{ "best_metric": 0.8666666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0439/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": 0.00025030030030030026, "loss": 2.2916, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6554666666666666, "eval_loss": 1.155665397644043, "eval_runtime": 10.8664, "eval_samples_per_second": 345.101, "eval_steps_per_second": 5.43, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00020045045045045043, "loss": 0.8315, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7816, "eval_loss": 0.7282127737998962, "eval_runtime": 11.3416, "eval_samples_per_second": 330.642, "eval_steps_per_second": 5.202, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9284171462059021, "learning_rate": 0.00015045045045045046, "loss": 0.425, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.82, "eval_loss": 0.5987082123756409, "eval_runtime": 11.427, "eval_samples_per_second": 328.17, "eval_steps_per_second": 5.163, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.07290951162576675, "learning_rate": 0.00010045045045045045, "loss": 0.2053, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8352, "eval_loss": 0.532309889793396, "eval_runtime": 11.0578, "eval_samples_per_second": 339.126, "eval_steps_per_second": 5.336, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.19341649115085602, "learning_rate": 5.045045045045045e-05, "loss": 0.0792, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8589333333333333, "eval_loss": 0.5047021508216858, "eval_runtime": 12.1101, "eval_samples_per_second": 309.658, "eval_steps_per_second": 4.872, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.07258327305316925, "learning_rate": 4.5045045045045043e-07, "loss": 0.0225, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8666666666666667, "eval_loss": 0.4848056137561798, "eval_runtime": 12.2428, "eval_samples_per_second": 306.302, "eval_steps_per_second": 4.819, "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 }