{ "best_metric": 0.7920443179195198, "best_model_checkpoint": "output-no-git/EN-OUTPUT/ON_FS_OUT/XLNetFalseTrue-0-1/FalseFalse-0/train_from_dev_and_test.csv/4/checkpoint-81", "epoch": 9.0, "global_step": 81, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.7725321650505066, "eval_f1": 0.7563771232417289, "eval_f1_binary": 0.8191126279863481, "eval_f1_weighted": 0.7701089290012807, "eval_loss": 0.5054362416267395, "eval_runtime": 1.8375, "eval_samples_per_second": 253.611, "eval_steps_per_second": 32.11, "step": 9 }, { "epoch": 2.0, "eval_accuracy": 0.721030056476593, "eval_f1": 0.6446920821114369, "eval_f1_binary": 0.8093841642228738, "eval_f1_weighted": 0.6807405636036398, "eval_loss": 0.6385602355003357, "eval_runtime": 1.8316, "eval_samples_per_second": 254.426, "eval_steps_per_second": 32.213, "step": 18 }, { "epoch": 3.0, "eval_accuracy": 0.7811158895492554, "eval_f1": 0.7456549657534247, "eval_f1_binary": 0.8406250000000001, "eval_f1_weighted": 0.7664423981421601, "eval_loss": 0.6955846548080444, "eval_runtime": 1.8305, "eval_samples_per_second": 254.578, "eval_steps_per_second": 32.232, "step": 27 }, { "epoch": 4.0, "eval_accuracy": 0.7854077219963074, "eval_f1": 0.760603320729903, "eval_f1_binary": 0.8376623376623377, "eval_f1_weighted": 0.7774703158524531, "eval_loss": 0.7326841354370117, "eval_runtime": 1.8306, "eval_samples_per_second": 254.558, "eval_steps_per_second": 32.229, "step": 36 }, { "epoch": 5.0, "eval_accuracy": 0.7875536680221558, "eval_f1": 0.7535932317454214, "eval_f1_binary": 0.8450704225352113, "eval_f1_weighted": 0.7736161361672208, "eval_loss": 0.9596889019012451, "eval_runtime": 1.8322, "eval_samples_per_second": 254.333, "eval_steps_per_second": 32.201, "step": 45 }, { "epoch": 6.0, "eval_accuracy": 0.8111587762832642, "eval_f1": 0.7893309222423146, "eval_f1_binary": 0.8571428571428571, "eval_f1_weighted": 0.8041738779501587, "eval_loss": 0.8485983610153198, "eval_runtime": 1.8435, "eval_samples_per_second": 252.776, "eval_steps_per_second": 32.004, "step": 54 }, { "epoch": 7.0, "eval_accuracy": 0.8025751113891602, "eval_f1": 0.7738818565400843, "eval_f1_binary": 0.8544303797468354, "eval_f1_weighted": 0.7915126491733218, "eval_loss": 1.0803866386413574, "eval_runtime": 1.8504, "eval_samples_per_second": 251.841, "eval_steps_per_second": 31.885, "step": 63 }, { "epoch": 8.0, "eval_accuracy": 0.8133047223091125, "eval_f1": 0.7907477277067516, "eval_f1_binary": 0.8594507269789984, "eval_f1_weighted": 0.8057857232556125, "eval_loss": 0.9846170544624329, "eval_runtime": 1.8389, "eval_samples_per_second": 253.41, "eval_steps_per_second": 32.084, "step": 72 }, { "epoch": 9.0, "eval_accuracy": 0.8133047223091125, "eval_f1": 0.7920443179195198, "eval_f1_binary": 0.8585365853658536, "eval_f1_weighted": 0.8065984193777302, "eval_loss": 0.9904114007949829, "eval_runtime": 1.8392, "eval_samples_per_second": 253.365, "eval_steps_per_second": 32.078, "step": 81 } ], "max_steps": 81, "num_train_epochs": 9, "total_flos": 180756537375744.0, "trial_name": null, "trial_params": null }