{ "best_global_step": 92, "best_metric": 2.387584686279297, "best_model_checkpoint": "tiny_bert_rand_5_v1_stsb/checkpoint-92", "epoch": 9.0, "eval_steps": 500, "global_step": 207, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 6.732455253601074, "learning_rate": 4.9e-05, "loss": 3.4897, "step": 23 }, { "epoch": 1.0, "eval_combined_score": 0.06359102083043883, "eval_loss": 2.4595422744750977, "eval_pearson": 0.06898776371218468, "eval_runtime": 0.4536, "eval_samples_per_second": 3307.129, "eval_spearmanr": 0.05819427794869299, "eval_steps_per_second": 13.229, "step": 23 }, { "epoch": 2.0, "grad_norm": 3.954559803009033, "learning_rate": 4.8e-05, "loss": 2.0096, "step": 46 }, { "epoch": 2.0, "eval_combined_score": 0.11660029861389498, "eval_loss": 2.6146180629730225, "eval_pearson": 0.12482784591355002, "eval_runtime": 0.5009, "eval_samples_per_second": 2994.648, "eval_spearmanr": 0.10837275131423994, "eval_steps_per_second": 11.979, "step": 46 }, { "epoch": 3.0, "grad_norm": 3.8552021980285645, "learning_rate": 4.7e-05, "loss": 1.8479, "step": 69 }, { "epoch": 3.0, "eval_combined_score": 0.18696176467663445, "eval_loss": 2.3950836658477783, "eval_pearson": 0.19475826748422084, "eval_runtime": 0.5063, "eval_samples_per_second": 2962.428, "eval_spearmanr": 0.17916526186904802, "eval_steps_per_second": 11.85, "step": 69 }, { "epoch": 4.0, "grad_norm": 8.263176918029785, "learning_rate": 4.600000000000001e-05, "loss": 1.6023, "step": 92 }, { "epoch": 4.0, "eval_combined_score": 0.28932191146728636, "eval_loss": 2.387584686279297, "eval_pearson": 0.2931364205429543, "eval_runtime": 0.4705, "eval_samples_per_second": 3188.372, "eval_spearmanr": 0.28550740239161837, "eval_steps_per_second": 12.753, "step": 92 }, { "epoch": 5.0, "grad_norm": 12.205520629882812, "learning_rate": 4.5e-05, "loss": 1.3085, "step": 115 }, { "epoch": 5.0, "eval_combined_score": 0.27613789995817917, "eval_loss": 2.4777557849884033, "eval_pearson": 0.2810773671653918, "eval_runtime": 0.4755, "eval_samples_per_second": 3154.54, "eval_spearmanr": 0.2711984327509666, "eval_steps_per_second": 12.618, "step": 115 }, { "epoch": 6.0, "grad_norm": 16.09912109375, "learning_rate": 4.4000000000000006e-05, "loss": 1.0396, "step": 138 }, { "epoch": 6.0, "eval_combined_score": 0.31198315746046257, "eval_loss": 2.449542999267578, "eval_pearson": 0.3128501024896465, "eval_runtime": 0.4966, "eval_samples_per_second": 3020.566, "eval_spearmanr": 0.3111162124312787, "eval_steps_per_second": 12.082, "step": 138 }, { "epoch": 7.0, "grad_norm": 16.89310646057129, "learning_rate": 4.3e-05, "loss": 0.8308, "step": 161 }, { "epoch": 7.0, "eval_combined_score": 0.3389701896462223, "eval_loss": 2.475055694580078, "eval_pearson": 0.33859114529684625, "eval_runtime": 0.4836, "eval_samples_per_second": 3101.759, "eval_spearmanr": 0.3393492339955983, "eval_steps_per_second": 12.407, "step": 161 }, { "epoch": 8.0, "grad_norm": 13.597253799438477, "learning_rate": 4.2e-05, "loss": 0.6749, "step": 184 }, { "epoch": 8.0, "eval_combined_score": 0.3236788646982196, "eval_loss": 2.54538631439209, "eval_pearson": 0.32561739277468726, "eval_runtime": 0.5142, "eval_samples_per_second": 2917.382, "eval_spearmanr": 0.32174033662175194, "eval_steps_per_second": 11.67, "step": 184 }, { "epoch": 9.0, "grad_norm": 8.104729652404785, "learning_rate": 4.1e-05, "loss": 0.574, "step": 207 }, { "epoch": 9.0, "eval_combined_score": 0.3147812326804367, "eval_loss": 2.6686761379241943, "eval_pearson": 0.31714032142045084, "eval_runtime": 0.4508, "eval_samples_per_second": 3327.367, "eval_spearmanr": 0.31242214394042245, "eval_steps_per_second": 13.309, "step": 207 }, { "epoch": 9.0, "step": 207, "total_flos": 1356793384840704.0, "train_loss": 1.486379623413086, "train_runtime": 39.6567, "train_samples_per_second": 7248.454, "train_steps_per_second": 28.999 } ], "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": 1356793384840704.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }