CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
238 lines
7.4 KiB
C++
238 lines
7.4 KiB
C++
//===------------- AMDGPU implementation of timing utils --------*- C++ -*-===//
|
|
//
|
|
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
|
|
// See https://llvm.org/LICENSE.txt for license information.
|
|
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
|
|
//
|
|
//===----------------------------------------------------------------------===//
|
|
|
|
#ifndef LLVM_LIBC_UTILS_GPU_TIMING_AMDGPU
|
|
#define LLVM_LIBC_UTILS_GPU_TIMING_AMDGPU
|
|
|
|
#include "hdr/stdint_proxy.h"
|
|
#include "src/__support/CPP/algorithm.h"
|
|
#include "src/__support/CPP/array.h"
|
|
#include "src/__support/CPP/atomic.h"
|
|
#include "src/__support/CPP/type_traits.h"
|
|
#include "src/__support/GPU/utils.h"
|
|
#include "src/__support/macros/attributes.h"
|
|
#include "src/__support/macros/config.h"
|
|
|
|
namespace LIBC_NAMESPACE_DECL {
|
|
|
|
// Returns the overhead associated with calling the profiling region. This
|
|
// allows us to substract the constant-time overhead from the latency to
|
|
// obtain a true result. This can vary with system load.
|
|
[[gnu::noinline]] static LIBC_INLINE uint64_t overhead() {
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
uint32_t result = 0.0;
|
|
asm("v_or_b32 %[v_reg], 0, %[v_reg]\n" ::[v_reg] "v"(result));
|
|
asm("" ::"s"(start));
|
|
uint64_t stop = gpu::processor_clock();
|
|
return stop - start;
|
|
}
|
|
|
|
// Profile a simple function and obtain its latency in clock cycles on the
|
|
// system. This function cannot be inlined or else it will disturb the very
|
|
// delicate balance of hard-coded dependencies.
|
|
template <typename F, typename T>
|
|
[[gnu::noinline]] static LIBC_INLINE uint64_t latency(F f, T t) {
|
|
// We need to store the input somewhere to guarantee that the compiler
|
|
// will not constant propagate it and remove the profiling region.
|
|
volatile T storage = t;
|
|
T arg = storage;
|
|
|
|
// The AMDGPU architecture needs to wait on pending results.
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
// Get the current timestamp from the clock.
|
|
uint64_t start = gpu::processor_clock();
|
|
|
|
// This forces the compiler to load the input argument and run the clock
|
|
// cycle counter before the profiling region.
|
|
asm("" : "+v"(arg) : "s"(start));
|
|
|
|
// Run the function under test and return its value.
|
|
auto result = f(arg);
|
|
|
|
// This inline assembly performs a no-op which forces the result to both
|
|
// be used and prevents us from exiting this region before it's complete.
|
|
if constexpr (cpp::is_same_v<decltype(result), char> ||
|
|
cpp::is_same_v<decltype(result), bool>)
|
|
// AMDGPU does not support input register constraints for i1 and i8, so we
|
|
// cast it to a 32-bit integer. This does not add an additional assembly
|
|
// instruction (https://godbolt.org/z/zxGqv8G91).
|
|
asm("v_or_b32 %[v_reg], 0, %[v_reg]\n" ::[v_reg] "v"(
|
|
static_cast<uint32_t>(result)));
|
|
else
|
|
asm("v_or_b32 %[v_reg], 0, %[v_reg]\n" ::[v_reg] "v"(result));
|
|
|
|
// Obtain the current timestamp after running the calculation and force
|
|
// ordering.
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
// Return the time elapsed.
|
|
return stop - start;
|
|
}
|
|
|
|
template <typename F, typename T1, typename T2>
|
|
[[gnu::noinline]] static LIBC_INLINE uint64_t latency(F f, T1 t1, T2 t2) {
|
|
volatile T1 storage1 = t1;
|
|
volatile T2 storage2 = t2;
|
|
T1 arg1 = storage1;
|
|
T2 arg2 = storage2;
|
|
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
|
|
asm("" ::"s"(start));
|
|
|
|
auto result = f(arg1, arg2);
|
|
|
|
if constexpr (cpp::is_same_v<decltype(result), char> ||
|
|
cpp::is_same_v<decltype(result), bool>)
|
|
asm("v_or_b32 %[v_reg], 0, %[v_reg]\n" ::[v_reg] "v"(
|
|
static_cast<uint32_t>(result)));
|
|
else
|
|
asm("v_or_b32 %[v_reg], 0, %[v_reg]\n" ::[v_reg] "v"(result));
|
|
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
return stop - start;
|
|
}
|
|
|
|
// Provides the *baseline* for throughput: measures loop and measurement costs
|
|
// without calling the f function
|
|
template <typename T, size_t N>
|
|
static LIBC_INLINE uint64_t
|
|
throughput_baseline(const cpp::array<T, N> &inputs) {
|
|
asm("" ::"v"(&inputs));
|
|
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
asm("" ::"s"(start));
|
|
|
|
T result{};
|
|
|
|
#pragma clang loop unroll(disable)
|
|
for (auto input : inputs) {
|
|
asm("" ::"v"(input));
|
|
result = input;
|
|
asm("" ::"v"(result));
|
|
}
|
|
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
volatile auto output = result;
|
|
|
|
return stop - start;
|
|
}
|
|
|
|
// Provides throughput benchmarking
|
|
template <typename F, typename T, size_t N>
|
|
static LIBC_INLINE uint64_t throughput(F f, const cpp::array<T, N> &inputs) {
|
|
uint64_t baseline = UINT64_MAX;
|
|
for (int i = 0; i < 5; ++i)
|
|
baseline = cpp::min(baseline, throughput_baseline<T, N>(inputs));
|
|
|
|
asm("" ::"v"(&inputs));
|
|
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
asm("" ::"s"(start));
|
|
|
|
T result{};
|
|
|
|
#pragma clang loop unroll(disable)
|
|
for (auto input : inputs) {
|
|
asm("" ::"v"(input));
|
|
result = f(input);
|
|
asm("" ::"v"(result));
|
|
}
|
|
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
volatile auto output = result;
|
|
|
|
const uint64_t measured = stop - start;
|
|
return measured > baseline ? (measured - baseline) : 0;
|
|
}
|
|
|
|
// Provides the *baseline* for throughput with 2 arguments: measures loop and
|
|
// measurement costs without calling the f function
|
|
template <typename T, size_t N>
|
|
static LIBC_INLINE uint64_t throughput_baseline(
|
|
const cpp::array<T, N> &inputs1, const cpp::array<T, N> &inputs2) {
|
|
asm("" ::"v"(&inputs1), "v"(&inputs2));
|
|
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
asm("" ::"s"(start));
|
|
|
|
T result{};
|
|
|
|
#pragma clang loop unroll(disable)
|
|
for (size_t i = 0; i < N; i++) {
|
|
T x = inputs1[i];
|
|
T y = inputs2[i];
|
|
asm("" ::"v"(x), "v"(y));
|
|
result = x;
|
|
asm("" ::"v"(result));
|
|
}
|
|
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
volatile auto output = result;
|
|
|
|
return stop - start;
|
|
}
|
|
|
|
// Provides throughput benchmarking for 2 arguments (e.g. atan2())
|
|
template <typename F, typename T, size_t N>
|
|
static LIBC_INLINE uint64_t throughput(F f, const cpp::array<T, N> &inputs1,
|
|
const cpp::array<T, N> &inputs2) {
|
|
uint64_t baseline = UINT64_MAX;
|
|
for (int i = 0; i < 5; ++i)
|
|
baseline = cpp::min(baseline, throughput_baseline<T, N>(inputs1, inputs2));
|
|
|
|
asm("" ::"v"(&inputs1), "v"(&inputs2));
|
|
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
uint64_t start = gpu::processor_clock();
|
|
asm("" ::"s"(start));
|
|
|
|
T result{};
|
|
|
|
#pragma clang loop unroll(disable)
|
|
for (size_t i = 0; i < N; i++) {
|
|
T x = inputs1[i];
|
|
T y = inputs2[i];
|
|
asm("" ::"v"(x), "v"(y));
|
|
result = f(x, y);
|
|
asm("" ::"v"(result));
|
|
}
|
|
|
|
uint64_t stop = gpu::processor_clock();
|
|
asm("" ::"s"(stop));
|
|
cpp::atomic_thread_fence(cpp::MemoryOrder::ACQ_REL);
|
|
|
|
volatile auto output = result;
|
|
|
|
const uint64_t measured = stop - start;
|
|
return measured > baseline ? (measured - baseline) : 0;
|
|
}
|
|
|
|
} // namespace LIBC_NAMESPACE_DECL
|
|
|
|
#endif // LLVM_LIBC_UTILS_GPU_TIMING_AMDGPU
|