{ "best_metric": 0.8669333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0157/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 0.000271518691762945, "loss": 1.9914, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6706666666666666, "eval_loss": 1.0709526538848877, "eval_runtime": 13.0257, "eval_samples_per_second": 287.893, "eval_steps_per_second": 4.53, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00019689056597036855, "loss": 0.7279, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7805333333333333, "eval_loss": 0.6969311237335205, "eval_runtime": 12.3843, "eval_samples_per_second": 302.802, "eval_steps_per_second": 4.764, "step": 666 }, { "epoch": 3.0, "grad_norm": 40.85318374633789, "learning_rate": 0.0001041861277497315, "loss": 0.3468, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8237333333333333, "eval_loss": 0.5736732482910156, "eval_runtime": 12.031, "eval_samples_per_second": 311.695, "eval_steps_per_second": 4.904, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.23832178115844727, "learning_rate": 2.8981031572451395e-05, "loss": 0.1215, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8661333333333333, "eval_loss": 0.4646788537502289, "eval_runtime": 12.4187, "eval_samples_per_second": 301.965, "eval_steps_per_second": 4.751, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3587770462036133, "learning_rate": 1.068051044406104e-09, "loss": 0.0377, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8669333333333333, "eval_loss": 0.4657944142818451, "eval_runtime": 12.3889, "eval_samples_per_second": 302.69, "eval_steps_per_second": 4.762, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }