{ "best_metric": 0.5754128098487854, "best_model_checkpoint": "./vit-base/checkpoint-100", "epoch": 20.0, "global_step": 180, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.11, "learning_rate": 0.00018888888888888888, "loss": 1.5669, "step": 10 }, { "epoch": 2.22, "learning_rate": 0.00017777777777777779, "loss": 0.2294, "step": 20 }, { "epoch": 3.33, "learning_rate": 0.0001666666666666667, "loss": 0.0267, "step": 30 }, { "epoch": 4.44, "learning_rate": 0.00015555555555555556, "loss": 0.002, "step": 40 }, { "epoch": 5.56, "learning_rate": 0.00014444444444444444, "loss": 0.0008, "step": 50 }, { "epoch": 6.67, "learning_rate": 0.00013333333333333334, "loss": 0.0005, "step": 60 }, { "epoch": 7.78, "learning_rate": 0.00012222222222222224, "loss": 0.0004, "step": 70 }, { "epoch": 8.89, "learning_rate": 0.00011111111111111112, "loss": 0.0003, "step": 80 }, { "epoch": 10.0, "learning_rate": 0.0001, "loss": 0.0003, "step": 90 }, { "epoch": 11.11, "learning_rate": 8.888888888888889e-05, "loss": 0.0003, "step": 100 }, { "epoch": 11.11, "eval_accuracy": 0.8095238095238095, "eval_loss": 0.5754128098487854, "eval_runtime": 1.0617, "eval_samples_per_second": 19.78, "eval_steps_per_second": 2.826, "step": 100 }, { "epoch": 12.22, "learning_rate": 7.777777777777778e-05, "loss": 0.0002, "step": 110 }, { "epoch": 13.33, "learning_rate": 6.666666666666667e-05, "loss": 0.0002, "step": 120 }, { "epoch": 14.44, "learning_rate": 5.555555555555556e-05, "loss": 0.0002, "step": 130 }, { "epoch": 15.56, "learning_rate": 4.4444444444444447e-05, "loss": 0.0002, "step": 140 }, { "epoch": 16.67, "learning_rate": 3.3333333333333335e-05, "loss": 0.0002, "step": 150 }, { "epoch": 17.78, "learning_rate": 2.2222222222222223e-05, "loss": 0.0002, "step": 160 }, { "epoch": 18.89, "learning_rate": 1.1111111111111112e-05, "loss": 0.0002, "step": 170 }, { "epoch": 20.0, "learning_rate": 0.0, "loss": 0.0002, "step": 180 }, { "epoch": 20.0, "step": 180, "total_flos": 5.42468236068864e+16, "train_loss": 0.10162481290883281, "train_runtime": 67.7444, "train_samples_per_second": 10.333, "train_steps_per_second": 2.657 } ], "max_steps": 180, "num_train_epochs": 20, "total_flos": 5.42468236068864e+16, "trial_name": null, "trial_params": null }