{ "best_metric": 0.8701333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0645/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 3.1647114753723145, "learning_rate": 5e-05, "loss": 1.8811, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7917333333333333, "eval_loss": 0.8049337267875671, "eval_runtime": 7.5036, "eval_samples_per_second": 499.763, "eval_steps_per_second": 7.863, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 0.5859, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8426666666666667, "eval_loss": 0.5559996366500854, "eval_runtime": 8.4129, "eval_samples_per_second": 445.744, "eval_steps_per_second": 7.013, "step": 666 }, { "epoch": 3.0, "grad_norm": 28.457807540893555, "learning_rate": 5e-05, "loss": 0.3453, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8552, "eval_loss": 0.4958791732788086, "eval_runtime": 7.4606, "eval_samples_per_second": 502.638, "eval_steps_per_second": 7.908, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.34068575501441956, "learning_rate": 5e-05, "loss": 0.2311, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8530666666666666, "eval_loss": 0.5079152584075928, "eval_runtime": 7.6128, "eval_samples_per_second": 492.589, "eval_steps_per_second": 7.75, "step": 1332 }, { "epoch": 5.0, "grad_norm": 3.240177631378174, "learning_rate": 5e-05, "loss": 0.1651, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8634666666666667, "eval_loss": 0.48043835163116455, "eval_runtime": 8.7815, "eval_samples_per_second": 427.032, "eval_steps_per_second": 6.719, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.25386080145835876, "learning_rate": 5e-05, "loss": 0.1223, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8672, "eval_loss": 0.4800771474838257, "eval_runtime": 7.7126, "eval_samples_per_second": 486.218, "eval_steps_per_second": 7.65, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.8602979779243469, "learning_rate": 5e-05, "loss": 0.0896, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8701333333333333, "eval_loss": 0.4872928857803345, "eval_runtime": 7.3462, "eval_samples_per_second": 510.466, "eval_steps_per_second": 8.031, "step": 2331 } ], "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": false }, "attributes": {} } }, "total_flos": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }