|
{ |
|
"best_metric": 0.8866666666666667, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0975/checkpoints/checkpoint-1332", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 1332, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 124.55803680419922, |
|
"learning_rate": 9e-05, |
|
"loss": 2.8198, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7285333333333334, |
|
"eval_loss": 1.035683035850525, |
|
"eval_runtime": 8.8407, |
|
"eval_samples_per_second": 424.175, |
|
"eval_steps_per_second": 6.674, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 107.2367172241211, |
|
"learning_rate": 9e-05, |
|
"loss": 0.6948, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8256, |
|
"eval_loss": 0.5680239796638489, |
|
"eval_runtime": 8.8964, |
|
"eval_samples_per_second": 421.517, |
|
"eval_steps_per_second": 6.632, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 255.8367919921875, |
|
"learning_rate": 9e-05, |
|
"loss": 0.4339, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8744, |
|
"eval_loss": 0.4293777346611023, |
|
"eval_runtime": 8.8384, |
|
"eval_samples_per_second": 424.287, |
|
"eval_steps_per_second": 6.675, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 56.477073669433594, |
|
"learning_rate": 9e-05, |
|
"loss": 0.3076, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8866666666666667, |
|
"eval_loss": 0.3863438069820404, |
|
"eval_runtime": 8.7884, |
|
"eval_samples_per_second": 426.698, |
|
"eval_steps_per_second": 6.713, |
|
"step": 1332 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1665, |
|
"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": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.2705716958208e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|