| { |
| "best_global_step": 6136, |
| "best_metric": 0.7839012145996094, |
| "best_model_checkpoint": "distilbert_km_20_v2_mnli/checkpoint-6136", |
| "epoch": 9.0, |
| "eval_steps": 500, |
| "global_step": 13806, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.2019141912460327, |
| "learning_rate": 4.9e-05, |
| "loss": 0.9903, |
| "step": 1534 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5645440652063168, |
| "eval_loss": 0.9187681078910828, |
| "eval_runtime": 4.0491, |
| "eval_samples_per_second": 2423.967, |
| "eval_steps_per_second": 9.632, |
| "step": 1534 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 1.564088225364685, |
| "learning_rate": 4.8e-05, |
| "loss": 0.8821, |
| "step": 3068 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6134488028527764, |
| "eval_loss": 0.8513433933258057, |
| "eval_runtime": 3.9821, |
| "eval_samples_per_second": 2464.759, |
| "eval_steps_per_second": 9.794, |
| "step": 3068 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.7358378171920776, |
| "learning_rate": 4.7e-05, |
| "loss": 0.791, |
| "step": 4602 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6461538461538462, |
| "eval_loss": 0.8013883233070374, |
| "eval_runtime": 3.9811, |
| "eval_samples_per_second": 2465.423, |
| "eval_steps_per_second": 9.796, |
| "step": 4602 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 2.051180601119995, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.7157, |
| "step": 6136 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.656444218033622, |
| "eval_loss": 0.7839012145996094, |
| "eval_runtime": 3.9695, |
| "eval_samples_per_second": 2472.591, |
| "eval_steps_per_second": 9.825, |
| "step": 6136 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 2.26766300201416, |
| "learning_rate": 4.5e-05, |
| "loss": 0.6472, |
| "step": 7670 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.665206316861946, |
| "eval_loss": 0.7938839197158813, |
| "eval_runtime": 4.2948, |
| "eval_samples_per_second": 2285.332, |
| "eval_steps_per_second": 9.081, |
| "step": 7670 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 2.4117183685302734, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.5791, |
| "step": 9204 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.6662251655629139, |
| "eval_loss": 0.8591964840888977, |
| "eval_runtime": 3.9924, |
| "eval_samples_per_second": 2458.433, |
| "eval_steps_per_second": 9.769, |
| "step": 9204 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 2.8018412590026855, |
| "learning_rate": 4.3e-05, |
| "loss": 0.5111, |
| "step": 10738 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6664289353031075, |
| "eval_loss": 0.8661112189292908, |
| "eval_runtime": 3.9981, |
| "eval_samples_per_second": 2454.941, |
| "eval_steps_per_second": 9.755, |
| "step": 10738 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 3.3309311866760254, |
| "learning_rate": 4.2e-05, |
| "loss": 0.445, |
| "step": 12272 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.6538970962812023, |
| "eval_loss": 0.9801768064498901, |
| "eval_runtime": 3.978, |
| "eval_samples_per_second": 2467.348, |
| "eval_steps_per_second": 9.804, |
| "step": 12272 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 4.193544387817383, |
| "learning_rate": 4.1e-05, |
| "loss": 0.3847, |
| "step": 13806 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_accuracy": 0.6528782475802344, |
| "eval_loss": 1.0934809446334839, |
| "eval_runtime": 4.0083, |
| "eval_samples_per_second": 2448.671, |
| "eval_steps_per_second": 9.73, |
| "step": 13806 |
| }, |
| { |
| "epoch": 9.0, |
| "step": 13806, |
| "total_flos": 2.340951304214108e+17, |
| "train_loss": 0.6607053365186558, |
| "train_runtime": 3259.3556, |
| "train_samples_per_second": 6024.228, |
| "train_steps_per_second": 23.532 |
| } |
| ], |
| "logging_steps": 1, |
| "max_steps": 76700, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 50, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 5, |
| "early_stopping_threshold": 0.0 |
| }, |
| "attributes": { |
| "early_stopping_patience_counter": 5 |
| } |
| }, |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 2.340951304214108e+17, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|