{ "best_metric": 0.9887089902002556, "best_model_checkpoint": "vit-base-patch16-224-finetuned-chest/checkpoint-108", "epoch": 2.979591836734694, "global_step": 108, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14, "learning_rate": 2.272727272727273e-05, "loss": 0.5974, "step": 5 }, { "epoch": 0.27, "learning_rate": 4.545454545454546e-05, "loss": 0.3824, "step": 10 }, { "epoch": 0.41, "learning_rate": 4.793814432989691e-05, "loss": 0.1834, "step": 15 }, { "epoch": 0.54, "learning_rate": 4.536082474226804e-05, "loss": 0.1151, "step": 20 }, { "epoch": 0.68, "learning_rate": 4.2783505154639175e-05, "loss": 0.1198, "step": 25 }, { "epoch": 0.82, "learning_rate": 4.020618556701031e-05, "loss": 0.1117, "step": 30 }, { "epoch": 0.95, "learning_rate": 3.7628865979381445e-05, "loss": 0.0947, "step": 35 }, { "epoch": 0.98, "eval_accuracy": 0.9731572219855135, "eval_loss": 0.07849641144275665, "eval_runtime": 153.1267, "eval_samples_per_second": 30.654, "eval_steps_per_second": 0.96, "step": 36 }, { "epoch": 1.11, "learning_rate": 3.5051546391752576e-05, "loss": 0.0707, "step": 40 }, { "epoch": 1.24, "learning_rate": 3.2474226804123714e-05, "loss": 0.0719, "step": 45 }, { "epoch": 1.38, "learning_rate": 2.9896907216494846e-05, "loss": 0.0655, "step": 50 }, { "epoch": 1.52, "learning_rate": 2.7319587628865977e-05, "loss": 0.0661, "step": 55 }, { "epoch": 1.65, "learning_rate": 2.4742268041237116e-05, "loss": 0.0557, "step": 60 }, { "epoch": 1.79, "learning_rate": 2.2164948453608247e-05, "loss": 0.0707, "step": 65 }, { "epoch": 1.93, "learning_rate": 1.9587628865979382e-05, "loss": 0.048, "step": 70 }, { "epoch": 1.98, "eval_accuracy": 0.9731572219855135, "eval_loss": 0.06775445491075516, "eval_runtime": 154.5708, "eval_samples_per_second": 30.368, "eval_steps_per_second": 0.951, "step": 72 }, { "epoch": 2.08, "learning_rate": 1.7010309278350517e-05, "loss": 0.0682, "step": 75 }, { "epoch": 2.22, "learning_rate": 1.4432989690721649e-05, "loss": 0.0564, "step": 80 }, { "epoch": 2.35, "learning_rate": 1.1855670103092783e-05, "loss": 0.0499, "step": 85 }, { "epoch": 2.49, "learning_rate": 9.278350515463918e-06, "loss": 0.0412, "step": 90 }, { "epoch": 2.63, "learning_rate": 6.701030927835052e-06, "loss": 0.045, "step": 95 }, { "epoch": 2.76, "learning_rate": 4.123711340206186e-06, "loss": 0.0353, "step": 100 }, { "epoch": 2.9, "learning_rate": 1.5463917525773197e-06, "loss": 0.0352, "step": 105 }, { "epoch": 2.98, "eval_accuracy": 0.9887089902002556, "eval_loss": 0.03288055956363678, "eval_runtime": 156.1442, "eval_samples_per_second": 30.062, "eval_steps_per_second": 0.941, "step": 108 }, { "epoch": 2.98, "step": 108, "total_flos": 1.0845778866458296e+18, "train_loss": 0.11129519205402445, "train_runtime": 1326.3431, "train_samples_per_second": 10.617, "train_steps_per_second": 0.081 } ], "max_steps": 108, "num_train_epochs": 3, "total_flos": 1.0845778866458296e+18, "trial_name": null, "trial_params": null }