{ "best_metric": 0.888, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0747/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": 0.0002886495269365962, "loss": 2.1606, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6714666666666667, "eval_loss": 1.1270029544830322, "eval_runtime": 7.9458, "eval_samples_per_second": 471.949, "eval_steps_per_second": 7.425, "step": 333 }, { "epoch": 2.0, "grad_norm": 4.768027305603027, "learning_rate": 0.00025619102456015866, "loss": 0.756, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7637333333333334, "eval_loss": 0.7851364612579346, "eval_runtime": 7.04, "eval_samples_per_second": 532.671, "eval_steps_per_second": 8.381, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0002077292077256867, "loss": 0.4199, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8088, "eval_loss": 0.6285783648490906, "eval_runtime": 6.8792, "eval_samples_per_second": 545.118, "eval_steps_per_second": 8.577, "step": 999 }, { "epoch": 4.0, "grad_norm": 3.074754476547241, "learning_rate": 0.00015035378262848306, "loss": 0.219, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8434666666666667, "eval_loss": 0.5491188764572144, "eval_runtime": 7.0444, "eval_samples_per_second": 532.335, "eval_steps_per_second": 8.375, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.24327822029590607, "learning_rate": 9.29244973331404e-05, "loss": 0.1007, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8570666666666666, "eval_loss": 0.5100055932998657, "eval_runtime": 6.8872, "eval_samples_per_second": 544.485, "eval_steps_per_second": 8.567, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.09456682950258255, "learning_rate": 4.4184439928107014e-05, "loss": 0.0298, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.88, "eval_loss": 0.4572104811668396, "eval_runtime": 6.8641, "eval_samples_per_second": 546.321, "eval_steps_per_second": 8.595, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.19480907917022705, "learning_rate": 1.1553842323578666e-05, "loss": 0.0086, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.888, "eval_loss": 0.4407956004142761, "eval_runtime": 6.8709, "eval_samples_per_second": 545.778, "eval_steps_per_second": 8.587, "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 }