{ "best_metric": 0.9090666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0757/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": 3.564793109893799, "learning_rate": 6.733578363789503e-05, "loss": 1.5266, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7962666666666667, "eval_loss": 0.7499122023582458, "eval_runtime": 11.0778, "eval_samples_per_second": 338.516, "eval_steps_per_second": 5.326, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.4348245859146118, "learning_rate": 5.974873734152915e-05, "loss": 0.4667, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8458666666666667, "eval_loss": 0.5281817317008972, "eval_runtime": 10.4234, "eval_samples_per_second": 359.767, "eval_steps_per_second": 5.66, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.1750085949897766, "learning_rate": 4.839392013277814e-05, "loss": 0.2708, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8736, "eval_loss": 0.4400763213634491, "eval_runtime": 10.5107, "eval_samples_per_second": 356.781, "eval_steps_per_second": 5.613, "step": 999 }, { "epoch": 4.0, "grad_norm": 11.888204574584961, "learning_rate": 3.5e-05, "loss": 0.1451, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8888, "eval_loss": 0.4033103883266449, "eval_runtime": 11.4532, "eval_samples_per_second": 327.419, "eval_steps_per_second": 5.151, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.44929036498069763, "learning_rate": 2.1606079867221858e-05, "loss": 0.0775, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8925333333333333, "eval_loss": 0.3933429718017578, "eval_runtime": 10.5779, "eval_samples_per_second": 354.513, "eval_steps_per_second": 5.578, "step": 1665 }, { "epoch": 6.0, "grad_norm": 4.191110134124756, "learning_rate": 1.0251262658470837e-05, "loss": 0.0357, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9045333333333333, "eval_loss": 0.3680976331233978, "eval_runtime": 10.5058, "eval_samples_per_second": 356.946, "eval_steps_per_second": 5.616, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 2.6800339785621635e-06, "loss": 0.0171, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9066666666666666, "eval_loss": 0.36272868514060974, "eval_runtime": 10.4101, "eval_samples_per_second": 360.226, "eval_steps_per_second": 5.668, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.1457793414592743, "learning_rate": 2.4337126681706066e-11, "loss": 0.0119, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9090666666666667, "eval_loss": 0.360490620136261, "eval_runtime": 10.5876, "eval_samples_per_second": 354.188, "eval_steps_per_second": 5.573, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }