/** * app.c * CPU-DPU Communication Host Application Source File * */ #include #include #include #include #include #include #include #include #include #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 #define XSTR(x) STR(x) #define STR(x) #x // Pointer declaration static T* A; static T* B; static T* C; static T* C2; static const char transfer_mode[] = #if SERIAL "SERIAL" #elif BROADCAST "BROADCAST" #else "PUSH" #endif ; // 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; uint32_t nr_of_ranks; char ntpp[24]; // Timer declaration Timer timer; snprintf(ntpp, 24, "nrThreadPerPool=%d", p.n_threads); // Allocate DPUs and load binary start(&timer, 4, 0); DPU_ASSERT(dpu_alloc(NR_DPUS, ntpp, &dpu_set)); stop(&timer, 4); start(&timer, 5, 0); DPU_ASSERT(dpu_load(dpu_set, DPU_BINARY, NULL)); stop(&timer, 5); start(&timer, 6, 0); DPU_ASSERT(dpu_get_nr_dpus(dpu_set, &nr_of_dpus)); DPU_ASSERT(dpu_get_nr_ranks(dpu_set, &nr_of_ranks)); stop(&timer, 6); //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; //printf("Load input data\n"); // Input arguments const unsigned int input_size_dpu = input_size / nr_of_dpus; #ifdef BROADCAST const unsigned int transfer_size = input_size; #else const unsigned int transfer_size = input_size; #endif // 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); //printf("NR_TASKLETS\t%d\tBL\t%d\n", NR_TASKLETS, BL); printf("[::] NMC reconfiguration | n_dpus=%d n_tasklets=%d n_nops=%d e_type=%s n_elements=%u e_mode=%s" " | latency_dpu_alloc_us=%f latency_dpu_load_us=%f latency_dpu_get_us=%f\n", nr_of_dpus, NR_TASKLETS, p.n_nops, XSTR(T), transfer_size, transfer_mode, timer.time[4], timer.time[5], timer.time[6]); // Loop over main kernel for(int rep = 0; rep < p.n_warmup + p.n_reps; rep++) { // Copy input arrays if(rep >= p.n_warmup) start(&timer, 1, 0); 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 * 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, 0); // empty kernel -> measure communication overhead 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, 0); 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); if (rep >= p.n_warmup) { printf("[::] transfer UPMEM | n_dpus=%d n_ranks=%d n_tasklets=%d n_nops=%d e_type=%s n_elements=%u e_mode=%s" " | throughput_dram_mram_MBps=%f throughput_mram_dram_MBps=%f", nr_of_dpus, nr_of_ranks, NR_TASKLETS, p.n_nops, XSTR(T), transfer_size, transfer_mode, transfer_size * sizeof(T) / timer.time[1], transfer_size * sizeof(T) / timer.time[3]); printf(" throughput_dram_mram_MOpps=%f throughput_mram_dram_MOpps=%f", transfer_size / timer.time[1], transfer_size / timer.time[3]); printf(" latency_dpu_launch_us=%f\n", timer.time[2]); } } // Print timing results /* printf("CPU-DPU "); print(&timer, 1, p.n_reps); double time_load = timer.time[1] / (1000 * 1); 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 * 1); printf("DPU-CPU Bandwidth (GB/s): %f\n", (input_size * 8)/(time_retrieve*1e6)); */ // Check output bool status = true; #ifdef BROADCASTX 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; }