{ "best_metric": 0.876, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0709/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": 7e-05, "loss": 1.7247, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7882666666666667, "eval_loss": 0.7597273588180542, "eval_runtime": 7.4217, "eval_samples_per_second": 505.273, "eval_steps_per_second": 7.95, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.8682901859283447, "learning_rate": 7e-05, "loss": 0.5592, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8290666666666666, "eval_loss": 0.5791904330253601, "eval_runtime": 7.7265, "eval_samples_per_second": 485.341, "eval_steps_per_second": 7.636, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.3556, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8504, "eval_loss": 0.5075211524963379, "eval_runtime": 7.192, "eval_samples_per_second": 521.416, "eval_steps_per_second": 8.204, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.21836219727993011, "learning_rate": 7e-05, "loss": 0.2474, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8608, "eval_loss": 0.455954372882843, "eval_runtime": 7.5278, "eval_samples_per_second": 498.154, "eval_steps_per_second": 7.838, "step": 1332 }, { "epoch": 5.0, "grad_norm": 4.388833045959473, "learning_rate": 7e-05, "loss": 0.1828, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8608, "eval_loss": 0.47879329323768616, "eval_runtime": 7.3669, "eval_samples_per_second": 509.032, "eval_steps_per_second": 8.009, "step": 1665 }, { "epoch": 6.0, "grad_norm": 20.19179344177246, "learning_rate": 7e-05, "loss": 0.1342, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.876, "eval_loss": 0.4258546829223633, "eval_runtime": 7.677, "eval_samples_per_second": 488.474, "eval_steps_per_second": 7.685, "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 }