PrIM -- first commit

1 files changed, 221 insertions, 0 deletions

diff --git a/Microbenchmarks/Operational-Intensity/host/app.c b/Microbenchmarks/Operational-Intensity/host/app.c
new file mode 100644
index 0000000..1fc5f46
--- /dev/null
+++ b/Microbenchmarks/Operational-Intensity/host/app.c
@@ -0,0 +1,221 @@
+/**
+* app.c
+* Operational Intensity 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;
+
+// Create input arrays
+static void read_input(T* A, 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());
+    }
+}
+
+// Compute output in the host
+static void update_host(T* A, T scalar, unsigned int nr_elements, unsigned int rep, unsigned int str) {
+    for (unsigned int j = 0; j < nr_elements; j+=(BLOCK_SIZE / sizeof(T))) {
+        for (unsigned int r = 0; r < rep; r++){
+            for (unsigned int i = 0; i < BLOCK_SIZE / sizeof(T); i+=str){
+#ifdef ADD
+                A[j + i] += scalar; // ADD 
+#elif SUB
+                A[j + i] -= scalar; // SUB
+#elif MUL
+                A[j + i] *= scalar; // MUL 
+#elif DIV
+                A[j + i] /= scalar; // DIV
+#endif
+            }
+        }
+    }
+}
+
+// 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, NULL, &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;
+    double cc = 0;
+    double cc_min = 0;
+    const 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));
+    T *bufferA = A;
+
+    // Create an input file with arbitrary data
+    read_input(A, input_size);
+    memcpy(B, A, input_size * sizeof(T));
+
+    // Timer declaration
+    Timer timer;
+
+    printf("NR_TASKLETS\t%d\tBL\t%d\n", NR_TASKLETS, BL);
+	
+    unsigned int repetitions = p.repetitions >= 1.0 ? (unsigned int)p.repetitions : 1;
+    unsigned int stride = p.repetitions >= 1.0 ? 1 : (unsigned int)(1 / p.repetitions);
+
+    printf("p.repetitions\t%f\trepetitions\t%u\tstride\t%u\n", p.repetitions, repetitions, stride);
+
+    // Loop over main kernel
+    for(int rep = 0; rep < p.n_warmup + p.n_reps; rep++) {
+
+        // Compute output on CPU (performance comparison and verification purposes)
+        if(rep >= p.n_warmup)
+            start(&timer, 0, rep - p.n_warmup);
+        update_host(B, (T)p.n_reps /*use as a scalar*/, input_size, repetitions, stride);
+        if(rep >= p.n_warmup)
+            stop(&timer, 0);
+
+        printf("Load input data\n");
+        if(rep >= p.n_warmup)
+            start(&timer, 1, rep - p.n_warmup);
+        // Input arguments
+        const unsigned int input_size_dpu = input_size / nr_of_dpus;
+        unsigned int kernel = 0;
+        T scalar = (T)p.n_reps; // Just a scalar
+        dpu_arguments_t input_arguments = {input_size_dpu * sizeof(T), kernel, repetitions, stride, scalar};
+        DPU_ASSERT(dpu_copy_to(dpu_set, "DPU_INPUT_ARGUMENTS", 0, (const void *)&input_arguments, sizeof(input_arguments)));
+        // Copy input arrays
+        i = 0;
+        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++;
+        }
+        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);
+        dpu_results_t results[nr_of_dpus];
+        i = 0;
+        DPU_FOREACH (dpu_set, dpu) {
+            // Copy output array
+            DPU_ASSERT(dpu_copy_from(dpu, DPU_MRAM_HEAP_POINTER_NAME, input_size_dpu * sizeof(T), bufferA + input_size_dpu * i, input_size_dpu * sizeof(T)));
+
+#if PERF
+            results[i].cycles = 0;
+            // Retrieve tasklet timings
+            for (unsigned int each_tasklet = 0; each_tasklet < NR_TASKLETS; each_tasklet++) {
+                dpu_results_t result;
+                result.cycles = 0;
+                DPU_ASSERT(dpu_copy_from(dpu, "DPU_RESULTS", each_tasklet * sizeof(dpu_results_t), &result, sizeof(dpu_results_t)));
+                if (result.cycles > results[i].cycles)
+                    results[i].cycles = result.cycles;
+            }
+#endif
+            i++;
+        }
+        if(rep >= p.n_warmup)
+            stop(&timer, 3);
+
+#if PERF
+        uint64_t max_cycles = 0;
+        uint64_t min_cycles = 0xFFFFFFFFFFFFFFFF;
+        // Print performance results
+        if(rep >= p.n_warmup){
+            i = 0;
+            DPU_FOREACH(dpu_set, dpu) {
+                if(results[i].cycles > max_cycles)
+                    max_cycles = results[i].cycles;
+                if(results[i].cycles < min_cycles)
+                    min_cycles = results[i].cycles;
+                i++;
+            }
+            cc += (double)max_cycles;
+            cc_min += (double)min_cycles;
+        }
+#endif
+
+    }
+    printf("DPU cycles  = %g cc\n", cc / p.n_reps);
+
+    // Print timing results
+    printf("CPU ");
+    print(&timer, 0, p.n_reps);
+    printf("CPU-DPU ");
+    print(&timer, 1, p.n_reps);
+    printf("DPU Kernel ");
+    print(&timer, 2, p.n_reps);
+    printf("DPU-CPU ");
+    print(&timer, 3, p.n_reps);
+
+    // Check output
+    bool status = true;
+    for (i = 0; i < input_size; i++) {
+        if(B[i] != bufferA[i]){ 
+            status = false;
+#if PRINT
+            printf("%d: %u -- %u\n", i, B[i], bufferA[i]);
+#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);
+    DPU_ASSERT(dpu_free(dpu_set));
+	
+    return status ? 0 : -1;
+}