#include "cuda_utils.cuh" #include #define AFFINE_OP(TYPENAME, FN_NAME) \ extern "C" __global__ void FN_NAME( \ const size_t numel, \ const size_t num_dims, \ const size_t *info, \ const TYPENAME *inp, \ TYPENAME *out, \ const TYPENAME mul, \ const TYPENAME add \ ) { \ const size_t *dims = info; \ const size_t *strides = info + num_dims; \ if (info == nullptr || is_contiguous(num_dims, dims, strides)) { \ for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ TYPENAME x = inp ? inp[i] : out[i]; \ out[i] = x * mul + add; \ } \ } \ else { \ for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ unsigned strided_i = get_strided_index(i, num_dims, dims, strides); \ TYPENAME x = inp ? inp[strided_i] : out[i]; \ out[i] = x * mul + add; \ } \ } \ } \ #if __CUDA_ARCH__ >= 800 AFFINE_OP(__nv_bfloat16, affine_bf16) #endif #if __CUDA_ARCH__ >= 530 AFFINE_OP(__half, affine_f16) #endif AFFINE_OP(float, affine_f32) AFFINE_OP(double, affine_f64) AFFINE_OP(uint8_t, affine_u8) AFFINE_OP(uint32_t, affine_u32) AFFINE_OP(int64_t, affine_i64)