#pragma once namespace cacheflow { template __inline__ __device__ T warpReduceSum(T val) { #pragma unroll for (int mask = 16; mask > 0; mask >>= 1) val += __shfl_xor_sync(0xffffffff, val, mask, 32); return val; } /* Calculate the sum of all elements in a block */ template __inline__ __device__ T blockReduceSum(T val) { static __shared__ T shared[32]; int lane = threadIdx.x & 0x1f; int wid = threadIdx.x >> 5; val = warpReduceSum(val); if (lane == 0) shared[wid] = val; __syncthreads(); // Modify from blockDim.x << 5 to blockDim.x / 32. to prevent // blockDim.x is not divided by 32 val = (threadIdx.x < (blockDim.x / 32.f)) ? shared[lane] : (T)(0.0f); val = warpReduceSum(val); return val; } } // namespace cacheflow