gt: add MPI_Allreduce test
This commit is contained in:
@@ -27,6 +27,8 @@
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using namespace gt::placeholders;
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using namespace gt::placeholders;
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const double PI = 3.141592653598793;
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inline void check(const char* fname, int line, int mpi_rval)
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inline void check(const char* fname, int line, int mpi_rval)
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{
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{
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if (mpi_rval != MPI_SUCCESS) {
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if (mpi_rval != MPI_SUCCESS) {
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@@ -381,8 +383,9 @@ void print_test_name(bool use_buffers)
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}
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}
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template <typename S, int Dim>
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template <typename S, int Dim>
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void test(int device_id, uint32_t vendor_id, int world_size, int world_rank,
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void test_deriv(int device_id, uint32_t vendor_id, int world_size,
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int n_global, int n_iter, bool use_buffers, int n_warmup = 5)
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int world_rank, int n_global, int n_iter, bool use_buffers,
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int n_warmup = 5)
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{
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{
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// Note: domain will be n_global x n_global plus ghost points in one dimension
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// Note: domain will be n_global x n_global plus ghost points in one dimension
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@@ -568,6 +571,82 @@ void test(int device_id, uint32_t vendor_id, int world_size, int world_rank,
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}
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}
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}
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}
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template <typename S, int Dim>
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void test_sum(int device_id, uint32_t vendor_id, int world_size, int world_rank,
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int n_global, int n_iter, int n_warmup = 5)
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{
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// Note: domain will be n_global x n_global plus ghost points in one dimension
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const int n_local = n_global / world_size;
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int nx_local, ny_local;
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struct timespec start, end;
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double iter_time = 0.0;
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double total_time = 0.0;
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if constexpr (Dim == 0) {
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nx_local = n_local;
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ny_local = n_global;
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} else {
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nx_local = n_global;
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ny_local = n_local;
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}
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gt::shape_type<2> z_shape(nx_local, ny_local);
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gt::ext::gtensor2<double, 2, S> d_z(z_shape, PI / world_size);
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// reduction test
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gt::shape_type<1> sum_shape;
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if constexpr (Dim == 0) {
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sum_shape = gt::shape(d_z.shape(0));
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} else {
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sum_shape = gt::shape(d_z.shape(1));
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}
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gt::ext::gtensor2<double, 1, S> d_sum(sum_shape);
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gt::gtensor<double, 1> h_sum(sum_shape);
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for (int i = 0; i < n_warmup + n_iter; i++) {
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if constexpr (Dim == 0) {
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gt::sum_axis_to(d_sum, d_z, 0);
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gt::synchronize();
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clock_gettime(CLOCK_MONOTONIC, &start);
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CHECK(MPI_Allreduce(MPI_IN_PLACE, d_sum.data().get(), d_sum.size(),
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MPI_DOUBLE, MPI_SUM, MPI_COMM_WORLD));
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clock_gettime(CLOCK_MONOTONIC, &end);
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} else {
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gt::sum_axis_to(d_sum, d_z, 1);
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gt::synchronize();
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clock_gettime(CLOCK_MONOTONIC, &start);
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CHECK(MPI_Allreduce(MPI_IN_PLACE, d_sum.data().get(), d_sum.size(),
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MPI_DOUBLE, MPI_SUM, MPI_COMM_WORLD));
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clock_gettime(CLOCK_MONOTONIC, &end);
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}
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iter_time =
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((end.tv_sec - start.tv_sec) + (end.tv_nsec - start.tv_nsec) * 1.0e-9);
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if (i >= n_warmup) {
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total_time += iter_time;
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}
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}
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#ifdef DEBUG
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printf("%d/%d allreduce time %0.8f ms\n", world_rank, world_size,
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total_time / n_iter * 1000);
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#endif
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gt::copy(d_sum, h_sum);
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double time_sum;
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MPI_Reduce(&total_time, &time_sum, 1, MPI_DOUBLE, MPI_SUM, 0, MPI_COMM_WORLD);
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if (world_rank == 0) {
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print_test_name<Dim, S>(false);
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printf("; allreduce=%0.8f\n", time_sum);
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}
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}
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int main(int argc, char** argv)
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int main(int argc, char** argv)
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{
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{
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using S = gt::space::managed;
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using S = gt::space::managed;
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@@ -614,23 +693,32 @@ int main(int argc, char** argv)
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fflush(stdout);
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fflush(stdout);
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test<gt::space::device, 0>(device_id, vendor_id, world_size, world_rank,
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test_deriv<gt::space::device, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, true, 5);
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n_global, n_iter, true, 5);
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test<gt::space::device, 0>(device_id, vendor_id, world_size, world_rank,
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test_deriv<gt::space::device, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, false, 5);
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test<gt::space::managed, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, true, 5);
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test<gt::space::managed, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, false, 5);
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n_global, n_iter, false, 5);
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test_deriv<gt::space::managed, 0>(device_id, vendor_id, world_size,
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world_rank, n_global, n_iter, true, 5);
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test_deriv<gt::space::managed, 0>(device_id, vendor_id, world_size,
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world_rank, n_global, n_iter, false, 5);
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test<gt::space::device, 1>(device_id, vendor_id, world_size, world_rank,
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test_deriv<gt::space::device, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, true, 5);
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n_global, n_iter, true, 5);
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test<gt::space::device, 1>(device_id, vendor_id, world_size, world_rank,
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test_deriv<gt::space::device, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, false, 5);
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test<gt::space::managed, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, true, 5);
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test<gt::space::managed, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, false, 5);
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n_global, n_iter, false, 5);
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test_deriv<gt::space::managed, 1>(device_id, vendor_id, world_size,
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world_rank, n_global, n_iter, true, 5);
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test_deriv<gt::space::managed, 1>(device_id, vendor_id, world_size,
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world_rank, n_global, n_iter, false, 5);
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test_sum<gt::space::device, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, 5);
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test_sum<gt::space::managed, 0>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, 5);
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test_sum<gt::space::device, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, 5);
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test_sum<gt::space::managed, 1>(device_id, vendor_id, world_size, world_rank,
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n_global, n_iter, 5);
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MPI_Finalize();
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MPI_Finalize();
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