diff options
author | Birte Kristina Friesel <birte.friesel@uos.de> | 2024-02-28 15:34:35 +0100 |
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committer | Birte Kristina Friesel <birte.friesel@uos.de> | 2024-02-28 15:34:35 +0100 |
commit | 5082fdb5983715282db926cbbc2e251c81a99fc5 (patch) | |
tree | a3de0174a612cd0fc61db7c81a12e7d48f621f38 /HST-S | |
parent | d299f8cb13199844a7272c5d4479ac7d29920a6d (diff) |
HST-S: alloc overhead
Diffstat (limited to 'HST-S')
-rw-r--r-- | HST-S/Makefile | 6 | ||||
-rw-r--r-- | HST-S/host/app.c | 192 |
2 files changed, 139 insertions, 59 deletions
diff --git a/HST-S/Makefile b/HST-S/Makefile index de234d1..fdea674 100644 --- a/HST-S/Makefile +++ b/HST-S/Makefile @@ -2,13 +2,17 @@ NR_DPUS ?= 1 NR_TASKLETS ?= 16 BL ?= 10 ENERGY ?= 0 +WITH_ALLOC_OVERHEAD ?= 0 +WITH_LOAD_OVERHEAD ?= 0 +WITH_FREE_OVERHEAD ?= 0 +WITH_DPUINFO ?= 0 COMMON_INCLUDES := support HOST_SOURCES := $(wildcard host/*.c) DPU_SOURCES := $(wildcard dpu/*.c) COMMON_FLAGS := -Wall -Wextra -g -I${COMMON_INCLUDES} -DNR_TASKLETS=${NR_TASKLETS} -DNR_DPUS=${NR_DPUS} -DBL=${BL} -HOST_FLAGS := ${COMMON_FLAGS} -std=c11 -O3 `dpu-pkg-config --cflags --libs dpu` -DENERGY=${ENERGY} +HOST_FLAGS := ${COMMON_FLAGS} -std=c11 -O3 `dpu-pkg-config --cflags --libs dpu` -DENERGY=${ENERGY} -DWITH_ALLOC_OVERHEAD=${WITH_ALLOC_OVERHEAD} -DWITH_LOAD_OVERHEAD=${WITH_LOAD_OVERHEAD} -DWITH_FREE_OVERHEAD=${WITH_FREE_OVERHEAD} -DWITH_DPUINFO=${WITH_DPUINFO} DPU_FLAGS := ${COMMON_FLAGS} -O2 QUIET = @ diff --git a/HST-S/host/app.c b/HST-S/host/app.c index 7fe87c1..df728a8 100644 --- a/HST-S/host/app.c +++ b/HST-S/host/app.c @@ -30,6 +30,17 @@ #include <dpu_probe.h> #endif +#if WITH_DPUINFO +#include <dpu_management.h> +#include <dpu_target_macros.h> +#endif + +#if SDK_SINGLETHREADED +#define DPU_ALLOC_PROFILE "nrThreadsPerRank=0" +#else +#define DPU_ALLOC_PROFILE NULL +#endif + // Pointer declaration static T* A; static unsigned int* histo_host; @@ -83,23 +94,39 @@ int main(int argc, char **argv) { struct dpu_set_t dpu_set, dpu; uint32_t nr_of_dpus; - + uint32_t nr_of_ranks; + #if ENERGY struct dpu_probe_t probe; DPU_ASSERT(dpu_probe_init("energy_probe", &probe)); #endif + printf("WITH_ALLOC_OVERHEAD=%d WITH_LOAD_OVERHEAD=%d WITH_FREE_OVERHEAD=%d\n", WITH_ALLOC_OVERHEAD, WITH_LOAD_OVERHEAD, WITH_FREE_OVERHEAD); + + // Timer declaration + Timer timer; + // Allocate DPUs and load binary - DPU_ASSERT(dpu_alloc(NR_DPUS, NULL, &dpu_set)); +#if !WITH_ALLOC_OVERHEAD + DPU_ASSERT(dpu_alloc(NR_DPUS, DPU_ALLOC_PROFILE, &dpu_set)); + timer.time[0] = 0; // alloc +#endif +#if !WITH_LOAD_OVERHEAD 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); + DPU_ASSERT(dpu_get_nr_ranks(dpu_set, &nr_of_ranks)); + assert(nr_of_dpus == NR_DPUS); + timer.time[1] = 0; // load +#endif +#if !WITH_FREE_OVERHEAD + timer.time[6] = 0; // free +#endif unsigned int i = 0; unsigned int input_size; // Size of input image unsigned int dpu_s = p.dpu_s; if(p.exp == 0) - input_size = p.input_size * nr_of_dpus; // Size of input image + input_size = p.input_size * NR_DPUS; // Size of input image else if(p.exp == 1) input_size = p.input_size; // Size of input image else @@ -107,20 +134,20 @@ int main(int argc, char **argv) { const unsigned int input_size_8bytes = ((input_size * sizeof(T)) % 8) != 0 ? roundup(input_size, 8) : input_size; // Input size per DPU (max.), 8-byte aligned - const unsigned int input_size_dpu = divceil(input_size, nr_of_dpus); // Input size per DPU (max.) + const unsigned int input_size_dpu = divceil(input_size, NR_DPUS); // Input size per DPU (max.) const unsigned int input_size_dpu_8bytes = ((input_size_dpu * sizeof(T)) % 8) != 0 ? roundup(input_size_dpu, 8) : input_size_dpu; // Input size per DPU (max.), 8-byte aligned // Input/output allocation - A = malloc(input_size_dpu_8bytes * nr_of_dpus * sizeof(T)); + A = malloc(input_size_dpu_8bytes * NR_DPUS * sizeof(T)); T *bufferA = A; histo_host = malloc(p.bins * sizeof(unsigned int)); - histo = malloc(nr_of_dpus * p.bins * sizeof(unsigned int)); + histo = malloc(NR_DPUS * p.bins * sizeof(unsigned int)); // Create an input file with arbitrary data read_input(A, p); if(p.exp == 0){ - for(unsigned int j = 1; j < nr_of_dpus; j++){ + for(unsigned int j = 1; j < NR_DPUS; j++){ memcpy(&A[j * input_size_dpu_8bytes], &A[0], input_size_dpu_8bytes * sizeof(T)); } } @@ -129,40 +156,69 @@ int main(int argc, char **argv) { memcpy(&A[j * p.input_size], &A[0], p.input_size * sizeof(T)); } - // Timer declaration - Timer timer; - - printf("NR_TASKLETS\t%d\tBL\t%d\tinput_size\t%u\n", NR_TASKLETS, BL, input_size); - // Loop over main kernel for(int rep = 0; rep < p.n_warmup + p.n_reps; rep++) { memset(histo_host, 0, p.bins * sizeof(unsigned int)); - memset(histo, 0, nr_of_dpus * p.bins * sizeof(unsigned int)); + memset(histo, 0, NR_DPUS * p.bins * sizeof(unsigned int)); - // Compute output on CPU (performance comparison and verification purposes) - if(rep >= p.n_warmup) +#if WITH_ALLOC_OVERHEAD + if(rep >= p.n_warmup) { start(&timer, 0, 0); - histogram_host(histo_host, A, p.bins, p.input_size, 1, nr_of_dpus); - if(rep >= p.n_warmup) + } + DPU_ASSERT(dpu_alloc(NR_DPUS, DPU_ALLOC_PROFILE, &dpu_set)); + if(rep >= p.n_warmup) { stop(&timer, 0); - - printf("Load input data\n"); - if(rep >= p.n_warmup) + } +#endif +#if WITH_DPUINFO + printf("DPUs:"); + DPU_FOREACH (dpu_set, dpu) { + int rank = dpu_get_rank_id(dpu_get_rank(dpu_from_set(dpu))) & DPU_TARGET_MASK; + int slice = dpu_get_slice_id(dpu_from_set(dpu)); + int member = dpu_get_member_id(dpu_from_set(dpu)); + printf(" %d(%d.%d)", rank, slice, member); + } + printf("\n"); +#endif +#if WITH_LOAD_OVERHEAD + if(rep >= p.n_warmup) { start(&timer, 1, 0); + } + DPU_ASSERT(dpu_load(dpu_set, DPU_BINARY, NULL)); + if(rep >= p.n_warmup) { + stop(&timer, 1); + } + DPU_ASSERT(dpu_get_nr_dpus(dpu_set, &nr_of_dpus)); + DPU_ASSERT(dpu_get_nr_ranks(dpu_set, &nr_of_ranks)); + assert(nr_of_dpus == NR_DPUS); +#endif + + // Compute output on CPU (performance comparison and verification purposes) + if(rep >= p.n_warmup) { + start(&timer, 2, 0); + } + histogram_host(histo_host, A, p.bins, p.input_size, 1, NR_DPUS); + if(rep >= p.n_warmup) { + stop(&timer, 2); + } + + if(rep >= p.n_warmup) { + start(&timer, 3, 0); + } // Input arguments unsigned int kernel = 0; i = 0; dpu_arguments_t input_arguments[NR_DPUS]; - for(i=0; i<nr_of_dpus-1; i++) { + for(i=0; i<NR_DPUS-1; i++) { input_arguments[i].size=input_size_dpu_8bytes * sizeof(T); input_arguments[i].transfer_size=input_size_dpu_8bytes * sizeof(T); input_arguments[i].bins=p.bins; input_arguments[i].kernel=kernel; } - input_arguments[nr_of_dpus-1].size=(input_size_8bytes - input_size_dpu_8bytes * (NR_DPUS-1)) * sizeof(T); - input_arguments[nr_of_dpus-1].transfer_size=input_size_dpu_8bytes * sizeof(T); - input_arguments[nr_of_dpus-1].bins=p.bins; - input_arguments[nr_of_dpus-1].kernel=kernel; + input_arguments[NR_DPUS-1].size=(input_size_8bytes - input_size_dpu_8bytes * (NR_DPUS-1)) * sizeof(T); + input_arguments[NR_DPUS-1].transfer_size=input_size_dpu_8bytes * sizeof(T); + input_arguments[NR_DPUS-1].bins=p.bins; + input_arguments[NR_DPUS-1].kernel=kernel; // Copy input arrays i = 0; @@ -174,13 +230,13 @@ int main(int argc, char **argv) { DPU_ASSERT(dpu_prepare_xfer(dpu, bufferA + input_size_dpu_8bytes * i)); } DPU_ASSERT(dpu_push_xfer(dpu_set, DPU_XFER_TO_DPU, DPU_MRAM_HEAP_POINTER_NAME, 0, input_size_dpu_8bytes * sizeof(T), DPU_XFER_DEFAULT)); - if(rep >= p.n_warmup) - stop(&timer, 1); + if(rep >= p.n_warmup) { + stop(&timer, 3); + } - printf("Run program on DPU(s) \n"); // Run DPU kernel if(rep >= p.n_warmup) { - start(&timer, 2, 0); + start(&timer, 4, 0); #if ENERGY DPU_ASSERT(dpu_probe_start(&probe)); #endif @@ -188,7 +244,7 @@ int main(int argc, char **argv) { DPU_ASSERT(dpu_launch(dpu_set, DPU_SYNCHRONOUS)); if(rep >= p.n_warmup) { - stop(&timer, 2); + stop(&timer, 4); #if ENERGY DPU_ASSERT(dpu_probe_stop(&probe)); #endif @@ -206,10 +262,10 @@ int main(int argc, char **argv) { } #endif - printf("Retrieve results\n"); i = 0; - if(rep >= p.n_warmup) - start(&timer, 3, 0); + if(rep >= p.n_warmup) { + start(&timer, 5, 0); + } // PARALLEL RETRIEVE TRANSFER DPU_FOREACH(dpu_set, dpu, i) { DPU_ASSERT(dpu_prepare_xfer(dpu, histo + p.bins * i)); @@ -217,40 +273,60 @@ int main(int argc, char **argv) { DPU_ASSERT(dpu_push_xfer(dpu_set, DPU_XFER_FROM_DPU, DPU_MRAM_HEAP_POINTER_NAME, input_size_dpu_8bytes * sizeof(T), p.bins * sizeof(unsigned int), DPU_XFER_DEFAULT)); // Final histogram merging - for(i = 1; i < nr_of_dpus; i++){ + for(i = 1; i < NR_DPUS; i++){ for(unsigned int j = 0; j < p.bins; j++){ histo[j] += histo[j + i * p.bins]; } } - if(rep >= p.n_warmup) - stop(&timer, 3); + if(rep >= p.n_warmup) { + stop(&timer, 5); + } + +#if WITH_ALLOC_OVERHEAD +#if WITH_FREE_OVERHEAD + if(rep >= p.n_warmup) { + start(&timer, 6, 0); + } +#endif + DPU_ASSERT(dpu_free(dpu_set)); +#if WITH_FREE_OVERHEAD + if(rep >= p.n_warmup) { + stop(&timer, 6); + } +#endif +#endif if (rep >= p.n_warmup) { - printf("[::] HST-S NMC | n_dpus=%d n_tasklets=%d e_type=%s n_elements=%u n_bins=%d " - "| throughput_cpu_MBps=%f throughput_pim_MBps=%f throughput_MBps=%f", - nr_of_dpus, NR_TASKLETS, XSTR(T), input_size, p.bins, - input_size * sizeof(T) / timer.time[0], + printf("[::] HST-S UPMEM | n_dpus=%d n_ranks=%d n_tasklets=%d e_type=%s n_elements=%d n_bins=%d b_sdk_singlethreaded=%d ", + nr_of_dpus, nr_of_ranks, NR_TASKLETS, XSTR(T), input_size, p.bins, SDK_SINGLETHREADED); + printf("| latency_alloc_us=%f latency_load_us=%f latency_cpu_us=%f latency_write_us=%f latency_kernel_us=%f latency_read_us=%f latency_free_us=%f", + timer.time[0], + timer.time[1], + timer.time[2], + timer.time[3], + timer.time[4], + timer.time[5], + timer.time[6]); + printf(" throughput_cpu_MBps=%f throughput_upmem_kernel_MBps=%f throughput_upmem_total_MBps=%f", input_size * sizeof(T) / timer.time[2], - input_size * sizeof(T) / (timer.time[1] + timer.time[2] + timer.time[3])); - printf(" throughput_cpu_MOpps=%f throughput_pim_MOpps=%f throughput_MOpps=%f", - input_size / timer.time[0], + input_size * sizeof(T) / (timer.time[4]), + input_size * sizeof(T) / (timer.time[0] + timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5] + timer.time[6])); + printf(" throughput_upmem_wxr_MBps=%f throughput_upmem_lwxr_MBps=%f throughput_upmem_alwxr_MBps=%f", + input_size * sizeof(T) / (timer.time[3] + timer.time[4] + timer.time[5]), + input_size * sizeof(T) / (timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5]), + input_size * sizeof(T) / (timer.time[0] + timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5])); + printf(" throughput_cpu_MOpps=%f throughput_upmem_kernel_MOpps=%f throughput_upmem_total_MOpps=%f", input_size / timer.time[2], - input_size / (timer.time[1] + timer.time[2] + timer.time[3])); - printall(&timer, 3); + input_size / (timer.time[4]), + input_size / (timer.time[0] + timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5] + timer.time[6])); + printf(" throughput_upmem_wxr_MOpps=%f throughput_upmem_lwxr_MOpps=%f throughput_upmem_alwxr_MOpps=%f\n", + input_size / (timer.time[3] + timer.time[4] + timer.time[5]), + input_size / (timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5]), + input_size / (timer.time[0] + timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5])); } } - // 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); - #if ENERGY double energy; DPU_ASSERT(dpu_probe_get(&probe, DPU_ENERGY, DPU_AVERAGE, &energy)); @@ -279,10 +355,10 @@ int main(int argc, char **argv) { } else for (unsigned int j = 0; j < p.bins; j++) { - if(nr_of_dpus * histo_host[j] != histo[j]){ + if(NR_DPUS * histo_host[j] != histo[j]){ status = false; #if PRINT - printf("%u - %u: %u -- %u\n", j, j, nr_of_dpus * histo_host[j], histo[j]); + printf("%u - %u: %u -- %u\n", j, j, NR_DPUS * histo_host[j], histo[j]); #endif } } |