id: 1 unit: def __init__() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 109 LOC McCabe index: 10 number of parameters: 8 id: 2 unit: def __init__() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 85 LOC McCabe index: 9 number of parameters: 7 id: 3 unit: def train() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 81 LOC McCabe index: 14 number of parameters: 1 id: 4 unit: def __call__() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 69 LOC McCabe index: 8 number of parameters: 9 id: 5 unit: def sample_sequence() file: lm_human_preferences/language/sample.py start line: 0 end line: 0 size: 59 LOC McCabe index: 8 number of parameters: 11 id: 6 unit: def train() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 58 LOC McCabe index: 5 number of parameters: 1 id: 7 unit: def get_experiments() file: launch.py start line: 0 end line: 0 size: 49 LOC McCabe index: 1 number of parameters: 0 id: 8 unit: def attn() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 47 LOC McCabe index: 5 number of parameters: 10 id: 9 unit: def get_train_reward_experiments() file: launch.py start line: 0 end line: 0 size: 47 LOC McCabe index: 1 number of parameters: 0 id: 10 unit: def loss() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 45 LOC McCabe index: 4 number of parameters: 2 id: 11 unit: def sample_policy() file: sample.py start line: 0 end line: 0 size: 43 LOC McCabe index: 4 number of parameters: 6 id: 12 unit: def bpe() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 37 LOC McCabe index: 10 number of parameters: 2 id: 13 unit: def override_from_dict() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 36 LOC McCabe index: 16 number of parameters: 3 id: 14 unit: def _parse_typed_value() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 33 LOC McCabe index: 14 number of parameters: 2 id: 15 unit: def step() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 27 LOC McCabe index: 2 number of parameters: 1 id: 16 unit: def launch_trials() file: lm_human_preferences/utils/launch.py start line: 0 end line: 0 size: 26 LOC McCabe index: 9 number of parameters: 9 id: 17 unit: def make_score_fn() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 2 id: 18 unit: def graph_function() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 24 LOC McCabe index: 4 number of parameters: 1 id: 19 unit: def train() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 1 id: 20 unit: def add() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 23 LOC McCabe index: 6 number of parameters: 2 id: 21 unit: def init_op() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 23 LOC McCabe index: 9 number of parameters: 3 id: 22 unit: def _generator() file: lm_human_preferences/language/datasets.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 0 id: 23 unit: def make_query_sampler() file: lm_human_preferences/lm_tasks.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 6 id: 24 unit: def exponential_backoff() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 8 id: 25 unit: def step_core() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 7 id: 26 unit: def get_encoder() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 20 LOC McCabe index: 6 number of parameters: 1 id: 27 unit: def _set_initializers() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 20 LOC McCabe index: 8 number of parameters: 1 id: 28 unit: def _build() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 4 id: 29 unit: def get_art_abs() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 17 LOC McCabe index: 9 number of parameters: 1 id: 30 unit: def cnndm_generator() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 4 id: 31 unit: def download_directory_cached() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 2 id: 32 unit: def download_file_cached() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 2 id: 33 unit: def download_labels() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 5 id: 34 unit: def tldr_generator() file: lm_human_preferences/datasets/tldr.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 4 id: 35 unit: def respond_op() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 3 id: 36 unit: def dropout() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 7 id: 37 unit: def _type_map() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 2 id: 38 unit: def take_top_p_logits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 2 id: 39 unit: def where() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 4 id: 40 unit: def mpi_allreduce_sum() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 3 id: 41 unit: def __init__() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 6 id: 42 unit: def print_samples() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 6 id: 43 unit: def __init__() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 6 id: 44 unit: def variable_synchronizer() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 4 id: 45 unit: def tf_dataset() file: lm_human_preferences/language/datasets.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 46 unit: def block() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 9 id: 47 unit: def tf_times() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 0 id: 48 unit: def postprocess_fn_from_hparams() file: lm_human_preferences/lm_tasks.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 2 id: 49 unit: def analyze_responses_op() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 3 id: 50 unit: def _can_distinguish_unambiguously() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 12 LOC McCabe index: 9 number of parameters: 1 id: 51 unit: def flatten_dict() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 52 unit: def record_stats() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 7 id: 53 unit: def __init__() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 5 id: 54 unit: def dump() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 55 unit: def get_local_rank_size() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 56 unit: def _our_gpu() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 0 id: 57 unit: def cumulative_max() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 58 unit: def map_flat_bits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 7 number of parameters: 2 id: 59 unit: def mpi_bcast() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 3 id: 60 unit: def chunk_tensors() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 61 unit: def bytes_to_unicode() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 0 id: 62 unit: def norm() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 5 id: 63 unit: def normalize() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 64 unit: def books_generator() file: lm_human_preferences/datasets/books.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 4 id: 65 unit: def clean_up_start() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 66 unit: def parse_url() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 67 unit: def parallel() file: lm_human_preferences/utils/launch.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 2 id: 68 unit: def mlp() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 7 id: 69 unit: def tensordot() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 3 id: 70 unit: def fc_layer() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 5 id: 71 unit: def hparams() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 72 unit: def test_hparams() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 73 unit: def query_formatter() file: lm_human_preferences/lm_tasks.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def override_from_str() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 75 unit: def override_from_nested_dict() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 76 unit: def exact_div() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 77 unit: def index_each() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 78 unit: def map_flat() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 2 id: 79 unit: def minimize() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 6 id: 80 unit: def __init__() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 81 unit: def conv1x1() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 5 id: 82 unit: def __init__() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 5 id: 83 unit: def _build() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 84 unit: def get() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 85 unit: def launch_train_policy() file: launch.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 7 id: 86 unit: def launch_train_reward() file: launch.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 7 id: 87 unit: def filter_fn_from_hparams() file: lm_human_preferences/lm_tasks.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 88 unit: def fix_missing_period() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 89 unit: def get_path_of_url() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 1 id: 90 unit: def override_from_str_dict() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 91 unit: def to_nested_dict() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 92 unit: def _shortstr() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 93 unit: def nvidia_gpu_count() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 0 id: 94 unit: def gpu_devices() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 0 id: 95 unit: def expand_tile() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 5 id: 96 unit: def take_top_k_logits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 97 unit: def map_flat_chunked() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 4 id: 98 unit: def mpi_read_file() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 99 unit: def set_reward_norm() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 6 id: 100 unit: def loss() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 101 unit: def __init__() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 102 unit: def _set_initializers() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 103 unit: def upload_contents() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 104 unit: def validate() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 105 unit: def _type_to_class() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 106 unit: def mpi_session_config() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 0 id: 107 unit: def from_dict() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 108 unit: def pearson_r() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 109 unit: def get_summary_writer() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 110 unit: def launch() file: lm_human_preferences/utils/launch.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 6 id: 111 unit: def get_pairs() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 112 unit: def checkpoint() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 113 unit: def _set_initializers() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 114 unit: def loss() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 115 unit: def validate() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 116 unit: def read_text_file() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 117 unit: def get_blob() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 118 unit: def override_from_json_file() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 119 unit: def is_hparam_type() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 120 unit: def set_mpi_seed() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 121 unit: def sample_from_logits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 122 unit: def whiten() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 123 unit: def __init__() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 124 unit: def variables_on_gpu() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 0 id: 125 unit: def safe_zip() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 126 unit: def main() file: lm_human_preferences/utils/launch.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 127 unit: def encode() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 128 unit: def split_seed() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 129 unit: def __init__() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 130 unit: def loss() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 131 unit: def question_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 132 unit: def update() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 133 unit: def get_params() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 134 unit: def _get_field() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 2 id: 135 unit: def combos() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 1 id: 136 unit: def bind() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 137 unit: def bind_nested() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 2 id: 138 unit: def write() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 139 unit: def write_add() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 140 unit: def concat() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 141 unit: def decode() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 142 unit: def __init__() file: lm_human_preferences/language/datasets.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 143 unit: def attention_mask() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 144 unit: def positions_for() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 5 id: 145 unit: def get_params() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 146 unit: def __init__() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 147 unit: def ensure_built() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 148 unit: def ensure_built() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 149 unit: def question_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 150 unit: def question_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 151 unit: def validate() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 3 id: 152 unit: def hashhex() file: lm_human_preferences/datasets/cnndm.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 153 unit: def ensure_built() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 154 unit: def download_contents() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 155 unit: def _update_disjoint() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 156 unit: def add_batch_dim() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 157 unit: def sample() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 158 unit: def mpi_bcast_tensor_dict() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 159 unit: def mpi_allreduce_mean() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 160 unit: def shape_list() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 161 unit: def softmax() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 162 unit: def embed() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 163 unit: def load_hparams() file: lm_human_preferences/language/trained_models.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 164 unit: def __init__() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 165 unit: def entropy_from_logits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 166 unit: def as_dict() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 167 unit: def read_file() file: lm_human_preferences/language/encodings.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 168 unit: def get_dataset() file: lm_human_preferences/language/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 169 unit: def test_generator() file: lm_human_preferences/language/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 4 id: 170 unit: def gelu() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 171 unit: def split_states() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 172 unit: def merge_states() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 173 unit: def validate() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 174 unit: def get_params() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 175 unit: def reset_reward_scale() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 176 unit: def get_rewards_op() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 177 unit: def score_fn() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 178 unit: def label_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 179 unit: def nupdates() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 180 unit: def policy_frac() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 181 unit: def __init__() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 182 unit: def update() file: lm_human_preferences/train_policy.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 183 unit: def get_encoder() file: lm_human_preferences/policy.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 184 unit: def _gcs_should_retry_on() file: lm_human_preferences/utils/gcs.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 185 unit: def parse_json() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 186 unit: def _is_union_type() file: lm_human_preferences/utils/hyperparams.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 187 unit: def each() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 188 unit: def label() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 189 unit: def labels() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 190 unit: def options() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 191 unit: def options_shortdesc() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 3 id: 192 unit: def options_vardesc() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 193 unit: def repeat() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 194 unit: def foreach() file: lm_human_preferences/utils/combos.py start line: 0 end line: 0 size: 2 LOC McCabe index: 4 number of parameters: 2 id: 195 unit: def gpu_count() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 0 id: 196 unit: def mpi_session() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 197 unit: def ceil_div() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 198 unit: def total() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 199 unit: def size() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 200 unit: def read() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 201 unit: def data() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 202 unit: def logprobs_from_logits() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 203 unit: def with_values() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 204 unit: def map_flat() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 205 unit: def find_trainable_variables() file: lm_human_preferences/utils/core.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 206 unit: def parse_comma_separated_int_list() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 207 unit: def convert_gradient_to_tensor() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 208 unit: def past_shape() file: lm_human_preferences/language/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 209 unit: def round_down_to_multiple() file: lm_human_preferences/train_reward.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 210 unit: def get_encoder() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 211 unit: def get_params() file: lm_human_preferences/rewards.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 212 unit: def __init__() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 213 unit: def label_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 214 unit: def target_scales() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 215 unit: def __init__() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 216 unit: def target_scales() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 217 unit: def label_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 218 unit: def target_scales() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 219 unit: def launch_sample() file: sample.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 220 unit: def label_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 221 unit: def target_scales() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3 id: 222 unit: def loss() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 4 id: 223 unit: def question_schemas() file: lm_human_preferences/label_types.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 4