{ "best_metric": 0.9202666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0738/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": Infinity, "learning_rate": 7.509009009009009e-05, "loss": 0.8442, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8397333333333333, "eval_loss": 0.5092224478721619, "eval_runtime": 12.5404, "eval_samples_per_second": 299.032, "eval_steps_per_second": 4.705, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.015890907496213913, "learning_rate": 6.00900900900901e-05, "loss": 0.2675, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8562666666666666, "eval_loss": 0.4822838306427002, "eval_runtime": 12.4204, "eval_samples_per_second": 301.923, "eval_steps_per_second": 4.75, "step": 666 }, { "epoch": 3.0, "grad_norm": 16.451162338256836, "learning_rate": 4.509009009009009e-05, "loss": 0.1211, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8677333333333334, "eval_loss": 0.4972544312477112, "eval_runtime": 12.4396, "eval_samples_per_second": 301.456, "eval_steps_per_second": 4.743, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.01397042628377676, "learning_rate": 3.0090090090090093e-05, "loss": 0.0575, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8882666666666666, "eval_loss": 0.44884347915649414, "eval_runtime": 12.5577, "eval_samples_per_second": 298.621, "eval_steps_per_second": 4.698, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.060869038105010986, "learning_rate": 1.5090090090090091e-05, "loss": 0.0177, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9045333333333333, "eval_loss": 0.37532883882522583, "eval_runtime": 13.0068, "eval_samples_per_second": 288.311, "eval_steps_per_second": 4.536, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.23004306852817535, "learning_rate": 9.00900900900901e-08, "loss": 0.0028, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9202666666666667, "eval_loss": 0.34300756454467773, "eval_runtime": 13.2672, "eval_samples_per_second": 282.652, "eval_steps_per_second": 4.447, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }