* [PATCH v2] perf bench: Add atomic operations benchmark
@ 2026-10-07 5:30 Changbin Du
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From: Changbin Du @ 2026-10-07 5:30 UTC (permalink / raw)
To: Peter Zijlstra, Ingo Molnar, Arnaldo Carvalho de Melo, Namhyung Kim
Cc: Mark Rutland, Alexander Shishkin, Jiri Olsa, Ian Rogers,
Adrian Hunter, James Clark, linux-kernel, linux-perf-users,
Changbin Du
Add a new 'atomic' collection to perf bench for benchmarking
atomic read-modify-write operations with multi-threaded
contention testing. It provides two subcommands:
- atomic cas: contended compare-and-swap operations
(__atomic_compare_exchange_n)
- atomic inc: contended fetch-add operations (__atomic_fetch_add)
Both support configurable thread count and iteration count to
measure atomic contention effects.
Why this benchmark is needed:
- Atomic read-modify-write operations are fundamental to lock-free
algorithms and data structures. Understanding their performance
characteristics under contention is critical for designing
high-performance concurrent applications.
- The benchmark helps identify atomic operation latency and
scalability issues across different thread counts, revealing
contention patterns that are not visible in single-threaded tests.
- Useful for evaluating atomic implementation quality on different
architectures and for regression testing after changes to atomic
primitives or memory ordering.
Measurement methodology:
- Each thread starts a private timer (clock_gettime CLOCK_MONOTONIC)
after synchronizing on a pthread_barrier, ensuring all threads
begin simultaneously.
- Each thread performs a hot loop of the selected atomic operation
(compare-and-swap or fetch-add) on a shared u64 counter,
incrementing it from 0 to iterations.
- The shared counter is cache-line aligned (64 bytes) to isolate
contention to the target cache line and avoid false sharing.
- The wall-clock time is measured as the max of all per-thread
runtimes (the time for the slowest thread to finish).
- The first repeat is excluded from statistics as a warmup phase
to avoid cache-cold effects.
Example usage:
$ perf bench atomic all
# Running atomic/cas benchmark...
Threads: 2, iterations/thread: 100000000, repeats: 10 (warmup: 1)
Avg wall-clock time: 3286.297 msec (stddev 6.820 msec)
Total ops: 200,000,000
Throughput total: 60,858,769 ops/sec
Per-thread times and throughput (last repeat):
fastest: 3304.312 msec (30263489 ops/sec)
slowest: 3325.518 msec (30070504 ops/sec)
avg: 3314.915 msec (30166688 ops/sec)
# Running atomic/inc benchmark...
Threads: 2, iterations/thread: 100000000, repeats: 10 (warmup: 1)
Avg wall-clock time: 2170.716 msec (stddev 7.306 msec)
Total ops: 200,000,000
Throughput total: 92,135,503 ops/sec
Per-thread times and throughput (last repeat):
fastest: 2196.458 msec (45527849 ops/sec)
slowest: 2208.764 msec (45274198 ops/sec)
avg: 2202.611 msec (45400669 ops/sec)
Output fields explained:
- Threads: number of contending threads
- iterations/thread: atomic operations each thread performs
- repeats: number of test runs (first is warmup)
- Avg wall-clock time: mean time for all threads to complete
- stddev: standard deviation across repeats
- Total ops: threads x iterations/thread
- Throughput total: aggregate ops/sec across all threads
- Per-thread times: fastest/slowest/avg thread completion time
- Per-thread throughput: per-thread ops/sec (shows scheduling imbalance)
Assisted-by: opencode:DeepSeek-V4-Pro
Signed-off-by: Changbin Du <changbin.du@gmail.com>
---
Changes since v1:
- Add an 'atomic inc' subcommand benchmarking contended fetch-add
(__atomic_fetch_add), split the entry points into
bench_atomic_cas() and bench_atomic_inc(), and document it.
- Hoist the plain load out of the compare-and-swap retry loop; the
failed __atomic_compare_exchange_n already returns the current
value via *expected, so the loop measures pure CAS throughput.
- Cast the seconds delta to u64 before multiplying by NSEC_PER_SEC
to avoid 32-bit signed overflow in the runtime calculation.
---
tools/perf/Documentation/perf-bench.txt | 32 +++
tools/perf/bench/Build | 1 +
tools/perf/bench/atomic.c | 268 ++++++++++++++++++++++++
tools/perf/bench/bench.h | 2 +
tools/perf/builtin-bench.c | 9 +
5 files changed, 312 insertions(+)
create mode 100644 tools/perf/bench/atomic.c
diff --git a/tools/perf/Documentation/perf-bench.txt b/tools/perf/Documentation/perf-bench.txt
index c5913cf59c98..871c3aa5fc43 100644
--- a/tools/perf/Documentation/perf-bench.txt
+++ b/tools/perf/Documentation/perf-bench.txt
@@ -58,6 +58,9 @@ SUBSYSTEM
'numa'::
NUMA scheduling and MM benchmarks.
+'atomic'::
+ Atomic operation benchmarks.
+
'futex'::
Futex stressing benchmarks.
@@ -283,6 +286,35 @@ SUITES FOR 'numa'
*mem*::
Suite for evaluating NUMA workloads.
+SUITES FOR 'atomic'
+~~~~~~~~~~~~~~~~~~~
+*cas*::
+Suite for evaluating compare-and-swap (CAS) atomic operations under
+multi-threaded contention.
+
+*inc*::
+Suite for evaluating atomic fetch-add (increment) operations under
+multi-threaded contention.
+
+Options of *cas* and *inc*
+^^^^^^^^^^^^^^^^^^^^^^^^^^
+-t::
+--threads=::
+Number of threads contending for the shared counter (default: 2).
+
+-i::
+--iterations=::
+Number of iterations per thread (default: 100000000).
+
+The per-thread fastest/slowest/avg summary is only printed when
+running with more than one thread.
+
+Note that the cas benchmark counts successful compare-and-swap
+operations only; retries and the loads between them are additional
+atomic instructions not included in the ops/sec count, so cas and
+inc throughputs are not directly comparable at the instruction
+level.
+
SUITES FOR 'futex'
~~~~~~~~~~~~~~~~~~
*hash*::
diff --git a/tools/perf/bench/Build b/tools/perf/bench/Build
index 67b76fe20ba6..c64c52468d3d 100644
--- a/tools/perf/bench/Build
+++ b/tools/perf/bench/Build
@@ -3,6 +3,7 @@ perf-bench-y += sched-pipe.o
perf-bench-y += sched-seccomp-notify.o
perf-bench-y += syscall.o
perf-bench-y += mem-functions.o
+perf-bench-y += atomic.o
perf-bench-y += futex.o
perf-bench-y += futex-hash.o
perf-bench-y += futex-wake.o
diff --git a/tools/perf/bench/atomic.c b/tools/perf/bench/atomic.c
new file mode 100644
index 000000000000..08497910b563
--- /dev/null
+++ b/tools/perf/bench/atomic.c
@@ -0,0 +1,268 @@
+// SPDX-License-Identifier: GPL-2.0
+/*
+ * Copyright (C) 2026 Changbin Du
+ *
+ * Benchmarks for atomic read-modify-write operations.
+ *
+ * Measures throughput (ops/sec) of contended atomic operations on a
+ * single shared counter across multiple threads. Each thread performs
+ * a hot loop of the selected operation -- compare-and-swap (cas) or
+ * fetch-add (inc) -- competing with all other threads for the same
+ * cache line.
+ */
+#include "bench.h"
+#include <linux/compiler.h>
+#include "../util/debug.h"
+
+#ifndef HAVE_PTHREAD_BARRIER
+int bench_atomic_cas(int argc __maybe_unused, const char **argv __maybe_unused)
+{
+ pr_err("%s: pthread_barrier_t unavailable, disabling this test...\n", __func__);
+ return 0;
+}
+
+int bench_atomic_inc(int argc __maybe_unused, const char **argv __maybe_unused)
+{
+ pr_err("%s: pthread_barrier_t unavailable, disabling this test...\n", __func__);
+ return 0;
+}
+#else /* HAVE_PTHREAD_BARRIER */
+#include <stdlib.h>
+#include <stdio.h>
+#include <stdbool.h>
+#include <string.h>
+#include <pthread.h>
+#include <time.h>
+#include <inttypes.h>
+#include <err.h>
+#include <linux/types.h>
+#include <linux/time64.h>
+#include <subcmd/parse-options.h>
+#include "../util/stat.h"
+
+static unsigned int threads = 2;
+static unsigned int iterations = 100000000;
+
+static const struct option options[] = {
+ OPT_UINTEGER('t', "threads", &threads,
+ "Number of threads contending for the counter"),
+ OPT_UINTEGER('i', "iterations", &iterations,
+ "Number of iterations per thread"),
+ OPT_END()
+};
+
+static const char * const cas_usage[] = {
+ "perf bench atomic cas <options>",
+ NULL
+};
+
+static const char * const inc_usage[] = {
+ "perf bench atomic inc <options>",
+ NULL
+};
+
+enum atomic_op {
+ OP_CAS,
+ OP_INC,
+};
+
+static int bench_op = OP_CAS;
+
+static u64 shared_counter __aligned(64);
+static pthread_barrier_t start_barrier __aligned(64);
+
+struct worker_stats {
+ u64 runtime_ns;
+};
+
+static void *worker(void *arg)
+{
+ struct worker_stats *ws = (struct worker_stats *)arg;
+ struct timespec tstart, tend;
+ u64 i;
+
+ pthread_barrier_wait(&start_barrier);
+
+ clock_gettime(CLOCK_MONOTONIC, &tstart);
+ switch (bench_op) {
+ case OP_CAS:
+ for (i = 0; i < iterations; i++) {
+ u64 old_val, new_val;
+
+ old_val = __atomic_load_n(&shared_counter, __ATOMIC_RELAXED);
+ do {
+ new_val = old_val + 1;
+ } while (!__atomic_compare_exchange_n(&shared_counter,
+ &old_val, new_val,
+ false,
+ __ATOMIC_RELAXED,
+ __ATOMIC_RELAXED));
+ }
+ break;
+ case OP_INC:
+ for (i = 0; i < iterations; i++)
+ __atomic_fetch_add(&shared_counter, 1, __ATOMIC_RELAXED);
+ break;
+ default:
+ break;
+ }
+ clock_gettime(CLOCK_MONOTONIC, &tend);
+
+ ws->runtime_ns = (u64)(tend.tv_sec - tstart.tv_sec) * NSEC_PER_SEC +
+ (tend.tv_nsec - tstart.tv_nsec);
+
+ return NULL;
+}
+
+static void print_default_format(struct worker_stats *wstats,
+ struct stats *time_stats)
+{
+ double time_avg, time_stddev;
+
+ printf(" Threads: %u, iterations/thread: %u, repeats: %u (warmup: 1)\n",
+ threads, iterations, bench_repeat);
+
+ time_avg = avg_stats(time_stats);
+ time_stddev = stddev_stats(time_stats);
+
+ printf(" Avg wall-clock time: %.3f msec (stddev %.3f msec)\n",
+ time_avg / (double)NSEC_PER_MSEC,
+ time_stddev / (double)NSEC_PER_MSEC);
+ printf(" Total ops: %'" PRIu64 "\n",
+ iterations * (u64)threads);
+ printf(" Throughput total: %'.0f ops/sec\n",
+ (double)(iterations * (u64)threads) /
+ (time_avg / (double)NSEC_PER_SEC));
+
+ /*
+ * Per-thread statistics from the last measured repeat show
+ * fairness / imbalance in CPU scheduling.
+ */
+ if (threads > 1) {
+ u64 min_ns = UINT64_MAX, max_ns = 0, total_ns = 0;
+ double min_thru, max_thru, avg_thru;
+
+ for (unsigned int t = 0; t < threads; t++) {
+ if (wstats[t].runtime_ns < min_ns)
+ min_ns = wstats[t].runtime_ns;
+ if (wstats[t].runtime_ns > max_ns)
+ max_ns = wstats[t].runtime_ns;
+ total_ns += wstats[t].runtime_ns;
+ }
+
+ min_thru = (double)iterations * NSEC_PER_SEC / min_ns;
+ max_thru = (double)iterations * NSEC_PER_SEC / max_ns;
+ avg_thru = (double)threads * iterations * NSEC_PER_SEC / total_ns;
+
+ printf(" Per-thread times and throughput (last repeat):\n");
+ printf(" fastest: %.3f msec (%.0f ops/sec)\n",
+ min_ns / (double)NSEC_PER_MSEC, min_thru);
+ printf(" slowest: %.3f msec (%.0f ops/sec)\n",
+ max_ns / (double)NSEC_PER_MSEC, max_thru);
+ printf(" avg: %.3f msec (%.0f ops/sec)\n",
+ (total_ns / threads) / (double)NSEC_PER_MSEC, avg_thru);
+ }
+}
+
+static int run_benchmark(void)
+{
+ pthread_t *thread_ids;
+ struct worker_stats *wstats;
+ struct stats time_stats;
+ unsigned int r, t;
+
+ thread_ids = calloc(threads, sizeof(pthread_t));
+ if (!thread_ids)
+ err(EXIT_FAILURE, "calloc");
+
+ wstats = calloc(threads, sizeof(struct worker_stats));
+ if (!wstats)
+ err(EXIT_FAILURE, "calloc");
+
+ init_stats(&time_stats);
+
+ for (r = 0; r < bench_repeat + 1; r++) {
+ u64 max_runtime_ns = 0;
+
+ shared_counter = 0;
+ pthread_barrier_init(&start_barrier, NULL, threads);
+
+ for (t = 0; t < threads; t++) {
+ if (pthread_create(&thread_ids[t], NULL,
+ worker, &wstats[t]))
+ err(EXIT_FAILURE, "pthread_create");
+ }
+
+ for (t = 0; t < threads; t++)
+ pthread_join(thread_ids[t], NULL);
+
+ pthread_barrier_destroy(&start_barrier);
+
+ for (t = 0; t < threads; t++) {
+ if (wstats[t].runtime_ns > max_runtime_ns)
+ max_runtime_ns = wstats[t].runtime_ns;
+ }
+
+ /*
+ * Exclude the first repeat (warmup) from statistics so
+ * that cache-cold and lazy-init effects are not counted.
+ */
+ if (r > 0)
+ update_stats(&time_stats, max_runtime_ns);
+ }
+
+ switch (bench_format) {
+ case BENCH_FORMAT_DEFAULT:
+ print_default_format(wstats, &time_stats);
+ break;
+
+ case BENCH_FORMAT_SIMPLE:
+ printf("%.0f\n",
+ (double)(iterations * (u64)threads) /
+ (avg_stats(&time_stats) / (double)NSEC_PER_SEC));
+ break;
+
+ default:
+ fprintf(stderr, "Unknown format: %d\n", bench_format);
+ exit(EXIT_FAILURE);
+ }
+
+ free(thread_ids);
+ free(wstats);
+
+ return 0;
+}
+
+static int run_atomic_bench(int argc, const char **argv,
+ const char * const *usage)
+{
+ if (parse_options(argc, argv, options, usage, 0)) {
+ usage_with_options(usage, options);
+ exit(EXIT_FAILURE);
+ }
+
+ if (threads < 1) {
+ fprintf(stderr, "Invalid thread count: %u\n", threads);
+ return 1;
+ }
+
+ if (iterations < 1) {
+ fprintf(stderr, "Invalid iteration count: %u\n", iterations);
+ return 1;
+ }
+
+ return run_benchmark();
+}
+
+int bench_atomic_cas(int argc, const char **argv)
+{
+ bench_op = OP_CAS;
+ return run_atomic_bench(argc, argv, cas_usage);
+}
+
+int bench_atomic_inc(int argc, const char **argv)
+{
+ bench_op = OP_INC;
+ return run_atomic_bench(argc, argv, inc_usage);
+}
+#endif /* HAVE_PTHREAD_BARRIER */
diff --git a/tools/perf/bench/bench.h b/tools/perf/bench/bench.h
index 8519eb5a42fa..85e3ac471875 100644
--- a/tools/perf/bench/bench.h
+++ b/tools/perf/bench/bench.h
@@ -30,6 +30,8 @@ int bench_mem_memcpy(int argc, const char **argv);
int bench_mem_memset(int argc, const char **argv);
int bench_mem_mmap(int argc, const char **argv);
int bench_mem_find_bit(int argc, const char **argv);
+int bench_atomic_cas(int argc, const char **argv);
+int bench_atomic_inc(int argc, const char **argv);
int bench_futex_hash(int argc, const char **argv);
int bench_futex_wake(int argc, const char **argv);
int bench_futex_wake_parallel(int argc, const char **argv);
diff --git a/tools/perf/builtin-bench.c b/tools/perf/builtin-bench.c
index 02d47913cc6a..62bebdedd3b8 100644
--- a/tools/perf/builtin-bench.c
+++ b/tools/perf/builtin-bench.c
@@ -14,6 +14,7 @@
* syscall ... System call performance
* mem ... memory access performance
* numa ... NUMA scheduling and MM performance
+ * atomic ... Atomic operation performance
* futex ... Futex performance
* epoll ... Event poll performance
*/
@@ -115,6 +116,13 @@ static const struct bench uprobe_benchmarks[] = {
{ NULL, NULL, NULL },
};
+static const struct bench atomic_benchmarks[] = {
+ { "cas", "Benchmark CAS (compare-and-swap) operations", bench_atomic_cas },
+ { "inc", "Benchmark atomic fetch-add operations", bench_atomic_inc },
+ { "all", "Run all atomic benchmarks", NULL },
+ { NULL, NULL, NULL }
+};
+
struct collection {
const char *name;
const char *summary;
@@ -128,6 +136,7 @@ static const struct collection collections[] = {
#ifdef HAVE_LIBNUMA_SUPPORT
{ "numa", "NUMA scheduling and MM benchmarks", numa_benchmarks },
#endif
+ { "atomic", "Atomic operation benchmarks", atomic_benchmarks },
{"futex", "Futex stressing benchmarks", futex_benchmarks },
#ifdef HAVE_EVENTFD_SUPPORT
{"epoll", "Epoll stressing benchmarks", epoll_benchmarks },
--
2.53.0
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