{ "best_global_step": 2844, "best_metric": 0.3768726885318756, "best_model_checkpoint": "bert_base_km_5_v1_qqp/checkpoint-2844", "epoch": 7.0, "eval_steps": 500, "global_step": 9954, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.0276873111724854, "learning_rate": 4.9e-05, "loss": 0.4663, "step": 1422 }, { "epoch": 1.0, "eval_accuracy": 0.8001731387583477, "eval_combined_score": 0.7534249856736952, "eval_f1": 0.7066768325890426, "eval_loss": 0.4186016321182251, "eval_runtime": 25.8374, "eval_samples_per_second": 1564.788, "eval_steps_per_second": 6.115, "step": 1422 }, { "epoch": 2.0, "grad_norm": 2.805953025817871, "learning_rate": 4.8e-05, "loss": 0.3533, "step": 2844 }, { "epoch": 2.0, "eval_accuracy": 0.8282958199356913, "eval_combined_score": 0.7974207106135276, "eval_f1": 0.766545601291364, "eval_loss": 0.3768726885318756, "eval_runtime": 25.5089, "eval_samples_per_second": 1584.937, "eval_steps_per_second": 6.194, "step": 2844 }, { "epoch": 3.0, "grad_norm": 3.3630292415618896, "learning_rate": 4.7e-05, "loss": 0.2678, "step": 4266 }, { "epoch": 3.0, "eval_accuracy": 0.829656195894138, "eval_combined_score": 0.8043851716184504, "eval_f1": 0.7791141473427627, "eval_loss": 0.39894676208496094, "eval_runtime": 25.5009, "eval_samples_per_second": 1585.435, "eval_steps_per_second": 6.196, "step": 4266 }, { "epoch": 4.0, "grad_norm": 4.226913928985596, "learning_rate": 4.600000000000001e-05, "loss": 0.2011, "step": 5688 }, { "epoch": 4.0, "eval_accuracy": 0.8425179322285432, "eval_combined_score": 0.8098659852541995, "eval_f1": 0.7772140382798558, "eval_loss": 0.4219973683357239, "eval_runtime": 25.554, "eval_samples_per_second": 1582.141, "eval_steps_per_second": 6.183, "step": 5688 }, { "epoch": 5.0, "grad_norm": 3.4161477088928223, "learning_rate": 4.5e-05, "loss": 0.1514, "step": 7110 }, { "epoch": 5.0, "eval_accuracy": 0.8437299035369775, "eval_combined_score": 0.8124206613028568, "eval_f1": 0.7811114190687362, "eval_loss": 0.49849799275398254, "eval_runtime": 25.5419, "eval_samples_per_second": 1582.892, "eval_steps_per_second": 6.186, "step": 7110 }, { "epoch": 6.0, "grad_norm": 5.633938789367676, "learning_rate": 4.4000000000000006e-05, "loss": 0.1188, "step": 8532 }, { "epoch": 6.0, "eval_accuracy": 0.8442493198120208, "eval_combined_score": 0.812934439687526, "eval_f1": 0.7816195595630311, "eval_loss": 0.5644199252128601, "eval_runtime": 25.5877, "eval_samples_per_second": 1580.054, "eval_steps_per_second": 6.175, "step": 8532 }, { "epoch": 7.0, "grad_norm": 5.966865539550781, "learning_rate": 4.3e-05, "loss": 0.0964, "step": 9954 }, { "epoch": 7.0, "eval_accuracy": 0.8413306950284443, "eval_combined_score": 0.8130563965966524, "eval_f1": 0.7847820981648606, "eval_loss": 0.6045879125595093, "eval_runtime": 25.4437, "eval_samples_per_second": 1588.997, "eval_steps_per_second": 6.21, "step": 9954 }, { "epoch": 7.0, "step": 9954, "total_flos": 3.3506166766980096e+17, "train_loss": 0.23642058063037236, "train_runtime": 4310.8303, "train_samples_per_second": 4220.138, "train_steps_per_second": 16.493 } ], "logging_steps": 1, "max_steps": 71100, "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": 3.3506166766980096e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }