{ "best_metric": 0.94, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0419/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.016046166419983, "learning_rate": 2.7135254915624213e-05, "loss": 1.2193, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9154666666666667, "eval_loss": 0.326381653547287, "eval_runtime": 12.4964, "eval_samples_per_second": 300.087, "eval_steps_per_second": 4.721, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.349137544631958, "learning_rate": 1.963525491562421e-05, "loss": 0.1962, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9285333333333333, "eval_loss": 0.2511693239212036, "eval_runtime": 12.3564, "eval_samples_per_second": 303.487, "eval_steps_per_second": 4.775, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.30435529351234436, "learning_rate": 1.036474508437579e-05, "loss": 0.0748, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9376, "eval_loss": 0.2183314561843872, "eval_runtime": 12.401, "eval_samples_per_second": 302.396, "eval_steps_per_second": 4.758, "step": 999 }, { "epoch": 4.0, "grad_norm": 5.173588275909424, "learning_rate": 2.86474508437579e-06, "loss": 0.0336, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.94, "eval_loss": 0.21927568316459656, "eval_runtime": 12.1673, "eval_samples_per_second": 308.203, "eval_steps_per_second": 4.849, "step": 1332 } ], "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": false }, "attributes": {} } }, "total_flos": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }