|
{ |
|
"best_metric": 0.8765333333333334, |
|
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0557/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": Infinity, |
|
"learning_rate": 5e-05, |
|
"loss": 0.8646, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8704, |
|
"eval_loss": 0.41381436586380005, |
|
"eval_runtime": 4.3233, |
|
"eval_samples_per_second": 867.402, |
|
"eval_steps_per_second": 13.647, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.122258186340332, |
|
"learning_rate": 5e-05, |
|
"loss": 0.2713, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8610666666666666, |
|
"eval_loss": 0.4730485677719116, |
|
"eval_runtime": 4.389, |
|
"eval_samples_per_second": 854.405, |
|
"eval_steps_per_second": 13.443, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 47.51023864746094, |
|
"learning_rate": 5e-05, |
|
"loss": 0.1653, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8592, |
|
"eval_loss": 0.47206926345825195, |
|
"eval_runtime": 4.5766, |
|
"eval_samples_per_second": 819.377, |
|
"eval_steps_per_second": 12.892, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 2.467433214187622, |
|
"learning_rate": 5e-05, |
|
"loss": 0.1141, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8613333333333333, |
|
"eval_loss": 0.5148317813873291, |
|
"eval_runtime": 5.6365, |
|
"eval_samples_per_second": 665.308, |
|
"eval_steps_per_second": 10.468, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.6832707524299622, |
|
"learning_rate": 5e-05, |
|
"loss": 0.0904, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8765333333333334, |
|
"eval_loss": 0.4857804775238037, |
|
"eval_runtime": 4.7015, |
|
"eval_samples_per_second": 797.615, |
|
"eval_steps_per_second": 12.549, |
|
"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": 8.2370660311296e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|