{ "best_metric": 0.039944570511579514, "best_model_checkpoint": "./vit-base-beans/checkpoint-100", "epoch": 4.0, "global_step": 172, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23, "learning_rate": 0.00018837209302325584, "loss": 0.4782, "step": 10 }, { "epoch": 0.47, "learning_rate": 0.00017674418604651164, "loss": 0.2147, "step": 20 }, { "epoch": 0.7, "learning_rate": 0.00016511627906976747, "loss": 0.0922, "step": 30 }, { "epoch": 0.93, "learning_rate": 0.00015348837209302327, "loss": 0.2727, "step": 40 }, { "epoch": 1.16, "learning_rate": 0.0001418604651162791, "loss": 0.0407, "step": 50 }, { "epoch": 1.4, "learning_rate": 0.0001302325581395349, "loss": 0.0933, "step": 60 }, { "epoch": 1.63, "learning_rate": 0.00011860465116279071, "loss": 0.0547, "step": 70 }, { "epoch": 1.86, "learning_rate": 0.00010697674418604651, "loss": 0.0502, "step": 80 }, { "epoch": 2.09, "learning_rate": 9.534883720930233e-05, "loss": 0.0116, "step": 90 }, { "epoch": 2.33, "learning_rate": 8.372093023255814e-05, "loss": 0.0109, "step": 100 }, { "epoch": 2.33, "eval_accuracy": 0.9895287958115183, "eval_loss": 0.039944570511579514, "eval_runtime": 3.6359, "eval_samples_per_second": 52.531, "eval_steps_per_second": 6.601, "step": 100 }, { "epoch": 2.56, "learning_rate": 7.209302325581396e-05, "loss": 0.008, "step": 110 }, { "epoch": 2.79, "learning_rate": 6.0465116279069765e-05, "loss": 0.0262, "step": 120 }, { "epoch": 3.02, "learning_rate": 4.883720930232558e-05, "loss": 0.0069, "step": 130 }, { "epoch": 3.26, "learning_rate": 3.7209302325581394e-05, "loss": 0.0067, "step": 140 }, { "epoch": 3.49, "learning_rate": 2.5581395348837212e-05, "loss": 0.0061, "step": 150 }, { "epoch": 3.72, "learning_rate": 1.3953488372093024e-05, "loss": 0.0059, "step": 160 }, { "epoch": 3.95, "learning_rate": 2.325581395348837e-06, "loss": 0.0057, "step": 170 }, { "epoch": 4.0, "step": 172, "total_flos": 2.132579554193572e+17, "train_loss": 0.08056612370189192, "train_runtime": 121.6622, "train_samples_per_second": 22.62, "train_steps_per_second": 1.414 } ], "max_steps": 172, "num_train_epochs": 4, "total_flos": 2.132579554193572e+17, "trial_name": null, "trial_params": null }