{ "best_metric": 0.9464, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0412/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": 9.685497283935547, "learning_rate": 5e-05, "loss": 0.8208, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9413333333333334, "eval_loss": 0.22864754498004913, "eval_runtime": 6.442, "eval_samples_per_second": 582.116, "eval_steps_per_second": 9.159, "step": 333 }, { "epoch": 2.0, "grad_norm": 13.006792068481445, "learning_rate": 5e-05, "loss": 0.112, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9450666666666667, "eval_loss": 0.1855025738477707, "eval_runtime": 6.9823, "eval_samples_per_second": 537.075, "eval_steps_per_second": 8.45, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.031707871705293655, "learning_rate": 5e-05, "loss": 0.0436, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9445333333333333, "eval_loss": 0.2130109965801239, "eval_runtime": 6.3409, "eval_samples_per_second": 591.397, "eval_steps_per_second": 9.305, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.057526845484972, "learning_rate": 5e-05, "loss": 0.019, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9424, "eval_loss": 0.2409987896680832, "eval_runtime": 6.2102, "eval_samples_per_second": 603.843, "eval_steps_per_second": 9.5, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.01174067985266447, "learning_rate": 5e-05, "loss": 0.012, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9464, "eval_loss": 0.22617024183273315, "eval_runtime": 6.3227, "eval_samples_per_second": 593.104, "eval_steps_per_second": 9.331, "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 }