{ "best_metric": 0.9554666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0554/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 31.368724822998047, "learning_rate": 9.330127018922194e-05, "loss": 0.5718, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9242666666666667, "eval_loss": 0.26796451210975647, "eval_runtime": 12.4825, "eval_samples_per_second": 300.421, "eval_steps_per_second": 4.727, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1040499210357666, "learning_rate": 7.500000000000001e-05, "loss": 0.1227, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9386666666666666, "eval_loss": 0.2198157161474228, "eval_runtime": 11.8512, "eval_samples_per_second": 316.423, "eval_steps_per_second": 4.978, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9563470482826233, "learning_rate": 5e-05, "loss": 0.0506, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9466666666666667, "eval_loss": 0.1880520135164261, "eval_runtime": 12.3188, "eval_samples_per_second": 304.413, "eval_steps_per_second": 4.789, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.027465809136629105, "learning_rate": 2.500000000000001e-05, "loss": 0.0152, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9514666666666667, "eval_loss": 0.16924162209033966, "eval_runtime": 12.3111, "eval_samples_per_second": 304.603, "eval_steps_per_second": 4.792, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.022229017689824104, "learning_rate": 6.698729810778065e-06, "loss": 0.0045, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9546666666666667, "eval_loss": 0.17058934271335602, "eval_runtime": 12.4268, "eval_samples_per_second": 301.767, "eval_steps_per_second": 4.748, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.2985929846763611, "learning_rate": 0.0, "loss": 0.0027, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9554666666666667, "eval_loss": 0.1673557162284851, "eval_runtime": 12.4104, "eval_samples_per_second": 302.167, "eval_steps_per_second": 4.754, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }