Upgrading various TransferBench features (#257)
This commit is contained in:
@@ -32,12 +32,11 @@ THE SOFTWARE.
|
||||
#include <iostream>
|
||||
#include <sstream>
|
||||
#include <hip/hip_runtime.h>
|
||||
#include <hip/hip_ext.h>
|
||||
#include "copy_kernel.h"
|
||||
#include "TransferBench.hpp"
|
||||
#if defined(__HIP_PLATFORM_HCC__) || defined(__HCC__) || defined(__HIPCC__)
|
||||
#include <hsa/hsa.h>
|
||||
#include <hsa/hsa_ext_amd.h>
|
||||
#endif
|
||||
|
||||
int main(int argc, char **argv)
|
||||
{
|
||||
@@ -47,12 +46,22 @@ int main(int argc, char **argv)
|
||||
printf("Usage: %s configFile <N>\n", argv[0]);
|
||||
printf("- configFile: file describing topologies to test\n");
|
||||
printf(" Each line should contain a single topology\n");
|
||||
printf(" Either:\n");
|
||||
printf(" Method 1: #Links followed by triplets:\n");
|
||||
printf(" L - number of links followed by L white-space separated triples (src, dst, # blocks)\n");
|
||||
printf(" For example:\n");
|
||||
printf(" 2 0 1 3 1 0 3\n");
|
||||
printf(" 2 0 1 3 1 0 3\n");
|
||||
printf(" would define 2 links each using 3 threadblocks from GPU0 -> GPU1, and GPU1->GPU0\n");
|
||||
printf(" Or:\n");
|
||||
printf(" Method 2: -#Links #BlocksToUse, followed by (src,dst) pairs\n");
|
||||
printf(" -#Links - (negative) number of links\n");
|
||||
printf(" #BlocksToUse - # of threadblocks/CUs to use per link\n");
|
||||
printf(" Example:\n");
|
||||
printf(" -2 3 0 1 1 0\n");
|
||||
printf(" would define 2 links each using 3 threadblocks from GPU0 -> GPU1, and GPU1->GPU0\n");
|
||||
printf("- N: (Optional) Number of bytes to transfer per link.\n");
|
||||
printf(" If not specified, defaults to 2^28=256MB. Must be a multiple of 128 bytes\n");
|
||||
printf(" If 0 is specified, a range of Ns will be benchmarked\n");
|
||||
printf("\n");
|
||||
printf("Environment variables:\n");
|
||||
printf("======================\n");
|
||||
@@ -64,27 +73,83 @@ int main(int argc, char **argv)
|
||||
printf(" USE_ITERATIONS=N - Sets number of iterations to run (default is 10)\n");
|
||||
printf(" USE_SLEEP - Adds a 100ms sleep after sync (for profiling)\n");
|
||||
printf(" REUSE_STREAMS - Re-uses streams instead of creating/destroying per topology\n");
|
||||
|
||||
printf("\nDetected topology:\n");
|
||||
int numDevices;
|
||||
HIP_CALL(hipGetDeviceCount(&numDevices));
|
||||
|
||||
printf(" |");
|
||||
for (int j = 0; j < numDevices; j++)
|
||||
printf(" GPU %02d |", j);
|
||||
printf("\n");
|
||||
for (int j = 0; j <= numDevices; j++)
|
||||
printf("--------+");
|
||||
printf("\n");
|
||||
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
printf(" GPU %02d |", i);
|
||||
for (int j = 0; j < numDevices; j++)
|
||||
{
|
||||
if (i == j)
|
||||
printf(" - |");
|
||||
else
|
||||
{
|
||||
uint32_t linkType, hopCount;
|
||||
HIP_CALL(hipExtGetLinkTypeAndHopCount(i, j, &linkType, &hopCount));
|
||||
printf(" %s-%d |",
|
||||
linkType == HSA_AMD_LINK_INFO_TYPE_HYPERTRANSPORT ? " HT" :
|
||||
linkType == HSA_AMD_LINK_INFO_TYPE_QPI ? " QPI" :
|
||||
linkType == HSA_AMD_LINK_INFO_TYPE_PCIE ? "PCIE" :
|
||||
linkType == HSA_AMD_LINK_INFO_TYPE_INFINBAND ? "INFB" :
|
||||
linkType == HSA_AMD_LINK_INFO_TYPE_XGMI ? "XGMI" : "????",
|
||||
hopCount);
|
||||
}
|
||||
}
|
||||
printf("\n");
|
||||
}
|
||||
exit(0);
|
||||
}
|
||||
|
||||
// Parse number of bytes to use (or use default if not specified)
|
||||
std::vector<size_t> Nvector;
|
||||
size_t const numBytesPerLink = argc > 2 ? atoll(argv[2]) : (1<<28);
|
||||
size_t N = numBytesPerLink / sizeof(float);
|
||||
|
||||
if (numBytesPerLink % 128)
|
||||
{
|
||||
printf("[ERROR] numBytesPerLink (%lu) must be a multiple of 128\n", numBytesPerLink);
|
||||
exit(1);
|
||||
}
|
||||
printf("Operating on %zu bytes per link (%zu floats)\n", numBytesPerLink, N);
|
||||
if (numBytesPerLink == 0)
|
||||
{
|
||||
printf("Operating on range of sizes\n");
|
||||
for (int N = 256; N <= (1<<27); N *= 2)
|
||||
{
|
||||
int decimationFactor = 1;
|
||||
int delta = std::max(32, N / decimationFactor);
|
||||
int curr = N;
|
||||
while (curr < N * 2)
|
||||
{
|
||||
Nvector.push_back(curr);
|
||||
curr += delta;
|
||||
}
|
||||
}
|
||||
}
|
||||
else
|
||||
{
|
||||
size_t N = numBytesPerLink / sizeof(float);
|
||||
printf("Operating on %zu bytes per link (%zu floats)\n", numBytesPerLink, N);
|
||||
Nvector.push_back(N);
|
||||
}
|
||||
|
||||
// Collect environment variables / display current run configuration
|
||||
bool useHipCall = getenv("USE_HIP_CALL");
|
||||
bool useMemset = getenv("USE_MEMSET");
|
||||
bool useCoarseMem = getenv("USE_COARSE_MEM");
|
||||
bool useSingleSync = getenv("USE_SINGLE_SYNC");
|
||||
bool useHipCall = getenv("USE_HIP_CALL");
|
||||
bool useMemset = getenv("USE_MEMSET");
|
||||
bool useCoarseMem = getenv("USE_COARSE_MEM");
|
||||
bool useSingleSync = getenv("USE_SINGLE_SYNC");
|
||||
bool useInteractive = getenv("USE_INTERACTIVE");
|
||||
bool useSleep = getenv("USE_SLEEP");
|
||||
bool reuseStreams = getenv("REUSE_STREAMS");
|
||||
bool useSleep = getenv("USE_SLEEP");
|
||||
bool reuseStreams = getenv("REUSE_STREAMS");
|
||||
|
||||
int numWarmups = 3;
|
||||
int numIterations = getenv("USE_ITERATIONS") ? atoi(getenv("USE_ITERATIONS")) : 10;
|
||||
@@ -102,7 +167,7 @@ int main(int argc, char **argv)
|
||||
printf("Using DMA copy engines (disable by setting HSA_ENABLE_SDMA=0)\n");
|
||||
}
|
||||
if (useSingleSync)
|
||||
printf("Synchronizing only once, after all iterations (disables GPU timers)\n");
|
||||
printf("Synchronizing only once, after all iterations\n");
|
||||
else
|
||||
printf("Synchronizing per iteration (disable via USE_SINGLE_SYNC)\n");
|
||||
|
||||
@@ -133,23 +198,15 @@ int main(int argc, char **argv)
|
||||
|
||||
// Print header
|
||||
printf("%*s", MAX_NAME_LEN, "");
|
||||
printf("%*s | ", 8*(numDevices+1), "Bandwidth (GB/s)");
|
||||
printf("%*s", 8*(numDevices+1), "Duration (msec)");
|
||||
printf(" | Overhead\n");
|
||||
printf("%*s | ", 8*(numDevices+1), "GPU-event measured Bandwidth (GB/s)");
|
||||
printf("CPU BW | Duration (msec) | Launch\n");
|
||||
printf("%-*s", MAX_NAME_LEN, "Configuration");
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
printf(" GPU %02d", i);
|
||||
printf(" Total");
|
||||
printf(" | ");
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
printf(" GPU %02d", i);
|
||||
printf(" CpuTime");
|
||||
printf(" | (msec)\n");
|
||||
printf(" Total | (GB/s) | Max GPU CPU-Time | Overhead\n");
|
||||
|
||||
for (int i = 0; i < MAX_NAME_LEN + (8 * (numDevices + 1)); i++) printf("=");
|
||||
printf("=|=");
|
||||
for (int i = 0; i < (8 * (numDevices + 1)); i++) printf("=");
|
||||
printf("=|=========\n");
|
||||
printf("=|=========|====================|=========\n");
|
||||
|
||||
// Read configuration file
|
||||
FILE* fp = fopen(argv[1], "r");
|
||||
@@ -173,267 +230,269 @@ int main(int argc, char **argv)
|
||||
int const numLinks = links.size();
|
||||
if (numLinks == 0) continue;
|
||||
|
||||
// Clear counters
|
||||
int linkCount[numDevices];
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
linkCount[i] = 0;
|
||||
|
||||
float* linkSrcMem[numLinks];
|
||||
float* linkDstMem[numLinks];
|
||||
hipStream_t streams[numLinks];
|
||||
hipEvent_t startEvents[numLinks];
|
||||
hipEvent_t stopEvents[numLinks];
|
||||
std::vector<BlockParam> cpuBlockParams[numLinks];
|
||||
BlockParam* gpuBlockParams[numLinks];
|
||||
|
||||
char name[MAX_NAME_LEN+1] = {};
|
||||
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
for (auto N : Nvector)
|
||||
{
|
||||
int const src = links[i].srcGpu;
|
||||
int const dst = links[i].dstGpu;
|
||||
if (src < 0 || src >= numDevices ||
|
||||
dst < 0 || dst >= numDevices)
|
||||
{
|
||||
printf("[ERROR] Invalid link (%d to %d). Total devices: %d\n", src, dst, numDevices);
|
||||
exit(1);
|
||||
}
|
||||
snprintf(name + strlen(name), MAX_NAME_LEN, "%d->%d:%d ", src, dst, links[i].numBlocksToUse);
|
||||
// Clear counters
|
||||
int linkCount[numDevices];
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
linkCount[i] = 0;
|
||||
|
||||
// Enable peer-to-peer access if this is the first time seeing this pair
|
||||
auto linkPair = std::make_pair(src, dst);
|
||||
linkMap[linkPair]++;
|
||||
if (linkMap[linkPair] == 1 && src != dst)
|
||||
float* linkSrcMem[numLinks];
|
||||
float* linkDstMem[numLinks];
|
||||
hipStream_t streams[numLinks];
|
||||
hipEvent_t startEvents[numLinks];
|
||||
hipEvent_t stopEvents[numLinks];
|
||||
std::vector<BlockParam> cpuBlockParams[numLinks];
|
||||
BlockParam* gpuBlockParams[numLinks];
|
||||
|
||||
char name[MAX_NAME_LEN+1] = {};
|
||||
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
{
|
||||
int canAccess;
|
||||
HIP_CALL(hipDeviceCanAccessPeer(&canAccess, src, dst));
|
||||
if (!canAccess)
|
||||
int const src = links[i].srcGpu;
|
||||
int const dst = links[i].dstGpu;
|
||||
if (src < 0 || src >= numDevices ||
|
||||
dst < 0 || dst >= numDevices)
|
||||
{
|
||||
printf("[ERROR] Unable to enable peer access between device %d and %d\n", src, dst);
|
||||
printf("[ERROR] Invalid link (%d to %d). Total devices: %d\n", src, dst, numDevices);
|
||||
exit(1);
|
||||
}
|
||||
HIP_CALL(hipSetDevice(src));
|
||||
HIP_CALL(hipDeviceEnablePeerAccess(dst, 0));
|
||||
}
|
||||
snprintf(name + strlen(name), MAX_NAME_LEN, "%d->%d:%d ", src, dst, links[i].numBlocksToUse);
|
||||
|
||||
// Allocate GPU memory on source GPU / streams / events
|
||||
HIP_CALL(hipSetDevice(src));
|
||||
if (reuseStreams)
|
||||
{
|
||||
// Create new stream if necessary
|
||||
if (streamCache[src].size() <= linkCount[src])
|
||||
// Enable peer-to-peer access if this is the first time seeing this pair
|
||||
auto linkPair = std::make_pair(src, dst);
|
||||
linkMap[linkPair]++;
|
||||
if (linkMap[linkPair] == 1 && src != dst)
|
||||
{
|
||||
streamCache[src].resize(linkCount[src] + 1);
|
||||
HIP_CALL(hipStreamCreate(&streamCache[src][linkCount[src]]));
|
||||
int canAccess;
|
||||
HIP_CALL(hipDeviceCanAccessPeer(&canAccess, src, dst));
|
||||
if (!canAccess)
|
||||
{
|
||||
printf("[ERROR] Unable to enable peer access between device %d and %d\n", src, dst);
|
||||
exit(1);
|
||||
}
|
||||
HIP_CALL(hipSetDevice(src));
|
||||
HIP_CALL(hipDeviceEnablePeerAccess(dst, 0));
|
||||
}
|
||||
streams[i] = streamCache[src][linkCount[src]];
|
||||
}
|
||||
else
|
||||
{
|
||||
HIP_CALL(hipStreamCreate(&streams[i]));
|
||||
}
|
||||
HIP_CALL(hipEventCreate(&startEvents[i]));
|
||||
HIP_CALL(hipEventCreate(&stopEvents[i]));
|
||||
HIP_CALL(hipMalloc((void **)&linkSrcMem[i], numBytesPerLink));
|
||||
HIP_CALL(hipMalloc((void**)&gpuBlockParams[i], sizeof(BlockParam) * numLinks));
|
||||
CheckOrFill(N, linkSrcMem[i], false, useMemset, useHipCall);
|
||||
|
||||
// Count # of links / total blocks each GPU will be working on
|
||||
linkCount[src]++;
|
||||
// Allocate GPU memory on source GPU / streams / events
|
||||
HIP_CALL(hipSetDevice(src));
|
||||
if (reuseStreams)
|
||||
{
|
||||
// Create new stream if necessary
|
||||
if (streamCache[src].size() <= linkCount[src])
|
||||
{
|
||||
streamCache[src].resize(linkCount[src] + 1);
|
||||
HIP_CALL(hipStreamCreate(&streamCache[src][linkCount[src]]));
|
||||
}
|
||||
streams[i] = streamCache[src][linkCount[src]];
|
||||
}
|
||||
else
|
||||
{
|
||||
HIP_CALL(hipStreamCreate(&streams[i]));
|
||||
}
|
||||
HIP_CALL(hipEventCreate(&startEvents[i]));
|
||||
HIP_CALL(hipEventCreate(&stopEvents[i]));
|
||||
HIP_CALL(hipMalloc((void **)&linkSrcMem[i], N * sizeof(float)));
|
||||
HIP_CALL(hipMalloc((void**)&gpuBlockParams[i], sizeof(BlockParam) * numLinks));
|
||||
CheckOrFill(N, linkSrcMem[i], false, useMemset, useHipCall);
|
||||
|
||||
// Allocate GPU memory on destination GPU
|
||||
HIP_CALL(hipSetDevice(links[i].dstGpu));
|
||||
if (useCoarseMem)
|
||||
HIP_CALL(hipMalloc((void**)&linkDstMem[i], numBytesPerLink));
|
||||
else
|
||||
HIP_CALL(hipExtMallocWithFlags((void**)&linkDstMem[i], numBytesPerLink, hipDeviceMallocFinegrained));
|
||||
// Count # of links / total blocks each GPU will be working on
|
||||
linkCount[src]++;
|
||||
|
||||
// Each block needs to know src/dst pointers and how many elements to transfer
|
||||
// Figure out the sub-array each block does for this link
|
||||
// NOTE: Have each sub-array to work on multiple of 32-floats (128-bytes),
|
||||
// but divide as evenly as possible
|
||||
// NOTE: N is always a multiple of 32
|
||||
int blocksWithExtra = (N / 32) % links[i].numBlocksToUse;
|
||||
int perBlockBaseN = (N / 32) / links[i].numBlocksToUse * 32;
|
||||
for (int j = 0; j < links[i].numBlocksToUse; j++)
|
||||
{
|
||||
BlockParam param;
|
||||
param.N = perBlockBaseN + ((j < blocksWithExtra) ? 32 : 0);
|
||||
param.src = linkSrcMem[i] + ((j * perBlockBaseN) + ((j < blocksWithExtra) ?
|
||||
j : blocksWithExtra) * 32);
|
||||
param.dst = linkDstMem[i] + ((j * perBlockBaseN) + ((j < blocksWithExtra) ?
|
||||
j : blocksWithExtra) * 32);
|
||||
cpuBlockParams[i].push_back(param);
|
||||
// Allocate GPU memory on destination GPU
|
||||
HIP_CALL(hipSetDevice(links[i].dstGpu));
|
||||
if (useCoarseMem)
|
||||
HIP_CALL(hipMalloc((void**)&linkDstMem[i], N * sizeof(float)));
|
||||
else
|
||||
HIP_CALL(hipExtMallocWithFlags((void**)&linkDstMem[i], N * sizeof(float), hipDeviceMallocFinegrained));
|
||||
|
||||
// Each block needs to know src/dst pointers and how many elements to transfer
|
||||
// Figure out the sub-array each block does for this link
|
||||
// NOTE: Have each sub-array to work on multiple of 32-floats (128-bytes),
|
||||
// but divide as evenly as possible
|
||||
// NOTE: N is always a multiple of 32
|
||||
int blocksWithExtra = (N / 32) % links[i].numBlocksToUse;
|
||||
int perBlockBaseN = (N / 32) / links[i].numBlocksToUse * 32;
|
||||
for (int j = 0; j < links[i].numBlocksToUse; j++)
|
||||
{
|
||||
BlockParam param;
|
||||
param.N = perBlockBaseN + ((j < blocksWithExtra) ? 32 : 0);
|
||||
param.src = linkSrcMem[i] + ((j * perBlockBaseN) + ((j < blocksWithExtra) ?
|
||||
j : blocksWithExtra) * 32);
|
||||
param.dst = linkDstMem[i] + ((j * perBlockBaseN) + ((j < blocksWithExtra) ?
|
||||
j : blocksWithExtra) * 32);
|
||||
cpuBlockParams[i].push_back(param);
|
||||
}
|
||||
|
||||
HIP_CALL(hipMemcpy(gpuBlockParams[i], cpuBlockParams[i].data(),
|
||||
sizeof(BlockParam) * links[i].numBlocksToUse, hipMemcpyHostToDevice));
|
||||
}
|
||||
|
||||
HIP_CALL(hipMemcpy(gpuBlockParams[i], cpuBlockParams[i].data(),
|
||||
sizeof(BlockParam) * links[i].numBlocksToUse, hipMemcpyHostToDevice));
|
||||
}
|
||||
// Launch kernels (warmup iterations are not counted)
|
||||
double totalCpuTime = 0;
|
||||
double totalGpuTime[numDevices];
|
||||
for (int i = 0; i < numDevices; i++) totalGpuTime[i] = 0.0;
|
||||
|
||||
// Launch kernels (warmup iterations are not counted)
|
||||
double totalCpuTime = 0;
|
||||
double totalGpuTime[numDevices];
|
||||
for (int i = 0; i < numDevices; i++) totalGpuTime[i] = 0.0;
|
||||
|
||||
for (int iteration = -numWarmups; iteration < numIterations; iteration++)
|
||||
{
|
||||
if (useInteractive && iteration == 0)
|
||||
for (int iteration = -numWarmups; iteration < numIterations; iteration++)
|
||||
{
|
||||
printf("Hit <Enter> to continue: ");
|
||||
if (useInteractive && iteration == 0)
|
||||
{
|
||||
printf("Hit <Enter> to continue: ");
|
||||
scanf("%*c");
|
||||
printf("\n");
|
||||
}
|
||||
|
||||
auto cpuStart = std::chrono::high_resolution_clock::now();
|
||||
|
||||
#pragma omp parallel for num_threads(numLinks)
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
{
|
||||
HIP_CALL(hipSetDevice(links[i].srcGpu));
|
||||
|
||||
hipEvent_t startEvent = nullptr;
|
||||
hipEvent_t stopEvent = nullptr;
|
||||
if (!useSingleSync || iteration == 0)
|
||||
startEvent = startEvents[i];
|
||||
if (!useSingleSync || iteration == numIterations - 1)
|
||||
stopEvent = stopEvents[i];
|
||||
|
||||
if (useHipCall)
|
||||
{
|
||||
if (startEvent != nullptr)
|
||||
HIP_CALL(hipEventRecord(startEvent, streams[i]));
|
||||
if (useMemset)
|
||||
{
|
||||
HIP_CALL(hipMemsetAsync(linkDstMem[i], 42, N * sizeof(float), streams[i]));
|
||||
}
|
||||
else
|
||||
{
|
||||
HIP_CALL(hipMemcpyAsync(linkDstMem[i], linkSrcMem[i],
|
||||
N * sizeof(float), hipMemcpyDeviceToDevice,
|
||||
streams[i]));
|
||||
}
|
||||
if (stopEvent != nullptr)
|
||||
HIP_CALL(hipEventRecord(stopEvent, streams[i]));
|
||||
}
|
||||
else
|
||||
{
|
||||
hipExtLaunchKernelGGL(useMemset ? MemsetKernel : CopyKernel,
|
||||
dim3(links[i].numBlocksToUse, 1, 1),
|
||||
dim3(BLOCKSIZE, 1, 1),
|
||||
0,
|
||||
streams[i],
|
||||
startEvent,
|
||||
stopEvent,
|
||||
0,
|
||||
gpuBlockParams[i]);
|
||||
}
|
||||
}
|
||||
|
||||
// Synchronize per iteration, unless in single sync mode, in which case
|
||||
// synchronize during last warmup / last actual iteration
|
||||
if (!useSingleSync || iteration == -1 || iteration == numIterations - 1)
|
||||
{
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
hipStreamSynchronize(streams[i]);
|
||||
}
|
||||
|
||||
auto cpuDelta = std::chrono::high_resolution_clock::now() - cpuStart;
|
||||
double deltaSec = std::chrono::duration_cast<std::chrono::duration<double>>(cpuDelta).count();
|
||||
if (useSleep) usleep(100000);
|
||||
|
||||
if (iteration >= 0)
|
||||
{
|
||||
totalCpuTime += deltaSec;
|
||||
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
// Collect GPU information only if this is the last iteration for single sync mode
|
||||
if (useSingleSync && iteration != numIterations - 1)
|
||||
{
|
||||
totalGpuTime[i] = 0.00;
|
||||
}
|
||||
else
|
||||
{
|
||||
// Multiple links running on the same device may be running simultaneously
|
||||
// so try to figure out the first/last event across all links
|
||||
float maxTime = 0.0f;
|
||||
for (int j = 0; j < numLinks; j++)
|
||||
{
|
||||
if (links[j].srcGpu != i) continue;
|
||||
for (int k = 0; k < numLinks; k++)
|
||||
{
|
||||
if (links[k].srcGpu != i) continue;
|
||||
|
||||
float gpuDeltaMsec;
|
||||
HIP_CALL(hipEventElapsedTime(&gpuDeltaMsec, startEvents[j], stopEvents[k]));
|
||||
maxTime = std::max(maxTime, gpuDeltaMsec);
|
||||
}
|
||||
}
|
||||
totalGpuTime[i] += maxTime / 1000.0;
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if (useInteractive)
|
||||
{
|
||||
printf("Transfers complete. Hit <Enter> to continue: ");
|
||||
scanf("%*c");
|
||||
printf("\n");
|
||||
}
|
||||
|
||||
auto cpuStart = std::chrono::high_resolution_clock::now();
|
||||
|
||||
#pragma omp parallel for num_threads(numLinks)
|
||||
// Validate that each link has transferred correctly
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
CheckOrFill(N, linkDstMem[i], true, useMemset, useHipCall);
|
||||
|
||||
// Report timings
|
||||
double totalGpuBandwidth = 0;
|
||||
snprintf(name + strlen(name), MAX_NAME_LEN, "[%lu] ", N * sizeof(float));
|
||||
|
||||
printf("%-*s", MAX_NAME_LEN, name);
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
HIP_CALL(hipSetDevice(links[i].srcGpu));
|
||||
|
||||
if (!useSingleSync || iteration == 0)
|
||||
HIP_CALL(hipEventRecord(startEvents[i], streams[i]));
|
||||
|
||||
if (useHipCall)
|
||||
if (linkCount[i] == 0)
|
||||
{
|
||||
if (useMemset)
|
||||
{
|
||||
HIP_CALL(hipMemsetAsync(linkDstMem[i], 42, numBytesPerLink, streams[i]));
|
||||
}
|
||||
else
|
||||
{
|
||||
HIP_CALL(hipMemcpyAsync(linkDstMem[i], linkSrcMem[i],
|
||||
numBytesPerLink, hipMemcpyDeviceToDevice,
|
||||
streams[i]));
|
||||
}
|
||||
printf("%8.3f", 0.0f);
|
||||
}
|
||||
else
|
||||
{
|
||||
if (useMemset)
|
||||
{
|
||||
hipLaunchKernelGGL(MemsetKernel,
|
||||
dim3(links[i].numBlocksToUse, 1, 1),
|
||||
dim3(BLOCKSIZE, 1, 1),
|
||||
0,
|
||||
streams[i],
|
||||
gpuBlockParams[i]);
|
||||
}
|
||||
else
|
||||
{
|
||||
hipLaunchKernelGGL(CopyKernel,
|
||||
dim3(links[i].numBlocksToUse, 1, 1),
|
||||
dim3(BLOCKSIZE, 1, 1),
|
||||
0,
|
||||
streams[i],
|
||||
gpuBlockParams[i]);
|
||||
}
|
||||
}
|
||||
if (!useSingleSync || iteration == numIterations - 1)
|
||||
HIP_CALL(hipEventRecord(stopEvents[i], streams[i]));
|
||||
}
|
||||
|
||||
// Synchronize per iteration, unless in single sync mode, in which case
|
||||
// synchronize during last warmup / last actual iteration
|
||||
if (!useSingleSync || iteration == -1 || iteration == numIterations - 1)
|
||||
{
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
hipStreamSynchronize(streams[i]);
|
||||
}
|
||||
|
||||
auto cpuDelta = std::chrono::high_resolution_clock::now() - cpuStart;
|
||||
double deltaSec = std::chrono::duration_cast<std::chrono::duration<double>>(cpuDelta).count();
|
||||
if (useSleep) usleep(100000);
|
||||
|
||||
if (iteration >= 0)
|
||||
{
|
||||
totalCpuTime += deltaSec;
|
||||
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
// Collect GPU information only if this is the last iteration for single sync mode
|
||||
if (useSingleSync && iteration != numIterations - 1)
|
||||
{
|
||||
totalGpuTime[i] = 0.00;
|
||||
}
|
||||
else
|
||||
{
|
||||
// Multiple links running on the same device may be running simultaneously
|
||||
// so try to figure out the first/last event across all links
|
||||
float maxTime = 0.0f;
|
||||
for (int j = 0; j < numLinks; j++)
|
||||
{
|
||||
if (links[j].srcGpu != i) continue;
|
||||
for (int k = 0; k < numLinks; k++)
|
||||
{
|
||||
if (links[k].srcGpu != i) continue;
|
||||
|
||||
float gpuDeltaMsec;
|
||||
HIP_CALL(hipEventElapsedTime(&gpuDeltaMsec, startEvents[j], stopEvents[k]));
|
||||
maxTime = std::max(maxTime, gpuDeltaMsec);
|
||||
}
|
||||
}
|
||||
totalGpuTime[i] += maxTime / 1000.0;
|
||||
}
|
||||
totalGpuTime[i] /= (1.0 * numIterations);
|
||||
double linkBandwidth = (linkCount[i] * N * sizeof(float) / 1.0E9) / totalGpuTime[i];
|
||||
printf("%8.3f", linkBandwidth);
|
||||
totalGpuBandwidth += linkBandwidth;
|
||||
}
|
||||
}
|
||||
}
|
||||
// Print off total bandwidth
|
||||
totalCpuTime /= numIterations;
|
||||
printf("%8.3f", totalGpuBandwidth);
|
||||
printf(" |");
|
||||
|
||||
if (useInteractive)
|
||||
{
|
||||
printf("Transfers complete. Hit <Enter> to continue: ");
|
||||
scanf("%*c");
|
||||
printf("\n");
|
||||
}
|
||||
|
||||
// Validate that each link has transferred correctly
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
CheckOrFill(N, linkDstMem[i], true, useMemset, useHipCall);
|
||||
|
||||
// Report timings
|
||||
printf("%-*s", MAX_NAME_LEN, name);
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
if (linkCount[i] == 0)
|
||||
double maxGpuTime = 0.0;
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
printf("%8.3f", 0.0f);
|
||||
if (linkCount[i] != 0)
|
||||
maxGpuTime = std::max(maxGpuTime, totalGpuTime[i]);
|
||||
}
|
||||
else
|
||||
{
|
||||
totalGpuTime[i] /= (1.0 * numIterations);
|
||||
printf("%8.3f", (linkCount[i] * numBytesPerLink / 1.0E9) / totalGpuTime[i]);
|
||||
}
|
||||
}
|
||||
// Print off bandwidth (based on CPU wall-time timer)
|
||||
totalCpuTime /= numIterations;
|
||||
printf("%8.3f", (numLinks * numBytesPerLink / 1.0E9) / totalCpuTime);
|
||||
printf(" | ");
|
||||
printf("%8.3f | %8.3f %8.3f | %6.2f%%\n",
|
||||
((numLinks * N * sizeof(float) / 1.0E9) / totalCpuTime),
|
||||
maxGpuTime * 1000.0f,
|
||||
totalCpuTime * 1000.0f,
|
||||
(totalCpuTime - maxGpuTime) / totalCpuTime * 100.0f);
|
||||
|
||||
double maxGpuTime = 0;
|
||||
for (int i = 0; i < numDevices; i++)
|
||||
{
|
||||
if (linkCount[i] == 0)
|
||||
// Release GPU memory
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
{
|
||||
printf("%8.3f", 0.0f);
|
||||
}
|
||||
else
|
||||
{
|
||||
printf("%8.3f", totalGpuTime[i] * 1000.0f);
|
||||
maxGpuTime = std::max(maxGpuTime, totalGpuTime[i]);
|
||||
}
|
||||
}
|
||||
printf("%8.3f | %8.3f\n", totalCpuTime * 1000.0f, (totalCpuTime - maxGpuTime) * 1000.0f);
|
||||
|
||||
// Release GPU memory
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
{
|
||||
HIP_CALL(hipFree(linkSrcMem[i]));
|
||||
HIP_CALL(hipFree(linkDstMem[i]));
|
||||
HIP_CALL(hipFree(gpuBlockParams[i]));
|
||||
if (!reuseStreams)
|
||||
HIP_CALL(hipStreamDestroy(streams[i]));
|
||||
HIP_CALL(hipEventDestroy(startEvents[i]));
|
||||
HIP_CALL(hipEventDestroy(stopEvents[i]));
|
||||
HIP_CALL(hipFree(linkSrcMem[i]));
|
||||
HIP_CALL(hipFree(linkDstMem[i]));
|
||||
HIP_CALL(hipFree(gpuBlockParams[i]));
|
||||
if (!reuseStreams)
|
||||
HIP_CALL(hipStreamDestroy(streams[i]));
|
||||
HIP_CALL(hipEventDestroy(startEvents[i]));
|
||||
HIP_CALL(hipEventDestroy(stopEvents[i]));
|
||||
|
||||
}
|
||||
}
|
||||
}
|
||||
fclose(fp);
|
||||
@@ -447,9 +506,7 @@ int main(int argc, char **argv)
|
||||
|
||||
// Print link information
|
||||
for (int i = 0; i < MAX_NAME_LEN + (8 * (numDevices + 1)); i++) printf("=");
|
||||
printf("=|=");
|
||||
for (int i = 0; i < (8 * (numDevices + 1)); i++) printf("=");
|
||||
printf("=|=========\n");
|
||||
printf("=|=========|====================|=========\n");
|
||||
printf("Link topology:\n");
|
||||
uint32_t linkType;
|
||||
uint32_t hopCount;
|
||||
|
||||
@@ -94,12 +94,31 @@ void ParseLinks(char const* line, std::vector<Link>& links)
|
||||
iss.clear();
|
||||
iss.str(line);
|
||||
iss >> numLinks;
|
||||
links.resize(numLinks);
|
||||
if (iss.fail()) return;
|
||||
|
||||
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
if (numLinks > 0)
|
||||
{
|
||||
// Method 1: Take in triples (src, dst, # blocks to use)
|
||||
links.resize(numLinks);
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
iss >> links[i].srcGpu >> links[i].dstGpu >> links[i].numBlocksToUse;
|
||||
|
||||
}
|
||||
else
|
||||
{
|
||||
// Method 2: Read common # blocks to use, then read (src, dst) doubles
|
||||
int numBlocksToUse;
|
||||
iss >> numBlocksToUse;
|
||||
if (iss.fail()) return;
|
||||
|
||||
numLinks *= -1;
|
||||
links.resize(numLinks);
|
||||
for (int i = 0; i < numLinks; i++)
|
||||
{
|
||||
iss >> links[i].srcGpu >> links[i].dstGpu;
|
||||
links[i].numBlocksToUse = numBlocksToUse;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Helper function to either fill a device pointer with pseudo-random data, or to check to see if it matches
|
||||
|
||||
Fai riferimento in un nuovo problema
Block a user