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authorJuan Gomez Luna <juan.gomez@safari.ethz.ch>2021-06-16 19:46:05 +0200
committerJuan Gomez Luna <juan.gomez@safari.ethz.ch>2021-06-16 19:46:05 +0200
commit3de4b495fb176eba9a0eb517a4ce05903cb67acb (patch)
treefc6776a94549d2d4039898f183dbbeb2ce013ba9 /Microbenchmarks/CPU-DPU/host
parentef5c3688c486b80a56d3c1cded25f2b2387f2668 (diff)
PrIM -- first commit
Diffstat (limited to 'Microbenchmarks/CPU-DPU/host')
-rw-r--r--Microbenchmarks/CPU-DPU/host/app.c188
1 files changed, 188 insertions, 0 deletions
diff --git a/Microbenchmarks/CPU-DPU/host/app.c b/Microbenchmarks/CPU-DPU/host/app.c
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+++ b/Microbenchmarks/CPU-DPU/host/app.c
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+/**
+* app.c
+* CPU-DPU Communication Host Application Source File
+*
+*/
+#include <stdio.h>
+#include <stdlib.h>
+#include <stdbool.h>
+#include <string.h>
+#include <dpu.h>
+#include <dpu_log.h>
+#include <unistd.h>
+#include <getopt.h>
+#include <assert.h>
+
+#include "../support/common.h"
+#include "../support/timer.h"
+#include "../support/params.h"
+
+// Define the DPU Binary path as DPU_BINARY here
+#ifndef DPU_BINARY
+#define DPU_BINARY "./bin/dpu_code"
+#endif
+
+// Pointer declaration
+static T* A;
+static T* B;
+static T* C;
+static T* C2;
+
+// Create input arrays
+static void read_input(T* A, T* B, unsigned int nr_elements) {
+ srand(0);
+ printf("nr_elements\t%u\t", nr_elements);
+ for (unsigned int i = 0; i < nr_elements; i++) {
+ A[i] = (T) (rand());
+ B[i] = A[i];
+ }
+}
+
+// Main of the Host Application
+int main(int argc, char **argv) {
+
+ struct Params p = input_params(argc, argv);
+
+ struct dpu_set_t dpu_set, dpu;
+ uint32_t nr_of_dpus;
+
+ // Allocate DPUs and load binary
+ DPU_ASSERT(dpu_alloc(NR_DPUS, "nrThreadPerPool=8", &dpu_set));
+ DPU_ASSERT(dpu_load(dpu_set, DPU_BINARY, NULL));
+ DPU_ASSERT(dpu_get_nr_dpus(dpu_set, &nr_of_dpus));
+ printf("Allocated %d DPU(s)\n", nr_of_dpus);
+
+ unsigned int i = 0;
+ unsigned int input_size = p.exp == 0 ? p.input_size * nr_of_dpus : p.input_size;
+
+ // Input/output allocation
+ A = malloc(input_size * sizeof(T));
+ B = malloc(input_size * sizeof(T));
+ C = malloc(input_size * sizeof(T));
+ C2 = malloc(input_size * sizeof(T));
+ T *bufferA = A;
+ T *bufferC = C;
+
+ // Create an input file with arbitrary data
+ read_input(A, B, input_size);
+
+ // Timer declaration
+ Timer timer;
+
+ printf("NR_TASKLETS\t%d\tBL\t%d\n", NR_TASKLETS, BL);
+
+ // Loop over main kernel
+ for(int rep = 0; rep < p.n_warmup + p.n_reps; rep++) {
+
+ printf("Load input data\n");
+ // Input arguments
+ const unsigned int input_size_dpu = input_size / nr_of_dpus;
+ // Copy input arrays
+ if(rep >= p.n_warmup)
+ start(&timer, 1, rep - p.n_warmup);
+ i = 0;
+#ifdef SERIAL
+ DPU_FOREACH (dpu_set, dpu) {
+ DPU_ASSERT(dpu_copy_to(dpu, DPU_MRAM_HEAP_POINTER_NAME, 0, bufferA + input_size_dpu * i, input_size_dpu * sizeof(T)));
+ i++;
+ }
+#elif BROADCAST
+ DPU_ASSERT(dpu_broadcast_to(dpu_set, DPU_MRAM_HEAP_POINTER_NAME, 0, bufferA, input_size_dpu * sizeof(T), DPU_XFER_DEFAULT));
+#else
+ DPU_FOREACH(dpu_set, dpu, i) {
+ DPU_ASSERT(dpu_prepare_xfer(dpu, bufferA + input_size_dpu * i));
+ }
+ DPU_ASSERT(dpu_push_xfer(dpu_set, DPU_XFER_TO_DPU, DPU_MRAM_HEAP_POINTER_NAME, 0, input_size_dpu * sizeof(T), DPU_XFER_DEFAULT));
+#endif
+ if(rep >= p.n_warmup)
+ stop(&timer, 1);
+
+ printf("Run program on DPU(s) \n");
+ // Run DPU kernel
+ if(rep >= p.n_warmup)
+ start(&timer, 2, rep - p.n_warmup);
+ //DPU_ASSERT(dpu_launch(dpu_set, DPU_SYNCHRONOUS));
+ if(rep >= p.n_warmup)
+ stop(&timer, 2);
+
+#if PRINT
+ {
+ unsigned int each_dpu = 0;
+ printf("Display DPU Logs\n");
+ DPU_FOREACH (dpu_set, dpu) {
+ printf("DPU#%d:\n", each_dpu);
+ DPU_ASSERT(dpulog_read_for_dpu(dpu.dpu, stdout));
+ each_dpu++;
+ }
+ }
+#endif
+
+ printf("Retrieve results\n");
+ if(rep >= p.n_warmup)
+ start(&timer, 3, rep - p.n_warmup);
+ i = 0;
+#ifdef SERIAL
+ DPU_FOREACH (dpu_set, dpu) {
+ DPU_ASSERT(dpu_copy_from(dpu, DPU_MRAM_HEAP_POINTER_NAME, 0, bufferC + input_size_dpu * i, input_size_dpu * sizeof(T)));
+ i++;
+ }
+#else
+ DPU_FOREACH(dpu_set, dpu, i) {
+ DPU_ASSERT(dpu_prepare_xfer(dpu, bufferC + input_size_dpu * i));
+ }
+ DPU_ASSERT(dpu_push_xfer(dpu_set, DPU_XFER_FROM_DPU, DPU_MRAM_HEAP_POINTER_NAME, 0, input_size_dpu * sizeof(T), DPU_XFER_DEFAULT));
+#endif
+ if(rep >= p.n_warmup)
+ stop(&timer, 3);
+
+ }
+
+ // Print timing results
+ printf("CPU-DPU ");
+ print(&timer, 1, p.n_reps);
+ double time_load = timer.time[1] / (1000 * p.n_reps);
+ printf("CPU-DPU Bandwidth (GB/s): %f\n", (input_size * 8)/(time_load*1e6));
+ printf("DPU Kernel ");
+ print(&timer, 2, p.n_reps);
+ printf("\n");
+ printf("DPU-CPU ");
+ print(&timer, 3, p.n_reps);
+ double time_retrieve = timer.time[3] / (1000 * p.n_reps);
+ printf("DPU-CPU Bandwidth (GB/s): %f\n", (input_size * 8)/(time_retrieve*1e6));
+
+ // Check output
+ bool status = true;
+#ifdef BROADCAST
+ for (i = 0; i < input_size/nr_of_dpus; i++) {
+ if(B[i] != bufferC[i]){
+ status = false;
+#if PRINT
+ printf("%d: %u -- %u\n", i, B[i], bufferA[i]);
+#endif
+ }
+ }
+#else
+ for (i = 0; i < input_size; i++) {
+ if(B[i] != bufferC[i]){
+ status = false;
+#if PRINT
+ printf("%d: %u -- %u\n", i, B[i], bufferA[i]);
+#endif
+ }
+ }
+#endif
+ if (status) {
+ printf("[" ANSI_COLOR_GREEN "OK" ANSI_COLOR_RESET "] Outputs are equal\n");
+ } else {
+ printf("[" ANSI_COLOR_RED "ERROR" ANSI_COLOR_RESET "] Outputs differ!\n");
+ }
+
+ // Deallocation
+ free(A);
+ free(B);
+ free(C);
+ free(C2);
+ DPU_ASSERT(dpu_free(dpu_set));
+
+ return status ? 0 : -1;
+}