| { | |
| "best_global_step": 23, | |
| "best_metric": 2.308342695236206, | |
| "best_model_checkpoint": "distilbert_km_10_v2_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": 4.890619277954102, | |
| "learning_rate": 4.9e-05, | |
| "loss": 3.0233, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_combined_score": 0.14546301722281513, | |
| "eval_loss": 2.308342695236206, | |
| "eval_pearson": 0.1514607194595729, | |
| "eval_runtime": 0.6274, | |
| "eval_samples_per_second": 2390.705, | |
| "eval_spearmanr": 0.13946531498605738, | |
| "eval_steps_per_second": 9.563, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 4.947163105010986, | |
| "learning_rate": 4.8e-05, | |
| "loss": 1.9441, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_combined_score": 0.1680556586508381, | |
| "eval_loss": 2.496310234069824, | |
| "eval_pearson": 0.17750219984139104, | |
| "eval_runtime": 0.6282, | |
| "eval_samples_per_second": 2387.816, | |
| "eval_spearmanr": 0.15860911746028514, | |
| "eval_steps_per_second": 9.551, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 7.757569789886475, | |
| "learning_rate": 4.7e-05, | |
| "loss": 1.6958, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_combined_score": 0.21327894535996159, | |
| "eval_loss": 2.3428003787994385, | |
| "eval_pearson": 0.22355298733190435, | |
| "eval_runtime": 0.668, | |
| "eval_samples_per_second": 2245.459, | |
| "eval_spearmanr": 0.20300490338801883, | |
| "eval_steps_per_second": 8.982, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 6.711005210876465, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 1.428, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_combined_score": 0.2606544358399977, | |
| "eval_loss": 2.5911128520965576, | |
| "eval_pearson": 0.2649052185675204, | |
| "eval_runtime": 0.622, | |
| "eval_samples_per_second": 2411.553, | |
| "eval_spearmanr": 0.25640365311247504, | |
| "eval_steps_per_second": 9.646, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 9.803565979003906, | |
| "learning_rate": 4.5e-05, | |
| "loss": 1.1342, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_combined_score": 0.2964874473964536, | |
| "eval_loss": 2.484288215637207, | |
| "eval_pearson": 0.29901417650483925, | |
| "eval_runtime": 0.6958, | |
| "eval_samples_per_second": 2155.696, | |
| "eval_spearmanr": 0.29396071828806797, | |
| "eval_steps_per_second": 8.623, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 8.161381721496582, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.828, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_combined_score": 0.31314439435783836, | |
| "eval_loss": 2.4830892086029053, | |
| "eval_pearson": 0.3131639464327934, | |
| "eval_runtime": 0.733, | |
| "eval_samples_per_second": 2046.29, | |
| "eval_spearmanr": 0.31312484228288334, | |
| "eval_steps_per_second": 8.185, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "step": 138, | |
| "total_flos": 2284624480859136.0, | |
| "train_loss": 1.6755805913952813, | |
| "train_runtime": 44.153, | |
| "train_samples_per_second": 6510.321, | |
| "train_steps_per_second": 26.046 | |
| } | |
| ], | |
| "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": 2284624480859136.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |