{ "best_metric": 0.8218181818181818, "best_model_checkpoint": "final_models/glue_models/structroberta_s2_50ep//finetune/cola/checkpoint-200", "epoch": 10.0, "global_step": 1280, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.56, "eval_accuracy": 0.7114818692207336, "eval_f1": 0.8218181818181818, "eval_loss": 0.5872910022735596, "eval_mcc": 0.18948085721928823, "eval_runtime": 2.1539, "eval_samples_per_second": 473.102, "eval_steps_per_second": 59.428, "step": 200 }, { "epoch": 3.12, "eval_accuracy": 0.7173699736595154, "eval_f1": 0.8132295719844358, "eval_loss": 0.7240995168685913, "eval_mcc": 0.26281332883560804, "eval_runtime": 2.1671, "eval_samples_per_second": 470.217, "eval_steps_per_second": 59.066, "step": 400 }, { "epoch": 3.91, "learning_rate": 3.0468750000000002e-05, "loss": 0.4445, "step": 500 }, { "epoch": 4.69, "eval_accuracy": 0.707556426525116, "eval_f1": 0.807741935483871, "eval_loss": 0.9681539535522461, "eval_mcc": 0.23051552905227268, "eval_runtime": 2.1721, "eval_samples_per_second": 469.126, "eval_steps_per_second": 58.929, "step": 600 }, { "epoch": 6.25, "eval_accuracy": 0.7242394685745239, "eval_f1": 0.8192926045016078, "eval_loss": 1.2346603870391846, "eval_mcc": 0.27596976231470044, "eval_runtime": 2.1584, "eval_samples_per_second": 472.114, "eval_steps_per_second": 59.304, "step": 800 }, { "epoch": 7.81, "learning_rate": 1.09375e-05, "loss": 0.1091, "step": 1000 }, { "epoch": 7.81, "eval_accuracy": 0.7163886427879333, "eval_f1": 0.8084824387011266, "eval_loss": 1.280194878578186, "eval_mcc": 0.2778508397362399, "eval_runtime": 2.1555, "eval_samples_per_second": 472.74, "eval_steps_per_second": 59.382, "step": 1000 }, { "epoch": 9.38, "eval_accuracy": 0.7212954163551331, "eval_f1": 0.8165374677002584, "eval_loss": 1.5132513046264648, "eval_mcc": 0.27088079409026794, "eval_runtime": 2.1614, "eval_samples_per_second": 471.454, "eval_steps_per_second": 59.221, "step": 1200 }, { "epoch": 10.0, "step": 1280, "total_flos": 7478552336486400.0, "train_loss": 0.22346576005220414, "train_runtime": 448.112, "train_samples_per_second": 182.187, "train_steps_per_second": 2.856 } ], "max_steps": 1280, "num_train_epochs": 10, "total_flos": 7478552336486400.0, "trial_name": null, "trial_params": null }