| { | |
| "best_global_step": 6136, | |
| "best_metric": 0.8068473935127258, | |
| "best_model_checkpoint": "bert_base_km_50_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": 1.1364778280258179, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.9905, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5657666836474784, | |
| "eval_loss": 0.920609176158905, | |
| "eval_runtime": 6.2534, | |
| "eval_samples_per_second": 1569.535, | |
| "eval_steps_per_second": 6.237, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.483047366142273, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.8854, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6031584309730005, | |
| "eval_loss": 0.8692390322685242, | |
| "eval_runtime": 6.1696, | |
| "eval_samples_per_second": 1590.871, | |
| "eval_steps_per_second": 6.321, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.7138577699661255, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.8065, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6321956189505858, | |
| "eval_loss": 0.8283551335334778, | |
| "eval_runtime": 6.1748, | |
| "eval_samples_per_second": 1589.534, | |
| "eval_steps_per_second": 6.316, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.1886351108551025, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.7303, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6476821192052981, | |
| "eval_loss": 0.8068473935127258, | |
| "eval_runtime": 6.1611, | |
| "eval_samples_per_second": 1593.072, | |
| "eval_steps_per_second": 6.33, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.2214322090148926, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.6572, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6522669383596535, | |
| "eval_loss": 0.840409517288208, | |
| "eval_runtime": 6.2208, | |
| "eval_samples_per_second": 1577.763, | |
| "eval_steps_per_second": 6.269, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 3.14277982711792, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.5827, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6575649516046868, | |
| "eval_loss": 0.8798835277557373, | |
| "eval_runtime": 6.1442, | |
| "eval_samples_per_second": 1597.442, | |
| "eval_steps_per_second": 6.347, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.993121862411499, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.5062, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6541008660213958, | |
| "eval_loss": 0.9258556962013245, | |
| "eval_runtime": 6.1438, | |
| "eval_samples_per_second": 1597.542, | |
| "eval_steps_per_second": 6.348, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 3.233996629714966, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.4354, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6509424350483953, | |
| "eval_loss": 0.9967018961906433, | |
| "eval_runtime": 6.1462, | |
| "eval_samples_per_second": 1596.913, | |
| "eval_steps_per_second": 6.345, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 3.693145513534546, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.3682, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.649617931737137, | |
| "eval_loss": 1.1101100444793701, | |
| "eval_runtime": 6.1447, | |
| "eval_samples_per_second": 1597.305, | |
| "eval_steps_per_second": 6.347, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "step": 13806, | |
| "total_flos": 4.6496324415879475e+17, | |
| "train_loss": 0.6624809042985726, | |
| "train_runtime": 5711.7823, | |
| "train_samples_per_second": 3437.649, | |
| "train_steps_per_second": 13.428 | |
| } | |
| ], | |
| "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": 4.6496324415879475e+17, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |