#include "cuda_utils.cuh" #include #define WHERE_OP(TYPENAME, ID_TYPENAME, FN_NAME) \ extern "C" __global__ void FN_NAME( \ const size_t numel, \ const size_t num_dims, \ const size_t *info, \ const ID_TYPENAME *ids, \ const TYPENAME *t, \ const TYPENAME *f, \ TYPENAME *out \ ) { \ const size_t *dims = info; \ const size_t *strides = info + num_dims; \ const size_t *strides_t = info + 2*num_dims; \ const size_t *strides_f = info + 3*num_dims; \ if (is_contiguous(num_dims, dims, strides) \ && is_contiguous(num_dims, dims, strides_f) \ && is_contiguous(num_dims, dims, strides_t)) { \ for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ out[i] = ids[i] ? t[i] : f[i]; \ } \ } \ 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); \ unsigned strided_i_t = get_strided_index(i, num_dims, dims, strides_t); \ unsigned strided_i_f = get_strided_index(i, num_dims, dims, strides_f); \ out[i] = ids[strided_i] ? t[strided_i_t] : f[strided_i_f]; \ } \ } \ } \ #if __CUDA_ARCH__ >= 800 WHERE_OP(__nv_bfloat16, int64_t, where_i64_bf16) WHERE_OP(__nv_bfloat16, uint32_t, where_u32_bf16) WHERE_OP(__nv_bfloat16, uint8_t, where_u8_bf16) #endif #if __CUDA_ARCH__ >= 530 WHERE_OP(__half, int64_t, where_i64_f16) WHERE_OP(__half, uint32_t, where_u32_f16) WHERE_OP(__half, uint8_t, where_u8_f16) #endif WHERE_OP(float, int64_t, where_i64_f32) WHERE_OP(double, int64_t, where_i64_f64) WHERE_OP(uint8_t, int64_t, where_i64_u8) WHERE_OP(uint32_t, int64_t, where_i64_u32) WHERE_OP(int64_t, int64_t, where_i64_i64) WHERE_OP(float, uint32_t, where_u32_f32) WHERE_OP(double, uint32_t, where_u32_f64) WHERE_OP(uint8_t, uint32_t, where_u32_u8) WHERE_OP(uint32_t, uint32_t, where_u32_u32) WHERE_OP(int64_t, uint32_t, where_u32_i64) WHERE_OP(float, uint8_t, where_u8_f32) WHERE_OP(double, uint8_t, where_u8_f64) WHERE_OP(uint8_t, uint8_t, where_u8_u8) WHERE_OP(uint32_t, uint8_t, where_u8_u32) WHERE_OP(int64_t, uint8_t, where_u8_i64)