diff options
author | Birte Kristina Friesel <birte.friesel@uos.de> | 2023-12-15 14:07:05 +0100 |
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committer | Birte Kristina Friesel <birte.friesel@uos.de> | 2023-12-15 14:07:05 +0100 |
commit | b58839b84fc85465bcb62b6e73ec35900e83da11 (patch) | |
tree | 792efd72039ff12c4b330ed620dcdfac4f8c41e3 /Microbenchmarks | |
parent | eb118b2f743656434c0c77e5318eeacc38bd9924 (diff) |
MRAM latency benchmark: report DMA latency and bandwidth; merge r/w modes
Diffstat (limited to 'Microbenchmarks')
-rw-r--r-- | Microbenchmarks/MRAM-Latency/Makefile | 47 | ||||
-rw-r--r-- | Microbenchmarks/MRAM-Latency/dpu/copy.c | 17 | ||||
-rw-r--r-- | Microbenchmarks/MRAM-Latency/host/app.c | 65 | ||||
-rwxr-xr-x | Microbenchmarks/MRAM-Latency/run-transfer.sh | 32 | ||||
-rwxr-xr-x | Microbenchmarks/MRAM-Latency/support/common.h | 4 |
5 files changed, 81 insertions, 84 deletions
diff --git a/Microbenchmarks/MRAM-Latency/Makefile b/Microbenchmarks/MRAM-Latency/Makefile index b8dc7e2..ef75829 100644 --- a/Microbenchmarks/MRAM-Latency/Makefile +++ b/Microbenchmarks/MRAM-Latency/Makefile @@ -1,46 +1,37 @@ DPU_DIR := dpu -HOST_DIR := host -BUILDDIR ?= bin NR_TASKLETS ?= 16 BL ?= 8 NR_DPUS ?= 1 -OP ?= READ MEM ?= MRAM -define conf_filename - ${BUILDDIR}/.NR_DPUS_$(1)_NR_TASKLETS_$(2)_BL_$(3)_$(4)_$(5).conf -endef -CONF := $(call conf_filename,${NR_DPUS},${NR_TASKLETS},${BL},${OP},${MEM}) - -HOST_TARGET := ${BUILDDIR}/host_code -DPU_TARGET := ${BUILDDIR}/dpu_code - COMMON_INCLUDES := support -HOST_SOURCES := $(wildcard ${HOST_DIR}/*.c) -DPU_SOURCES := $(wildcard ${DPU_DIR}/*.c) +HOST_SOURCES := $(wildcard host/*.c) -.PHONY: all clean test +COMMON_FLAGS := -Wall -Wextra -g -I${COMMON_INCLUDES} +HOST_FLAGS := ${COMMON_FLAGS} -std=c11 -O3 `dpu-pkg-config --cflags --libs dpu` -DNR_TASKLETS=${NR_TASKLETS} -DNR_DPUS=${NR_DPUS} -DBL=${BL} -D${MEM} +DPU_FLAGS := ${COMMON_FLAGS} -O2 -flto -DNR_TASKLETS=${NR_TASKLETS} -DBL=${BL} -D${MEM} -__dirs := $(shell mkdir -p ${BUILDDIR}) +QUIET = @ -COMMON_FLAGS := -Wall -Wextra -g -I${COMMON_INCLUDES} -HOST_FLAGS := ${COMMON_FLAGS} -std=c11 -O3 `dpu-pkg-config --cflags --libs dpu` -DNR_TASKLETS=${NR_TASKLETS} -DNR_DPUS=${NR_DPUS} -DBL=${BL} -D${OP} -D${MEM} -DPU_FLAGS := ${COMMON_FLAGS} -O2 -flto -DNR_TASKLETS=${NR_TASKLETS} -DBL=${BL} -D${OP} -D${MEM} +ifdef verbose + QUIET = +endif -all: ${HOST_TARGET} ${DPU_TARGET} +all: bin/host_code bin/dpu_code -${CONF}: - $(RM) $(call conf_filename,*,*) - touch ${CONF} +bin: + ${QUIET}mkdir -p bin -${HOST_TARGET}: ${HOST_SOURCES} ${COMMON_INCLUDES} ${CONF} - $(CC) -o $@ ${HOST_SOURCES} ${HOST_FLAGS} +bin/host_code: ${HOST_SOURCES} ${COMMON_INCLUDES} bin + ${QUIET}${CC} -o $@ ${HOST_SOURCES} ${HOST_FLAGS} -${DPU_TARGET}: ${DPU_SOURCES} ${COMMON_INCLUDES} ${CONF} - dpu-upmem-dpurte-clang ${DPU_FLAGS} -o $@ ${DPU_SOURCES} +bin/dpu_code: dpu/copy.c ${COMMON_INCLUDES} bin + ${QUIET}dpu-upmem-dpurte-clang ${DPU_FLAGS} -o $@ dpu/copy.c clean: - $(RM) -r $(BUILDDIR) + ${QUIET}rm -rf bin test: all - ./${HOST_TARGET} + ${QUIET}bin/host_code + +.PHONY: all clean test diff --git a/Microbenchmarks/MRAM-Latency/dpu/copy.c b/Microbenchmarks/MRAM-Latency/dpu/copy.c index 5cfd141..de9cca8 100644 --- a/Microbenchmarks/MRAM-Latency/dpu/copy.c +++ b/Microbenchmarks/MRAM-Latency/dpu/copy.c @@ -45,7 +45,9 @@ int main_kernel1() { uint32_t input_size_dpu = DPU_INPUT_ARGUMENTS.size / sizeof(T); dpu_results_t *result = &DPU_RESULTS[tasklet_id]; - result->cycles = 0; + result->count = 0; + result->r_cycles = 0; + result->w_cycles = 0; // Address of the current processing block in MRAM uint32_t mram_base_addr_A = (uint32_t)(DPU_MRAM_HEAP_POINTER + (tasklet_id << BLOCK_SIZE_LOG2)); @@ -57,27 +59,20 @@ int main_kernel1() { for(unsigned int byte_index = 0; byte_index < input_size_dpu * sizeof(T); byte_index += BLOCK_SIZE * NR_TASKLETS){ __mram_ptr void const* address_A = (__mram_ptr void const*)(mram_base_addr_A + byte_index); __mram_ptr void* address_B = (__mram_ptr void*)(mram_base_addr_B + byte_index); -#ifdef READ // Barrier timer_start(&cycles); // START TIMER -#endif // Load cache with current MRAM block mram_read(address_A, cache_A, BLOCK_SIZE); -#ifdef READ // Barrier - result->cycles += timer_stop(&cycles); // STOP TIMER -#endif + result->r_cycles += timer_stop(&cycles); // STOP TIMER -#ifdef WRITE // Barrier timer_start(&cycles); // START TIMER -#endif // Write cache to current MRAM block mram_write(cache_A, address_B, BLOCK_SIZE); -#ifdef WRITE // Barrier - result->cycles += timer_stop(&cycles); // STOP TIMER -#endif + result->w_cycles += timer_stop(&cycles); // STOP TIMER + result->count += 1; } return 0; diff --git a/Microbenchmarks/MRAM-Latency/host/app.c b/Microbenchmarks/MRAM-Latency/host/app.c index c968749..3b5c530 100644 --- a/Microbenchmarks/MRAM-Latency/host/app.c +++ b/Microbenchmarks/MRAM-Latency/host/app.c @@ -22,6 +22,9 @@ #define DPU_BINARY "./bin/dpu_code" #endif +#define XSTR(x) STR(x) +#define STR(x) #x + // Pointer declaration static T* A; static T* B; @@ -30,7 +33,6 @@ 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] = (T) (rand()); @@ -50,17 +52,17 @@ int main(int argc, char **argv) { struct Params p = input_params(argc, argv); struct dpu_set_t dpu_set, dpu; + uint32_t clocks_per_sec; uint32_t nr_of_dpus; + uint32_t nr_of_ranks; // 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); + DPU_ASSERT(dpu_get_nr_ranks(dpu_set, &nr_of_ranks)); 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; assert(input_size % (nr_of_dpus * NR_TASKLETS) == 0 && "Input size!"); @@ -77,8 +79,6 @@ int main(int argc, char **argv) { // 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++) { @@ -89,7 +89,6 @@ int main(int argc, char **argv) { 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 @@ -106,7 +105,6 @@ int main(int argc, char **argv) { 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); @@ -126,24 +124,33 @@ int main(int argc, char **argv) { } #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), bufferB + input_size_dpu * i, input_size_dpu * sizeof(T))); #if PERF - results[i].cycles = 0; + DPU_ASSERT(dpu_copy_from(dpu, "CLOCKS_PER_SEC", 0, &clocks_per_sec, sizeof(clocks_per_sec))); // Retrieve tasklet timings for (unsigned int each_tasklet = 0; each_tasklet < NR_TASKLETS; each_tasklet++) { dpu_results_t result; - result.cycles = 0; + result.count = 0; + result.r_cycles = 0; + result.w_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; + printf("[::] DMA UPMEM | n_dpus=%d n_ranks=%d n_tasklets=%d e_type=%s n_elements=%u block_size_B=%d" + " | latency_mram_read_us=%f latency_mram_write_us=%f" + " throughput_dpu_mram_read_MBps=%f throughput_dpu_mram_write_MBps=%f" + " throughput_mram_read_MBps=%f throughput_mram_write_MBps=%f\n", + nr_of_dpus, nr_of_ranks, NR_TASKLETS, XSTR(T), input_size_dpu, BLOCK_SIZE, + ((double)result.r_cycles * 1e6 / clocks_per_sec) / result.count, + ((double)result.w_cycles * 1e6 / clocks_per_sec) / result.count, + input_size * sizeof(T) / ((double)result.r_cycles * 1e6 / clocks_per_sec), + input_size * sizeof(T) / ((double)result.w_cycles * 1e6 / clocks_per_sec), + input_size * sizeof(T) / ((double)result.r_cycles * 1e6 * NR_TASKLETS / clocks_per_sec), + input_size * sizeof(T) / ((double)result.w_cycles * 1e6 * NR_TASKLETS / clocks_per_sec)); } #endif i++; @@ -151,36 +158,7 @@ int main(int argc, char **argv) { 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; @@ -193,7 +171,6 @@ int main(int argc, char **argv) { } } 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"); } diff --git a/Microbenchmarks/MRAM-Latency/run-transfer.sh b/Microbenchmarks/MRAM-Latency/run-transfer.sh new file mode 100755 index 0000000..f4b8e08 --- /dev/null +++ b/Microbenchmarks/MRAM-Latency/run-transfer.sh @@ -0,0 +1,32 @@ +#!/bin/bash + +# The DPU application reads blocks of data from MRAM to WRAM via mram_read +# and copies blocks of data from WRAM to MRAM via mram_write. +# Each transfer handles BLOCK_SIZE (BL<<2) bytes via DMA. +# Each DPU reports its total runtime, i.e., the number of cycles accumulated +# over all mram_read or mram_write calls. +# Total data size is 8192 uint64 elements, so 65536 B (64 KiB) +# Overall throughput is 65536 B / dpu_seconds +# Per-DPU throughput is 65536 B / (dpu_seconds * nr_tasklets) +# Latency per mram_* call is dpu_seconds / dpu_count + +set -e + +( + +echo "prim-benchmarks MRAM microbenchmark (dfatool edition)" +echo "Started at $(date)" +echo "Revision $(git describe --always)" + +for ndpu in 1 4 8 16 32 48 64; do + for ntask in 1 2 4 8 12 16 20; do + for bl in 4 5 6 7 8 9 10 11; do + if make -B NR_DPUS=$ndpu NR_TASKLETS=$ntask BL=$bl; then + bin/host_code -w 0 -e 100 || true + fi + done + done +done +echo "Completed at $(date)" +) | tee "log-$(hostname).txt" +xz -v -9 -M 800M "log-$(hostname).txt" diff --git a/Microbenchmarks/MRAM-Latency/support/common.h b/Microbenchmarks/MRAM-Latency/support/common.h index 8e2e59b..ed2c69b 100755 --- a/Microbenchmarks/MRAM-Latency/support/common.h +++ b/Microbenchmarks/MRAM-Latency/support/common.h @@ -11,7 +11,9 @@ typedef struct { } dpu_arguments_t; typedef struct { - uint64_t cycles; + uint64_t r_cycles; + uint64_t w_cycles; + uint32_t count; } dpu_results_t; // Transfer size between MRAM and WRAM |