{ "best_metric": 0.8498666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0014/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": Infinity, "learning_rate": 9e-05, "loss": 1.6123, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7882666666666667, "eval_loss": 0.7811404466629028, "eval_runtime": 8.185, "eval_samples_per_second": 458.154, "eval_steps_per_second": 7.208, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.3528080880641937, "learning_rate": 9e-05, "loss": 0.5594, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8117333333333333, "eval_loss": 0.6570170521736145, "eval_runtime": 7.7819, "eval_samples_per_second": 481.888, "eval_steps_per_second": 7.582, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.8141839504241943, "learning_rate": 9e-05, "loss": 0.3418, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8256, "eval_loss": 0.586188018321991, "eval_runtime": 6.2323, "eval_samples_per_second": 601.708, "eval_steps_per_second": 9.467, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.2663261592388153, "learning_rate": 9e-05, "loss": 0.2334, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.84, "eval_loss": 0.5555790066719055, "eval_runtime": 6.3034, "eval_samples_per_second": 594.917, "eval_steps_per_second": 9.36, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.21210797131061554, "learning_rate": 9e-05, "loss": 0.1659, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8474666666666667, "eval_loss": 0.5734807252883911, "eval_runtime": 6.2756, "eval_samples_per_second": 597.554, "eval_steps_per_second": 9.402, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.032158706337213516, "learning_rate": 9e-05, "loss": 0.1245, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.848, "eval_loss": 0.5758804082870483, "eval_runtime": 6.1752, "eval_samples_per_second": 607.27, "eval_steps_per_second": 9.554, "step": 1998 }, { "epoch": 7.0, "grad_norm": 1.8266268968582153, "learning_rate": 9e-05, "loss": 0.1023, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8498666666666667, "eval_loss": 0.547307014465332, "eval_runtime": 6.3518, "eval_samples_per_second": 590.383, "eval_steps_per_second": 9.289, "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 }