{ "best_metric": 1.0985816717147827, "best_model_checkpoint": "hBERTv1_no_pretrain_mnli/checkpoint-16364", "epoch": 9.0, "global_step": 36819, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 3.9200000000000004e-05, "loss": 1.1037, "step": 4091 }, { "epoch": 1.0, "eval_accuracy": 0.31818644931227713, "eval_loss": 1.0994353294372559, "eval_runtime": 45.3863, "eval_samples_per_second": 216.255, "eval_steps_per_second": 2.269, "step": 4091 }, { "epoch": 2.0, "learning_rate": 3.8400000000000005e-05, "loss": 1.0988, "step": 8182 }, { "epoch": 2.0, "eval_accuracy": 0.31818644931227713, "eval_loss": 1.0986318588256836, "eval_runtime": 45.3182, "eval_samples_per_second": 216.58, "eval_steps_per_second": 2.273, "step": 8182 }, { "epoch": 3.0, "learning_rate": 3.76e-05, "loss": 1.0987, "step": 12273 }, { "epoch": 3.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.0989253520965576, "eval_runtime": 45.2425, "eval_samples_per_second": 216.942, "eval_steps_per_second": 2.277, "step": 12273 }, { "epoch": 4.0, "learning_rate": 3.680000000000001e-05, "loss": 1.0987, "step": 16364 }, { "epoch": 4.0, "eval_accuracy": 0.3544574630667346, "eval_loss": 1.0985816717147827, "eval_runtime": 45.2148, "eval_samples_per_second": 217.075, "eval_steps_per_second": 2.278, "step": 16364 }, { "epoch": 5.0, "learning_rate": 3.6e-05, "loss": 1.0987, "step": 20455 }, { "epoch": 5.0, "eval_accuracy": 0.3544574630667346, "eval_loss": 1.0985941886901855, "eval_runtime": 45.411, "eval_samples_per_second": 216.137, "eval_steps_per_second": 2.268, "step": 20455 }, { "epoch": 6.0, "learning_rate": 3.52e-05, "loss": 1.0987, "step": 24546 }, { "epoch": 6.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.098624587059021, "eval_runtime": 46.2085, "eval_samples_per_second": 212.407, "eval_steps_per_second": 2.229, "step": 24546 }, { "epoch": 7.0, "learning_rate": 3.44e-05, "loss": 1.0986, "step": 28637 }, { "epoch": 7.0, "eval_accuracy": 0.31818644931227713, "eval_loss": 1.0986192226409912, "eval_runtime": 46.0885, "eval_samples_per_second": 212.96, "eval_steps_per_second": 2.235, "step": 28637 }, { "epoch": 8.0, "learning_rate": 3.3600000000000004e-05, "loss": 1.0986, "step": 32728 }, { "epoch": 8.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.0986138582229614, "eval_runtime": 46.1524, "eval_samples_per_second": 212.665, "eval_steps_per_second": 2.232, "step": 32728 }, { "epoch": 9.0, "learning_rate": 3.28e-05, "loss": 1.0986, "step": 36819 }, { "epoch": 9.0, "eval_accuracy": 0.3273560876209883, "eval_loss": 1.098609447479248, "eval_runtime": 46.0831, "eval_samples_per_second": 212.985, "eval_steps_per_second": 2.235, "step": 36819 }, { "epoch": 9.0, "step": 36819, "total_flos": 5.2342526347680154e+17, "train_loss": 1.099236006078723, "train_runtime": 48831.8135, "train_samples_per_second": 402.096, "train_steps_per_second": 4.189 } ], "max_steps": 204550, "num_train_epochs": 50, "total_flos": 5.2342526347680154e+17, "trial_name": null, "trial_params": null }