| { |
| "best_metric": 0.3429333333333333, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0949/checkpoints/checkpoint-2997", |
| "epoch": 9.0, |
| "eval_steps": 500, |
| "global_step": 2997, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 15.467879295349121, |
| "learning_rate": 0.0005, |
| "loss": 3.525, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.16746666666666668, |
| "eval_loss": 3.1427931785583496, |
| "eval_runtime": 10.3267, |
| "eval_samples_per_second": 363.136, |
| "eval_steps_per_second": 5.713, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 23.832212448120117, |
| "learning_rate": 0.0005, |
| "loss": 3.0335, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.20293333333333333, |
| "eval_loss": 3.0235369205474854, |
| "eval_runtime": 10.4334, |
| "eval_samples_per_second": 359.424, |
| "eval_steps_per_second": 5.655, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 14.095104217529297, |
| "learning_rate": 0.0005, |
| "loss": 2.867, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.23226666666666668, |
| "eval_loss": 2.8861515522003174, |
| "eval_runtime": 10.4311, |
| "eval_samples_per_second": 359.501, |
| "eval_steps_per_second": 5.656, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 16.9379825592041, |
| "learning_rate": 0.0005, |
| "loss": 2.727, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.25893333333333335, |
| "eval_loss": 2.753180742263794, |
| "eval_runtime": 10.3294, |
| "eval_samples_per_second": 363.043, |
| "eval_steps_per_second": 5.712, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 14.556490898132324, |
| "learning_rate": 0.0005, |
| "loss": 2.5951, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.2634666666666667, |
| "eval_loss": 2.749525785446167, |
| "eval_runtime": 10.6106, |
| "eval_samples_per_second": 353.42, |
| "eval_steps_per_second": 5.56, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 15.043558120727539, |
| "learning_rate": 0.0005, |
| "loss": 2.4938, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.2968, |
| "eval_loss": 2.600337505340576, |
| "eval_runtime": 10.6579, |
| "eval_samples_per_second": 351.853, |
| "eval_steps_per_second": 5.536, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 15.658565521240234, |
| "learning_rate": 0.0005, |
| "loss": 2.3948, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.31066666666666665, |
| "eval_loss": 2.563699722290039, |
| "eval_runtime": 10.8152, |
| "eval_samples_per_second": 346.733, |
| "eval_steps_per_second": 5.455, |
| "step": 2331 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 8.630295753479004, |
| "learning_rate": 0.0005, |
| "loss": 2.3226, |
| "step": 2664 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.3152, |
| "eval_loss": 2.4947543144226074, |
| "eval_runtime": 10.1945, |
| "eval_samples_per_second": 367.844, |
| "eval_steps_per_second": 5.787, |
| "step": 2664 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 14.360987663269043, |
| "learning_rate": 0.0005, |
| "loss": 2.2324, |
| "step": 2997 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_accuracy": 0.3429333333333333, |
| "eval_loss": 2.422478675842285, |
| "eval_runtime": 10.3778, |
| "eval_samples_per_second": 361.349, |
| "eval_steps_per_second": 5.685, |
| "step": 2997 |
| } |
| ], |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.482671885603328e+19, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|