{ "best_metric": 0.9261333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0208/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": 0.42911025881767273, "learning_rate": 9e-05, "loss": 0.635, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9256, "eval_loss": 0.26288625597953796, "eval_runtime": 7.2354, "eval_samples_per_second": 518.285, "eval_steps_per_second": 8.154, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2592241168022156, "learning_rate": 9e-05, "loss": 0.1466, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9170666666666667, "eval_loss": 0.2746236324310303, "eval_runtime": 7.2179, "eval_samples_per_second": 519.541, "eval_steps_per_second": 8.174, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.4936254620552063, "learning_rate": 9e-05, "loss": 0.0797, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9157333333333333, "eval_loss": 0.3118854761123657, "eval_runtime": 8.0569, "eval_samples_per_second": 465.442, "eval_steps_per_second": 7.323, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.009943166747689247, "learning_rate": 9e-05, "loss": 0.0498, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9184, "eval_loss": 0.33027541637420654, "eval_runtime": 6.7831, "eval_samples_per_second": 552.846, "eval_steps_per_second": 8.698, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3855164051055908, "learning_rate": 9e-05, "loss": 0.0426, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9261333333333334, "eval_loss": 0.3112790286540985, "eval_runtime": 6.7529, "eval_samples_per_second": 555.317, "eval_steps_per_second": 8.737, "step": 1665 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }