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/*************************************************************************
* Copyright (c) 2022 Advanced Micro Devices, Inc. All rights reserved.
*
* See LICENSE.txt for license information
************************************************************************/
#include <unistd.h>
#include "TestBed.hpp"
#include <rccl/rccl.h>
#define PIPE_WRITE(childId, val) \
ASSERT_EQ(write(childList[childId]->parentWriteFd, &val, sizeof(val)), sizeof(val))
#define PIPE_READ(childId, val) \
{ \
if (ev.verbose) INFO("Calling PIPE_READ to Child %d\n", childId); \
ssize_t retval = read(childList[childId]->parentReadFd, &val, sizeof(val)); \
if (ev.verbose) INFO("Got PIPE_READ %ld\n", retval); \
if (retval == -1) \
{ \
ERROR("Unable to read from child %d: Error %s\n", childId, strerror(errno)); \
FAIL(); \
} \
else if (retval == 0) \
{ \
ERROR("Child %d pipe closed unexpectedly\n", childId); \
exit(1); \
} \
else if (retval < sizeof(int)) \
{ \
ERROR("Child %d pipe read incomplete (%ld / %lu)\n", childId, retval, sizeof(val)); \
exit(1); \
} \
}
#define PIPE_CHECK(childId) \
{ \
int response = 0; \
PIPE_READ(childId, response); \
if (response != TEST_SUCCESS) \
{ \
ERROR("Child %d reports failure\n", childId); \
FAIL(); \
} \
}
namespace RcclUnitTesting
{
TestBed::TestBed() :
numDevicesAvailable(0),
numActiveChildren(0),
numActiveRanks(0)
{
// Collect the number of GPUs
this->numDevicesAvailable = ev.maxGpus;
if (ev.verbose) INFO("Detected %d GPUs\n", this->numDevicesAvailable);
// Create the maximum number of possible child processes (1 per GPU)
// Parent and child communicate via pipes
childList.resize(this->numDevicesAvailable);
for (int childId = 0; childId < this->numDevicesAvailable; ++childId)
{
childList[childId] = new TestBedChild(childId, ev.verbose, ev.printValues);
if (childList[childId]->InitPipes() != TEST_SUCCESS)
{
ERROR("Unable to create pipes to child process\n");
return;
}
pid_t pid = fork();
if (pid == 0)
{
// Child process enters execution loop
childList[childId]->StartExecutionLoop();
return;
}
else
{
// Parent records child process ID and closes unused ends of pipe
childList[childId]->pid = pid;
close(childList[childId]->childWriteFd);
close(childList[childId]->childReadFd);
}
}
}
void TestBed::InitComms(std::vector<std::vector<int>> const& deviceIdsPerProcess,
int const numCollectivesInGroup)
{
// Count up the total number of GPUs to use and track child/deviceId per rank
this->numActiveChildren = deviceIdsPerProcess.size();
this->numActiveRanks = 0;
this->numCollectivesInGroup = numCollectivesInGroup;
this->rankToChildMap.clear();
this->rankToDeviceMap.clear();
if (ev.verbose) INFO("Setting up %d active child processes\n", this->numActiveChildren);
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
for (auto i = 0; i < deviceIdsPerProcess[childId].size(); ++i)
{
this->rankToChildMap.push_back(childId);
this->rankToDeviceMap.push_back(deviceIdsPerProcess[childId][i]);
++this->numActiveRanks;
}
}
//Determine number of unique GPUs being used.
std::set<int> unique_devices;
for (auto a: this->rankToDeviceMap)
unique_devices.insert(a);
bool useMulti = unique_devices.size() < this->rankToDeviceMap.size() ? true : false;
// Tell first rank to get ncclUniqueId
int getIdCmd = TestBedChild::CHILD_GET_UNIQUE_ID;
PIPE_WRITE(0, getIdCmd);
// Receive back unique ID from first rank
ncclUniqueId id;
PIPE_READ(0, id);
PIPE_CHECK(0);
// Send InitComms command to each active child process
int const cmd = TestBedChild::CHILD_INIT_COMMS;
int rankOffset = 0;
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
if (ev.verbose) INFO("Sending InitComm event to child %d\n", childId);
PIPE_WRITE(childId, cmd);
// Send unique ID to child process
PIPE_WRITE(childId, id);
// Send total number of ranks to child process
PIPE_WRITE(childId, this->numActiveRanks);
// Send the rank offset for this child process
PIPE_WRITE(childId, rankOffset);
// Send the number of collectives to be run per group call
PIPE_WRITE(childId, numCollectivesInGroup);
// Send whether to use MultiRank interfaces or not.
PIPE_WRITE(childId, useMulti);
// Send the GPUs this child uses
int const numGpus = deviceIdsPerProcess[childId].size();
PIPE_WRITE(childId, numGpus);
for (int i = 0; i < numGpus; i++)
PIPE_WRITE(childId, deviceIdsPerProcess[childId][i]);
rankOffset += numGpus;
}
// Wait for child acknowledgement
// This is done after previous loop to avoid deadlock as every rank needs to enter ncclInitCommRank
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
PIPE_CHECK(childId);
}
}
void TestBed::InitComms(int const numGpus, int const numCollectivesInGroup)
{
InitComms(TestBed::GetDeviceIdsList(1, numGpus), numCollectivesInGroup);
}
void TestBed::SetCollectiveArgs(ncclFunc_t const funcType,
ncclDataType_t const dataType,
size_t const numInputElements,
size_t const numOutputElements,
OptionalColArgs const &optionalArgs,
int const collId,
int const rank)
{
// Build list of ranks this applies to (-1 for rank means to set for all)
std::vector<int> rankList;
for (int i = 0; i < this->numActiveRanks; ++i)
if (rank == -1 || rank == i) rankList.push_back(i);
// Loop over all ranks and send CollectiveArgs to appropriate child process
int const cmd = TestBedChild::CHILD_SET_COLL_ARGS;
for (auto currRank : rankList)
{
int const childId = rankToChildMap[currRank];
PIPE_WRITE(childId, cmd);
PIPE_WRITE(childId, currRank);
PIPE_WRITE(childId, collId);
PIPE_WRITE(childId, funcType);
PIPE_WRITE(childId, dataType);
PIPE_WRITE(childId, numInputElements);
PIPE_WRITE(childId, numOutputElements);
PIPE_WRITE(childId, optionalArgs);
PIPE_CHECK(childId);
}
}
void TestBed::AllocateMem(bool const inPlace,
bool const useManagedMem,
int const collId,
int const rank)
{
// Build list of ranks this applies to (-1 for rank means to set for all)
std::vector<int> rankList;
for (int i = 0; i < this->numActiveRanks; ++i)
if (rank == -1 || rank == i) rankList.push_back(i);
// Loop over all ranks and send allocation command to appropriate child process
int const cmd = TestBedChild::CHILD_ALLOCATE_MEM;
for (auto currRank : rankList)
{
int const childId = rankToChildMap[currRank];
PIPE_WRITE(childId, cmd);
PIPE_WRITE(childId, currRank);
PIPE_WRITE(childId, collId);
PIPE_WRITE(childId, inPlace);
PIPE_WRITE(childId, useManagedMem);
PIPE_CHECK(childId);
}
}
void TestBed::PrepareData(int const collId,
int const rank,
CollFuncPtr const prepDataFunc)
{
// Build list of ranks this applies to (-1 for rank means to set for all)
std::vector<int> rankList;
for (int i = 0; i < this->numActiveRanks; ++i)
if (rank == -1 || rank == i) rankList.push_back(i);
// Loop over all ranks and send prepare data command to appropriate child process
int const cmd = TestBedChild::CHILD_PREPARE_DATA;
for (auto currRank : rankList)
{
int const childId = rankToChildMap[currRank];
PIPE_WRITE(childId, cmd);
PIPE_WRITE(childId, currRank);
PIPE_WRITE(childId, collId);
PIPE_WRITE(childId, prepDataFunc);
PIPE_CHECK(childId);
}
}
void TestBed::ExecuteCollectives(std::vector<int> const ¤tRanks)
{
int const cmd = TestBedChild::CHILD_EXECUTE_COLL;
++TestBed::NumTestsRun();
std::vector<std::vector<int>> ranksPerChild(this->numActiveChildren);
for (int rank = 0; rank < currentRanks.size(); ++rank)
{
ranksPerChild[rankToChildMap[currentRanks[rank]]].push_back(rank);
}
// Send ExecuteColl command to each active child process
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
if ((currentRanks.size() == 0) || (ranksPerChild[childId].size() > 0))
{
PIPE_WRITE(childId, cmd);
int tempCurrentRanks = currentRanks.size();
PIPE_WRITE(childId, tempCurrentRanks);
for (int rank = 0; rank < currentRanks.size(); ++rank){
PIPE_WRITE(childId, currentRanks[rank]);
}
}
}
// Wait for child acknowledgement
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
if ((currentRanks.size() == 0) || (ranksPerChild[childId].size() > 0)) PIPE_CHECK(childId);
}
}
void TestBed::ValidateResults(bool& isCorrect, int const collId, int const rank)
{
// Build list of ranks this applies to (-1 for rank means to set for all)
std::vector<int> rankList;
for (int i = 0; i < this->numActiveRanks; ++i)
if (rank == -1 || rank == i) rankList.push_back(i);
int const cmd = TestBedChild::CHILD_VALIDATE_RESULTS;
isCorrect = true;
// Send ValidateResults command to each active child process
for (auto currRank : rankList)
{
int const childId = rankToChildMap[currRank];
PIPE_WRITE(childId, cmd);
PIPE_WRITE(childId, currRank);
PIPE_WRITE(childId, collId);
int response = 0;
ASSERT_EQ(read(childList[childId]->parentReadFd, &response, sizeof(int)), sizeof(int));
isCorrect &= (response == TEST_SUCCESS);
}
ASSERT_EQ(isCorrect, true) << "Output does not match expected";
}
void TestBed::DeallocateMem(int const collId, int const rank)
{
// Build list of ranks this applies to (-1 for rank means to set for all)
std::vector<int> rankList;
for (int i = 0; i < this->numActiveRanks; ++i)
if (rank == -1 || rank == i) rankList.push_back(i);
int const cmd = TestBedChild::CHILD_DEALLOCATE_MEM;
for (auto currRank : rankList)
{
int const childId = rankToChildMap[currRank];
PIPE_WRITE(childId, cmd);
PIPE_WRITE(childId, currRank);
PIPE_WRITE(childId, collId);
PIPE_CHECK(childId);
}
}
void TestBed::DestroyComms()
{
int const cmd = TestBedChild::CHILD_DESTROY_COMMS;
for (int childId = 0; childId < this->numActiveChildren; ++childId)
{
// Send DestroyComms command to each active child process
PIPE_WRITE(childId, cmd);
// Wait for child acknowledgement
PIPE_CHECK(childId);
}
// Reset bookkeeping
this->numActiveChildren = 0;
this->numActiveRanks = 0;
this->numCollectivesInGroup = 0;
}
void TestBed::Finalize()
{
// Send Stop to all child processes
int const cmd = TestBedChild::CHILD_STOP;
for (int childId = 0; childId < this->numDevicesAvailable; ++childId)
{
PIPE_WRITE(childId, cmd);
// Close pipes to child process
close(childList[childId]->parentWriteFd);
close(childList[childId]->parentReadFd);
}
this->numDevicesAvailable = 0;
}
TestBed::~TestBed()
{
Finalize();
}
std::vector<ncclRedOp_t> const& TestBed::GetAllSupportedRedOps()
{
return ev.GetAllSupportedRedOps();
}
std::vector<ncclDataType_t> const& TestBed::GetAllSupportedDataTypes()
{
return ev.GetAllSupportedDataTypes();
}
std::vector<std::vector<int>> TestBed::GetDeviceIdsList(int const numProcesses,
int const numGpus)
{
return GetDeviceIdsList(numProcesses, numGpus, 1);
}
std::vector<std::vector<int>> TestBed::GetDeviceIdsList(int const numProcesses,
int const numGpus,
int const ranksPerGpu)
{
std::vector<std::vector<int>> result(numProcesses);
int ntasks = numProcesses == 1 ? numGpus : 1;
int k=0;
for (int i = 0; i < numProcesses; i++)
for (int j = 0; j < ntasks * ranksPerGpu; j++) {
result[i].push_back(k%numGpus);
k++;
}
return result;
}
std::string TestBed::GetTestCaseName(int const totalRanks,
bool const isMultiProcess,
ncclFunc_t const funcType,
ncclDataType_t const dataType,
ncclRedOp_t const redOp,
int const root,
bool const inPlace,
bool const managedMem,
int const ranksPerProc)
{
std::stringstream ss;
ss << (isMultiProcess ? "MP" : "SP") << " ";
ss << totalRanks;
if (ranksPerProc > 1)
ss << "(" << ranksPerProc << ") ";
else
ss << " ";
ss << "ranks ";
ss << ncclFuncNames[funcType] << " ";
ss << "(" << (inPlace ? "IP" : "OP") << "," << (managedMem ? "MM" : "GM") << ") ";
ss << ncclDataTypeNames[dataType] << " ";
if (CollectiveArgs::UsesReduce(funcType)) ss << ncclRedOpNames[redOp] << " ";
if (CollectiveArgs::UsesRoot(funcType)) ss << "Root " << root << " ";
return ss.str();
}
void TestBed::RunSimpleSweep(std::vector<ncclFunc_t> const& funcTypes,
std::vector<ncclDataType_t> const& tmpDataTypes,
std::vector<ncclRedOp_t> const& tmpRedOps,
std::vector<int> const& roots,
std::vector<int> const& numElements,
std::vector<bool> const& inPlaceList,
std::vector<bool> const& managedMemList)
{
// Sort numElements in descending order to cut down on # of allocations
std::vector<int> sortedN = numElements;
std::sort(sortedN.rbegin(), sortedN.rend());
OptionalColArgs optionalArgs;
// Filter out any unsupported datatypes, in case only subset has been compiled for
std::vector<ncclDataType_t> const& supportedDataTypes = this->GetAllSupportedDataTypes();
std::vector<ncclDataType_t> dataTypes;
for (auto dt : tmpDataTypes)
{
for (int i = 0; i < supportedDataTypes.size(); ++i)
{
if (supportedDataTypes[i] == dt)
{
dataTypes.push_back(dt);
break;
}
}
}
// Filter out any unsupported reduction ops, in case only subset has been compiled for
std::vector<ncclRedOp_t> const& supportedOps = this->GetAllSupportedRedOps();
std::vector<ncclRedOp_t> redOps;
for (auto redop : tmpRedOps)
{
for (int i = 0; i < supportedOps.size(); ++i)
{
if (supportedOps[i] == redop)
{
redOps.push_back(redop);
break;
}
}
}
bool isCorrect = true;
// Sweep over the number of ranks
for (int ranksPerGpu=1; ranksPerGpu <= ev.maxRanksPerGpu; ranksPerGpu++)
for (int numGpus = ev.minGpus; numGpus <= ev.maxGpus && isCorrect; ++numGpus)
for (int isMultiProcess = 0; isMultiProcess <= 1 && isCorrect; ++isMultiProcess)
{
if (!(ev.processMask & (1 << isMultiProcess))) continue;
// Test either single process all GPUs, or 1 process per GPU
int const numChildren = isMultiProcess ? numGpus : 1;
int const numRanks = numGpus*ranksPerGpu;
this->InitComms(TestBed::GetDeviceIdsList(numChildren, numGpus, ranksPerGpu));
for (int ftIdx = 0; ftIdx < funcTypes.size() && isCorrect; ++ftIdx)
for (int dtIdx = 0; dtIdx < dataTypes.size() && isCorrect; ++dtIdx)
for (int rdIdx = 0; rdIdx < redOps.size() && isCorrect; ++rdIdx)
for (int rtIdx = 0; rtIdx < roots.size() && isCorrect; ++rtIdx)
for (int ipIdx = 0; ipIdx < inPlaceList.size() && isCorrect; ++ipIdx)
for (int mmIdx = 0; mmIdx < managedMemList.size() && isCorrect; ++mmIdx)
{
if (ev.showNames)
{
std::string name = this->GetTestCaseName(numGpus, isMultiProcess,
funcTypes[ftIdx], dataTypes[dtIdx],
redOps[rdIdx], roots[rtIdx],
inPlaceList[ipIdx], managedMemList[mmIdx],
ranksPerGpu);
INFO("%s\n", name.c_str());
}
for (int neIdx = 0; neIdx < numElements.size() && isCorrect; ++neIdx)
{
int numInputElements, numOutputElements;
CollectiveArgs::GetNumElementsForFuncType(funcTypes[ftIdx],
sortedN[neIdx],
numRanks,
&numInputElements,
&numOutputElements);
optionalArgs.redOp = redOps[rdIdx];
optionalArgs.root = roots[rtIdx];
this->SetCollectiveArgs(funcTypes[ftIdx],
dataTypes[dtIdx],
numInputElements,
numOutputElements,
optionalArgs);
// Only allocate once for largest size
if (neIdx == 0) this->AllocateMem(inPlaceList[ipIdx], managedMemList[mmIdx]);
// There are some cases when data does not need to be re-prepared
// e.g. AllReduce subarray expected results are still valid
bool canSkip = (neIdx != 0 && !inPlaceList[ipIdx] &&
(funcTypes[ftIdx] == ncclCollBroadcast ||
funcTypes[ftIdx] == ncclCollReduce ||
funcTypes[ftIdx] == ncclCollAllReduce));
if (!canSkip) this->PrepareData();
this->ExecuteCollectives();
this->ValidateResults(isCorrect);
if (!isCorrect)
{
std::string name = this->GetTestCaseName(numGpus, isMultiProcess,
funcTypes[ftIdx], dataTypes[dtIdx],
redOps[rdIdx], roots[rtIdx],
inPlaceList[ipIdx], managedMemList[mmIdx],
ranksPerGpu);
ERROR("Incorrect output for %s\n", name.c_str());
}
}
this->DeallocateMem();
}
this->DestroyComms();
}
}
int& TestBed::NumTestsRun()
{
static int numTestsRun = 0;
return numTestsRun;
}
}
#undef PIPE_WRITE
#undef PIPE_CHECK
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