Fetched improvements to benchmarks from the mpi-paper-benchmarks branch
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@@ -149,30 +149,6 @@ main(int argc, char** argv)
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}
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}*/
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/*
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// Basic
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const size_t num_iters = 100;
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// Warmup
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for (size_t i = 0; i < num_iters / 10; ++i)
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acGridIntegrate(STREAM_DEFAULT, FLT_EPSILON);
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// Benchmark
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Timer t;
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const AcReal dt = FLT_EPSILON;
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acGridSynchronizeStream(STREAM_ALL);
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timer_reset(&t);
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acGridSynchronizeStream(STREAM_ALL);
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for (size_t i = 0; i < num_iters; ++i)
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acGridIntegrate(STREAM_DEFAULT, dt);
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acGridSynchronizeStream(STREAM_ALL);
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if (!pid)
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timer_diff_print(t);
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acGridSynchronizeStream(STREAM_ALL);
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*/
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// Percentiles
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const size_t num_iters = 1000;
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@@ -217,47 +193,6 @@ main(int argc, char** argv)
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fclose(fp);
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}
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/*
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const size_t num_iters = 1000;
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const double nth_percentile = 0.90;
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std::vector<double> results; // ms
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results.reserve(num_iters);
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for (size_t i = 0; i < num_iters; ++i) {
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acGridSynchronizeStream(STREAM_ALL);
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timer_reset(&t);
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acGridSynchronizeStream(STREAM_ALL);
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acGridIntegrate(STREAM_DEFAULT, dt);
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acGridSynchronizeStream(STREAM_ALL);
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results.push_back(timer_diff_nsec(t) / 1e6);
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}
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// Write benchmark to file
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if (!pid) {
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std::sort(results.begin(), results.end(),
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[](const double& a, const double& b) { return a < b; });
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fprintf(stdout,
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"Integration step time %g ms (%gth "
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"percentile)--------------------------------------\n",
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results[nth_percentile * num_iters], 100 * nth_percentile);
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char path[4096] = "";
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if (test == TEST_STRONG_SCALING)
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strncpy(path, "strong_scaling.csv", sizeof(path));
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else if (test == TEST_WEAK_SCALING)
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strncpy(path, "weak_scaling.csv", sizeof(path));
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else
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ERROR("Invalid test type");
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FILE* fp = fopen(path, "a");
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ERRCHK_ALWAYS(fp);
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// Format
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// nprocs, measured (ms)
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fprintf(fp, "%d, %g\n", nprocs, results[nth_percentile * num_iters]);
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fclose(fp);
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}*/
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acGridQuit();
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MPI_Finalize();
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@@ -2,11 +2,12 @@
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#include <math.h>
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#include <stdio.h>
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#include <stdlib.h>
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#include <string.h>
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int
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main(void)
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{
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const int max_nprocs = 128;
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const int max_nprocs = 64;
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for (int nprocs = 1; nprocs <= max_nprocs; nprocs *= 2) {
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char filename[4096];
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sprintf(filename, "benchmark_%d.sh", nprocs);
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@@ -18,10 +19,11 @@ main(void)
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fprintf(fp, "#!/bin/bash\n");
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fprintf(fp, "#BATCH --job-name=astaroth\n");
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fprintf(fp, "#SBATCH --account=project_2000403\n");
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fprintf(fp, "#SBATCH --time=00:14:59\n");
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fprintf(fp, "#SBATCH --time=03:00:00\n");
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fprintf(fp, "#SBATCH --mem=32000\n");
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fprintf(fp, "#SBATCH --partition=gpu\n");
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fprintf(fp, "#SBATCH --cpus-per-task=10\n");
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fprintf(fp, "#SBATCH --output=benchmark-%d-%%j.out\n", nprocs);
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// fprintf(fp, "#SBATCH --cpus-per-task=10\n");
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// nprocs, nodes, gpus
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const int max_gpus_per_node = 4;
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@@ -30,30 +32,62 @@ main(void)
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fprintf(fp, "#SBATCH --gres=gpu:v100:%d\n", gpus_per_node);
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fprintf(fp, "#SBATCH -n %d\n", nprocs);
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fprintf(fp, "#SBATCH -N %d\n", nodes);
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//fprintf(fp, "#SBATCH --exclusive\n");
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if (nprocs > 4)
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// fprintf(fp, "#SBATCH --exclusive\n");
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if (nprocs >= 4)
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fprintf(fp, "#SBATCH --ntasks-per-socket=2\n");
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// Modules
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// OpenMPI
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fprintf(fp, "module load gcc/8.3.0 cuda/10.1.168 cmake openmpi nccl\n");
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fprintf(fp, "module load gcc/8.3.0 cuda/10.1.168 cmake openmpi/4.0.3-cuda nccl\n");
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//fprintf(fp, "export UCX_TLS=rc,sm,cuda_copy,gdr_copy,cuda_ipc\n"); // https://www.open-mpi.org/fa
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//fprintf(fp, "export PSM2_CUDA=1\nexport PSM2_GPUDIRECT=1\n");
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//if (nprocs >= 32)
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// fprintf(fp, "export UCX_TLS=ud_x,cuda_copy,gdr_copy,cuda_ipc\n"); // https://www.open-mpi.org/fa
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// HPCX
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//fprintf(fp, "module load gcc/8.3.0 cuda/10.1.168 cmake hpcx-mpi/2.5.0-cuda nccl\n");
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fprintf(fp, "export UCX_MEMTYPE_CACHE=n\n");
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//fprintf(fp, "export UCX_MEMTYPE_CACHE=n\n"); // Workaround for bug in hpcx-mpi/2.5.0
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// Profile and run
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//fprintf(fp, "mkdir -p profile_%d\n", nprocs);
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// fprintf(fp, "mkdir -p profile_%d\n", nprocs);
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/*
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const int nx = 256; // max size 1792;
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const int ny = nx;
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const int nz = nx;
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/*
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fprintf(fp,
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//"srun nvprof --annotate-mpi openmpi -o profile_%d/%%p.nvprof ./benchmark %d %d "
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//"%d\n",
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"srun ./benchmark %d %d %d\n", nx, ny, nz);
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*/
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fprintf(fp, "srun ./benchmark %d %d %d\n", nx, ny, nz);
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// fprintf(fp, "srun ./benchmark %d %d %d\n", nx, ny, nz);
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const char* files[] = {
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"benchmark_decomp_1D", "benchmark_decomp_2D", "benchmark_decomp_3D",
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"benchmark_decomp_1D_comm", "benchmark_decomp_2D_comm", "benchmark_decomp_3D_comm",
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"benchmark_meshsize_256", "benchmark_meshsize_512", "benchmark_meshsize_1024",
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"benchmark_meshsize_1792", "benchmark_stencilord_2", "benchmark_stencilord_4",
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"benchmark_stencilord_6", "benchmark_stencilord_8", "benchmark_timings_control",
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"benchmark_timings_comp", "benchmark_timings_comm", "benchmark_timings_default",
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"benchmark_timings_corners", "benchmark_weak_128", "benchmark_weak_256",
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"benchmark_weak_448",
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};
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for (size_t i = 0; i < sizeof(files) / sizeof(files[0]); ++i) {
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int nn = 256;
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if (strcmp(files[i], "benchmark_meshsize_512") == 0)
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nn = 512;
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else if (strcmp(files[i], "benchmark_meshsize_1024") == 0)
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nn = 1024;
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else if (strcmp(files[i], "benchmark_meshsize_1792") == 0)
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nn = 1792;
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else if (strcmp(files[i], "benchmark_weak_128") == 0)
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nn = 128;
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else if (strcmp(files[i], "benchmark_weak_448") == 0)
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nn = 448;
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fprintf(fp, "$(cd %s && srun ./benchmark %d %d %d && cd ..)\n", files[i], nn, nn, nn);
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}
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fclose(fp);
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}
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