| { |
| "best_metric": 0.9125022881200805, |
| "best_model_checkpoint": "./fine-tune/bert-base-uncased/qnli/checkpoint-9822", |
| "epoch": 3.0, |
| "global_step": 9822, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.15, |
| "learning_rate": 1.8981877418041133e-05, |
| "loss": 0.4366, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.31, |
| "learning_rate": 1.7963754836082265e-05, |
| "loss": 0.354, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.46, |
| "learning_rate": 1.69456322541234e-05, |
| "loss": 0.3286, |
| "step": 1500 |
| }, |
| { |
| "epoch": 0.61, |
| "learning_rate": 1.592750967216453e-05, |
| "loss": 0.3075, |
| "step": 2000 |
| }, |
| { |
| "epoch": 0.76, |
| "learning_rate": 1.4909387090205662e-05, |
| "loss": 0.3107, |
| "step": 2500 |
| }, |
| { |
| "epoch": 0.92, |
| "learning_rate": 1.3891264508246794e-05, |
| "loss": 0.289, |
| "step": 3000 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9093904448105437, |
| "eval_loss": 0.22888238728046417, |
| "eval_runtime": 26.3583, |
| "eval_samples_per_second": 207.259, |
| "eval_steps_per_second": 25.912, |
| "step": 3274 |
| }, |
| { |
| "epoch": 1.07, |
| "learning_rate": 1.2873141926287927e-05, |
| "loss": 0.2416, |
| "step": 3500 |
| }, |
| { |
| "epoch": 1.22, |
| "learning_rate": 1.1855019344329057e-05, |
| "loss": 0.1885, |
| "step": 4000 |
| }, |
| { |
| "epoch": 1.37, |
| "learning_rate": 1.083689676237019e-05, |
| "loss": 0.1864, |
| "step": 4500 |
| }, |
| { |
| "epoch": 1.53, |
| "learning_rate": 9.818774180411322e-06, |
| "loss": 0.1906, |
| "step": 5000 |
| }, |
| { |
| "epoch": 1.68, |
| "learning_rate": 8.800651598452455e-06, |
| "loss": 0.1946, |
| "step": 5500 |
| }, |
| { |
| "epoch": 1.83, |
| "learning_rate": 7.782529016493586e-06, |
| "loss": 0.1904, |
| "step": 6000 |
| }, |
| { |
| "epoch": 1.99, |
| "learning_rate": 6.764406434534719e-06, |
| "loss": 0.1801, |
| "step": 6500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9117700896943072, |
| "eval_loss": 0.24933215975761414, |
| "eval_runtime": 26.3984, |
| "eval_samples_per_second": 206.945, |
| "eval_steps_per_second": 25.873, |
| "step": 6548 |
| }, |
| { |
| "epoch": 2.14, |
| "learning_rate": 5.74628385257585e-06, |
| "loss": 0.1167, |
| "step": 7000 |
| }, |
| { |
| "epoch": 2.29, |
| "learning_rate": 4.728161270616982e-06, |
| "loss": 0.1129, |
| "step": 7500 |
| }, |
| { |
| "epoch": 2.44, |
| "learning_rate": 3.7100386886581147e-06, |
| "loss": 0.1138, |
| "step": 8000 |
| }, |
| { |
| "epoch": 2.6, |
| "learning_rate": 2.6919161066992467e-06, |
| "loss": 0.108, |
| "step": 8500 |
| }, |
| { |
| "epoch": 2.75, |
| "learning_rate": 1.6737935247403788e-06, |
| "loss": 0.1165, |
| "step": 9000 |
| }, |
| { |
| "epoch": 2.9, |
| "learning_rate": 6.55670942781511e-07, |
| "loss": 0.1074, |
| "step": 9500 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9125022881200805, |
| "eval_loss": 0.3208048343658447, |
| "eval_runtime": 26.8523, |
| "eval_samples_per_second": 203.446, |
| "eval_steps_per_second": 25.435, |
| "step": 9822 |
| }, |
| { |
| "epoch": 3.0, |
| "step": 9822, |
| "total_flos": 2.066928095367936e+16, |
| "train_loss": 0.21106615146146823, |
| "train_runtime": 3939.5621, |
| "train_samples_per_second": 79.762, |
| "train_steps_per_second": 2.493 |
| } |
| ], |
| "max_steps": 9822, |
| "num_train_epochs": 3, |
| "total_flos": 2.066928095367936e+16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
