| { | |
| "best_global_step": 46, | |
| "best_metric": 2.3162741661071777, | |
| "best_model_checkpoint": "bert_base_rand_5_v2_stsb/checkpoint-46", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 161, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 4.672378063201904, | |
| "learning_rate": 4.9e-05, | |
| "loss": 2.6563, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_combined_score": 0.09050440946239476, | |
| "eval_loss": 2.468899726867676, | |
| "eval_pearson": 0.09885560057722062, | |
| "eval_runtime": 0.9893, | |
| "eval_samples_per_second": 1516.155, | |
| "eval_spearmanr": 0.08215321834756889, | |
| "eval_steps_per_second": 6.065, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 12.538728713989258, | |
| "learning_rate": 4.8e-05, | |
| "loss": 1.8843, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_combined_score": 0.17865816941006596, | |
| "eval_loss": 2.3162741661071777, | |
| "eval_pearson": 0.19542194735083257, | |
| "eval_runtime": 1.003, | |
| "eval_samples_per_second": 1495.455, | |
| "eval_spearmanr": 0.16189439146929932, | |
| "eval_steps_per_second": 5.982, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 9.898491859436035, | |
| "learning_rate": 4.7e-05, | |
| "loss": 1.6315, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_combined_score": 0.25567049594755953, | |
| "eval_loss": 2.365222930908203, | |
| "eval_pearson": 0.26043384251429863, | |
| "eval_runtime": 0.9606, | |
| "eval_samples_per_second": 1561.529, | |
| "eval_spearmanr": 0.25090714938082037, | |
| "eval_steps_per_second": 6.246, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 10.290682792663574, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 1.2245, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_combined_score": 0.28864361414381867, | |
| "eval_loss": 2.5701653957366943, | |
| "eval_pearson": 0.2910950881475413, | |
| "eval_runtime": 0.9942, | |
| "eval_samples_per_second": 1508.822, | |
| "eval_spearmanr": 0.286192140140096, | |
| "eval_steps_per_second": 6.035, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 11.64109992980957, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.8986, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_combined_score": 0.27109561622168327, | |
| "eval_loss": 2.6825172901153564, | |
| "eval_pearson": 0.27674054063954884, | |
| "eval_runtime": 0.9605, | |
| "eval_samples_per_second": 1561.745, | |
| "eval_spearmanr": 0.2654506918038177, | |
| "eval_steps_per_second": 6.247, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 6.450591564178467, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.6617, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_combined_score": 0.30805346136071465, | |
| "eval_loss": 2.512233018875122, | |
| "eval_pearson": 0.3120714777686556, | |
| "eval_runtime": 1.0131, | |
| "eval_samples_per_second": 1480.655, | |
| "eval_spearmanr": 0.3040354449527736, | |
| "eval_steps_per_second": 5.923, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 12.366684913635254, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.5165, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_combined_score": 0.33508237397612906, | |
| "eval_loss": 2.374462127685547, | |
| "eval_pearson": 0.3379127982925731, | |
| "eval_runtime": 0.9637, | |
| "eval_samples_per_second": 1556.566, | |
| "eval_spearmanr": 0.332251949659685, | |
| "eval_steps_per_second": 6.226, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 161, | |
| "total_flos": 5294141566038528.0, | |
| "train_loss": 1.3533399475287207, | |
| "train_runtime": 88.0763, | |
| "train_samples_per_second": 3263.646, | |
| "train_steps_per_second": 13.057 | |
| } | |
| ], | |
| "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": 5294141566038528.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |