{ "best_metric": 0.8690666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0863/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "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": 3e-05, "loss": 2.3085, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7274666666666667, "eval_loss": 1.1374921798706055, "eval_runtime": 5.8382, "eval_samples_per_second": 642.325, "eval_steps_per_second": 10.106, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.8198, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7914666666666667, "eval_loss": 0.7178482413291931, "eval_runtime": 6.9409, "eval_samples_per_second": 540.278, "eval_steps_per_second": 8.5, "step": 666 }, { "epoch": 3.0, "grad_norm": 25.450586318969727, "learning_rate": 3e-05, "loss": 0.4784, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8397333333333333, "eval_loss": 0.5261227488517761, "eval_runtime": 5.944, "eval_samples_per_second": 630.888, "eval_steps_per_second": 9.926, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.727218747138977, "learning_rate": 3e-05, "loss": 0.318, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8541333333333333, "eval_loss": 0.47514140605926514, "eval_runtime": 6.4631, "eval_samples_per_second": 580.22, "eval_steps_per_second": 9.129, "step": 1332 }, { "epoch": 5.0, "grad_norm": 2.3591742515563965, "learning_rate": 3e-05, "loss": 0.2177, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.4634805917739868, "eval_runtime": 5.8435, "eval_samples_per_second": 641.735, "eval_steps_per_second": 10.097, "step": 1665 }, { "epoch": 6.0, "grad_norm": 38.02006530761719, "learning_rate": 3e-05, "loss": 0.1562, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8597333333333333, "eval_loss": 0.46424078941345215, "eval_runtime": 5.823, "eval_samples_per_second": 644.002, "eval_steps_per_second": 10.132, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.3365786075592041, "learning_rate": 3e-05, "loss": 0.1077, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.47450771927833557, "eval_runtime": 5.8701, "eval_samples_per_second": 638.828, "eval_steps_per_second": 10.051, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.23141619563102722, "learning_rate": 3e-05, "loss": 0.0794, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.4704905152320862, "eval_runtime": 5.8626, "eval_samples_per_second": 639.647, "eval_steps_per_second": 10.064, "step": 2664 } ], "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": false }, "attributes": {} } }, "total_flos": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }