{ "best_metric": 0.8682666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0140/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": 0.0002886495269365962, "loss": 2.0127, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6888, "eval_loss": 1.0778459310531616, "eval_runtime": 6.4758, "eval_samples_per_second": 579.081, "eval_steps_per_second": 9.111, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00025631588426322575, "loss": 0.7415, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7650666666666667, "eval_loss": 0.7827797532081604, "eval_runtime": 6.7966, "eval_samples_per_second": 551.745, "eval_steps_per_second": 8.681, "step": 666 }, { "epoch": 3.0, "grad_norm": 8.46395492553711, "learning_rate": 0.0002077292077256867, "loss": 0.4367, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8056, "eval_loss": 0.6343628764152527, "eval_runtime": 6.383, "eval_samples_per_second": 587.501, "eval_steps_per_second": 9.243, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.19207283854484558, "learning_rate": 0.00015035378262848306, "loss": 0.2386, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8213333333333334, "eval_loss": 0.6032134294509888, "eval_runtime": 6.5219, "eval_samples_per_second": 574.984, "eval_steps_per_second": 9.046, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.16376422345638275, "learning_rate": 9.29244973331404e-05, "loss": 0.1145, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8485333333333334, "eval_loss": 0.5663112998008728, "eval_runtime": 6.5806, "eval_samples_per_second": 569.854, "eval_steps_per_second": 8.966, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.185723215341568, "learning_rate": 4.4184439928107014e-05, "loss": 0.0427, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8501333333333333, "eval_loss": 0.5473652482032776, "eval_runtime": 6.2945, "eval_samples_per_second": 595.754, "eval_steps_per_second": 9.373, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.05701051652431488, "learning_rate": 1.1553842323578666e-05, "loss": 0.0131, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8634666666666667, "eval_loss": 0.5174842476844788, "eval_runtime": 6.4142, "eval_samples_per_second": 584.639, "eval_steps_per_second": 9.198, "step": 2331 }, { "epoch": 8.0, "grad_norm": 6.468441009521484, "learning_rate": 4.172077409214658e-10, "loss": 0.0056, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8682666666666666, "eval_loss": 0.5099840760231018, "eval_runtime": 6.375, "eval_samples_per_second": 588.235, "eval_steps_per_second": 9.255, "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 }