From a10d9cd8767e88a064719d71cc97144ba8b112d1 Mon Sep 17 00:00:00 2001 From: jsmall-nvidia Date: Tue, 10 Mar 2020 12:31:25 -0400 Subject: WIP Prefix Sum for CUDA (#1268) * Fix some typos. * Add wave-prefix-sum.slang test * First pass at implementing prefixSum. * Small improvments to prefixSum CUDA. * Small improvement to prefix sum. * Enable prefix sum in stdlib. --- prelude/slang-cuda-prelude.h | 41 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) (limited to 'prelude') diff --git a/prelude/slang-cuda-prelude.h b/prelude/slang-cuda-prelude.h index c764afba1..6f2122934 100644 --- a/prelude/slang-cuda-prelude.h +++ b/prelude/slang-cuda-prelude.h @@ -823,6 +823,47 @@ __inline__ __device__ T _waveReadLaneAtMultiple(T inVal, int lane) return outVal; } +__device__ int _wavePrefixSum(int val) +{ + const int mask = __activemask(); + const int offsetSize = _waveCalcPow2Offset(mask); + + const int laneId = _getLaneId(); + if (offsetSize > 0) + { + int sum = val; + for (int i = 1; i < offsetSize; i += i) + { + const int readVal = __shfl_up_sync(mask, sum, i, offsetSize); + if (laneId >= i) + { + sum += readVal; + } + } + return sum - val; + } + else + { + int result = 0; + int remaining = mask; + while (remaining) + { + const int laneBit = remaining & -remaining; + // Get the sourceLane + const int srcLane = __ffs(laneBit) - 1; + // Broadcast (can also broadcast to self) + int readValue = __shfl_sync(mask, val, srcLane); + // Only accumulate if srcLane is less than this lane + if (srcLane < laneId) + { + result += readValue; + } + remaining &= ~laneBit; + } + return result; + } +} + /* !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! */ -- cgit v1.2.3