Adding regression test (#1045)
* adding regression test
Signed-off-by: Tim Hu <timhu102@amd.com>
* modifying regression test
Signed-off-by: Tim Hu <timhu102@amd.com>
* Update StandaloneTests.cpp
---------
Signed-off-by: Tim Hu <timhu102@amd.com>
[ROCm/rccl commit: c2a073a97d]
Этот коммит содержится в:
@@ -140,4 +140,105 @@ namespace RcclUnitTesting {
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for (auto& comm : comms)
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NCCLCHECK(ncclCommDestroy(comm));
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}
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}
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TEST(Standalone, RegressionTiming)
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{
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// timing
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using namespace std::chrono;
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using Clock = std::chrono::high_resolution_clock;
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int usElapsed, numIterations = 20, numWarmups = 5;
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// Check for 2 GPUs
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int numGpus;
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HIPCALL(hipGetDeviceCount(&numGpus));
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if (numGpus < 2) {
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GTEST_SKIP() << "This test requires at least 2 devices.";
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}
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// Initialize RCCL
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int numRanks = 2;
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std::vector<ncclComm_t> comms(numRanks);
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char *proto = std::getenv("NCCL_PROTO");
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const char* protocolList[3] = {"LL", "LL128", "Simple"};
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for (auto p : protocolList)
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{
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usElapsed = 0;
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setenv("NCCL_PROTO", p, 1);
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NCCLCHECK(ncclCommInitAll(comms.data(), numRanks, nullptr));
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// Prepare CPU data arrays
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int N = 1250;
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std::vector<int> cpuInput(N);
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std::vector<int> cpuExpected(N);
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for (int i = 0; i < N; i++) {
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cpuInput[i] = i;
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cpuExpected[i] = 2 * i;
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}
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// Prepare GPU data arrays
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int* gpuInput[numRanks];
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int* gpuOutput[numRanks];
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hipStream_t stream[numRanks];
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for (int rank = 0; rank < numRanks; rank++) {
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HIPCALL(hipSetDevice(rank));
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HIPCALL(hipStreamCreate(&stream[rank]));
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HIPCALL(hipMalloc((void**)&gpuInput[rank], N * sizeof(int)));
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HIPCALL(hipMalloc((void**)&gpuOutput[rank], N * sizeof(int)));
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HIPCALL(hipMemcpy(gpuInput[rank], cpuInput.data(), N * sizeof(int), hipMemcpyHostToDevice));
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HIPCALL(hipMemset(gpuOutput[rank], 0, N * sizeof(int)));
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HIPCALL(hipDeviceSynchronize());
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}
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for (int iter = -numWarmups; iter < numIterations; iter++) {
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for (int rank = 0; rank < numRanks; rank++) {
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HIPCALL(hipSetDevice(rank));
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HIPCALL(hipMemset(gpuOutput[rank], 0, N * sizeof(int)));
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HIPCALL(hipDeviceSynchronize());
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}
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// Initiate the allreduce
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NCCLCHECK(ncclGroupStart());
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for (int rank = 0; rank < numRanks; rank++)
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NCCLCHECK(ncclAllReduce(gpuInput[rank], gpuOutput[rank], N, ncclInt, ncclSum, comms[rank], stream[rank]));
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NCCLCHECK(ncclGroupEnd());
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const auto start = Clock::now();
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// Wait for completion
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for (int rank = 0; rank < numRanks; rank++) {
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HIPCALL(hipStreamSynchronize(stream[rank]));
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}
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if (iter >= 0)
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usElapsed += duration_cast<microseconds>(Clock::now() - start).count();
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// Check results
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std::vector<int> cpuOutput(N);
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for (int rank = 0; rank < numRanks; rank++) {
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HIPCALL(hipMemcpy(cpuOutput.data(), gpuOutput[rank], N * sizeof(int), hipMemcpyDeviceToHost));
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HIPCALL(hipDeviceSynchronize());
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for (int i = 0; i < N; i++)
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ASSERT_EQ(cpuOutput[i], cpuExpected[i]);
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}
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}
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EXPECT_LT(usElapsed/(double)numIterations, 5000);
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printf("[ INFO ] protocol: %s, average runtime: %f microseconds\n", p, usElapsed/(double)numIterations);
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// Release resources
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for (int rank = 0; rank < numRanks; rank++){
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HIPCALL(hipFree(gpuInput[rank]));
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HIPCALL(hipFree(gpuOutput[rank]));
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HIPCALL(hipStreamDestroy(stream[rank]));
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NCCLCHECK(ncclCommDestroy(comms[rank]));
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}
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}
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if (proto)
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setenv("NCCL_PROTO", proto, 1);
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else
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unsetenv("NCCL_PROTO");
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}
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}
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