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gpu-mpi-tests
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use define to switch between managed/unmanaged

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Bryce Allen 5 years ago
parent 6940ce7ceb
commit 37ad5e87ce
2 changed files with 83 additions and 49 deletions
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11
Makefile
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@ -1,5 +1,5 @@
.PHONY: all
all: daxpy mpi_daxpy mpienv daxpy_nvtx mpi_daxpy_nvtx
all: daxpy mpi_daxpy mpienv daxpy_nvtx mpi_daxpy_nvtx_managed mpi_daxpy_nvtx_unmanaged
CCFLAGS = -std=c++11
CUDA_HOME ?= $(CUDA_DIR)
@ -13,15 +13,18 @@ daxpy_nvtx: daxpy_nvtx.cu cuda_error.h
mpi_daxpy: mpi_daxpy.cc cuda_error.h
mpic++ $(CCFLAGS) -lcudart -lcublas -I$(CUDA_HOME)/include -L$(CUDA_HOME)/lib64 -o mpi_daxpy mpi_daxpy.cc
mpi_daxpy_nvtx: mpi_daxpy_nvtx.cc cuda_error.h
mpic++ $(CCFLAGS) -lcudart -lcublas -lnvToolsExt -I$(CUDA_HOME)/include -L$(CUDA_HOME)/lib64 -o mpi_daxpy_nvtx mpi_daxpy_nvtx.cc
mpi_daxpy_nvtx_managed: mpi_daxpy_nvtx.cc cuda_error.h
mpic++ $(CCFLAGS) -lcudart -lcublas -lnvToolsExt -I$(CUDA_HOME)/include -L$(CUDA_HOME)/lib64 -o mpi_daxpy_nvtx_managed mpi_daxpy_nvtx.cc -DMANAGED
mpi_daxpy_nvtx_unmanaged: mpi_daxpy_nvtx.cc cuda_error.h
mpic++ $(CCFLAGS) -lcudart -lcublas -lnvToolsExt -I$(CUDA_HOME)/include -L$(CUDA_HOME)/lib64 -o mpi_daxpy_nvtx_unmanaged mpi_daxpy_nvtx.cc
mpienv: mpienv.f90
mpif90 -o mpienv mpienv.f90
.PHONY: clean
clean:
rm -rf daxpy mpi_daxpy daxpy_nvtx mpi_daxpy_nvtx
rm -rf daxpy mpi_daxpy daxpy_nvtx mpi_daxpy_nvtx_managed mpi_daxpy_nvtx_unmanaged
.PHONY: force
force: clean all

121
mpi_daxpy_nvtx.cc
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@ -83,10 +83,12 @@ int main(int argc, char **argv) {
double g_start_time = 0.0;
double g_end_time = 0.0;
//double *x, *y, *d_x, *d_y;
double *m_x, *m_y;
#ifndef MANAGED
double *h_x, *h_y, *h_allx, *h_ally;
#endif
double *m_allx, *m_ally;
double *d_x, *d_y;
double *d_allx, *d_ally;
char *mb_per_core;
@ -134,11 +136,27 @@ int main(int argc, char **argv) {
*/
nvtxRangePushA("allocateArrays");
CHECK( "m_x", cudaMallocManaged((void**)&m_x, n*sizeof(*m_x)) );
CHECK( "m_y", cudaMallocManaged((void**)&m_y, n*sizeof(*m_y)) );
CHECK( "m_allx", cudaMallocManaged((void**)&m_allx, n*sizeof(*m_allx)*world_size) );
CHECK( "m_ally", cudaMallocManaged((void**)&m_ally, n*sizeof(*m_ally)*world_size) );
#ifdef MANAGED
CHECK( "d_x", cudaMallocManaged((void**)&d_x, n*sizeof(*d_x)) );
CHECK( "d_y", cudaMallocManaged((void**)&d_y, n*sizeof(*d_y)) );
CHECK( "d_allx", cudaMallocManaged((void**)&d_allx,
n*sizeof(*d_allx)*world_size) );
CHECK( "d_ally", cudaMallocManaged((void**)&d_ally,
n*sizeof(*d_ally)*world_size) );
#else
CHECK( "h_x", cudaMallocHost((void**)&h_x, n*sizeof(*h_x)) );
CHECK( "h_y", cudaMallocHost((void**)&h_y, n*sizeof(*h_y)) );
CHECK( "d_x", cudaMalloc((void**)&d_x, n*sizeof(*d_x)) );
CHECK( "d_y", cudaMalloc((void**)&d_y, n*sizeof(*d_y)) );
CHECK( "d_allx", cudaMalloc((void**)&d_allx,
n*sizeof(*d_allx)*world_size) );
CHECK( "d_ally", cudaMalloc((void**)&d_ally,
n*sizeof(*d_ally)*world_size) );
CHECK( "h_allx", cudaMallocHost((void**)&h_allx,
n*sizeof(*h_allx)*world_size) );
CHECK( "h_ally", cudaMallocHost((void**)&h_ally,
n*sizeof(*h_ally)*world_size) );
#endif
nvtxRangePop();
CHECK( "memInfo", cudaMemGetInfo(&free_mem, &total_mem) );
@ -146,90 +164,103 @@ int main(int argc, char **argv) {
(double)total_mem/MB, (double)(total_mem-free_mem)/MB);
nvtxRangePushA("initializeArrays");
#ifdef MANAGED
for (int i=0; i<n; i++) {
m_x[i] = (i+1)/(double)n;
m_y[i] = -m_x[i];
d_x[i] = (i+1)/(double)n;
d_y[i] = -d_x[i];
}
#else
for (int i=0; i<n; i++) {
h_x[i] = (i+1)/(double)n;
h_y[i] = -h_x[i];
}
nvtxRangePop();
/*
nvtxRangePushA("copyInput");
CHECK("d_x = x",
cudaMemcpy(d_x, x, n*sizeof(*x), cudaMemcpyHostToDevice) );
cudaMemcpy(d_x, h_x, n*sizeof(*h_x), cudaMemcpyHostToDevice) );
CHECK("d_y = y",
cudaMemcpy(d_y, y, n*sizeof(*y), cudaMemcpyHostToDevice) );
CHECK("m_x = x",
cudaMemcpy(m_x, x, n*sizeof(*x), cudaMemcpyHostToDevice) );
CHECK("m_y = y",
cudaMemcpy(m_y, y, n*sizeof(*y), cudaMemcpyHostToDevice) );
cudaMemcpy(d_y, h_y, n*sizeof(*h_y), cudaMemcpyHostToDevice) );
nvtxRangePop();
#endif
nvtxRangePop();
*/
//MEMINFO("d_x", d_x, sizeof(d_x));
//MEMINFO("d_y", d_y, sizeof(d_y));
//MEMINFO("x", x, sizeof(x));
//MEMINFO("y", y, sizeof(y));
MEMINFO("m_x", m_x, sizeof(m_x));
MEMINFO("m_y", m_y, sizeof(m_y));
MEMINFO("d_x", d_x, sizeof(d_x));
MEMINFO("d_y", d_y, sizeof(d_y));
k_start_time = MPI_Wtime();
nvtxRangePushA("cublasDaxpy");
CHECK("daxpy",
cublasDaxpy(handle, n, &a, m_x, 1, m_y, 1) );
cublasDaxpy(handle, n, &a, d_x, 1, d_y, 1) );
CHECK("daxpy sync", cudaDeviceSynchronize());
nvtxRangePop();
k_end_time = MPI_Wtime();
/*
CHECK("y = d_y",
cudaMemcpy(y, m_y, n*sizeof(*y), cudaMemcpyDeviceToHost) );
*/
/*
nvtxRangePushA("localSum");
#ifdef MANAGED
sum = 0.0;
for (int i=0; i<n; i++) {
sum += d_y[i];
}
#else
nvtxRangePushA("copyOutput");
CHECK("y = d_y sync", cudaDeviceSynchronize() );
CHECK("h_y = d_y",
cudaMemcpy(h_y, d_y, n*sizeof(*h_y), cudaMemcpyDeviceToHost) );
nvtxRangePop();
*/
nvtxRangePushA("localSum");
sum = 0.0;
for (int i=0; i<n; i++) {
//printf("%f\n", y[i]);
sum += m_y[i];
sum += h_y[i];
}
#endif
nvtxRangePop();
printf("%d/%d SUM = %f\n", world_rank, world_size, sum);
g_start_time = MPI_Wtime();
nvtxRangePushA("allGather");
nvtxRangePushA("x");
MPI_Allgather(m_x, n, MPI_DOUBLE, m_allx, n, MPI_DOUBLE, MPI_COMM_WORLD);
MPI_Allgather(d_x, n, MPI_DOUBLE, d_allx, n, MPI_DOUBLE, MPI_COMM_WORLD);
nvtxRangePop();
nvtxRangePushA("y");
MPI_Allgather(m_y, n, MPI_DOUBLE, m_ally, n, MPI_DOUBLE, MPI_COMM_WORLD);
MPI_Allgather(d_y, n, MPI_DOUBLE, d_ally, n, MPI_DOUBLE, MPI_COMM_WORLD);
nvtxRangePop();
nvtxRangePop();
g_end_time = MPI_Wtime();
sum = 0.0;
nvtxRangePushA("allSum");
#ifdef MANAGED
for (int i=0; i<n*world_size; i++) {
sum += d_ally[i];
}
#else
nvtxRangePushA("copyOutput");
CHECK("h_ally = d_ally",
cudaMemcpy(h_ally, d_ally, n*sizeof(*h_ally),
cudaMemcpyDeviceToHost) );
nvtxRangePop();
for (int i=0; i<n*world_size; i++) {
//printf("%f\n", y[i]);
sum += m_ally[i];
sum += h_ally[i];
}
#endif
nvtxRangePop();
printf("%d/%d ALLSUM = %f\n", world_rank, world_size, sum);
// cleanup
nvtxRangePushA("free");
//cudaFree(d_x);
//cudaFree(d_y);
cudaFree(m_x);
cudaFree(m_y);
cudaFree(m_allx);
cudaFree(m_ally);
#ifndef MANAGED
cudaFree(h_x);
cudaFree(h_y);
cudaFree(h_allx);
cudaFree(h_ally);
#endif
cudaFree(d_x);
cudaFree(d_y);
cudaFree(d_allx);
cudaFree(d_ally);
nvtxRangePop();

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