id: 1 unit: def main() file: scripts/image_sample.py start line: 0 end line: 0 size: 60 LOC McCabe index: 13 number of parameters: 0 id: 2 unit: def training_losses() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 53 LOC McCabe index: 12 number of parameters: 6 id: 3 unit: def main() file: scripts/super_res_sample.py start line: 0 end line: 0 size: 43 LOC McCabe index: 7 number of parameters: 0 id: 4 unit: def main() file: scripts/super_res_train.py start line: 0 end line: 0 size: 36 LOC McCabe index: 1 number of parameters: 0 id: 5 unit: def main() file: scripts/image_train.py start line: 0 end line: 0 size: 35 LOC McCabe index: 1 number of parameters: 0 id: 6 unit: def forward_backward() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 35 LOC McCabe index: 8 number of parameters: 3 id: 7 unit: def calc_bpd_loop() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 35 LOC McCabe index: 2 number of parameters: 5 id: 8 unit: def space_timesteps() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 33 LOC McCabe index: 11 number of parameters: 2 id: 9 unit: def run_bpd_evaluation() file: scripts/image_nll.py start line: 0 end line: 0 size: 28 LOC McCabe index: 6 number of parameters: 5 id: 10 unit: def writekvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 25 LOC McCabe index: 8 number of parameters: 2 id: 11 unit: def load_data_for_worker() file: scripts/super_res_sample.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 3 id: 12 unit: def writekvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 2 id: 13 unit: def configure() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 24 LOC McCabe index: 8 number of parameters: 4 id: 14 unit: def main() file: scripts/image_nll.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 0 id: 15 unit: def __getitem__() file: improved_diffusion/image_datasets.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 2 id: 16 unit: def model_and_diffusion_defaults() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 22 LOC McCabe index: 1 number of parameters: 0 id: 17 unit: def mpi_weighted_mean() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 2 id: 18 unit: def save() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 1 id: 19 unit: def create_argparser() file: scripts/super_res_train.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 0 id: 20 unit: def create_argparser() file: scripts/image_train.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 0 id: 21 unit: def update_with_local_losses() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 20 LOC McCabe index: 9 number of parameters: 3 id: 22 unit: def create_model_and_diffusion() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 0 id: 23 unit: def sr_create_model_and_diffusion() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 0 id: 24 unit: def dumpkvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 25 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 4 id: 26 unit: def get_feature_vectors() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 4 id: 27 unit: def read_images() file: datasets/lsun_bedroom.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 2 id: 28 unit: def __init__() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 29 unit: def normal_kl() file: improved_diffusion/losses.py start line: 0 end line: 0 size: 18 LOC McCabe index: 6 number of parameters: 4 id: 30 unit: def discretized_gaussian_log_likelihood() file: improved_diffusion/losses.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 4 id: 31 unit: def main() file: datasets/cifar10.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 0 id: 32 unit: def q_posterior_mean_variance() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 4 id: 33 unit: def run_loop() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 16 LOC McCabe index: 10 number of parameters: 1 id: 34 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 11 id: 35 unit: def backward() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 2 id: 36 unit: def setup_dist() file: improved_diffusion/dist_util.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 0 id: 37 unit: def get_named_beta_schedule() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 2 id: 38 unit: def __init__() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 39 unit: def optimize_fp16() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 1 id: 40 unit: def _forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 41 unit: def __init__() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 42 unit: def make_output_format() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 43 unit: def create_argparser() file: scripts/super_res_sample.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 44 unit: def _load_ema_parameters() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 2 id: 45 unit: def sr_create_model() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 46 unit: def create_argparser() file: scripts/image_sample.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 47 unit: def _load_and_sync_parameters() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 1 id: 48 unit: def create_model() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 49 unit: def writekvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 50 unit: def _load_optimizer_state() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 51 unit: def ddim_sample_loop() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 52 unit: def ddim_sample_loop_progressive() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 53 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 54 unit: def create_gaussian_diffusion() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 55 unit: def load_superres_data() file: scripts/super_res_train.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 56 unit: def _master_params_to_state_dict() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 57 unit: def timestep_embedding() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 58 unit: def p_sample_loop() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 59 unit: def p_sample_loop_progressive() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 60 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 4 id: 61 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 62 unit: def _list_image_files_recursively() file: improved_diffusion/image_datasets.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 1 id: 63 unit: def __init__() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 2 id: 64 unit: def main() file: datasets/lsun_bedroom.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 65 unit: def parse_resume_step_from_filename() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 66 unit: def q_mean_variance() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 67 unit: def q_sample() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 68 unit: def _predict_xstart_from_xprev() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 4 id: 69 unit: def ddim_sample() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 70 unit: def ddim_reverse_sample() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 71 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 4 id: 72 unit: def _forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 73 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def sr_model_and_diffusion_defaults() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 0 id: 75 unit: def str2bool() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 76 unit: def create_argparser() file: scripts/image_nll.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 77 unit: def find_ema_checkpoint() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 78 unit: def conv_nd() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 3 id: 79 unit: def avg_pool_nd() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 3 id: 80 unit: def load_state_dict() file: improved_diffusion/dist_util.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 81 unit: def _find_free_port() file: improved_diffusion/dist_util.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 82 unit: def __init__() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 83 unit: def _prior_bpd() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 84 unit: def sample() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 85 unit: def __init__() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 4 id: 86 unit: def weights() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 87 unit: def update_with_all_losses() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 88 unit: def add_dict_to_argparser() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 89 unit: def writeseq() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 90 unit: def scoped_configure() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 91 unit: def make_master_params() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 92 unit: def run_step() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 93 unit: def _anneal_lr() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 94 unit: def forward() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 4 id: 95 unit: def betas_for_alpha_bar() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 96 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 97 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 98 unit: def create_named_schedule_sampler() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 99 unit: def profile_kv() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 100 unit: def profile() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 101 unit: def __init__() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 4 id: 102 unit: def _wrap_model() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 103 unit: def __call__() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 104 unit: def master_params_to_model_params() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 105 unit: def optimize_normal() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 106 unit: def _state_dict_to_master_params() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 107 unit: def log_loss_dict() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 3 id: 108 unit: def checkpoint() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 109 unit: def process_xstart() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 110 unit: def _predict_xstart_from_eps() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 111 unit: def writekvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 112 unit: def dump_images() file: datasets/lsun_bedroom.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 113 unit: def __init__() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 114 unit: def zero_grad() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 115 unit: def _log_grad_norm() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 116 unit: def log_step() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 117 unit: def _predict_eps_from_xstart() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 118 unit: def _extract_into_tensor() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 119 unit: def count_flops() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 120 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 121 unit: def get_feature_vectors() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 122 unit: def __init__() file: improved_diffusion/image_datasets.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 6 id: 123 unit: def get_rank_without_mpi_import() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 0 id: 124 unit: def reset() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 0 id: 125 unit: def convert_module_to_f16() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 126 unit: def convert_module_to_f32() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 127 unit: def model_grads_to_master_grads() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 128 unit: def zero_module() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 129 unit: def scale_module() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 130 unit: def dev() file: improved_diffusion/dist_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 0 id: 131 unit: def sync_params() file: improved_diffusion/dist_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 132 unit: def _scale_timesteps() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 133 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 134 unit: def convert_to_fp16() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 135 unit: def convert_to_fp32() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 136 unit: def __init__() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 137 unit: def close() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 138 unit: def get_current() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 0 id: 139 unit: def logkv_mean() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 140 unit: def _do_log() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 141 unit: def _setup_fp16() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 142 unit: def update_ema() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 143 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 144 unit: def __init__() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 145 unit: def _truncate() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 146 unit: def close() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 147 unit: def logkvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 148 unit: def log() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 149 unit: def close() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 150 unit: def _configure_default_logger() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 151 unit: def p_mean_variance() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 152 unit: def training_losses() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 153 unit: def _scale_timesteps() file: improved_diffusion/respace.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 154 unit: def unflatten_master_params() file: improved_diffusion/fp16_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 155 unit: def get_blob_logdir() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 156 unit: def find_resume_checkpoint() file: improved_diffusion/train_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 157 unit: def forward() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 158 unit: def forward() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 159 unit: def linear() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 160 unit: def mean_flat() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 161 unit: def normalization() file: improved_diffusion/nn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 162 unit: def approx_standard_normal_cdf() file: improved_diffusion/losses.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 163 unit: def is_vb() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 164 unit: def p_mean_variance() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 165 unit: def p_sample() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 166 unit: def _vb_terms_bpd() file: improved_diffusion/gaussian_diffusion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 167 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 168 unit: def inner_dtype() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 169 unit: def __init__() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 170 unit: def weights() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 171 unit: def _warmed_up() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 172 unit: def load_data() file: improved_diffusion/image_datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 173 unit: def __len__() file: improved_diffusion/image_datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 174 unit: def args_to_dict() file: improved_diffusion/script_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 175 unit: def writekvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 176 unit: def writeseq() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 177 unit: def __init__() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 178 unit: def close() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 179 unit: def close() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 180 unit: def logkv() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 181 unit: def logkv_mean() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 182 unit: def dumpkvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 183 unit: def getkvs() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 184 unit: def log() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 185 unit: def debug() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 186 unit: def info() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 187 unit: def warn() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 188 unit: def error() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 189 unit: def set_level() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 190 unit: def set_comm() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 191 unit: def get_dir() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 192 unit: def logkv() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 193 unit: def set_level() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 194 unit: def set_comm() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 195 unit: def get_dir() file: improved_diffusion/logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 196 unit: def forward() file: improved_diffusion/unet.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3 id: 197 unit: def weights() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 198 unit: def update_with_all_losses() file: improved_diffusion/resample.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3