| { | |
| "best_global_step": 23, | |
| "best_metric": 2.187478542327881, | |
| "best_model_checkpoint": "bert_base_km_10_v1_stsb/checkpoint-23", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 138, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 3.9459848403930664, | |
| "learning_rate": 4.9e-05, | |
| "loss": 2.7027, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_combined_score": 0.21406400269142756, | |
| "eval_loss": 2.187478542327881, | |
| "eval_pearson": 0.2207100243077243, | |
| "eval_runtime": 0.9709, | |
| "eval_samples_per_second": 1544.887, | |
| "eval_spearmanr": 0.20741798107513082, | |
| "eval_steps_per_second": 6.18, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 10.513463973999023, | |
| "learning_rate": 4.8e-05, | |
| "loss": 1.9228, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_combined_score": 0.2302906062932306, | |
| "eval_loss": 2.1904146671295166, | |
| "eval_pearson": 0.23344625218227338, | |
| "eval_runtime": 0.9664, | |
| "eval_samples_per_second": 1552.129, | |
| "eval_spearmanr": 0.2271349604041878, | |
| "eval_steps_per_second": 6.209, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 6.263645172119141, | |
| "learning_rate": 4.7e-05, | |
| "loss": 1.6984, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_combined_score": 0.28164812059092836, | |
| "eval_loss": 2.2391693592071533, | |
| "eval_pearson": 0.28053417859824636, | |
| "eval_runtime": 0.9545, | |
| "eval_samples_per_second": 1571.51, | |
| "eval_spearmanr": 0.28276206258361036, | |
| "eval_steps_per_second": 6.286, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 9.83980655670166, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 1.3717, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_combined_score": 0.28480233161198865, | |
| "eval_loss": 2.377173662185669, | |
| "eval_pearson": 0.28509458425166595, | |
| "eval_runtime": 0.982, | |
| "eval_samples_per_second": 1527.5, | |
| "eval_spearmanr": 0.28451007897231134, | |
| "eval_steps_per_second": 6.11, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 11.876545906066895, | |
| "learning_rate": 4.5e-05, | |
| "loss": 1.044, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_combined_score": 0.3106563828141037, | |
| "eval_loss": 2.494642972946167, | |
| "eval_pearson": 0.30931274369904616, | |
| "eval_runtime": 0.9476, | |
| "eval_samples_per_second": 1582.949, | |
| "eval_spearmanr": 0.31200002192916115, | |
| "eval_steps_per_second": 6.332, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 9.593144416809082, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.7602, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_combined_score": 0.27269630445966425, | |
| "eval_loss": 2.5727880001068115, | |
| "eval_pearson": 0.27378787732681964, | |
| "eval_runtime": 1.0021, | |
| "eval_samples_per_second": 1496.789, | |
| "eval_spearmanr": 0.27160473159250886, | |
| "eval_steps_per_second": 5.987, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "step": 138, | |
| "total_flos": 4537835628033024.0, | |
| "train_loss": 1.5832905009172964, | |
| "train_runtime": 74.6338, | |
| "train_samples_per_second": 3851.471, | |
| "train_steps_per_second": 15.409 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 1150, | |
| "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": 4537835628033024.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |