/* Copyright (c) 2022 Advanced Micro Devices, Inc. All rights reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ #pragma once #define WARP_SIZE 64 #define BLOCKSIZE 256 // GPU copy kernel __global__ void __launch_bounds__(BLOCKSIZE) GpuCopyKernel(BlockParam* blockParams) { #define PackedFloat_t float4 #define FLOATS_PER_PACK (sizeof(PackedFloat_t) / sizeof(float)) // Collect the arguments for this threadblock int Nrem = blockParams[blockIdx.x].N; float const* src = blockParams[blockIdx.x].src; float* dst = blockParams[blockIdx.x].dst; if (threadIdx.x == 0) blockParams[blockIdx.x].startCycle = __builtin_amdgcn_s_memrealtime(); // Operate on wavefront granularity int numWaves = BLOCKSIZE / WARP_SIZE; // Number of wavefronts per threadblock int waveId = threadIdx.x / WARP_SIZE; // Wavefront number int threadId = threadIdx.x % WARP_SIZE; // Thread index within wavefront #define LOOP1_UNROLL 8 // 1st loop - each wavefront operates on LOOP1_UNROLL x FLOATS_PER_PACK per thread per iteration // Determine the number of packed floats processed by the first loop int const loop1Npack = (Nrem / (FLOATS_PER_PACK * LOOP1_UNROLL * WARP_SIZE)) * (LOOP1_UNROLL * WARP_SIZE); int const loop1Nelem = loop1Npack * FLOATS_PER_PACK; int const loop1Inc = BLOCKSIZE * LOOP1_UNROLL; int loop1Offset = waveId * LOOP1_UNROLL * WARP_SIZE + threadId; PackedFloat_t const* packedSrc = (PackedFloat_t const*)(src) + loop1Offset; PackedFloat_t* packedDst = (PackedFloat_t *)(dst) + loop1Offset; while (loop1Offset < loop1Npack) { PackedFloat_t vals[LOOP1_UNROLL]; #pragma unroll for (int u = 0; u < LOOP1_UNROLL; ++u) vals[u] = *(packedSrc + u * WARP_SIZE); #pragma unroll for (int u = 0; u < LOOP1_UNROLL; ++u) *(packedDst + u * WARP_SIZE) = vals[u]; packedSrc += loop1Inc; packedDst += loop1Inc; loop1Offset += loop1Inc; } Nrem -= loop1Nelem; if (Nrem > 0) { // 2nd loop - Each thread operates on FLOATS_PER_PACK per iteration int const loop2Npack = Nrem / FLOATS_PER_PACK; int const loop2Nelem = loop2Npack * FLOATS_PER_PACK; int const loop2Inc = BLOCKSIZE; int loop2Offset = threadIdx.x; packedSrc = (PackedFloat_t const*)(src + loop1Nelem); packedDst = (PackedFloat_t *)(dst + loop1Nelem); while (loop2Offset < loop2Npack) { packedDst[loop2Offset] = packedSrc[loop2Offset]; loop2Offset += loop2Inc; } Nrem -= loop2Nelem; // Deal with leftovers less than FLOATS_PER_PACK) if (threadIdx.x < Nrem) { int offset = loop1Nelem + loop2Nelem + threadIdx.x; dst[offset] = src[offset]; } } __threadfence_system(); if (threadIdx.x == 0) blockParams[blockIdx.x].stopCycle = __builtin_amdgcn_s_memrealtime(); } #define MEMSET_UNROLL 8 __global__ void __launch_bounds__(BLOCKSIZE) GpuMemsetKernel(BlockParam* blockParams) { // Collect the arguments for this block int N = blockParams[blockIdx.x].N; float* __restrict__ dst = (float*)blockParams[blockIdx.x].dst; // Use non-zero value #pragma unroll MEMSET_UNROLL for (int tid = threadIdx.x; tid < N; tid += BLOCKSIZE) { dst[tid] = 1234.0; } } // CPU copy kernel void CpuCopyKernel(BlockParam const& blockParams) { memcpy(blockParams.dst, blockParams.src, blockParams.N * sizeof(float)); } // CPU memset kernel void CpuMemsetKernel(BlockParam const& blockParams) { for (int i = 0; i < blockParams.N; i++) blockParams.dst[i] = 1234.0; }