|
{ |
|
"best_metric": 0.8893333333333333, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0946/checkpoints/checkpoint-1998", |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 1998, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 191.3410186767578, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 2.7119, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7541333333333333, |
|
"eval_loss": 0.9297605752944946, |
|
"eval_runtime": 4.8537, |
|
"eval_samples_per_second": 772.6, |
|
"eval_steps_per_second": 12.156, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 62.90114974975586, |
|
"learning_rate": 8.83022221559489e-05, |
|
"loss": 0.6434, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8498666666666667, |
|
"eval_loss": 0.49980631470680237, |
|
"eval_runtime": 4.8723, |
|
"eval_samples_per_second": 769.659, |
|
"eval_steps_per_second": 12.109, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 95.13540649414062, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.3774, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8741333333333333, |
|
"eval_loss": 0.432142049074173, |
|
"eval_runtime": 4.8662, |
|
"eval_samples_per_second": 770.627, |
|
"eval_steps_per_second": 12.125, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 330.0178527832031, |
|
"learning_rate": 5.868240888334653e-05, |
|
"loss": 0.2398, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8754666666666666, |
|
"eval_loss": 0.417522132396698, |
|
"eval_runtime": 5.0195, |
|
"eval_samples_per_second": 747.09, |
|
"eval_steps_per_second": 11.754, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 277.2745666503906, |
|
"learning_rate": 4.131759111665349e-05, |
|
"loss": 0.1585, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8778666666666667, |
|
"eval_loss": 0.42143574357032776, |
|
"eval_runtime": 4.8655, |
|
"eval_samples_per_second": 770.727, |
|
"eval_steps_per_second": 12.126, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 206.205078125, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.1183, |
|
"step": 1998 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8893333333333333, |
|
"eval_loss": 0.41205281019210815, |
|
"eval_runtime": 4.9052, |
|
"eval_samples_per_second": 764.496, |
|
"eval_steps_per_second": 12.028, |
|
"step": 1998 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 2997, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 9, |
|
"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": 4.9058575437312e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|