{ "best_global_step": 10, "best_metric": 0.7126438617706299, "best_model_checkpoint": "bert_base_rand_20_v2_rte/checkpoint-10", "epoch": 6.0, "eval_steps": 500, "global_step": 60, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.2691681385040283, "learning_rate": 4.9e-05, "loss": 0.7383, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.4729241877256318, "eval_loss": 0.7126438617706299, "eval_runtime": 0.1905, "eval_samples_per_second": 1453.977, "eval_steps_per_second": 10.498, "step": 10 }, { "epoch": 2.0, "grad_norm": 1.2063453197479248, "learning_rate": 4.8e-05, "loss": 0.6872, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 0.7162327766418457, "eval_runtime": 0.2088, "eval_samples_per_second": 1326.634, "eval_steps_per_second": 9.579, "step": 20 }, { "epoch": 3.0, "grad_norm": 2.1621780395507812, "learning_rate": 4.7e-05, "loss": 0.6401, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 0.7891488671302795, "eval_runtime": 0.1956, "eval_samples_per_second": 1415.898, "eval_steps_per_second": 10.223, "step": 30 }, { "epoch": 4.0, "grad_norm": 2.0316812992095947, "learning_rate": 4.600000000000001e-05, "loss": 0.5314, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.48736462093862815, "eval_loss": 0.9643440246582031, "eval_runtime": 0.2113, "eval_samples_per_second": 1310.701, "eval_steps_per_second": 9.464, "step": 40 }, { "epoch": 5.0, "grad_norm": 3.799349784851074, "learning_rate": 4.5e-05, "loss": 0.3933, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5090252707581228, "eval_loss": 1.0568265914916992, "eval_runtime": 0.2109, "eval_samples_per_second": 1313.513, "eval_steps_per_second": 9.484, "step": 50 }, { "epoch": 6.0, "grad_norm": 5.7739338874816895, "learning_rate": 4.4000000000000006e-05, "loss": 0.2621, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.48014440433212996, "eval_loss": 1.448755145072937, "eval_runtime": 0.1948, "eval_samples_per_second": 1422.033, "eval_steps_per_second": 10.267, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 1965439583539200.0, "train_loss": 0.5420646985371907, "train_runtime": 38.9251, "train_samples_per_second": 3198.453, "train_steps_per_second": 12.845 } ], "logging_steps": 1, "max_steps": 500, "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": 1965439583539200.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }