THCWeighting.cu

#include "THCWeighting.h"

#include "common.cuh"
#include "THCNumerics.cuh"

template<typename T>
__global__ void weightingForwardKernel(TensorInfo<T> self, TensorInfo<T> src, TensorInfo<T> weight,
                                       TensorInfo<T> basis, TensorInfo<int64_t> weightIndex,
                                       int n) {
  KERNEL_LOOP(i, n) {
    ptrdiff_t e = i / self.size[1], mOut = i % self.size[1], s, mIn;
    T v = ScalarConvert<int, T>::to(0), b, tmp;
    int64_t wi;
    for (s = 0; s < basis.size[1]; s++) {
      b = basis.data[e * basis.stride[0] + s * basis.stride[1]];
      wi = weightIndex.data[e * weightIndex.stride[0] + s * weightIndex.stride[1]];
      for (mIn = 0; mIn < src.size[1]; mIn++) {
        tmp = weight.data[wi * weight.stride[0] + mIn * weight.stride[1] + mOut * weight.stride[2]];
        tmp = THCNumerics<T>::mul(tmp, b);
        tmp = THCNumerics<T>::mul(tmp, src.data[e * src.stride[0] + mIn * src.stride[1]]);
        v = THCNumerics<T>::add(v, tmp);
      }
    }
    self.data[e * self.stride[0] + mOut * self.stride[1]] = v;
  }
}

#include "generic/THCWeighting.cu"
#include "THC/THCGenerateFloatTypes.h"