[libc-commits] [libc] [libc] Use Atomics in GPU Benchmarks (PR #98842)
via libc-commits
libc-commits at lists.llvm.org
Sun Jul 14 15:55:07 PDT 2024
llvmbot wrote:
<!--LLVM PR SUMMARY COMMENT-->
@llvm/pr-subscribers-libc
Author: None (jameshu15869)
<details>
<summary>Changes</summary>
---
Full diff: https://github.com/llvm/llvm-project/pull/98842.diff
4 Files Affected:
- (modified) libc/benchmarks/gpu/CMakeLists.txt (+1)
- (modified) libc/benchmarks/gpu/LibcGpuBenchmark.cpp (+93-43)
- (modified) libc/benchmarks/gpu/LibcGpuBenchmark.h (+2-2)
- (modified) libc/benchmarks/gpu/src/ctype/isalnum_benchmark.cpp (+13-1)
``````````diff
diff --git a/libc/benchmarks/gpu/CMakeLists.txt b/libc/benchmarks/gpu/CMakeLists.txt
index d167abcaf2db1..eaeecbdacd23e 100644
--- a/libc/benchmarks/gpu/CMakeLists.txt
+++ b/libc/benchmarks/gpu/CMakeLists.txt
@@ -43,6 +43,7 @@ add_unittest_framework_library(
libc.src.__support.CPP.functional
libc.src.__support.CPP.limits
libc.src.__support.CPP.algorithm
+ libc.src.__support.CPP.atomic
libc.src.__support.fixed_point.fx_rep
libc.src.__support.macros.properties.types
libc.src.__support.OSUtil.osutil
diff --git a/libc/benchmarks/gpu/LibcGpuBenchmark.cpp b/libc/benchmarks/gpu/LibcGpuBenchmark.cpp
index 7f60c9cc4a2f4..d3c9e3350b1a8 100644
--- a/libc/benchmarks/gpu/LibcGpuBenchmark.cpp
+++ b/libc/benchmarks/gpu/LibcGpuBenchmark.cpp
@@ -1,6 +1,7 @@
#include "LibcGpuBenchmark.h"
#include "src/__support/CPP/algorithm.h"
#include "src/__support/CPP/array.h"
+#include "src/__support/CPP/atomic.h"
#include "src/__support/CPP/string.h"
#include "src/__support/FPUtil/sqrt.h"
#include "src/__support/GPU/utils.h"
@@ -11,61 +12,110 @@ namespace LIBC_NAMESPACE {
namespace benchmarks {
FixedVector<Benchmark *, 64> benchmarks;
-cpp::array<BenchmarkResult, 1024> results;
void Benchmark::add_benchmark(Benchmark *benchmark) {
benchmarks.push_back(benchmark);
}
-BenchmarkResult
-reduce_results(const cpp::array<BenchmarkResult, 1024> &results) {
- BenchmarkResult result;
- uint64_t cycles_sum = 0;
- double standard_deviation_sum = 0;
- uint64_t min = UINT64_MAX;
- uint64_t max = 0;
- uint32_t samples_sum = 0;
- uint32_t iterations_sum = 0;
- clock_t time_sum = 0;
- uint64_t num_threads = gpu::get_num_threads();
- for (uint64_t i = 0; i < num_threads; i++) {
- BenchmarkResult current_result = results[i];
- cycles_sum += current_result.cycles;
- standard_deviation_sum += current_result.standard_deviation;
- min = cpp::min(min, current_result.min);
- max = cpp::max(max, current_result.max);
- samples_sum += current_result.samples;
- iterations_sum += current_result.total_iterations;
- time_sum += current_result.total_time;
+void update_sums(const BenchmarkResult ¤t_result,
+ cpp::Atomic<uint64_t> &active_threads,
+ cpp::Atomic<uint64_t> &cycles_sum,
+ cpp::Atomic<uint64_t> &standard_deviation_sum,
+ cpp::Atomic<uint64_t> &min, cpp::Atomic<uint64_t> &max,
+ cpp::Atomic<uint32_t> &samples_sum,
+ cpp::Atomic<uint32_t> &iterations_sum,
+ cpp::Atomic<clock_t> &time_sum) {
+ gpu::memory_fence();
+ active_threads.fetch_add(1, cpp::MemoryOrder::RELAXED);
+
+ cycles_sum.fetch_add(current_result.cycles, cpp::MemoryOrder::RELAXED);
+ standard_deviation_sum.fetch_add(
+ static_cast<uint64_t>(current_result.standard_deviation),
+ cpp::MemoryOrder::RELAXED);
+
+ // Perform a CAS loop to atomically update the min
+ uint64_t orig_min = min.load(cpp::MemoryOrder::RELAXED);
+ while (!min.compare_exchange_strong(
+ orig_min, cpp::min(orig_min, current_result.min),
+ cpp::MemoryOrder::ACQUIRE, cpp::MemoryOrder::RELAXED)) {
}
- result.cycles = cycles_sum / num_threads;
- result.standard_deviation = standard_deviation_sum / num_threads;
- result.min = min;
- result.max = max;
- result.samples = samples_sum / num_threads;
- result.total_iterations = iterations_sum / num_threads;
- result.total_time = time_sum / num_threads;
- return result;
+
+ // Perform a CAS loop to atomically update the max
+ uint64_t orig_max = max.load(cpp::MemoryOrder::RELAXED);
+ while (!max.compare_exchange_strong(
+ orig_max, cpp::max(orig_max, current_result.max),
+ cpp::MemoryOrder::ACQUIRE, cpp::MemoryOrder::RELAXED)) {
+ }
+
+ samples_sum.fetch_add(current_result.samples, cpp::MemoryOrder::RELAXED);
+ iterations_sum.fetch_add(current_result.total_iterations,
+ cpp::MemoryOrder::RELAXED);
+ time_sum.fetch_add(current_result.total_time, cpp::MemoryOrder::RELAXED);
+ gpu::memory_fence();
+}
+
+cpp::Atomic<uint64_t> cycles_sum = 0;
+cpp::Atomic<uint64_t> standard_deviation_sum = 0;
+cpp::Atomic<uint64_t> min = UINT64_MAX;
+cpp::Atomic<uint64_t> max = 0;
+cpp::Atomic<uint32_t> samples_sum = 0;
+cpp::Atomic<uint32_t> iterations_sum = 0;
+cpp::Atomic<clock_t> time_sum = 0;
+cpp::Atomic<uint64_t> active_threads = 0;
+
+void print_results(Benchmark *b) {
+ constexpr auto GREEN = "\033[32m";
+ constexpr auto RESET = "\033[0m";
+
+ BenchmarkResult result;
+ gpu::memory_fence();
+ int num_threads = active_threads.load(cpp::MemoryOrder::RELAXED);
+ result.cycles = cycles_sum.load(cpp::MemoryOrder::RELAXED) / num_threads;
+ result.standard_deviation =
+ standard_deviation_sum.load(cpp::MemoryOrder::RELAXED) / num_threads;
+ result.min = min.load(cpp::MemoryOrder::RELAXED);
+ result.max = max.load(cpp::MemoryOrder::RELAXED);
+ result.samples = samples_sum.load(cpp::MemoryOrder::RELAXED) / num_threads;
+ result.total_iterations =
+ iterations_sum.load(cpp::MemoryOrder::RELAXED) / num_threads;
+ result.total_time = time_sum.load(cpp::MemoryOrder::RELAXED) / num_threads;
+ gpu::memory_fence();
+ log << GREEN << "[ RUN ] " << RESET << b->get_name() << '\n';
+ log << GREEN << "[ OK ] " << RESET << b->get_name() << ": "
+ << result.cycles << " cycles, " << result.min << " min, " << result.max
+ << " max, " << result.total_iterations << " iterations, "
+ << result.total_time << " ns, "
+ << static_cast<long>(result.standard_deviation)
+ << " stddev (num threads: " << num_threads << ")\n";
}
void Benchmark::run_benchmarks() {
uint64_t id = gpu::get_thread_id();
gpu::sync_threads();
- for (Benchmark *b : benchmarks)
- results[id] = b->run();
- gpu::sync_threads();
- if (id == 0) {
- for (Benchmark const *b : benchmarks) {
- BenchmarkResult all_results = reduce_results(results);
- constexpr auto GREEN = "\033[32m";
- constexpr auto RESET = "\033[0m";
- log << GREEN << "[ RUN ] " << RESET << b->get_name() << '\n';
- log << GREEN << "[ OK ] " << RESET << b->get_name() << ": "
- << all_results.cycles << " cycles, " << all_results.min << " min, "
- << all_results.max << " max, " << all_results.total_iterations
- << " iterations, " << all_results.total_time << " ns, "
- << static_cast<long>(all_results.standard_deviation) << " stddev\n";
+ for (Benchmark *b : benchmarks) {
+ gpu::memory_fence();
+ if (id == 0) {
+ active_threads.store(0, cpp::MemoryOrder::RELAXED);
+ cycles_sum.store(0, cpp::MemoryOrder::RELAXED);
+ standard_deviation_sum.store(0, cpp::MemoryOrder::RELAXED);
+ min.store(UINT64_MAX, cpp::MemoryOrder::RELAXED);
+ max.store(0, cpp::MemoryOrder::RELAXED);
+ samples_sum.store(0, cpp::MemoryOrder::RELAXED);
+ iterations_sum.store(0, cpp::MemoryOrder::RELAXED);
+ time_sum.store(0, cpp::MemoryOrder::RELAXED);
+ }
+ gpu::memory_fence();
+ gpu::sync_threads();
+
+ auto current_result = b->run();
+ update_sums(current_result, active_threads, cycles_sum,
+ standard_deviation_sum, min, max, samples_sum, iterations_sum,
+ time_sum);
+ gpu::sync_threads();
+
+ if (id == 0) {
+ print_results(b);
}
}
gpu::sync_threads();
diff --git a/libc/benchmarks/gpu/LibcGpuBenchmark.h b/libc/benchmarks/gpu/LibcGpuBenchmark.h
index ffc858911b1c0..b6bc8acb17a15 100644
--- a/libc/benchmarks/gpu/LibcGpuBenchmark.h
+++ b/libc/benchmarks/gpu/LibcGpuBenchmark.h
@@ -87,6 +87,7 @@ class Benchmark {
}
static void run_benchmarks();
+ const cpp::string_view get_name() const { return name; }
protected:
static void add_benchmark(Benchmark *benchmark);
@@ -96,13 +97,12 @@ class Benchmark {
BenchmarkOptions options;
return benchmark(options, func);
}
- const cpp::string_view get_name() const { return name; }
};
} // namespace benchmarks
} // namespace LIBC_NAMESPACE
#define BENCHMARK(SuiteName, TestName, Func) \
LIBC_NAMESPACE::benchmarks::Benchmark SuiteName##_##TestName##_Instance( \
- Func, #SuiteName "." #TestName);
+ Func, #SuiteName "." #TestName)
#endif
diff --git a/libc/benchmarks/gpu/src/ctype/isalnum_benchmark.cpp b/libc/benchmarks/gpu/src/ctype/isalnum_benchmark.cpp
index 4050bc0ec77b9..6f8d247902f76 100644
--- a/libc/benchmarks/gpu/src/ctype/isalnum_benchmark.cpp
+++ b/libc/benchmarks/gpu/src/ctype/isalnum_benchmark.cpp
@@ -6,4 +6,16 @@ uint64_t BM_IsAlnum() {
char x = 'c';
return LIBC_NAMESPACE::latency(LIBC_NAMESPACE::isalnum, x);
}
-BENCHMARK(LlvmLibcIsAlNumGpuBenchmark, IsAlnumWrapper, BM_IsAlnum);
+BENCHMARK(LlvmLibcIsAlNumGpuBenchmark, IsAlnum, BM_IsAlnum);
+
+uint64_t BM_IsAlnumCapital() {
+ char x = 'A';
+ return LIBC_NAMESPACE::latency(LIBC_NAMESPACE::isalnum, x);
+}
+BENCHMARK(LlvmLibcIsAlNumGpuBenchmark, IsAlnumCapital, BM_IsAlnumCapital);
+
+uint64_t BM_IsAlnumNotAlnum() {
+ char x = '{';
+ return LIBC_NAMESPACE::latency(LIBC_NAMESPACE::isalnum, x);
+}
+BENCHMARK(LlvmLibcIsAlNumGpuBenchmark, IsAlnumNotAlnum, BM_IsAlnumNotAlnum);
``````````
</details>
https://github.com/llvm/llvm-project/pull/98842
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