{ "best_metric": 0.9304, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0882/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": 1.20032799243927, "learning_rate": 5e-05, "loss": 0.8745, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9176, "eval_loss": 0.2869449257850647, "eval_runtime": 11.0018, "eval_samples_per_second": 340.854, "eval_steps_per_second": 5.363, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.06142304465174675, "learning_rate": 5e-05, "loss": 0.1792, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9210666666666667, "eval_loss": 0.2372266799211502, "eval_runtime": 10.8174, "eval_samples_per_second": 346.663, "eval_steps_per_second": 5.454, "step": 666 }, { "epoch": 3.0, "grad_norm": 5.2145304679870605, "learning_rate": 5e-05, "loss": 0.0967, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9149333333333334, "eval_loss": 0.27132153511047363, "eval_runtime": 11.089, "eval_samples_per_second": 338.173, "eval_steps_per_second": 5.321, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.13811883330345154, "learning_rate": 5e-05, "loss": 0.0627, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9298666666666666, "eval_loss": 0.2458430826663971, "eval_runtime": 10.9758, "eval_samples_per_second": 341.66, "eval_steps_per_second": 5.375, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.014862309210002422, "learning_rate": 5e-05, "loss": 0.0404, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9304, "eval_loss": 0.2685786187648773, "eval_runtime": 10.8362, "eval_samples_per_second": 346.061, "eval_steps_per_second": 5.445, "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 }