{ "best_metric": 0.9322666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0157/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": 5e-05, "loss": 0.8408, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.92, "eval_loss": 0.26172834634780884, "eval_runtime": 6.1716, "eval_samples_per_second": 607.621, "eval_steps_per_second": 9.56, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1382649689912796, "learning_rate": 5e-05, "loss": 0.1411, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9298666666666666, "eval_loss": 0.24265696108341217, "eval_runtime": 6.617, "eval_samples_per_second": 566.724, "eval_steps_per_second": 8.916, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7051064372062683, "learning_rate": 5e-05, "loss": 0.0697, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9245333333333333, "eval_loss": 0.27153849601745605, "eval_runtime": 6.1056, "eval_samples_per_second": 614.189, "eval_steps_per_second": 9.663, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.05140962824225426, "learning_rate": 5e-05, "loss": 0.0432, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9277333333333333, "eval_loss": 0.2559788227081299, "eval_runtime": 6.3363, "eval_samples_per_second": 591.833, "eval_steps_per_second": 9.311, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.21602562069892883, "learning_rate": 5e-05, "loss": 0.0283, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9304, "eval_loss": 0.27624574303627014, "eval_runtime": 5.9704, "eval_samples_per_second": 628.094, "eval_steps_per_second": 9.882, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.5941274166107178, "learning_rate": 5e-05, "loss": 0.0188, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9322666666666667, "eval_loss": 0.30486539006233215, "eval_runtime": 6.1031, "eval_samples_per_second": 614.447, "eval_steps_per_second": 9.667, "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 }