{ "best_metric": 0.896, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0734/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": 2.5646755695343018, "learning_rate": 4.665063509461097e-05, "loss": 1.8505, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7757333333333334, "eval_loss": 0.8534433841705322, "eval_runtime": 10.4993, "eval_samples_per_second": 357.168, "eval_steps_per_second": 5.619, "step": 333 }, { "epoch": 2.0, "grad_norm": 6.862090587615967, "learning_rate": 3.7500000000000003e-05, "loss": 0.5506, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.5024764537811279, "eval_runtime": 11.9729, "eval_samples_per_second": 313.208, "eval_steps_per_second": 4.928, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 2.5039309201189614e-05, "loss": 0.2949, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8770666666666667, "eval_loss": 0.43375879526138306, "eval_runtime": 11.0111, "eval_samples_per_second": 340.564, "eval_steps_per_second": 5.358, "step": 999 }, { "epoch": 4.0, "grad_norm": 10.572489738464355, "learning_rate": 1.253405821897521e-05, "loss": 0.1596, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8813333333333333, "eval_loss": 0.39627134799957275, "eval_runtime": 10.2801, "eval_samples_per_second": 364.782, "eval_steps_per_second": 5.739, "step": 1332 }, { "epoch": 5.0, "grad_norm": 10.406059265136719, "learning_rate": 3.3690462698797944e-06, "loss": 0.0805, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8938666666666667, "eval_loss": 0.3608650863170624, "eval_runtime": 10.5739, "eval_samples_per_second": 354.645, "eval_steps_per_second": 5.58, "step": 1665 }, { "epoch": 6.0, "grad_norm": 2.107614278793335, "learning_rate": 3.0904285064359275e-11, "loss": 0.0497, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.896, "eval_loss": 0.3598763942718506, "eval_runtime": 10.3468, "eval_samples_per_second": 362.433, "eval_steps_per_second": 5.702, "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 }