SYMBOL INDEX (69 symbols across 9 files)

FILE: models/ternausnet2.py
  function conv3x3 (line 16) | def conv3x3(in_, out):
  class ConvRelu (line 20) | class ConvRelu(nn.Module):
    method __init__ (line 21) | def __init__(self, in_, out):
    method forward (line 26) | def forward(self, x):
  class DecoderBlock (line 32) | class DecoderBlock(nn.Module):
    method __init__ (line 37) | def __init__(self, in_channels, middle_channels, out_channels, is_deco...
    method forward (line 55) | def forward(self, x):
  class TernausNetV2 (line 59) | class TernausNetV2(nn.Module):
    method __init__ (line 62) | def __init__(self, num_classes=1, num_filters=32, is_deconv=False, num...
    method forward (line 99) | def forward(self, x):

FILE: modules/bn.py
  class ABN (line 12) | class ABN(nn.Module):
    method __init__ (line 18) | def __init__(self, num_features, eps=1e-5, momentum=0.1, affine=True, ...
    method reset_parameters (line 53) | def reset_parameters(self):
    method forward (line 60) | def forward(self, x):
    method __repr__ (line 73) | def __repr__(self):
  class InPlaceABN (line 83) | class InPlaceABN(ABN):
    method __init__ (line 86) | def __init__(self, num_features, eps=1e-5, momentum=0.1, affine=True, ...
    method forward (line 106) | def forward(self, x):
  class InPlaceABNSync (line 111) | class InPlaceABNSync(ABN):
    method __init__ (line 117) | def __init__(self, num_features, devices=None, eps=1e-5, momentum=0.1,...
    method forward (line 146) | def forward(self, x):
    method __repr__ (line 166) | def __repr__(self):

FILE: modules/functions.py
  function _check (line 27) | def _check(fn, *args, **kwargs):
  function _broadcast_shape (line 33) | def _broadcast_shape(x):
  function _reduce (line 43) | def _reduce(x):
  function _count_samples (line 51) | def _count_samples(x):
  function _act_forward (line 59) | def _act_forward(ctx, x):
  function _act_backward (line 68) | def _act_backward(ctx, x, dx):
  class InPlaceABN (line 77) | class InPlaceABN(autograd.Function):
    method forward (line 79) | def forward(ctx, x, weight, bias, running_mean, running_var,
    method backward (line 119) | def backward(ctx, dz):
  class InPlaceABNSync (line 140) | class InPlaceABNSync(autograd.Function):
    method forward (line 142) | def forward(cls, ctx, x, weight, bias, running_mean, running_var,
    method backward (line 205) | def backward(ctx, dz):
    method _parse_extra (line 244) | def _parse_extra(ctx, extra):

FILE: modules/misc.py
  class GlobalAvgPool2d (line 4) | class GlobalAvgPool2d(nn.Module):
    method __init__ (line 5) | def __init__(self):
    method forward (line 9) | def forward(self, inputs):

FILE: modules/residual.py
  class IdentityResidualBlock (line 9) | class IdentityResidualBlock(nn.Module):
    method __init__ (line 10) | def __init__(self,
    method forward (line 78) | def forward(self, x):

FILE: modules/src/common.h
  function __device__ (line 14) | __device__ Pair() {}
  function __device__ (line 15) | __device__ Pair(T _v1, T _v2) : v1(_v1), v2(_v2) {}
  function __device__ (line 16) | __device__ Pair(T v) : v1(v), v2(v) {}
  function __device__ (line 17) | __device__ Pair(int v) : v1(v), v2(v) {}
  function getMSB (line 38) | int getMSB(int val) { return 31 - __clz(val); }
  function getNumThreads (line 40) | static int getNumThreads(int nElem) {

FILE: modules/src/inplace_abn.cpp
  function mean_var (line 7) | std::vector<at::Tensor> mean_var(at::Tensor x) {
  function forward (line 15) | at::Tensor forward(at::Tensor x, at::Tensor mean, at::Tensor var, at::Te...
  function edz_eydz (line 24) | std::vector<at::Tensor> edz_eydz(at::Tensor z, at::Tensor dz, at::Tensor...
  function backward (line 33) | std::vector<at::Tensor> backward(at::Tensor z, at::Tensor dz, at::Tensor...
  function leaky_relu_forward (line 42) | void leaky_relu_forward(at::Tensor z, float slope) {
  function leaky_relu_backward (line 46) | void leaky_relu_backward(at::Tensor z, at::Tensor dz, float slope) {
  function elu_forward (line 54) | void elu_forward(at::Tensor z) {
  function elu_backward (line 58) | void elu_backward(at::Tensor z, at::Tensor dz) {
  function PYBIND11_MODULE (line 66) | PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {

FILE: modules/src/inplace_abn_cpu.cpp
  function reduce_sum (line 7) | at::Tensor reduce_sum(at::Tensor x) {
  function broadcast_to (line 16) | at::Tensor broadcast_to(at::Tensor v, at::Tensor x) {
  function count (line 28) | int64_t count(at::Tensor x) {
  function invert_affine (line 36) | at::Tensor invert_affine(at::Tensor z, at::Tensor weight, at::Tensor bia...
  function mean_var_cpu (line 44) | std::vector<at::Tensor> mean_var_cpu(at::Tensor x) {
  function forward_cpu (line 53) | at::Tensor forward_cpu(at::Tensor x, at::Tensor mean, at::Tensor var, at...
  function edz_eydz_cpu (line 65) | std::vector<at::Tensor> edz_eydz_cpu(at::Tensor z, at::Tensor dz, at::Te...
  function backward_cpu (line 74) | std::vector<at::Tensor> backward_cpu(at::Tensor z, at::Tensor dz, at::Te...
  function leaky_relu_backward_cpu (line 92) | void leaky_relu_backward_cpu(at::Tensor z, at::Tensor dz, float slope) {
  function elu_backward_cpu (line 107) | void elu_backward_cpu(at::Tensor z, at::Tensor dz) {

FILE: modules/wider_resnet.py
  class WiderResNet (line 11) | class WiderResNet(nn.Module):
    method __init__ (line 12) | def __init__(self,
    method forward (line 67) | def forward(self, img):