diff options
author | Birte Kristina Friesel <birte.friesel@uos.de> | 2023-11-27 16:39:49 +0100 |
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committer | Birte Kristina Friesel <birte.friesel@uos.de> | 2023-11-27 16:39:49 +0100 |
commit | fb3a54194847c121a6a0264e09826dcad31caae5 (patch) | |
tree | 9cb6043fca961447249941bff1a8493df79a305b /Microbenchmarks | |
parent | 75285b31e024f7fe3b87bca8de4b761cd7df3aa7 (diff) |
STREAM: Add alloc/load overhead, n_ranks, and n_elements
Diffstat (limited to 'Microbenchmarks')
-rw-r--r-- | Microbenchmarks/STREAM/Makefile | 7 | ||||
-rw-r--r-- | Microbenchmarks/STREAM/host/app.c | 197 | ||||
-rwxr-xr-x | Microbenchmarks/STREAM/run.sh | 20 | ||||
-rw-r--r-- | Microbenchmarks/STREAM/support/timer.h | 6 |
4 files changed, 169 insertions, 61 deletions
diff --git a/Microbenchmarks/STREAM/Makefile b/Microbenchmarks/STREAM/Makefile index 067e7f9..af3c47e 100644 --- a/Microbenchmarks/STREAM/Makefile +++ b/Microbenchmarks/STREAM/Makefile @@ -5,13 +5,18 @@ T ?= uint64_t OP ?= copy MEM ?= MRAM UNROLL ?= 1 +WITH_ALLOC_OVERHEAD ?= 0 +WITH_LOAD_OVERHEAD ?= 0 +WITH_FREE_OVERHEAD ?= 0 +WITH_DPUINFO ?= 0 +SDK_SINGLETHREADED ?= 0 DPU_SOURCES = dpu/${OP}.c HOST_SOURCES = $(wildcard host/*.c) COMMON_INCLUDES = support COMMON_FLAGS = -Wall -Wextra -O2 -I${COMMON_INCLUDES} -DNR_DPUS=${NR_DPUS} -DNR_TASKLETS=${NR_TASKLETS} -DBL=${BL} -DT=${T} -D${OP} -D${MEM} -DUNROLL=${UNROLL} -HOST_FLAGS = ${COMMON_FLAGS} -std=c11 `dpu-pkg-config --cflags --libs dpu` +HOST_FLAGS = ${COMMON_FLAGS} -std=c11 `dpu-pkg-config --cflags --libs dpu` -DWITH_ALLOC_OVERHEAD=${WITH_ALLOC_OVERHEAD} -DWITH_LOAD_OVERHEAD=${WITH_LOAD_OVERHEAD} -DWITH_FREE_OVERHEAD=${WITH_FREE_OVERHEAD} -DWITH_DPUINFO=${WITH_DPUINFO} -DSDK_SINGLETHREADED=${SDK_SINGLETHREADED} DPU_FLAGS = ${COMMON_FLAGS} -flto QUIET = @ diff --git a/Microbenchmarks/STREAM/host/app.c b/Microbenchmarks/STREAM/host/app.c index c75d71b..af03fed 100644 --- a/Microbenchmarks/STREAM/host/app.c +++ b/Microbenchmarks/STREAM/host/app.c @@ -25,6 +25,17 @@ #define XSTR(x) STR(x) #define STR(x) #x +#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 T* B; @@ -92,22 +103,38 @@ int main(int argc, char **argv) { struct dpu_set_t dpu_set, dpu; uint32_t nr_of_dpus; - + uint32_t nr_of_ranks; + + 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; double cc = 0; double cc_min = 0; - const unsigned int input_size = p.exp == 0 ? p.input_size * nr_of_dpus : p.input_size; + const unsigned int input_size = p.exp == 0 ? p.input_size * NR_DPUS : p.input_size; #if defined(add) || defined(triad) - const unsigned int n_arrays = 3; -#else const unsigned int n_arrays = 2; +#else + const unsigned int n_arrays = 1; #endif // Input/output allocation @@ -124,30 +151,59 @@ int main(int argc, char **argv) { // 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++) { - // 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); + } + DPU_ASSERT(dpu_alloc(NR_DPUS, DPU_ALLOC_PROFILE, &dpu_set)); + if(rep >= p.n_warmup) { + stop(&timer, 0); + } +#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); + } #if defined(add) || defined(triad) stream_host(C2, B, A, input_size); #else stream_host(C2, A, input_size); #endif - if(rep >= p.n_warmup) - stop(&timer, 0); + if(rep >= p.n_warmup) { + stop(&timer, 2); + } - //printf("Load input data\n"); - if(rep >= p.n_warmup) - start(&timer, 1, 0); + if(rep >= p.n_warmup) { + start(&timer, 3, 0); + } // Input arguments - const unsigned int input_size_dpu = input_size / nr_of_dpus; + const unsigned int input_size_dpu = input_size / NR_DPUS; unsigned int kernel = 0; dpu_arguments_t input_arguments = {input_size_dpu * sizeof(T), kernel}; DPU_ASSERT(dpu_copy_to(dpu_set, "DPU_INPUT_ARGUMENTS", 0, (const void *)&input_arguments, sizeof(input_arguments))); @@ -160,16 +216,18 @@ int main(int argc, char **argv) { #endif i++; } - 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); + if(rep >= p.n_warmup) { + start(&timer, 4, 0); + } DPU_ASSERT(dpu_launch(dpu_set, DPU_SYNCHRONOUS)); - if(rep >= p.n_warmup) - stop(&timer, 2); + if(rep >= p.n_warmup) { + stop(&timer, 4); + } #if PRINT { @@ -183,10 +241,10 @@ int main(int argc, char **argv) { } #endif - //printf("Retrieve results\n"); - if(rep >= p.n_warmup) - start(&timer, 3, 0); - dpu_results_t results[nr_of_dpus]; + if(rep >= p.n_warmup) { + start(&timer, 5, 0); + } + dpu_results_t results[NR_DPUS]; i = 0; DPU_FOREACH (dpu_set, dpu) { // Copy output array @@ -197,8 +255,9 @@ int main(int argc, char **argv) { #endif i++; } - if(rep >= p.n_warmup) - stop(&timer, 3); + if(rep >= p.n_warmup) { + stop(&timer, 5); + } #if PERF i = 0; DPU_FOREACH (dpu_set, dpu) { @@ -233,34 +292,72 @@ int main(int argc, char **argv) { } #endif - // Check output - bool status = true; - for (i = 0; i < input_size; i++) { +#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 + + // Check output + bool status = true; + for (i = 0; i < input_size; i++) { #if defined(add) || defined(triad) - if(C2[i] != bufferC[i]){ + if(C2[i] != bufferC[i]){ #else - if(C2[i] != bufferB[i]){ + if(C2[i] != bufferB[i]){ #endif - status = false; + status = false; #if PRINT #if defined(add) || defined(triad) - printf("%d: %u -- %u\n", i, C2[i], bufferC[i]); + printf("%d: %u -- %u\n", i, C2[i], bufferC[i]); #else - printf("%d: %u -- %u\n", i, C2[i], bufferB[i]); + printf("%d: %u -- %u\n", i, C2[i], bufferB[i]); #endif #endif + } + } + + if (status) { + printf("[" ANSI_COLOR_GREEN "OK" ANSI_COLOR_RESET "] Outputs are equal\n"); + printf("[::] STREAM UPMEM | n_dpus=%d n_ranks=%d n_tasklets=%d e_benchmark=%-6s e_type=%s e_mem=%s b_unroll=%d block_size_B=%d n_elements=%d b_sdk_singlethreaded=%d ", + nr_of_dpus, nr_of_ranks, NR_TASKLETS, benchmark_name, XSTR(T), mem_name, UNROLL, BLOCK_SIZE, input_size, 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 * n_arrays * sizeof(T) / timer.time[2], + input_size * n_arrays * sizeof(T) / (timer.time[4]), + input_size * n_arrays * 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 * n_arrays * sizeof(T) / (timer.time[3] + timer.time[4] + timer.time[5]), + input_size * n_arrays * sizeof(T) / (timer.time[1] + timer.time[3] + timer.time[4] + timer.time[5]), + input_size * n_arrays * 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[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])); + } else { + printf("[" ANSI_COLOR_RED "ERROR" ANSI_COLOR_RESET "] Outputs differ!\n"); } - } - if (status) { - printf("[" ANSI_COLOR_GREEN "OK" ANSI_COLOR_RESET "] Outputs are equal\n"); - printf("[::] n_dpus=%d n_tasklets=%d e_benchmark=%-6s e_type=%s e_mem=%s b_unroll=%d block_size_B=%d | throughput_cpu_MBps=%f throughput_pim_MBps=%f throughput_MBps=%f \n", nr_of_dpus, NR_TASKLETS, benchmark_name, XSTR(T), mem_name, UNROLL, BLOCK_SIZE, input_size * n_arrays * sizeof(T) / timer.time[0], input_size * n_arrays * sizeof(T) / timer.time[2], input_size * n_arrays * sizeof(T) / (timer.time[1] + timer.time[2] + timer.time[3])); - printf("[::] n_dpus=%d n_tasklets=%d e_benchmark=%-6s e_type=%s e_mem=%s b_unroll=%d block_size_B=%d | throughput_cpu_MOpps=%f throughput_pim_MOpps=%f throughput_MOpps=%f \n", nr_of_dpus, NR_TASKLETS, benchmark_name, XSTR(T), mem_name, UNROLL, BLOCK_SIZE, input_size / timer.time[0], input_size / timer.time[2], input_size / (timer.time[1] + timer.time[2] + timer.time[3])); - } else { - printf("[" ANSI_COLOR_RED "ERROR" ANSI_COLOR_RESET "] Outputs differ!\n"); - } } - printf("DPU cycles = %g cc\n", cc / p.n_reps); // Deallocation free(A); @@ -269,7 +366,9 @@ int main(int argc, char **argv) { free(C); #endif free(C2); +#if !WITH_ALLOC_OVERHEAD DPU_ASSERT(dpu_free(dpu_set)); +#endif return 0; } diff --git a/Microbenchmarks/STREAM/run.sh b/Microbenchmarks/STREAM/run.sh index 94b759b..778efa8 100755 --- a/Microbenchmarks/STREAM/run.sh +++ b/Microbenchmarks/STREAM/run.sh @@ -9,22 +9,26 @@ set -e # -i: input size (number of elements, not number of bytes!) # 2097152 B -> 2M is maximum for 64bit types (due to 16M per DPU) +( + echo "prim-benchmarks STREAM microbenchmark (dfatool edition)" echo "Started at $(date)" echo "Revision $(git describe --always)" -for nr_dpus in 1 2 4 8 16 32 64 128 256 512; do - for mem in MRAM WRAM; do - for op in copy copyw add scale triad; do - for nr_tasklets in 1 2 3 4 6 8 10 12 16 20 24; do - for dt in uint8_t uint16_t uint32_t uint64_t float double; do +for i in 4096 16384 131072 1048576 2097152; do + for nr_dpus in 1 4 8 16 32 64 128 256 512 768 1024 1536 2048 2304 2542; do + for nr_tasklets in 8 12 16; do + for dt in uint8_t uint16_t uint32_t uint64_t float double; do + for op in copy copyw add scale triad; do echo - if make -B MEM=${mem} OP=${op} NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 T=${dt} UNROLL=1 \ - || make -B MEM=${mem} OP=${op} NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 T=${dt} UNROLL=0; then - timeout -k 1m 30m bin/host_code -w 0 -e 20 -i 2097152 || true + if make -B OP=${op} NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 T=${dt} UNROLL=1 WITH_ALLOC_OVERHEAD=1 WITH_LOAD_OVERHEAD=1 WITH_FREE_OVERHEAD=1 \ + || make -B OP=${op} NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 T=${dt} UNROLL=0 WITH_ALLOC_OVERHEAD=1 WITH_LOAD_OVERHEAD=1 WITH_FREE_OVERHEAD=1; then + timeout --foreground -k 1m 30m bin/host_code -w 0 -e 40 -i $i || true fi done done done done done +echo "Completed at $(date)" +) | tee "log-$(hostname)-ndpus.txt" diff --git a/Microbenchmarks/STREAM/support/timer.h b/Microbenchmarks/STREAM/support/timer.h index eedc385..b53d95f 100644 --- a/Microbenchmarks/STREAM/support/timer.h +++ b/Microbenchmarks/STREAM/support/timer.h @@ -37,9 +37,9 @@ typedef struct Timer{
- struct timeval startTime[4];
- struct timeval stopTime[4];
- double time[4];
+ struct timeval startTime[7];
+ struct timeval stopTime[7];
+ double time[7];
}Timer;
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