_loss": 0.24405852953592935, |
|
"train_runtime": 72.8636, |
|
"train_samples_per_second": 0.618, |
|
"train_steps_per_second": 0.041 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 3, |
|
"train_accuracy": 0.7333333333333333, |
|
"train_auc_class_0": 0.8400000000000001, |
|
"train_auc_class_1": 0.9199999999999999, |
|
"train_auc_class_2": 1.0, |
|
"train_auc_overall": 0.9199999999999999, |
|
"train_loss": 0.7121346592903137, |
|
"train_runtime": 1.6755, |
|
"train_samples_per_second": 8.952, |
|
"train_steps_per_second": 0.597 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 3, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"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": 3525591661885440.0, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|