{ "best_metric": 1.0963075160980225, "best_model_checkpoint": "hBERTv1_new_pretrain_w_init__mnli/checkpoint-6136", "epoch": 7.0, "global_step": 21476, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 0.00049, "loss": 1.1346, "step": 3068 }, { "epoch": 1.0, "eval_accuracy": 0.3544574630667346, "eval_loss": 1.0987932682037354, "eval_runtime": 17.7369, "eval_samples_per_second": 553.367, "eval_steps_per_second": 4.341, "step": 3068 }, { "epoch": 2.0, "learning_rate": 0.00048, "loss": 1.1013, "step": 6136 }, { "epoch": 2.0, "eval_accuracy": 0.31818644931227713, "eval_loss": 1.0963075160980225, "eval_runtime": 17.7358, "eval_samples_per_second": 553.402, "eval_steps_per_second": 4.342, "step": 6136 }, { "epoch": 3.0, "learning_rate": 0.00047, "loss": 1.1611, "step": 9204 }, { "epoch": 3.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.0990049839019775, "eval_runtime": 17.7014, "eval_samples_per_second": 554.477, "eval_steps_per_second": 4.35, "step": 9204 }, { "epoch": 4.0, "learning_rate": 0.00046, "loss": 1.0988, "step": 12272 }, { "epoch": 4.0, "eval_accuracy": 0.3544574630667346, "eval_loss": 1.0987932682037354, "eval_runtime": 17.7275, "eval_samples_per_second": 553.658, "eval_steps_per_second": 4.344, "step": 12272 }, { "epoch": 5.0, "learning_rate": 0.00045000000000000004, "loss": 1.0987, "step": 15340 }, { "epoch": 5.0, "eval_accuracy": 0.3544574630667346, "eval_loss": 1.0987932682037354, "eval_runtime": 17.7181, "eval_samples_per_second": 553.953, "eval_steps_per_second": 4.346, "step": 15340 }, { "epoch": 6.0, "learning_rate": 0.00044, "loss": 1.0985, "step": 18408 }, { "epoch": 6.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.0990049839019775, "eval_runtime": 17.7077, "eval_samples_per_second": 554.278, "eval_steps_per_second": 4.348, "step": 18408 }, { "epoch": 7.0, "learning_rate": 0.00043, "loss": 1.0987, "step": 21476 }, { "epoch": 7.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.0990049839019775, "eval_runtime": 17.6862, "eval_samples_per_second": 554.953, "eval_steps_per_second": 4.354, "step": 21476 }, { "epoch": 7.0, "step": 21476, "total_flos": 4.071085382597345e+17, "train_loss": 1.1130940406587586, "train_runtime": 14060.0313, "train_samples_per_second": 1396.519, "train_steps_per_second": 10.91 } ], "max_steps": 153400, "num_train_epochs": 50, "total_flos": 4.071085382597345e+17, "trial_name": null, "trial_params": null }