|
{ |
|
"best_metric": 0.8712, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0336/checkpoints/checkpoint-1665", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 1665, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 176.41171264648438, |
|
"learning_rate": 9e-05, |
|
"loss": 2.9318, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6930666666666667, |
|
"eval_loss": 1.1963779926300049, |
|
"eval_runtime": 9.6976, |
|
"eval_samples_per_second": 386.696, |
|
"eval_steps_per_second": 6.084, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 81.95234680175781, |
|
"learning_rate": 9e-05, |
|
"loss": 0.8434, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8229333333333333, |
|
"eval_loss": 0.6208588480949402, |
|
"eval_runtime": 9.1152, |
|
"eval_samples_per_second": 411.399, |
|
"eval_steps_per_second": 6.473, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 75.82111358642578, |
|
"learning_rate": 9e-05, |
|
"loss": 0.5116, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8578666666666667, |
|
"eval_loss": 0.47960788011550903, |
|
"eval_runtime": 8.9849, |
|
"eval_samples_per_second": 417.368, |
|
"eval_steps_per_second": 6.567, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 102.115966796875, |
|
"learning_rate": 9e-05, |
|
"loss": 0.3729, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8624, |
|
"eval_loss": 0.45345059037208557, |
|
"eval_runtime": 9.1523, |
|
"eval_samples_per_second": 409.732, |
|
"eval_steps_per_second": 6.446, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 88.021240234375, |
|
"learning_rate": 9e-05, |
|
"loss": 0.2823, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8712, |
|
"eval_loss": 0.4353785216808319, |
|
"eval_runtime": 9.2266, |
|
"eval_samples_per_second": 406.432, |
|
"eval_steps_per_second": 6.395, |
|
"step": 1665 |
|
} |
|
], |
|
"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": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 4.088214619776e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|