diff options
author | Daniel Friesel <daniel.friesel@uos.de> | 2023-05-17 14:49:41 +0200 |
---|---|---|
committer | Daniel Friesel <daniel.friesel@uos.de> | 2023-05-17 14:49:41 +0200 |
commit | ce1e6a89d294507a21cc27bae1cba22a7af68a8c (patch) | |
tree | 5b7660a5217fd89be0414a0818558d15a8580746 | |
parent | 8a285f9058eae3dd9d832c5f76b1045cbb457782 (diff) |
port SCAN-SSA to dfatool
-rw-r--r-- | SCAN-SSA/Makefile | 48 | ||||
-rw-r--r-- | SCAN-SSA/dpu/task.c | 12 | ||||
-rw-r--r-- | SCAN-SSA/host/app.c | 89 | ||||
-rwxr-xr-x | SCAN-SSA/run.sh | 32 | ||||
-rw-r--r--[-rwxr-xr-x] | SCAN-SSA/support/common.h | 0 | ||||
-rw-r--r-- | SCAN-SSA/support/params.h | 5 | ||||
-rw-r--r--[-rwxr-xr-x] | SCAN-SSA/support/timer.h | 7 |
7 files changed, 123 insertions, 70 deletions
diff --git a/SCAN-SSA/Makefile b/SCAN-SSA/Makefile index 4930e70..00af65c 100644 --- a/SCAN-SSA/Makefile +++ b/SCAN-SSA/Makefile @@ -1,46 +1,36 @@ -DPU_DIR := dpu -HOST_DIR := host -BUILDDIR ?= bin NR_DPUS ?= 1 NR_TASKLETS ?= 16 BL ?= 10 TYPE ?= INT64 ENERGY ?= 0 +UNROLL ?= 1 -define conf_filename - ${BUILDDIR}/.NR_DPUS_$(1)_NR_TASKLETS_$(2)_BL_$(3)_TYPE_$(4).conf -endef -CONF := $(call conf_filename,${NR_DPUS},${NR_TASKLETS},${BL},${TYPE}) - -HOST_TARGET := ${BUILDDIR}/host_code -DPU_TARGET := ${BUILDDIR}/dpu_code +HOST_SOURCES := $(wildcard host/*.c) +DPU_SOURCES := $(wildcard dpu/*.c) COMMON_INCLUDES := support -HOST_SOURCES := $(wildcard ${HOST_DIR}/*.c) -DPU_SOURCES := $(wildcard ${DPU_DIR}/*.c) - -.PHONY: all clean test +COMMON_FLAGS = -Wall -Wextra -O2 -I${COMMON_INCLUDES} -DNR_DPUS=${NR_DPUS} -DNR_TASKLETS=${NR_TASKLETS} -DBL=${BL} -D${TYPE} -DUNROLL=${UNROLL} +HOST_FLAGS = ${COMMON_FLAGS} -std=c11 `dpu-pkg-config --cflags --libs dpu` +DPU_FLAGS = ${COMMON_FLAGS} -__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${TYPE} -DENERGY=${ENERGY} -DPU_FLAGS := ${COMMON_FLAGS} -O2 -DNR_TASKLETS=${NR_TASKLETS} -DBL=${BL} -D${TYPE} +ifdef verbose + QUIET = +endif -all: ${HOST_TARGET} ${DPU_TARGET} +all: bin/dpu_code bin/host_code -${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/dpu_code: ${DPU_SOURCES} + ${QUIET}dpu-upmem-dpurte-clang ${DPU_FLAGS} ${DPU_SOURCES} -o $@ -${DPU_TARGET}: ${DPU_SOURCES} ${COMMON_INCLUDES} ${CONF} - dpu-upmem-dpurte-clang ${DPU_FLAGS} -o $@ ${DPU_SOURCES} +bin/host_code: ${HOST_SOURCES} + ${QUIET}${CC} ${HOST_FLAGS} ${HOST_SOURCES} -o $@ clean: - $(RM) -r $(BUILDDIR) + ${QUIET}${RM} -f bin/dpu_code bin/host_code -test: all - ./${HOST_TARGET} +.PHONY: all clean diff --git a/SCAN-SSA/dpu/task.c b/SCAN-SSA/dpu/task.c index c6871f7..15411a4 100644 --- a/SCAN-SSA/dpu/task.c +++ b/SCAN-SSA/dpu/task.c @@ -23,10 +23,16 @@ T message_partial_count; // Scan in each tasklet static T scan(T *output, T *input){ output[0] = input[0]; +#if UNROLL #pragma unroll for(unsigned int j = 1; j < REGS; j++) { output[j] = output[j - 1] + input[j]; } +#else + for(unsigned int j = 1; j < REGS; j++) { + output[j] = output[j - 1] + input[j]; + } +#endif return output[REGS - 1]; } @@ -53,10 +59,16 @@ BARRIER_INIT(my_barrier, NR_TASKLETS); // Add in each tasklet static void add(T *output, T p_count){ +#if UNROLL #pragma unroll for(unsigned int j = 0; j < REGS; j++) { output[j] += p_count; } +#else + for(unsigned int j = 0; j < REGS; j++) { + output[j] += p_count; + } +#endif } extern int main_kernel1(void); diff --git a/SCAN-SSA/host/app.c b/SCAN-SSA/host/app.c index 2cc8af7..93650a8 100644 --- a/SCAN-SSA/host/app.c +++ b/SCAN-SSA/host/app.c @@ -22,6 +22,9 @@ #define DPU_BINARY "./bin/dpu_code" #endif +#define XSTR(x) STR(x) +#define STR(x) #x + #if ENERGY #include <dpu_probe.h> #endif @@ -51,6 +54,17 @@ static void scan_host(T* C, T* A, unsigned int nr_elements) { } } +/* + * "SCAN" := [a1, a1, ..., an] -> [a1, a1 + a2, ..., a1 + a2 + ... + an] + * From the paper: + * SCAN-SSA has three steps: + * * (copy data to the DPU) (timer 1) + * * compute the partial scan operation locally inside each DPU (timer 2) + * * retrieve last element of each local scan from the DPUs, do a local (complete) scan on the last elements, and push them to the next DPU (timer 3) + * * finish the scan operation in each DPU (add sum [a1 ... ax] to a(x+1), ..., a(x+m) for DPU size m) (timer 4) + * * (retrieve results from DPU) (timer 5) + */ + // Main of the Host Application int main(int argc, char **argv) { @@ -73,7 +87,7 @@ int main(int argc, char **argv) { unsigned int i = 0; T accum = 0; - const unsigned int input_size = p.exp == 0 ? p.input_size * nr_of_dpus : p.input_size; // Total input size (weak or strong scaling) + const unsigned int input_size = p.input_size * nr_of_dpus; // Total input size (weak or strong scaling) const unsigned int input_size_dpu_ = divceil(input_size, nr_of_dpus); // Input size per DPU (max.) const unsigned int input_size_dpu_round = (input_size_dpu_ % (NR_TASKLETS * REGS) != 0) ? roundup(input_size_dpu_, (NR_TASKLETS * REGS)) : input_size_dpu_; // Input size per DPU (max.), 8-byte aligned @@ -98,14 +112,14 @@ int main(int argc, char **argv) { // Compute output on CPU (performance comparison and verification purposes) if(rep >= p.n_warmup) - start(&timer, 0, rep - p.n_warmup); + start(&timer, 0, 0); scan_host(C, A, input_size); if(rep >= p.n_warmup) stop(&timer, 0); - printf("Load input data\n"); + //printf("Load input data\n"); if(rep >= p.n_warmup) - start(&timer, 1, rep - p.n_warmup); + start(&timer, 1, 0); // Input arguments const unsigned int input_size_dpu = input_size_dpu_round; unsigned int kernel = 0; @@ -123,10 +137,10 @@ int main(int argc, char **argv) { if(rep >= p.n_warmup) stop(&timer, 1); - printf("Run program on DPU(s) \n"); + //printf("Run program on DPU(s) \n"); // Run DPU kernel if(rep >= p.n_warmup) { - start(&timer, 2, rep - p.n_warmup); + start(&timer, 2, 0); #if ENERGY DPU_ASSERT(dpu_probe_start(&probe)); #endif @@ -152,7 +166,7 @@ int main(int argc, char **argv) { } #endif - printf("Retrieve results\n"); + //printf("Retrieve results\n"); dpu_results_t results[nr_of_dpus]; T* results_scan = malloc(nr_of_dpus * sizeof(T)); i = 0; @@ -162,7 +176,7 @@ int main(int argc, char **argv) { dpu_results_t* results_retrieve[nr_of_dpus]; if(rep >= p.n_warmup) - start(&timer, 3, rep - p.n_warmup); + start(&timer, 3, 0); DPU_FOREACH(dpu_set, dpu, i) { results_retrieve[i] = (dpu_results_t*)malloc(NR_TASKLETS * sizeof(dpu_results_t)); @@ -201,10 +215,10 @@ int main(int argc, char **argv) { if(rep >= p.n_warmup) stop(&timer, 3); - printf("Run program on DPU(s) \n"); + //printf("Run program on DPU(s) \n"); // Run DPU kernel if(rep >= p.n_warmup) { - start(&timer, 4, rep - p.n_warmup); + start(&timer, 4, 0); #if ENERGY DPU_ASSERT(dpu_probe_start(&probe)); #endif @@ -229,9 +243,9 @@ int main(int argc, char **argv) { } #endif - printf("Retrieve results\n"); + //printf("Retrieve results\n"); if(rep >= p.n_warmup) - start(&timer, 5, rep - p.n_warmup); + start(&timer, 5, 0); i = 0; // PARALLEL RETRIEVE TRANSFER DPU_FOREACH(dpu_set, dpu, i) { @@ -243,8 +257,40 @@ int main(int argc, char **argv) { // Free memory free(results_scan); + + // Check output + bool status = true; + for (i = 0; i < input_size; i++) { + if(C[i] != bufferC[i]){ + status = false; +#if PRINT + printf("%d: %lu -- %lu\n", i, C[i], bufferC[i]); +#endif + } + } + if (status) { + printf("[" ANSI_COLOR_GREEN "OK" ANSI_COLOR_RESET "] Outputs are equal\n"); + printf("[::] n_dpus=%d n_tasklets=%d e_type=%s block_size_B=%d b_unroll=%d n_elements=%d " + "| throughput_cpu_MBps=%f throughput_pim_MBps=%f throughput_MBps=%f\n", + nr_of_dpus, NR_TASKLETS, XSTR(T), BLOCK_SIZE, UNROLL, input_size, + input_size * sizeof(T) / timer.time[0], + input_size * sizeof(T) / (timer.time[2] + timer.time[4]), + input_size * sizeof(T) / (timer.time[1] + timer.time[2] + timer.time[3] + timer.time[4])); + printf("[::] n_dpus=%d n_tasklets=%d e_type=%s block_size_B=%d b_unroll=%d n_elements=%d " + "| throughput_cpu_MOpps=%f throughput_pim_MOpps=%f throughput_MOpps=%f\n", + nr_of_dpus, NR_TASKLETS, XSTR(T), BLOCK_SIZE, UNROLL, input_size, + input_size / timer.time[0], + input_size / (timer.time[2] + timer.time[4]), + input_size / (timer.time[1] + timer.time[2] + timer.time[3] + timer.time[4])); + printf("[::] n_dpus=%d n_tasklets=%d e_type=%s block_size_B=%d b_unroll=%d n_elements=%d | ", + nr_of_dpus, NR_TASKLETS, XSTR(T), BLOCK_SIZE, UNROLL, input_size); + printall(&timer); + } else { + printf("[" ANSI_COLOR_RED "ERROR" ANSI_COLOR_RESET "] Outputs differ!\n"); + } } + /* // Print timing results printf("CPU "); print(&timer, 0, p.n_reps); @@ -258,6 +304,8 @@ int main(int argc, char **argv) { print(&timer, 4, p.n_reps); printf("DPU-CPU "); print(&timer, 5, p.n_reps); + printf("\n"); + */ #if ENERGY double energy; @@ -266,21 +314,6 @@ int main(int argc, char **argv) { #endif - // Check output - bool status = true; - for (i = 0; i < input_size; i++) { - if(C[i] != bufferC[i]){ - status = false; -#if PRINT - printf("%d: %lu -- %lu\n", i, C[i], bufferC[i]); -#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); @@ -288,5 +321,5 @@ int main(int argc, char **argv) { free(C2); DPU_ASSERT(dpu_free(dpu_set)); - return status ? 0 : -1; + return 0; } diff --git a/SCAN-SSA/run.sh b/SCAN-SSA/run.sh index 8ea8457..10dee20 100755 --- a/SCAN-SSA/run.sh +++ b/SCAN-SSA/run.sh @@ -1,11 +1,27 @@ #!/bin/bash -for i in 2048 4096 8192 16384 65536 262144 1048576 3932160 -do - NR_DPUS=1 NR_TASKLETS=16 BL=10 make all - wait - ./bin/host_code -w 10 -e 100 -i ${i} > profile/out${i}_tl16_bl10_dpu11 - wait - make clean - wait +set -e + +# BL: use 2^(BL) B blocks for MRAM <-> WRAM transfers on PIM module +# T: data type +# -w: number of un-timed warmup iterations +# -e: number of timed iterations +# -i: input size (number of elements, not number of bytes!) + +echo "prim-benchmarks SCAN-SSA (dfatool edition)" +echo "Started at $(date)" +echo "Revision $(git describe --always)" + +for nr_dpus in 1 2 4 8 16 32 64 128 256 512; do + for nr_tasklets in 1 2 3 4 6 8 10 12 16 20 24; do + for i in 2048 4096 8192 16384 65536 262144 1048576 3932160; do + for dt in UINT32 UINT64 INT32 INT64 FLOAT DOUBLE; do + echo + if make -B NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 TYPE=${dt} UNROLL=1 \ + || make -B NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} BL=10 TYPE=${dt} UNROLL=0; then + bin/host_code -w 0 -e 100 -i ${i} || true + fi + done + done + done done diff --git a/SCAN-SSA/support/common.h b/SCAN-SSA/support/common.h index 1c419da..1c419da 100755..100644 --- a/SCAN-SSA/support/common.h +++ b/SCAN-SSA/support/common.h diff --git a/SCAN-SSA/support/params.h b/SCAN-SSA/support/params.h index bb86211..cdc075d 100644 --- a/SCAN-SSA/support/params.h +++ b/SCAN-SSA/support/params.h @@ -7,7 +7,6 @@ typedef struct Params { unsigned int input_size; int n_warmup; int n_reps; - int exp; }Params; static void usage() { @@ -30,10 +29,9 @@ struct Params input_params(int argc, char **argv) { p.input_size = 3932160; p.n_warmup = 1; p.n_reps = 3; - p.exp = 0; int opt; - while((opt = getopt(argc, argv, "hi:w:e:x:")) >= 0) { + while((opt = getopt(argc, argv, "hi:w:e:")) >= 0) { switch(opt) { case 'h': usage(); @@ -42,7 +40,6 @@ struct Params input_params(int argc, char **argv) { case 'i': p.input_size = atoi(optarg); break; case 'w': p.n_warmup = atoi(optarg); break; case 'e': p.n_reps = atoi(optarg); break; - case 'x': p.exp = atoi(optarg); break; default: fprintf(stderr, "\nUnrecognized option!\n"); usage(); diff --git a/SCAN-SSA/support/timer.h b/SCAN-SSA/support/timer.h index b53d95f..194569f 100755..100644 --- a/SCAN-SSA/support/timer.h +++ b/SCAN-SSA/support/timer.h @@ -56,4 +56,9 @@ void stop(Timer *timer, int i) { (timer->stopTime[i].tv_usec - timer->startTime[i].tv_usec);
}
-void print(Timer *timer, int i, int REP) { printf("Time (ms): %f\t", timer->time[i] / (1000 * REP)); }
+void printall(Timer *timer) {
+ for (int i = 0; i <= 5; i++) {
+ printf(" timer%d_us=%f", i, timer->time[i]);
+ }
+ printf("\n");
+}
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