{ "best_metric": 0.49146666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0545/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": 0.00046670262931309826, "loss": 3.2499, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.2064, "eval_loss": 2.914938449859619, "eval_runtime": 7.9151, "eval_samples_per_second": 473.776, "eval_steps_per_second": 7.454, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00037568023640968044, "loss": 2.6813, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2784, "eval_loss": 2.6104307174682617, "eval_runtime": 7.0607, "eval_samples_per_second": 531.105, "eval_steps_per_second": 8.356, "step": 666 }, { "epoch": 3.0, "grad_norm": 14.765602111816406, "learning_rate": 0.00025078618305193415, "loss": 2.2994, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.34986666666666666, "eval_loss": 2.333879232406616, "eval_runtime": 6.8974, "eval_samples_per_second": 543.684, "eval_steps_per_second": 8.554, "step": 999 }, { "epoch": 4.0, "grad_norm": 13.353583335876465, "learning_rate": 0.00012568147258031897, "loss": 1.8988, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.4301333333333333, "eval_loss": 2.0288219451904297, "eval_runtime": 7.5777, "eval_samples_per_second": 494.876, "eval_steps_per_second": 7.786, "step": 1332 }, { "epoch": 5.0, "grad_norm": 21.840579986572266, "learning_rate": 3.3887811135033784e-05, "loss": 1.5311, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.47573333333333334, "eval_loss": 1.8580867052078247, "eval_runtime": 7.0065, "eval_samples_per_second": 535.218, "eval_steps_per_second": 8.421, "step": 1665 }, { "epoch": 6.0, "grad_norm": 21.6649169921875, "learning_rate": 1.2361706385188854e-09, "loss": 1.2569, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.49146666666666666, "eval_loss": 1.8418052196502686, "eval_runtime": 8.3761, "eval_samples_per_second": 447.703, "eval_steps_per_second": 7.044, "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 }