{ "best_metric": 0.7129629629629629, "best_model_checkpoint": "swinv2-large-patch4-window12to24-192to384-22kto1k-ft-microbes\\checkpoint-106", "epoch": 7.868852459016393, "eval_steps": 500, "global_step": 120, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.66, "learning_rate": 4.166666666666667e-05, "loss": 3.8445, "step": 10 }, { "epoch": 0.98, "eval_accuracy": 0.3194444444444444, "eval_loss": 2.853494882583618, "eval_runtime": 275.4409, "eval_samples_per_second": 0.784, "eval_steps_per_second": 0.025, "step": 15 }, { "epoch": 1.31, "learning_rate": 4.62962962962963e-05, "loss": 2.9233, "step": 20 }, { "epoch": 1.97, "learning_rate": 4.166666666666667e-05, "loss": 2.1358, "step": 30 }, { "epoch": 1.97, "eval_accuracy": 0.44907407407407407, "eval_loss": 1.9653794765472412, "eval_runtime": 249.4789, "eval_samples_per_second": 0.866, "eval_steps_per_second": 0.028, "step": 30 }, { "epoch": 2.62, "learning_rate": 3.7037037037037037e-05, "loss": 1.5947, "step": 40 }, { "epoch": 2.95, "eval_accuracy": 0.6203703703703703, "eval_loss": 1.4172132015228271, "eval_runtime": 248.0335, "eval_samples_per_second": 0.871, "eval_steps_per_second": 0.028, "step": 45 }, { "epoch": 3.28, "learning_rate": 3.240740740740741e-05, "loss": 1.2958, "step": 50 }, { "epoch": 3.93, "learning_rate": 2.777777777777778e-05, "loss": 1.045, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.6805555555555556, "eval_loss": 1.169750452041626, "eval_runtime": 249.6999, "eval_samples_per_second": 0.865, "eval_steps_per_second": 0.028, "step": 61 }, { "epoch": 4.59, "learning_rate": 2.314814814814815e-05, "loss": 0.985, "step": 70 }, { "epoch": 4.98, "eval_accuracy": 0.6851851851851852, "eval_loss": 1.1927063465118408, "eval_runtime": 249.8277, "eval_samples_per_second": 0.865, "eval_steps_per_second": 0.028, "step": 76 }, { "epoch": 5.25, "learning_rate": 1.8518518518518518e-05, "loss": 0.8089, "step": 80 }, { "epoch": 5.9, "learning_rate": 1.388888888888889e-05, "loss": 0.775, "step": 90 }, { "epoch": 5.97, "eval_accuracy": 0.6898148148148148, "eval_loss": 1.1011860370635986, "eval_runtime": 248.7957, "eval_samples_per_second": 0.868, "eval_steps_per_second": 0.028, "step": 91 }, { "epoch": 6.56, "learning_rate": 9.259259259259259e-06, "loss": 0.7207, "step": 100 }, { "epoch": 6.95, "eval_accuracy": 0.7129629629629629, "eval_loss": 1.0311119556427002, "eval_runtime": 248.8611, "eval_samples_per_second": 0.868, "eval_steps_per_second": 0.028, "step": 106 }, { "epoch": 7.21, "learning_rate": 4.6296296296296296e-06, "loss": 0.6587, "step": 110 }, { "epoch": 7.87, "learning_rate": 0.0, "loss": 0.6611, "step": 120 }, { "epoch": 7.87, "eval_accuracy": 0.6990740740740741, "eval_loss": 1.0310794115066528, "eval_runtime": 249.3479, "eval_samples_per_second": 0.866, "eval_steps_per_second": 0.028, "step": 120 }, { "epoch": 7.87, "step": 120, "total_flos": 7.925569593060557e+18, "train_loss": 1.4540472984313966, "train_runtime": 48373.2241, "train_samples_per_second": 0.321, "train_steps_per_second": 0.002 } ], "logging_steps": 10, "max_steps": 120, "num_train_epochs": 8, "save_steps": 500, "total_flos": 7.925569593060557e+18, "trial_name": null, "trial_params": null }