{ "best_metric": 0.9464, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0507/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": 2.667667667667668e-05, "loss": 1.1362, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9322666666666667, "eval_loss": 0.269392728805542, "eval_runtime": 13.2149, "eval_samples_per_second": 283.771, "eval_steps_per_second": 4.465, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.6958529949188232, "learning_rate": 2.3343343343343343e-05, "loss": 0.1383, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9402666666666667, "eval_loss": 0.2050878405570984, "eval_runtime": 12.9951, "eval_samples_per_second": 288.571, "eval_steps_per_second": 4.54, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.3550627827644348, "learning_rate": 2.001001001001001e-05, "loss": 0.0498, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9405333333333333, "eval_loss": 0.20566989481449127, "eval_runtime": 12.1271, "eval_samples_per_second": 309.226, "eval_steps_per_second": 4.865, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.13186924159526825, "learning_rate": 1.6676676676676678e-05, "loss": 0.0182, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9421333333333334, "eval_loss": 0.20005419850349426, "eval_runtime": 12.0676, "eval_samples_per_second": 310.749, "eval_steps_per_second": 4.889, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.4917566776275635, "learning_rate": 1.3343343343343344e-05, "loss": 0.0085, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9450666666666667, "eval_loss": 0.1979070007801056, "eval_runtime": 12.1026, "eval_samples_per_second": 309.851, "eval_steps_per_second": 4.875, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.07210291177034378, "learning_rate": 1.001001001001001e-05, "loss": 0.0052, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9456, "eval_loss": 0.19830970466136932, "eval_runtime": 12.1714, "eval_samples_per_second": 308.1, "eval_steps_per_second": 4.847, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.03020659275352955, "learning_rate": 6.676676676676677e-06, "loss": 0.0037, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9442666666666667, "eval_loss": 0.2010853886604309, "eval_runtime": 12.0577, "eval_samples_per_second": 311.003, "eval_steps_per_second": 4.893, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.08498670160770416, "learning_rate": 3.3433433433433436e-06, "loss": 0.0026, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9464, "eval_loss": 0.20677410066127777, "eval_runtime": 12.0886, "eval_samples_per_second": 310.21, "eval_steps_per_second": 4.881, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }