{ "best_global_step": 2844, "best_metric": 0.3926401436328888, "best_model_checkpoint": "bert_base_km_100_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": 1.8982822895050049, "learning_rate": 4.9e-05, "loss": 0.483, "step": 1422 }, { "epoch": 1.0, "eval_accuracy": 0.7904031659658669, "eval_combined_score": 0.7393263714458869, "eval_f1": 0.6882495769259068, "eval_loss": 0.44323667883872986, "eval_runtime": 25.4507, "eval_samples_per_second": 1588.561, "eval_steps_per_second": 6.208, "step": 1422 }, { "epoch": 2.0, "grad_norm": 2.774909734725952, "learning_rate": 4.8e-05, "loss": 0.3749, "step": 2844 }, { "epoch": 2.0, "eval_accuracy": 0.8175117487014593, "eval_combined_score": 0.7824289104441479, "eval_f1": 0.7473460721868365, "eval_loss": 0.3926401436328888, "eval_runtime": 25.2361, "eval_samples_per_second": 1602.072, "eval_steps_per_second": 6.261, "step": 2844 }, { "epoch": 3.0, "grad_norm": 3.4883244037628174, "learning_rate": 4.7e-05, "loss": 0.2912, "step": 4266 }, { "epoch": 3.0, "eval_accuracy": 0.8258224091021519, "eval_combined_score": 0.7952857619106002, "eval_f1": 0.7647491147190486, "eval_loss": 0.3976278007030487, "eval_runtime": 25.289, "eval_samples_per_second": 1598.716, "eval_steps_per_second": 6.248, "step": 4266 }, { "epoch": 4.0, "grad_norm": 2.621770143508911, "learning_rate": 4.600000000000001e-05, "loss": 0.2189, "step": 5688 }, { "epoch": 4.0, "eval_accuracy": 0.8304229532525352, "eval_combined_score": 0.7960264408151279, "eval_f1": 0.7616299283777206, "eval_loss": 0.4470672607421875, "eval_runtime": 25.3207, "eval_samples_per_second": 1596.715, "eval_steps_per_second": 6.24, "step": 5688 }, { "epoch": 5.0, "grad_norm": 2.6303458213806152, "learning_rate": 4.5e-05, "loss": 0.1641, "step": 7110 }, { "epoch": 5.0, "eval_accuracy": 0.8310165718525847, "eval_combined_score": 0.7998136439158609, "eval_f1": 0.768610715979137, "eval_loss": 0.4701743721961975, "eval_runtime": 25.3192, "eval_samples_per_second": 1596.81, "eval_steps_per_second": 6.24, "step": 7110 }, { "epoch": 6.0, "grad_norm": 4.171130180358887, "learning_rate": 4.4000000000000006e-05, "loss": 0.126, "step": 8532 }, { "epoch": 6.0, "eval_accuracy": 0.8332426416027702, "eval_combined_score": 0.8016329185636992, "eval_f1": 0.7700231955246282, "eval_loss": 0.5648208856582642, "eval_runtime": 25.1891, "eval_samples_per_second": 1605.057, "eval_steps_per_second": 6.273, "step": 8532 }, { "epoch": 7.0, "grad_norm": 5.9093337059021, "learning_rate": 4.3e-05, "loss": 0.1003, "step": 9954 }, { "epoch": 7.0, "eval_accuracy": 0.8328468958694039, "eval_combined_score": 0.7983261461033024, "eval_f1": 0.7638053963372011, "eval_loss": 0.6059678196907043, "eval_runtime": 25.1988, "eval_samples_per_second": 1604.439, "eval_steps_per_second": 6.27, "step": 9954 }, { "epoch": 7.0, "step": 9954, "total_flos": 3.3506166766980096e+17, "train_loss": 0.2511948379905966, "train_runtime": 4263.6329, "train_samples_per_second": 4266.854, "train_steps_per_second": 16.676 } ], "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 }