| { | |
| "best_metric": 0.9136, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0695/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": 14.306386947631836, | |
| "learning_rate": 4.2878592878592884e-05, | |
| "loss": 0.8206, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8613333333333333, | |
| "eval_loss": 0.4550783932209015, | |
| "eval_runtime": 13.3228, | |
| "eval_samples_per_second": 281.472, | |
| "eval_steps_per_second": 4.428, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 37.43409729003906, | |
| "learning_rate": 3.573573573573574e-05, | |
| "loss": 0.2474, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8736, | |
| "eval_loss": 0.3982352912425995, | |
| "eval_runtime": 13.1137, | |
| "eval_samples_per_second": 285.959, | |
| "eval_steps_per_second": 4.499, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.9315435886383057, | |
| "learning_rate": 2.8592878592878596e-05, | |
| "loss": 0.1043, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.888, | |
| "eval_loss": 0.38039442896842957, | |
| "eval_runtime": 17.8016, | |
| "eval_samples_per_second": 210.655, | |
| "eval_steps_per_second": 3.314, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.0545400008559227, | |
| "learning_rate": 2.1450021450021453e-05, | |
| "loss": 0.0519, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9005333333333333, | |
| "eval_loss": 0.36097225546836853, | |
| "eval_runtime": 13.0776, | |
| "eval_samples_per_second": 286.749, | |
| "eval_steps_per_second": 4.512, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 52.24064636230469, | |
| "learning_rate": 1.4307164307164309e-05, | |
| "loss": 0.0216, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9037333333333334, | |
| "eval_loss": 0.3738444745540619, | |
| "eval_runtime": 13.0908, | |
| "eval_samples_per_second": 286.461, | |
| "eval_steps_per_second": 4.507, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.03491303697228432, | |
| "learning_rate": 7.164307164307164e-06, | |
| "loss": 0.0072, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9136, | |
| "eval_loss": 0.3495083153247833, | |
| "eval_runtime": 13.127, | |
| "eval_samples_per_second": 285.67, | |
| "eval_steps_per_second": 4.495, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "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": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |