{ "best_metric": 0.9109333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0232/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": 2.245502471923828, "learning_rate": 8e-05, "loss": 1.7008, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8184, "eval_loss": 0.7120881676673889, "eval_runtime": 13.7062, "eval_samples_per_second": 273.598, "eval_steps_per_second": 4.305, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7.003003003003004e-05, "loss": 0.5017, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8466666666666667, "eval_loss": 0.5149756669998169, "eval_runtime": 13.0432, "eval_samples_per_second": 287.505, "eval_steps_per_second": 4.523, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.23260259628295898, "learning_rate": 6.003003003003003e-05, "loss": 0.2717, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8626666666666667, "eval_loss": 0.4893621802330017, "eval_runtime": 12.1616, "eval_samples_per_second": 308.347, "eval_steps_per_second": 4.851, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 5.0060060060060066e-05, "loss": 0.1601, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8837333333333334, "eval_loss": 0.4137881100177765, "eval_runtime": 13.1741, "eval_samples_per_second": 284.65, "eval_steps_per_second": 4.478, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.1642855852842331, "learning_rate": 4.006006006006007e-05, "loss": 0.0928, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8909333333333334, "eval_loss": 0.4020480513572693, "eval_runtime": 13.307, "eval_samples_per_second": 281.808, "eval_steps_per_second": 4.434, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.08638180792331696, "learning_rate": 3.0060060060060065e-05, "loss": 0.0493, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8986666666666666, "eval_loss": 0.408008337020874, "eval_runtime": 13.0934, "eval_samples_per_second": 286.403, "eval_steps_per_second": 4.506, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.055022869259119034, "learning_rate": 2.0060060060060062e-05, "loss": 0.0232, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9037333333333334, "eval_loss": 0.3975636959075928, "eval_runtime": 13.1311, "eval_samples_per_second": 285.582, "eval_steps_per_second": 4.493, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.19397756457328796, "learning_rate": 1.0060060060060061e-05, "loss": 0.012, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.39462175965309143, "eval_runtime": 13.2183, "eval_samples_per_second": 283.698, "eval_steps_per_second": 4.464, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.10481610149145126, "learning_rate": 6.006006006006006e-08, "loss": 0.0056, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.9109333333333334, "eval_loss": 0.37983575463294983, "eval_runtime": 13.2731, "eval_samples_per_second": 282.526, "eval_steps_per_second": 4.445, "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 }