diff --git a/src/Makefile b/src/Makefile index 52169bb3e1..26e653e7d6 100644 --- a/src/Makefile +++ b/src/Makefile @@ -1,5 +1,5 @@ # -# Copyright (c) 2015-2019, NVIDIA CORPORATION. All rights reserved. +# Copyright (c) 2015-2021, NVIDIA CORPORATION. All rights reserved. # # See LICENSE.txt for license information # @@ -70,7 +70,7 @@ NVLDFLAGS += $(LIBRARIES:%=-l%) DST_DIR := $(BUILDDIR) SRC_FILES := $(wildcard *.cu) OBJ_FILES := $(SRC_FILES:%.cu=${DST_DIR}/%.o) -BIN_FILES_LIST := all_reduce all_gather broadcast reduce_scatter reduce alltoall +BIN_FILES_LIST := all_reduce all_gather broadcast reduce_scatter reduce alltoall scatter sendrecv hypercube BIN_FILES := $(BIN_FILES_LIST:%=${DST_DIR}/%_perf) build: ${BIN_FILES} diff --git a/src/hypercube.cu b/src/hypercube.cu new file mode 100644 index 0000000000..142f1a6359 --- /dev/null +++ b/src/hypercube.cu @@ -0,0 +1,124 @@ +/************************************************************************* + * Copyright (c) 2016-2021, NVIDIA CORPORATION. All rights reserved. + * + * See LICENSE.txt for license information + ************************************************************************/ + +#include "cuda_runtime.h" +#include "common.h" + +#define ALIGN 4 + +void print_header() { + PRINT("# %10s %12s %8s out-of-place in-place \n", "", "", ""); + PRINT("# %10s %12s %8s %7s %6s %6s %5s %7s %6s %6s %5s\n", "size", "count", "type", + "time", "algbw", "busbw", "error", "time", "algbw", "busbw", "error"); + PRINT("# %10s %12s %8s %7s %6s %6s %5s %7s %6s %6s %5s\n", "(B)", "(elements)", "", + "(us)", "(GB/s)", "(GB/s)", "", "(us)", "(GB/s)", "(GB/s)", ""); +} + +void print_line_header (size_t size, size_t count, const char *typeName, const char *opName, int root) { + PRINT("%12li %12li %8s", size, count, typeName); +} + +void HyperCubeGetCollByteCount(size_t *sendcount, size_t *recvcount, size_t *paramcount, size_t *sendInplaceOffset, size_t *recvInplaceOffset, size_t count, int nranks) { + size_t base = (count/(ALIGN*nranks))*ALIGN; + *sendcount = base; + *recvcount = base*nranks; + *sendInplaceOffset = base; + *recvInplaceOffset = 0; + *paramcount = base; +} + +testResult_t HyperCubeInitData(struct threadArgs* args, ncclDataType_t type, ncclRedOp_t op, int root, int rep, int in_place) { + size_t sendcount = args->sendBytes / wordSize(type); + size_t recvcount = args->expectedBytes / wordSize(type); + int nranks = args->nProcs*args->nThreads*args->nGpus; + + for (int i=0; inGpus; i++) { + int gpuid = args->localRank*args->nThreads*args->nGpus + args->thread*args->nGpus + i; + CUDACHECK(cudaSetDevice(gpuid)); + int rank = ((args->proc*args->nThreads + args->thread)*args->nGpus + i); + CUDACHECK(cudaMemset(args->recvbuffs[i], 0, args->expectedBytes)); + void* data = in_place ? ((char*)args->recvbuffs[i])+rank*args->sendBytes : args->sendbuffs[i]; + TESTCHECK(InitData(data, sendcount, type, rep, rank)); + for (int j=0; jexpected[i])+args->sendBytes*j, sendcount, type, rep, j)); + } + CUDACHECK(cudaDeviceSynchronize()); + } + return testSuccess; +} + +void HyperCubeGetBw(size_t count, int typesize, double sec, double* algBw, double* busBw, int nranks) { + double baseBw = (double)(count * typesize * (nranks - 1)) / 1.0E9 / sec; + + *algBw = baseBw; + double factor = 1; + *busBw = baseBw * factor; +} + +testResult_t HyperCubeRunColl(void* sendbuff, void* recvbuff, size_t count, ncclDataType_t type, ncclRedOp_t op, int root, ncclComm_t comm, cudaStream_t stream) { + char* sbuff = (char*)sendbuff; + char* rbuff = (char*)recvbuff; + int nRanks; + NCCLCHECK(ncclCommCount(comm, &nRanks)); + int rank; + NCCLCHECK(ncclCommUserRank(comm, &rank)); + size_t rankSize = count * wordSize(type); + + if (rbuff+rank*rankSize != sbuff) CUDACHECK(cudaMemcpyAsync(rbuff+rank*rankSize, sbuff, rankSize, cudaMemcpyDeviceToDevice, stream)); + + // Hypercube AllGather + for (int mask=1; maskcollTest = &hyperCubeTest; + ncclDataType_t *run_types; + const char **run_typenames; + int type_count; + + if ((int)type != -1) { + type_count = 1; + run_types = &type; + run_typenames = &typeName; + } else { + type_count = test_typenum; + run_types = test_types; + run_typenames = test_typenames; + } + + for (int i=0; isendBytes / wordSize(type); + size_t recvcount = args->expectedBytes / wordSize(type); + + for (int i=0; inGpus; i++) { + int gpuid = args->localRank*args->nThreads*args->nGpus + args->thread*args->nGpus + i; + CUDACHECK(cudaSetDevice(gpuid)); + int rank = ((args->proc*args->nThreads + args->thread)*args->nGpus + i); + CUDACHECK(cudaMemset(args->recvbuffs[i], 0, args->expectedBytes)); + void* data = in_place ? args->recvbuffs[i] : args->sendbuffs[i]; + if (rank == root) TESTCHECK(InitData(data, sendcount, type, rep, rank)); + TESTCHECK(InitData(args->expected[i], recvcount, type, rep+rank*recvcount, root)); + CUDACHECK(cudaDeviceSynchronize()); + } + return testSuccess; +} + +void ScatterGetBw(size_t count, int typesize, double sec, double* algBw, double* busBw, int nranks) { + double baseBw = (double)(count * nranks * typesize) / 1.0E9 / sec; + + *algBw = baseBw; + double factor = ((double)(nranks-1))/((double)(nranks)); + *busBw = baseBw * factor; +} + +testResult_t ScatterRunColl(void* sendbuff, void* recvbuff, size_t count, ncclDataType_t type, ncclRedOp_t op, int root, ncclComm_t comm, cudaStream_t stream) { + int nRanks; + NCCLCHECK(ncclCommCount(comm, &nRanks)); + int rank; + NCCLCHECK(ncclCommUserRank(comm, &rank)); + size_t rankOffset = count * wordSize(type); + if (count == 0) return testSuccess; + + NCCLCHECK(ncclGroupStart()); + if (rank == root) { + for (int r=0; rcollTest = &scatterTest; + ncclDataType_t *run_types; + const char **run_typenames; + int type_count; + int begin_root, end_root; + + if ((int)type != -1) { + type_count = 1; + run_types = &type; + run_typenames = &typeName; + } else { + type_count = test_typenum; + run_types = test_types; + run_typenames = test_typenames; + } + + if (root != -1) { + begin_root = end_root = root; + } else { + begin_root = 0; + end_root = args->nProcs*args->nThreads*args->nGpus-1; + } + + for (int i=0; isendBytes / wordSize(type); + size_t recvcount = args->expectedBytes / wordSize(type); + int nranks = args->nProcs*args->nThreads*args->nGpus; + + for (int i=0; inGpus; i++) { + int gpuid = args->localRank*args->nThreads*args->nGpus + args->thread*args->nGpus + i; + CUDACHECK(cudaSetDevice(gpuid)); + int rank = ((args->proc*args->nThreads + args->thread)*args->nGpus + i); + CUDACHECK(cudaMemset(args->recvbuffs[i], 0, args->expectedBytes)); + void* data = in_place ? args->recvbuffs[i] : args->sendbuffs[i]; + TESTCHECK(InitData(data, sendcount, type, rep, rank)); + int peer = (rank-1+nranks)%nranks; + TESTCHECK(InitData(args->expected[i], recvcount, type, rep, peer)); + CUDACHECK(cudaDeviceSynchronize()); + } + // We don't support in-place sendrecv + args->reportErrors = in_place ? 0 : 1; + return testSuccess; +} + +void SendRecvGetBw(size_t count, int typesize, double sec, double* algBw, double* busBw, int nranks) { + double baseBw = (double)(count * typesize) / 1.0E9 / sec; + + *algBw = baseBw; + double factor = 1; + *busBw = baseBw * factor; +} + +testResult_t SendRecvRunColl(void* sendbuff, void* recvbuff, size_t count, ncclDataType_t type, ncclRedOp_t op, int root, ncclComm_t comm, cudaStream_t stream) { + int nRanks; + NCCLCHECK(ncclCommCount(comm, &nRanks)); + int rank; + NCCLCHECK(ncclCommUserRank(comm, &rank)); + int recvPeer = (rank-1+nRanks) % nRanks; + int sendPeer = (rank+1) % nRanks; + + NCCLCHECK(ncclGroupStart()); + NCCLCHECK(ncclSend(sendbuff, count, type, sendPeer, comm, stream)); + NCCLCHECK(ncclRecv(recvbuff, count, type, recvPeer, comm, stream)); + NCCLCHECK(ncclGroupEnd()); + return testSuccess; +} + +struct testColl sendRecvTest = { + "SendRecv", + SendRecvGetCollByteCount, + SendRecvInitData, + SendRecvGetBw, + SendRecvRunColl +}; + +void SendRecvGetBuffSize(size_t *sendcount, size_t *recvcount, size_t count, int nranks) { + size_t paramcount, sendInplaceOffset, recvInplaceOffset; + SendRecvGetCollByteCount(sendcount, recvcount, ¶mcount, &sendInplaceOffset, &recvInplaceOffset, count, nranks); +} + +testResult_t SendRecvRunTest(struct threadArgs* args, int root, ncclDataType_t type, const char* typeName, ncclRedOp_t op, const char* opName) { + args->collTest = &sendRecvTest; + ncclDataType_t *run_types; + ncclRedOp_t *run_ops; + const char **run_typenames, **run_opnames; + int type_count, op_count; + + if ((int)type != -1) { + type_count = 1; + run_types = &type; + run_typenames = &typeName; + } else { + type_count = test_typenum; + run_types = test_types; + run_typenames = test_typenames; + } + + if ((int)op != -1) { + op_count = 1; + run_ops = &op; + run_opnames = &opName; + } else { + op_count = test_opnum; + run_ops = test_ops; + run_opnames = test_opnames; + } + + for (int i=0; i