| { | |
| "best_global_step": 6136, | |
| "best_metric": 0.7868309020996094, | |
| "best_model_checkpoint": "bert_base_km_100_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": 1.0563355684280396, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.9919, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.567396841569027, | |
| "eval_loss": 0.9109046459197998, | |
| "eval_runtime": 6.2368, | |
| "eval_samples_per_second": 1573.736, | |
| "eval_steps_per_second": 6.253, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.4128915071487427, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.8775, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6129393785022924, | |
| "eval_loss": 0.8532446026802063, | |
| "eval_runtime": 6.1845, | |
| "eval_samples_per_second": 1587.027, | |
| "eval_steps_per_second": 6.306, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.7205497026443481, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.7872, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6459500764136525, | |
| "eval_loss": 0.7985056638717651, | |
| "eval_runtime": 6.1934, | |
| "eval_samples_per_second": 1584.752, | |
| "eval_steps_per_second": 6.297, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.723157286643982, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.7081, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6558329088130412, | |
| "eval_loss": 0.7868309020996094, | |
| "eval_runtime": 6.1961, | |
| "eval_samples_per_second": 1584.072, | |
| "eval_steps_per_second": 6.294, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.4626529216766357, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.6356, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6589913397860417, | |
| "eval_loss": 0.7993543744087219, | |
| "eval_runtime": 6.2127, | |
| "eval_samples_per_second": 1579.834, | |
| "eval_steps_per_second": 6.277, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 2.7789957523345947, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.5597, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6656138563423332, | |
| "eval_loss": 0.8493095636367798, | |
| "eval_runtime": 6.2169, | |
| "eval_samples_per_second": 1578.771, | |
| "eval_steps_per_second": 6.273, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.8432204723358154, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.481, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6660213958227204, | |
| "eval_loss": 0.9018713235855103, | |
| "eval_runtime": 6.2212, | |
| "eval_samples_per_second": 1577.674, | |
| "eval_steps_per_second": 6.269, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 2.848738193511963, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.4057, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6586856851757514, | |
| "eval_loss": 0.996565043926239, | |
| "eval_runtime": 6.2354, | |
| "eval_samples_per_second": 1574.078, | |
| "eval_steps_per_second": 6.255, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 3.7572710514068604, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.3381, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.6597045338767193, | |
| "eval_loss": 1.1030168533325195, | |
| "eval_runtime": 6.218, | |
| "eval_samples_per_second": 1578.476, | |
| "eval_steps_per_second": 6.272, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "step": 13806, | |
| "total_flos": 4.6496324415879475e+17, | |
| "train_loss": 0.6427538210147535, | |
| "train_runtime": 5761.4438, | |
| "train_samples_per_second": 3408.017, | |
| "train_steps_per_second": 13.313 | |
| } | |
| ], | |
| "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 | |
| } | |