{ "best_metric": 0.5056, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0980/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": 0.00041691691691691694, "loss": 3.2875, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.23173333333333335, "eval_loss": 2.883394718170166, "eval_runtime": 6.4972, "eval_samples_per_second": 577.174, "eval_steps_per_second": 9.081, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00033383383383383386, "loss": 2.7501, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3072, "eval_loss": 2.539987802505493, "eval_runtime": 6.0753, "eval_samples_per_second": 617.249, "eval_steps_per_second": 9.711, "step": 666 }, { "epoch": 3.0, "grad_norm": 15.977213859558105, "learning_rate": 0.0002505005005005005, "loss": 2.3767, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.38906666666666667, "eval_loss": 2.2095041275024414, "eval_runtime": 5.8429, "eval_samples_per_second": 641.807, "eval_steps_per_second": 10.098, "step": 999 }, { "epoch": 4.0, "grad_norm": 10.92343807220459, "learning_rate": 0.00016716716716716717, "loss": 1.9882, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.42506666666666665, "eval_loss": 2.0708136558532715, "eval_runtime": 5.4509, "eval_samples_per_second": 687.962, "eval_steps_per_second": 10.824, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 8.408408408408409e-05, "loss": 1.5515, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.4872, "eval_loss": 1.865002989768982, "eval_runtime": 5.9252, "eval_samples_per_second": 632.89, "eval_steps_per_second": 9.957, "step": 1665 }, { "epoch": 6.0, "grad_norm": 38.75450134277344, "learning_rate": 7.507507507507508e-07, "loss": 1.0298, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.5056, "eval_loss": 1.79682195186615, "eval_runtime": 6.1984, "eval_samples_per_second": 604.992, "eval_steps_per_second": 9.519, "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 }