{ "best_metric": 87.74177915473423, "best_model_checkpoint": "/home/ccasimiro/ccasimiro/berta/src/finetuning/qa/roberta-base-ca-cased-qa/viquiquad/checkpoint-3177", "epoch": 10.0, "global_step": 3530, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_exact_match": 70.39517749497655, "eval_f1": 85.15879769695867, "step": 353 }, { "epoch": 1.42, "learning_rate": 4.291784702549575e-05, "loss": 1.2372, "step": 500 }, { "epoch": 2.0, "eval_exact_match": 73.40924313462827, "eval_f1": 87.52377432306103, "step": 706 }, { "epoch": 2.83, "learning_rate": 3.58356940509915e-05, "loss": 0.4076, "step": 1000 }, { "epoch": 3.0, "eval_exact_match": 72.87340924313463, "eval_f1": 86.86230071137398, "step": 1059 }, { "epoch": 4.0, "eval_exact_match": 72.60549229738781, "eval_f1": 86.9056612129989, "step": 1412 }, { "epoch": 4.25, "learning_rate": 2.8753541076487255e-05, "loss": 0.1874, "step": 1500 }, { "epoch": 5.0, "eval_exact_match": 73.8780977896852, "eval_f1": 87.61361215231298, "step": 1765 }, { "epoch": 5.67, "learning_rate": 2.1671388101983002e-05, "loss": 0.0883, "step": 2000 }, { "epoch": 6.0, "eval_exact_match": 72.5385130609511, "eval_f1": 87.16597098547801, "step": 2118 }, { "epoch": 7.0, "eval_exact_match": 72.94038847957134, "eval_f1": 87.6293952976471, "step": 2471 }, { "epoch": 7.08, "learning_rate": 1.4589235127478753e-05, "loss": 0.0449, "step": 2500 }, { "epoch": 8.0, "eval_exact_match": 73.07434695244474, "eval_f1": 87.3948843173073, "step": 2824 }, { "epoch": 8.5, "learning_rate": 7.507082152974506e-06, "loss": 0.0272, "step": 3000 }, { "epoch": 9.0, "eval_exact_match": 73.8780977896852, "eval_f1": 87.74177915473423, "step": 3177 }, { "epoch": 9.92, "learning_rate": 4.2492917847025503e-07, "loss": 0.0148, "step": 3500 }, { "epoch": 10.0, "eval_exact_match": 73.54320160750167, "eval_f1": 87.60609812320592, "step": 3530 }, { "epoch": 10.0, "step": 3530, "total_flos": 2.949256493279232e+16, "train_loss": 0.28446678726936536, "train_runtime": 8024.7966, "train_samples_per_second": 14.065, "train_steps_per_second": 0.44 } ], "max_steps": 3530, "num_train_epochs": 10, "total_flos": 2.949256493279232e+16, "trial_name": null, "trial_params": null }