{ "best_metric": 0.9341333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0689/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": 1.6697816848754883, "learning_rate": 3.7500000000000003e-05, "loss": 0.8565, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.916, "eval_loss": 0.2986453175544739, "eval_runtime": 13.4561, "eval_samples_per_second": 278.684, "eval_steps_per_second": 4.385, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2606544494628906, "learning_rate": 1.2500000000000006e-05, "loss": 0.1572, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9312, "eval_loss": 0.23572060465812683, "eval_runtime": 13.3342, "eval_samples_per_second": 281.231, "eval_steps_per_second": 4.425, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.11412560194730759, "learning_rate": 0.0, "loss": 0.0695, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9341333333333334, "eval_loss": 0.2281198501586914, "eval_runtime": 13.4821, "eval_samples_per_second": 278.146, "eval_steps_per_second": 4.376, "step": 999 } ], "logging_steps": 500, "max_steps": 999, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 4.94223961867776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }