{ "best_global_step": 34, "best_metric": 0.6167530417442322, "best_model_checkpoint": "bert_base_rand_10_v1_cola/checkpoint-34", "epoch": 6.0, "eval_steps": 500, "global_step": 204, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.8418697118759155, "learning_rate": 4.9e-05, "loss": 0.6138, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6167530417442322, "eval_matthews_correlation": 0.0, "eval_runtime": 0.6744, "eval_samples_per_second": 1546.589, "eval_steps_per_second": 7.414, "step": 34 }, { "epoch": 2.0, "grad_norm": 1.7829123735427856, "learning_rate": 4.8e-05, "loss": 0.5908, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6874400973320007, "eval_loss": 0.6230852603912354, "eval_matthews_correlation": 0.06872035940447745, "eval_runtime": 0.6832, "eval_samples_per_second": 1526.656, "eval_steps_per_second": 7.319, "step": 68 }, { "epoch": 3.0, "grad_norm": 2.31274676322937, "learning_rate": 4.7e-05, "loss": 0.5407, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6778523325920105, "eval_loss": 0.6428341865539551, "eval_matthews_correlation": 0.13137634266049855, "eval_runtime": 0.6724, "eval_samples_per_second": 1551.215, "eval_steps_per_second": 7.436, "step": 102 }, { "epoch": 4.0, "grad_norm": 3.515699625015259, "learning_rate": 4.600000000000001e-05, "loss": 0.4904, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6366251111030579, "eval_loss": 0.7110387086868286, "eval_matthews_correlation": 0.1286880975824553, "eval_runtime": 0.6936, "eval_samples_per_second": 1503.807, "eval_steps_per_second": 7.209, "step": 136 }, { "epoch": 5.0, "grad_norm": 2.0114657878875732, "learning_rate": 4.5e-05, "loss": 0.4418, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6692233681678772, "eval_loss": 0.6772195100784302, "eval_matthews_correlation": 0.1075479635452414, "eval_runtime": 0.6716, "eval_samples_per_second": 1552.896, "eval_steps_per_second": 7.444, "step": 170 }, { "epoch": 6.0, "grad_norm": 4.488552570343018, "learning_rate": 4.4000000000000006e-05, "loss": 0.3958, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6471716165542603, "eval_loss": 0.823727548122406, "eval_matthews_correlation": 0.07524548978135541, "eval_runtime": 0.7017, "eval_samples_per_second": 1486.482, "eval_steps_per_second": 7.126, "step": 204 }, { "epoch": 6.0, "step": 204, "total_flos": 6749587903150080.0, "train_loss": 0.5122250669142779, "train_runtime": 99.4486, "train_samples_per_second": 4299.206, "train_steps_per_second": 17.094 } ], "logging_steps": 1, "max_steps": 1700, "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": 6749587903150080.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }