{ "best_metric": 0.8205333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0080/checkpoints/checkpoint-999", "epoch": 3.0, "eval_steps": 500, "global_step": 999, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 24.986230850219727, "learning_rate": 0.0005, "loss": 0.8169, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8104, "eval_loss": 0.625372588634491, "eval_runtime": 11.4892, "eval_samples_per_second": 326.394, "eval_steps_per_second": 5.135, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.3113548159599304, "learning_rate": 0.0005, "loss": 0.4818, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7898666666666667, "eval_loss": 0.7299687266349792, "eval_runtime": 12.5923, "eval_samples_per_second": 297.801, "eval_steps_per_second": 4.685, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 0.3693, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8205333333333333, "eval_loss": 0.6390569806098938, "eval_runtime": 12.4292, "eval_samples_per_second": 301.71, "eval_steps_per_second": 4.747, "step": 999 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 4.94223961867776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }