#include #include #include #include "subtraction_cuda_kernel.h" void subtraction_forward_cuda(int n, int nsample, int c, at::Tensor input1_tensor, at::Tensor input2_tensor, at::Tensor idx_tensor, at::Tensor output_tensor) { const float *input1 = input1_tensor.data_ptr(); const float *input2 = input2_tensor.data_ptr(); const int *idx = idx_tensor.data_ptr(); float *output = output_tensor.data_ptr(); subtraction_forward_cuda_launcher(n, nsample, c, input1, input2, idx, output); } void subtraction_backward_cuda(int n, int nsample, int c, at::Tensor idx_tensor, at::Tensor grad_output_tensor, at::Tensor grad_input1_tensor, at::Tensor grad_input2_tensor) { const int *idx = idx_tensor.data_ptr(); const float *grad_output = grad_output_tensor.data_ptr(); float *grad_input1 = grad_input1_tensor.data_ptr(); float *grad_input2 = grad_input2_tensor.data_ptr(); subtraction_backward_cuda_launcher(n, nsample, c, idx, grad_output, grad_input1, grad_input2); }