{ "best_metric": 0.48353341221809387, "best_model_checkpoint": "bert_base_lda_5_v1_qnli/checkpoint-820", "epoch": 7.0, "eval_steps": 500, "global_step": 2870, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.9573304653167725, "learning_rate": 4.9e-05, "loss": 0.6432, "step": 410 }, { "epoch": 1.0, "eval_accuracy": 0.7056562328390994, "eval_loss": 0.5685960650444031, "eval_runtime": 3.5298, "eval_samples_per_second": 1547.692, "eval_steps_per_second": 6.233, "step": 410 }, { "epoch": 2.0, "grad_norm": 3.638329267501831, "learning_rate": 4.8e-05, "loss": 0.514, "step": 820 }, { "epoch": 2.0, "eval_accuracy": 0.7721032399780341, "eval_loss": 0.48353341221809387, "eval_runtime": 3.544, "eval_samples_per_second": 1541.473, "eval_steps_per_second": 6.208, "step": 820 }, { "epoch": 3.0, "grad_norm": 4.854526042938232, "learning_rate": 4.7e-05, "loss": 0.3845, "step": 1230 }, { "epoch": 3.0, "eval_accuracy": 0.7651473549331869, "eval_loss": 0.5230943560600281, "eval_runtime": 3.5214, "eval_samples_per_second": 1551.356, "eval_steps_per_second": 6.247, "step": 1230 }, { "epoch": 4.0, "grad_norm": 8.325188636779785, "learning_rate": 4.600000000000001e-05, "loss": 0.2671, "step": 1640 }, { "epoch": 4.0, "eval_accuracy": 0.7607541643785466, "eval_loss": 0.6301699280738831, "eval_runtime": 3.5684, "eval_samples_per_second": 1530.923, "eval_steps_per_second": 6.165, "step": 1640 }, { "epoch": 5.0, "grad_norm": 6.31276273727417, "learning_rate": 4.5e-05, "loss": 0.1749, "step": 2050 }, { "epoch": 5.0, "eval_accuracy": 0.7634999084751968, "eval_loss": 0.7120682597160339, "eval_runtime": 3.6011, "eval_samples_per_second": 1517.049, "eval_steps_per_second": 6.109, "step": 2050 }, { "epoch": 6.0, "grad_norm": 8.96873950958252, "learning_rate": 4.4000000000000006e-05, "loss": 0.1231, "step": 2460 }, { "epoch": 6.0, "eval_accuracy": 0.7618524620172067, "eval_loss": 0.7853891849517822, "eval_runtime": 3.5353, "eval_samples_per_second": 1545.281, "eval_steps_per_second": 6.223, "step": 2460 }, { "epoch": 7.0, "grad_norm": 4.691504001617432, "learning_rate": 4.3e-05, "loss": 0.0932, "step": 2870 }, { "epoch": 7.0, "eval_accuracy": 0.7428153029470986, "eval_loss": 0.9599586129188538, "eval_runtime": 3.5825, "eval_samples_per_second": 1524.904, "eval_steps_per_second": 6.141, "step": 2870 }, { "epoch": 7.0, "step": 2870, "total_flos": 9.645664445050368e+16, "train_loss": 0.3142849300796562, "train_runtime": 1232.997, "train_samples_per_second": 4247.496, "train_steps_per_second": 16.626 } ], "logging_steps": 1, "max_steps": 20500, "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": 9.645664445050368e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }