interpolate_aa_single_dim_zero_strides Class — pytorch Architecture
Architecture documentation for the interpolate_aa_single_dim_zero_strides class in UpSampleKernel.cpp from the pytorch codebase.
Entity Profile
Source Code
aten/src/ATen/native/cpu/UpSampleKernel.cpp lines 165–187
template <typename scalar_t, typename index_t>
inline scalar_t interpolate_aa_single_dim_zero_strides(
char* src,
char** data,
const index_t ids_stride) {
const index_t ids_min = *(index_t*)&data[0][0];
const index_t ids_size = *(index_t*)&data[1][0];
char* src_min = src + ids_min;
scalar_t t = *(scalar_t*)&src_min[0];
index_t wts_idx = *(index_t*)&data[4][0];
scalar_t* wts_ptr = (scalar_t*)&data[3][wts_idx];
scalar_t wts = wts_ptr[0];
scalar_t output = t * wts;
for (const auto j : c10::irange(1, ids_size)) {
wts = wts_ptr[j];
t = *(scalar_t*)&src_min[j * ids_stride];
output += t * wts;
}
return output;
}
Source
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