{ "best_metric": 0.908, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0259/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "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": 4.850126564054637e-05, "loss": 1.7244, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8064, "eval_loss": 0.7374852299690247, "eval_runtime": 10.449, "eval_samples_per_second": 358.886, "eval_steps_per_second": 5.646, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 4.4184758936602036e-05, "loss": 0.4628, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8642666666666666, "eval_loss": 0.48197174072265625, "eval_runtime": 10.4744, "eval_samples_per_second": 358.014, "eval_steps_per_second": 5.633, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.5006320476531982, "learning_rate": 3.7545362870758595e-05, "loss": 0.222, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8725333333333334, "eval_loss": 0.43050333857536316, "eval_runtime": 10.2607, "eval_samples_per_second": 365.472, "eval_steps_per_second": 5.75, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.3336784243583679, "learning_rate": 2.9392810892864702e-05, "loss": 0.1122, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8794666666666666, "eval_loss": 0.4262898564338684, "eval_runtime": 11.2163, "eval_samples_per_second": 334.335, "eval_steps_per_second": 5.26, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.6457473635673523, "learning_rate": 2.0710421090307246e-05, "loss": 0.0466, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.896, "eval_loss": 0.38214758038520813, "eval_runtime": 10.2602, "eval_samples_per_second": 365.491, "eval_steps_per_second": 5.75, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.11344309151172638, "learning_rate": 1.2545417811701016e-05, "loss": 0.0191, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8989333333333334, "eval_loss": 0.38332682847976685, "eval_runtime": 10.4831, "eval_samples_per_second": 357.717, "eval_steps_per_second": 5.628, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.09066104888916016, "learning_rate": 5.882620955060414e-06, "loss": 0.0069, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.3661186993122101, "eval_runtime": 10.4659, "eval_samples_per_second": 358.308, "eval_steps_per_second": 5.637, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.35036709904670715, "learning_rate": 1.5256621537052152e-06, "loss": 0.0049, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.37003546953201294, "eval_runtime": 10.2961, "eval_samples_per_second": 364.215, "eval_steps_per_second": 5.73, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.12748342752456665, "learning_rate": 5.494094242330938e-11, "loss": 0.0042, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.908, "eval_loss": 0.37110674381256104, "eval_runtime": 10.3334, "eval_samples_per_second": 362.899, "eval_steps_per_second": 5.71, "step": 2997 } ], "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": true }, "attributes": {} } }, "total_flos": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }