id: 1 unit: def evaluate() file: jcm/evaluate.py start line: 0 end line: 0 size: 292 LOC McCabe index: 50 number of parameters: 3 id: 2 unit: def train() file: jcm/train.py start line: 0 end line: 0 size: 236 LOC McCabe index: 47 number of parameters: 2 id: 3 unit: def __call__() file: jcm/models/ncsnpp.py start line: 0 end line: 0 size: 180 LOC McCabe index: 36 number of parameters: 4 id: 4 unit: def get_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 136 LOC McCabe index: 8 number of parameters: 5 id: 5 unit: def loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 127 LOC McCabe index: 10 number of parameters: 4 id: 6 unit: def step_fn() file: jcm/losses.py start line: 0 end line: 0 size: 83 LOC McCabe index: 6 number of parameters: 2 id: 7 unit: def dsm_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 80 LOC McCabe index: 4 number of parameters: 4 id: 8 unit: def ssm_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 77 LOC McCabe index: 4 number of parameters: 4 id: 9 unit: def loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 73 LOC McCabe index: 9 number of parameters: 6 id: 10 unit: def __call__() file: jcm/models/ncsnv2.py start line: 0 end line: 0 size: 69 LOC McCabe index: 2 number of parameters: 4 id: 11 unit: def get_config() file: configs/cifar10_ve_ct_adaptive.py start line: 0 end line: 0 size: 67 LOC McCabe index: 2 number of parameters: 0 id: 12 unit: def __call__() file: jcm/models/ncsnv2.py start line: 0 end line: 0 size: 65 LOC McCabe index: 2 number of parameters: 4 id: 13 unit: def get_config() file: configs/cifar10_ve_ct_ema.py start line: 0 end line: 0 size: 65 LOC McCabe index: 2 number of parameters: 0 id: 14 unit: def get_config() file: configs/cifar10_ve_progressive_distillation.py start line: 0 end line: 0 size: 65 LOC McCabe index: 1 number of parameters: 0 id: 15 unit: def get_config() file: configs/cifar10_ve_cd.py start line: 0 end line: 0 size: 63 LOC McCabe index: 2 number of parameters: 0 id: 16 unit: def loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 61 LOC McCabe index: 15 number of parameters: 6 id: 17 unit: def get_config() file: configs/cifar10_ve_continuous.py start line: 0 end line: 0 size: 60 LOC McCabe index: 2 number of parameters: 0 id: 18 unit: def get_sampling_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 58 LOC McCabe index: 9 number of parameters: 5 id: 19 unit: def get_optimizer() file: jcm/losses.py start line: 0 end line: 0 size: 58 LOC McCabe index: 6 number of parameters: 1 id: 20 unit: def __call__() file: jcm/models/ncsnv2.py start line: 0 end line: 0 size: 56 LOC McCabe index: 2 number of parameters: 4 id: 21 unit: def get_config() file: configs/cifar10_k_ve.py start line: 0 end line: 0 size: 56 LOC McCabe index: 2 number of parameters: 0 id: 22 unit: def get_config() file: configs/cifar10_k_vp.py start line: 0 end line: 0 size: 56 LOC McCabe index: 2 number of parameters: 0 id: 23 unit: def get_default_configs() file: configs/default_cifar10_configs.py start line: 0 end line: 0 size: 55 LOC McCabe index: 2 number of parameters: 0 id: 24 unit: def get_ema_scales_fn() file: jcm/losses.py start line: 0 end line: 0 size: 54 LOC McCabe index: 8 number of parameters: 1 id: 25 unit: def upfirdn_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 52 LOC McCabe index: 8 number of parameters: 10 id: 26 unit: def __call__() file: jcm/models/ddpm.py start line: 0 end line: 0 size: 52 LOC McCabe index: 12 number of parameters: 4 id: 27 unit: def __call__() file: jcm/models/ncsnv2.py start line: 0 end line: 0 size: 47 LOC McCabe index: 2 number of parameters: 4 id: 28 unit: def collate_fn() file: jcm/datasets.py start line: 0 end line: 0 size: 41 LOC McCabe index: 4 number of parameters: 1 id: 29 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 40 LOC McCabe index: 4 number of parameters: 3 id: 30 unit: def __call__() file: jcm/models/normalization.py start line: 0 end line: 0 size: 40 LOC McCabe index: 3 number of parameters: 3 id: 31 unit: def get_heun_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 39 LOC McCabe index: 2 number of parameters: 4 id: 32 unit: def get_score_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 38 LOC McCabe index: 10 number of parameters: 6 id: 33 unit: def likelihood_fn() file: jcm/likelihood.py start line: 0 end line: 0 size: 38 LOC McCabe index: 4 number of parameters: 3 id: 34 unit: def get_euler_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 35 LOC McCabe index: 2 number of parameters: 4 id: 35 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 33 LOC McCabe index: 7 number of parameters: 2 id: 36 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 33 LOC McCabe index: 7 number of parameters: 3 id: 37 unit: def save_image() file: jcm/utils.py start line: 0 end line: 0 size: 33 LOC McCabe index: 10 number of parameters: 6 id: 38 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 32 LOC McCabe index: 11 number of parameters: 4 id: 39 unit: def __call__() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 32 LOC McCabe index: 1 number of parameters: 4 id: 40 unit: def get_progressive_distillation_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 32 LOC McCabe index: 2 number of parameters: 5 id: 41 unit: def main() file: jcm/main.py start line: 0 end line: 0 size: 32 LOC McCabe index: 4 number of parameters: 1 id: 42 unit: def upsample_conv_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 31 LOC McCabe index: 4 number of parameters: 6 id: 43 unit: def __call__() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 30 LOC McCabe index: 4 number of parameters: 4 id: 44 unit: def get_sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 30 LOC McCabe index: 5 number of parameters: 1 id: 45 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 4 id: 46 unit: def reverse() file: jcm/sde_lib.py start line: 0 end line: 0 size: 28 LOC McCabe index: 7 number of parameters: 3 id: 47 unit: def ode_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 3 id: 48 unit: def denoiser_distiller_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 26 LOC McCabe index: 4 number of parameters: 3 id: 49 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 26 LOC McCabe index: 4 number of parameters: 2 id: 50 unit: def __call__() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 25 LOC McCabe index: 6 number of parameters: 2 id: 51 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 2 id: 52 unit: def marginal_prob() file: jcm/sde_lib.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 4 id: 53 unit: def marginal_prob() file: jcm/sde_lib.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 4 id: 54 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 22 LOC McCabe index: 3 number of parameters: 4 id: 55 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 2 id: 56 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 4 id: 57 unit: def _simple_upfirdn_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 7 id: 58 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 2 id: 59 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 2 id: 60 unit: def get_normalization() file: jcm/models/normalization.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 2 id: 61 unit: def get_fids() file: jcm/metrics.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 4 id: 62 unit: def init_model() file: jcm/models/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 2 id: 63 unit: def get_denoiser_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 6 id: 64 unit: def conv_downsample_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 6 id: 65 unit: def shake_drop_train() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 7 id: 66 unit: def ncsn_conv1x1() file: jcm/models/layers.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 6 id: 67 unit: def ncsn_conv3x3() file: jcm/models/layers.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 6 id: 68 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 4 id: 69 unit: def save_checkpoint() file: jcm/checkpoints.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 5 id: 70 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 3 id: 71 unit: def __call__() file: jcm/models/normalization.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 2 id: 72 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 2 id: 73 unit: def distiller_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 3 id: 74 unit: def get_logit_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 2 id: 75 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 2 id: 76 unit: def upsample_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 5 id: 77 unit: def __call__() file: jcm/models/lpips.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 3 id: 78 unit: def likelihood_importance_cum_weight() file: jcm/sde_lib.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 3 id: 79 unit: def likelihood_importance_cum_weight() file: jcm/sde_lib.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 3 id: 80 unit: def vesde_update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 4 id: 81 unit: def pc_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 82 unit: def get_onestep_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 4 id: 83 unit: def get_seeded_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 4 id: 84 unit: def heun_solver() file: jcm/losses.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 4 id: 85 unit: def register_model() file: jcm/models/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 3 id: 86 unit: def create_classifier() file: jcm/models/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 3 id: 87 unit: def shake_shake_train() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 88 unit: def discretize() file: jcm/sde_lib.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 3 id: 89 unit: def register_predictor() file: jcm/sampling.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 3 id: 90 unit: def register_corrector() file: jcm/sampling.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 3 id: 91 unit: def get_consistency_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 92 unit: def likelihood_fn_repeated() file: jcm/likelihood.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 3 id: 93 unit: def get_samples_from_ckpt() file: jcm/metrics.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 94 unit: def ddpm_conv1x1() file: jcm/models/layers.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 6 id: 95 unit: def ddpm_conv3x3() file: jcm/models/layers.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 6 id: 96 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 2 id: 97 unit: def shared_corrector_update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 9 id: 98 unit: def __init__() file: jcm/sde_lib.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 5 id: 99 unit: def flatten_dict() file: jcm/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 1 id: 100 unit: def denoise_update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 3 id: 101 unit: def get_continuous_consistency_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 102 unit: def get_network() file: jcm/models/ncsnv2.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 103 unit: def get_model_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 4 id: 104 unit: def get_act() file: jcm/models/layers.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 105 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 106 unit: def get_timestep_embedding() file: jcm/models/layers.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 3 id: 107 unit: def setup() file: jcm/models/lpips.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 1 id: 108 unit: def get_pc_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 109 unit: def compute_fid() file: jcm/metrics.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 9 id: 110 unit: def get_classifier_grad_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 111 unit: def downsample_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 5 id: 112 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 2 id: 113 unit: def natural_sort() file: jcm/checkpoints.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 114 unit: def __init__() file: jcm/sde_lib.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 4 id: 115 unit: def sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 116 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 5 id: 117 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 5 id: 118 unit: def drift_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 3 id: 119 unit: def drift_fn() file: jcm/likelihood.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 3 id: 120 unit: def __getitem__() file: jcm/metrics.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 121 unit: def gaussianizer_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 122 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 123 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 124 unit: def latest_checkpoint() file: jcm/checkpoints.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 125 unit: def read_chunk() file: jcm/checkpoints.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 126 unit: def sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 127 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 128 unit: def vpsde_update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 4 id: 129 unit: def get_ode_sampler() file: jcm/sampling.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 130 unit: def euler_solver() file: jcm/losses.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 131 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 132 unit: def _setup_kernel() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 133 unit: def _output_add() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 134 unit: def __call__() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 4 id: 135 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 136 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 137 unit: def __call__() file: jcm/models/normalization.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 138 unit: def discretize() file: jcm/sde_lib.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 139 unit: def get_progressive_distillation_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 140 unit: def get_likelihood_fn() file: jcm/likelihood.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 141 unit: def __init__() file: jcm/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 142 unit: def __init__() file: jcm/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 143 unit: def __getitem__() file: jcm/metrics.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 144 unit: def __call__() file: jcm/models/layerspp.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 145 unit: def __call__() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 146 unit: def contract_inner() file: jcm/models/layers.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 147 unit: def __call__() file: jcm/models/normalization.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 148 unit: def __init__() file: jcm/models/lpips.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 149 unit: def bisection_func() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 150 unit: def bisection_func() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 151 unit: def marginal_prob() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 152 unit: def prior_logp() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 153 unit: def prior_entropy() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 154 unit: def __init__() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 6 id: 155 unit: def prior_logp() file: jcm/sde_lib.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 156 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 4 id: 157 unit: def get_score_matching_loss_fn() file: jcm/losses.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 158 unit: def compute_all_metrics() file: jcm/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 159 unit: def compute_metrics() file: jcm/metrics.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 160 unit: def get_dataset() file: jcm/datasets.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 161 unit: def init_lpips() file: jcm/models/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 162 unit: def __call__() file: jcm/models/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 163 unit: def discretize() file: jcm/sde_lib.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 164 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 165 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 166 unit: def compute_fid_jupyter() file: jcm/metrics.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 167 unit: def uniform_deq() file: jcm/datasets.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 168 unit: def data_augmentation() file: jcm/datasets.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 169 unit: def naive_upsample_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 170 unit: def activation() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 171 unit: def setup() file: jcm/models/lpips.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 172 unit: def setup() file: jcm/models/lpips.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 173 unit: def sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 174 unit: def prior_logp() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 175 unit: def prior_entropy() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 176 unit: def __init__() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 177 unit: def prior_logp() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 178 unit: def prior_entropy() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 179 unit: def prior_entropy() file: jcm/sde_lib.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 180 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 181 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 4 id: 182 unit: def get_step_fn() file: jcm/losses.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 183 unit: def get_div_fn() file: jcm/likelihood.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 184 unit: def naive_downsample_2d() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 185 unit: def dense_layer_init_fn() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 186 unit: def __call__() file: jcm/models/ncsnpp.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 187 unit: def sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 188 unit: def marginal_prob() file: jcm/sde_lib.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 189 unit: def load_training_state() file: jcm/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 190 unit: def shake_drop_eval() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 191 unit: def default_init() file: jcm/models/layers.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 192 unit: def _einsum() file: jcm/models/layers.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 193 unit: def scale_init() file: jcm/models/normalization.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 194 unit: def scale_init() file: jcm/models/normalization.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 195 unit: def __call__() file: jcm/models/lpips.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 196 unit: def normalize_tensor() file: jcm/models/lpips.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 197 unit: def __init__() file: jcm/sde_lib.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 198 unit: def __len__() file: jcm/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 199 unit: def __len__() file: jcm/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 200 unit: def obtain_feature_extractor() file: jcm/metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 201 unit: def get_model() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 202 unit: def get_distiller_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 203 unit: def get_gaussianizer_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 204 unit: def get_denoiser_and_distiller_fn() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 205 unit: def to_flattened_numpy() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 206 unit: def from_flattened_numpy() file: jcm/models/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 207 unit: def get_weight() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 208 unit: def _shape() file: jcm/models/up_or_down_sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 209 unit: def shake_shake_eval() file: jcm/models/wideresnet_noise_conditional.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 210 unit: def spatial_average() file: jcm/models/lpips.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 211 unit: def _checkpoint_path() file: jcm/checkpoints.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 212 unit: def restore_checkpoint() file: jcm/checkpoints.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 213 unit: def T() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 214 unit: def sde() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 215 unit: def marginal_prob() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 216 unit: def prior_sampling() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 217 unit: def prior_logp() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 218 unit: def T() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 219 unit: def prior_sampling() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 220 unit: def sample_importance_weighted_time_for_likelihood() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 221 unit: def T() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 222 unit: def prior_sampling() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 223 unit: def sample_importance_weighted_time_for_likelihood() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 224 unit: def T() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 225 unit: def prior_sampling() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 226 unit: def T() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 227 unit: def prior_sampling() file: jcm/sde_lib.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 228 unit: def batch_add() file: jcm/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 229 unit: def batch_mul() file: jcm/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 230 unit: def get_predictor() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 231 unit: def get_corrector() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 232 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 233 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 234 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 235 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 236 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 237 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 238 unit: def __init__() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 239 unit: def update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 240 unit: def shared_predictor_update_fn() file: jcm/sampling.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 241 unit: def get_quarter_masks() file: jcm/losses.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2