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authorBirte Kristina Friesel <birte.friesel@uos.de>2023-11-27 16:39:49 +0100
committerBirte Kristina Friesel <birte.friesel@uos.de>2023-11-27 16:39:49 +0100
commitfb3a54194847c121a6a0264e09826dcad31caae5 (patch)
tree9cb6043fca961447249941bff1a8493df79a305b /Microbenchmarks
parent75285b31e024f7fe3b87bca8de4b761cd7df3aa7 (diff)
STREAM: Add alloc/load overhead, n_ranks, and n_elements
Diffstat (limited to 'Microbenchmarks')
-rw-r--r--Microbenchmarks/STREAM/Makefile7
-rw-r--r--Microbenchmarks/STREAM/host/app.c197
-rwxr-xr-xMicrobenchmarks/STREAM/run.sh20
-rw-r--r--Microbenchmarks/STREAM/support/timer.h6
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;