{ "best_metric": 0.8373493975903614, "best_model_checkpoint": "vit-base-aihub_model-v2/checkpoint-9", "epoch": 5.0, "global_step": 15, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.6746987951807228, "eval_f1": 0.5943616223134295, "eval_loss": 1.6293878555297852, "eval_precision": 0.6434404116256432, "eval_recall": 0.6238199585809991, "eval_runtime": 6.3604, "eval_samples_per_second": 26.099, "eval_steps_per_second": 0.314, "step": 3 }, { "epoch": 2.0, "eval_accuracy": 0.7530120481927711, "eval_f1": 0.6875213018670031, "eval_loss": 1.4494768381118774, "eval_precision": 0.7775814126820318, "eval_recall": 0.701835255443846, "eval_runtime": 5.6618, "eval_samples_per_second": 29.319, "eval_steps_per_second": 0.353, "step": 6 }, { "epoch": 3.0, "eval_accuracy": 0.8373493975903614, "eval_f1": 0.8021719960125756, "eval_loss": 1.3162782192230225, "eval_precision": 0.8562555276264954, "eval_recall": 0.7993336310123969, "eval_runtime": 5.0768, "eval_samples_per_second": 32.698, "eval_steps_per_second": 0.394, "step": 9 }, { "epoch": 3.33, "learning_rate": 1.923076923076923e-05, "loss": 1.5378, "step": 10 }, { "epoch": 4.0, "eval_accuracy": 0.8373493975903614, "eval_f1": 0.8035411001594577, "eval_loss": 1.232733964920044, "eval_precision": 0.8735820318716042, "eval_recall": 0.7993336310123969, "eval_runtime": 5.2569, "eval_samples_per_second": 31.578, "eval_steps_per_second": 0.38, "step": 12 }, { "epoch": 5.0, "eval_accuracy": 0.8373493975903614, "eval_f1": 0.8036849674785987, "eval_loss": 1.1992783546447754, "eval_precision": 0.8745971666076694, "eval_recall": 0.7993336310123969, "eval_runtime": 5.464, "eval_samples_per_second": 30.381, "eval_steps_per_second": 0.366, "step": 15 }, { "epoch": 5.0, "step": 15, "total_flos": 5.757861244520448e+17, "train_loss": 1.4401942888895671, "train_runtime": 84.6609, "train_samples_per_second": 87.762, "train_steps_per_second": 0.177 } ], "max_steps": 15, "num_train_epochs": 5, "total_flos": 5.757861244520448e+17, "trial_name": null, "trial_params": null }