{ "best_metric": 0.6663957373792107, "best_model_checkpoint": "final_models/glue_models/structroberta_s2_50ep//finetune/main_verb_lexical_content_the/checkpoint-1000", "epoch": 10.0, "global_step": 1150, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.74, "eval_accuracy": 0.6620661616325378, "eval_f1": 0.6582776608401208, "eval_loss": 2.30867075920105, "eval_mcc": 0.324392989322274, "eval_runtime": 47.546, "eval_samples_per_second": 464.792, "eval_steps_per_second": 58.112, "step": 200 }, { "epoch": 3.48, "eval_accuracy": 0.6655052304267883, "eval_f1": 0.6658227848101266, "eval_loss": 2.8982155323028564, "eval_mcc": 0.3310319252852772, "eval_runtime": 47.6227, "eval_samples_per_second": 464.043, "eval_steps_per_second": 58.019, "step": 400 }, { "epoch": 4.35, "learning_rate": 2.826086956521739e-05, "loss": 0.0399, "step": 500 }, { "epoch": 5.22, "eval_accuracy": 0.6654147505760193, "eval_f1": 0.6660041557502936, "eval_loss": 3.164363384246826, "eval_mcc": 0.3308414921193221, "eval_runtime": 47.0614, "eval_samples_per_second": 469.578, "eval_steps_per_second": 58.711, "step": 600 }, { "epoch": 6.96, "eval_accuracy": 0.6656862497329712, "eval_f1": 0.6663656069364162, "eval_loss": 3.281757354736328, "eval_mcc": 0.3313815632182769, "eval_runtime": 46.96, "eval_samples_per_second": 470.592, "eval_steps_per_second": 58.837, "step": 800 }, { "epoch": 8.7, "learning_rate": 6.521739130434783e-06, "loss": 0.0001, "step": 1000 }, { "epoch": 8.7, "eval_accuracy": 0.6656862497329712, "eval_f1": 0.6663957373792107, "eval_loss": 3.3398125171661377, "eval_mcc": 0.33138060248198653, "eval_runtime": 47.4664, "eval_samples_per_second": 465.571, "eval_steps_per_second": 58.21, "step": 1000 }, { "epoch": 10.0, "step": 1150, "total_flos": 6692589829785600.0, "train_loss": 0.017369135063465522, "train_runtime": 627.3796, "train_samples_per_second": 116.453, "train_steps_per_second": 1.833 } ], "max_steps": 1150, "num_train_epochs": 10, "total_flos": 6692589829785600.0, "trial_name": null, "trial_params": null }