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Upgrade ROCm-SMI to AMD SMI (#86)

ソースを参照 
* Integrating amd-smi into rocprofiler-systems due to rocm-smi deprecation.
* No functionality changes to users other than naming conventions.
* New tracks available in perfetto- gpu busy percentage metrics now splits gfx busy into separate gfx, umc, and mm engine measurements.

---------

Signed-off-by: Carrie Fallows <Carrie.Fallows@amd.com>
Co-authored-by: David Galiffi <David.Galiffi@amd.com>
このコミットが含まれているのは:
cfallows-amd
2025-01-30 21:32:07 -05:00
committed by GitHub
親 af3a8f695f
コミット 0c32dfd6bc
32個のファイルの変更、533行の追加、363行の削除
Patchファイルをダウンロード Diffファイルをダウンロード すべてのファイルを展開 すべてのファイルを折り畳む
source/lib/rocprof-sys/library/rocm_smi.cpp
-526
ファイルの表示
@@ -1,526 +0,0 @@
// Copyright (c) 2018-2025 Advanced Micro Devices, Inc. All Rights Reserved.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// with the Software without restriction, including without limitation the
// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
// sell copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// * Redistributions of source code must retain the above copyright notice,
// this list of conditions and the following disclaimers.
//
// * Redistributions in binary form must reproduce the above copyright
// notice, this list of conditions and the following disclaimers in the
// documentation and/or other materials provided with the distribution.
//
// * Neither the names of Advanced Micro Devices, Inc. nor the names of its
// contributors may be used to endorse or promote products derived from
// this Software without specific prior written permission.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS WITH
// THE SOFTWARE.
#if defined(NDEBUG)
# undef NDEBUG
#endif
#include "library/rocm_smi.hpp"
#include "core/common.hpp"
#include "core/components/fwd.hpp"
#include "core/config.hpp"
#include "core/debug.hpp"
#include "core/gpu.hpp"
#include "core/perfetto.hpp"
#include "core/state.hpp"
#include "library/runtime.hpp"
#include "library/thread_info.hpp"
#include <timemory/backends/threading.hpp>
#include <timemory/components/timing/backends.hpp>
#include <timemory/mpl/type_traits.hpp>
#include <timemory/units.hpp>
#include <timemory/utility/delimit.hpp>
#include <timemory/utility/locking.hpp>
#include <rocm_smi/rocm_smi.h>
#include <cassert>
#include <chrono>
#include <ios>
#include <sstream>
#include <stdexcept>
#include <string>
#include <sys/resource.h>
#include <thread>
#define ROCPROFSYS_ROCM_SMI_CALL(...) \
::rocprofsys::rocm_smi::check_error(__FILE__, __LINE__, __VA_ARGS__)
namespace rocprofsys
{
namespace rocm_smi
{
using bundle_t = std::deque<data>;
using sampler_instances = thread_data<bundle_t, category::rocm_smi>;
namespace
{
auto&
get_settings(uint32_t _dev_id)
{
static auto _v = std::unordered_map<uint32_t, rocm_smi::settings>{};
return _v[_dev_id];
}
bool&
is_initialized()
{
static bool _v = false;
return _v;
}
void
check_error(const char* _file, int _line, rsmi_status_t _code, bool* _option = nullptr)
{
if(_code == RSMI_STATUS_SUCCESS)
return;
else if(_code == RSMI_STATUS_NOT_SUPPORTED && _option)
{
*_option = false;
return;
}
const char* _msg = nullptr;
auto _err = rsmi_status_string(_code, &_msg);
if(_err != RSMI_STATUS_SUCCESS)
ROCPROFSYS_THROW("rsmi_status_string failed. No error message available. "
"Error code %i originated at %s:%i\n",
static_cast<int>(_code), _file, _line);
ROCPROFSYS_THROW("[%s:%i] Error code %i :: %s", _file, _line, static_cast<int>(_code),
_msg);
}
std::atomic<State>&
get_state()
{
static std::atomic<State> _v{ State::PreInit };
return _v;
}
} // namespace
//--------------------------------------------------------------------------------------//
size_t data::device_count = 0;
std::set<uint32_t> data::device_list = {};
std::unique_ptr<data::promise_t> data::polling_finished = {};
data::data(uint32_t _dev_id) { sample(_dev_id); }
void
data::sample(uint32_t _dev_id)
{
auto _ts = tim::get_clock_real_now<size_t, std::nano>();
assert(_ts < std::numeric_limits<int64_t>::max());
rsmi_gpu_metrics_t _gpu_metrics;
auto _state = get_state().load();
if(_state != State::Active) return;
m_dev_id = _dev_id;
m_ts = _ts;
#define ROCPROFSYS_RSMI_GET(OPTION, FUNCTION, ...) \
if(OPTION) \
{ \
try \
{ \
ROCPROFSYS_ROCM_SMI_CALL(FUNCTION(__VA_ARGS__), &OPTION); \
} catch(std::runtime_error & _e) \
{ \
ROCPROFSYS_VERBOSE_F( \
0, "[%s] Exception: %s. Disabling future samples from rocm-smi...\n", \
#FUNCTION, _e.what()); \
get_state().store(State::Disabled); \
} \
}
ROCPROFSYS_RSMI_GET(get_settings(m_dev_id).busy, rsmi_dev_busy_percent_get, _dev_id,
&m_busy_perc);
ROCPROFSYS_RSMI_GET(get_settings(m_dev_id).temp, rsmi_dev_temp_metric_get, _dev_id,
RSMI_TEMP_TYPE_JUNCTION, RSMI_TEMP_CURRENT, &m_temp);
RSMI_POWER_TYPE power_type = RSMI_CURRENT_POWER;
ROCPROFSYS_RSMI_GET(get_settings(m_dev_id).power, rsmi_dev_power_get, _dev_id,
&m_power, &power_type)
ROCPROFSYS_RSMI_GET(get_settings(m_dev_id).mem_usage, rsmi_dev_memory_usage_get,
_dev_id, RSMI_MEM_TYPE_VRAM, &m_mem_usage);
ROCPROFSYS_RSMI_GET(get_settings(m_dev_id).vcn_activity,
rsmi_dev_gpu_metrics_info_get, _dev_id, &_gpu_metrics);
for(const auto& activity : _gpu_metrics.vcn_activity)
{
if(activity != UINT16_MAX) m_vcn_metrics.push_back(activity);
}
#undef ROCPROFSYS_RSMI_GET
}
void
data::print(std::ostream& _os) const
{
std::stringstream _ss{};
_ss << "device: " << m_dev_id << ", busy = " << m_busy_perc << "%, temp = " << m_temp
<< ", power = " << m_power << ", memory usage = " << m_mem_usage;
_os << _ss.str();
}
namespace
{
std::vector<unique_ptr_t<bundle_t>*> _bundle_data{};
}
void
config()
{
_bundle_data.resize(data::device_count, nullptr);
for(size_t i = 0; i < data::device_count; ++i)
{
if(data::device_list.count(i) > 0)
{
_bundle_data.at(i) = &sampler_instances::get()->at(i);
if(!*_bundle_data.at(i))
*_bundle_data.at(i) = unique_ptr_t<bundle_t>{ new bundle_t{} };
}
}
data::get_initial().resize(data::device_count);
for(auto itr : data::device_list)
data::get_initial().at(itr).sample(itr);
}
void
sample()
{
for(auto itr : data::device_list)
{
if(rocm_smi::get_state() != State::Active) continue;
ROCPROFSYS_DEBUG_F("Polling rocm-smi for device %u...\n", itr);
auto& _data = *_bundle_data.at(itr);
if(!_data) continue;
_data->emplace_back(data{ itr });
ROCPROFSYS_DEBUG_F(" %s\n", TIMEMORY_JOIN("", _data->back()).c_str());
}
}
void
set_state(State _v)
{
rocm_smi::get_state().store(_v);
}
std::vector<data>&
data::get_initial()
{
static std::vector<data> _v{};
return _v;
}
bool
data::setup()
{
perfetto_counter_track<data>::init();
rocm_smi::set_state(State::PreInit);
return true;
}
bool
data::shutdown()
{
ROCPROFSYS_DEBUG("Shutting down rocm-smi...\n");
rocm_smi::set_state(State::Finalized);
return true;
}
#define GPU_METRIC(COMPONENT, ...) \
if constexpr(tim::trait::is_available<COMPONENT>::value) \
{ \
auto* _val = _v.get<COMPONENT>(); \
if(_val) \
{ \
_val->set_value(itr.__VA_ARGS__); \
_val->set_accum(itr.__VA_ARGS__); \
} \
}
void
data::post_process(uint32_t _dev_id)
{
using component::sampling_gpu_busy;
using component::sampling_gpu_memory;
using component::sampling_gpu_power;
using component::sampling_gpu_temp;
using component::sampling_gpu_vcn;
if(device_count < _dev_id) return;
auto& _rocm_smi_v = sampler_instances::get()->at(_dev_id);
auto _rocm_smi = (_rocm_smi_v) ? *_rocm_smi_v : std::deque<rocm_smi::data>{};
const auto& _thread_info = thread_info::get(0, InternalTID);
ROCPROFSYS_VERBOSE(1, "Post-processing %zu rocm-smi samples from device %u\n",
_rocm_smi.size(), _dev_id);
ROCPROFSYS_CI_THROW(!_thread_info, "Missing thread info for thread 0");
if(!_thread_info) return;
auto _settings = get_settings(_dev_id);
auto _process_perfetto = [&]() {
auto _idx = std::array<uint64_t, 5>{};
{
_idx.fill(_idx.size());
uint64_t nidx = 0;
if(_settings.busy) _idx.at(0) = nidx++;
if(_settings.temp) _idx.at(1) = nidx++;
if(_settings.power) _idx.at(2) = nidx++;
if(_settings.mem_usage) _idx.at(3) = nidx++;
if(_settings.vcn_activity) _idx.at(4) = nidx++;
}
for(auto& itr : _rocm_smi)
{
using counter_track = perfetto_counter_track<data>;
if(itr.m_dev_id != _dev_id) continue;
if(!counter_track::exists(_dev_id))
{
auto addendum = [&](const char* _v) {
return JOIN(" ", "GPU", _v, JOIN("", '[', _dev_id, ']'), "(S)");
};
if(_settings.busy) counter_track::emplace(_dev_id, addendum("Busy"), "%");
if(_settings.temp)
counter_track::emplace(_dev_id, addendum("Temperature"), "deg C");
if(_settings.power)
counter_track::emplace(_dev_id, addendum("Power"), "watts");
if(_settings.mem_usage)
counter_track::emplace(_dev_id, addendum("Memory Usage"),
"megabytes");
if(_settings.vcn_activity)
{
for(std::size_t i = 0; i < std::size(itr.m_vcn_metrics); ++i)
counter_track::emplace(
_dev_id,
addendum(("VCN Activity on " + std::to_string(i)).c_str()),
"%");
}
}
uint64_t _ts = itr.m_ts;
if(!_thread_info->is_valid_time(_ts)) continue;
double _busy = itr.m_busy_perc;
double _temp = itr.m_temp / 1.0e3;
double _power = itr.m_power / 1.0e6;
double _usage = itr.m_mem_usage / static_cast<double>(units::megabyte);
if(_settings.busy)
TRACE_COUNTER("device_busy", counter_track::at(_dev_id, _idx.at(0)), _ts,
_busy);
if(_settings.temp)
TRACE_COUNTER("device_temp", counter_track::at(_dev_id, _idx.at(1)), _ts,
_temp);
if(_settings.power)
TRACE_COUNTER("device_power", counter_track::at(_dev_id, _idx.at(2)), _ts,
_power);
if(_settings.mem_usage)
TRACE_COUNTER("device_memory_usage",
counter_track::at(_dev_id, _idx.at(3)), _ts, _usage);
if(_settings.vcn_activity)
{
uint64_t idx = _idx.at(4);
for(const auto& temp : itr.m_vcn_metrics)
{
TRACE_COUNTER("device_vcn_activity", counter_track::at(_dev_id, idx),
_ts, temp);
++idx;
}
}
}
};
if(get_use_perfetto()) _process_perfetto();
}
//--------------------------------------------------------------------------------------//
void
setup()
{
auto_lock_t _lk{ type_mutex<category::rocm_smi>() };
if(is_initialized() || !get_use_rocm_smi()) return;
ROCPROFSYS_SCOPED_SAMPLING_ON_CHILD_THREADS(false);
// assign the data value to determined by rocm-smi
data::device_count = device_count();
auto _devices_v = get_sampling_gpus();
for(auto& itr : _devices_v)
itr = tolower(itr);
if(_devices_v == "off")
_devices_v = "none";
else if(_devices_v == "on")
_devices_v = "all";
bool _all_devices = _devices_v.find("all") != std::string::npos || _devices_v.empty();
bool _no_devices = _devices_v.find("none") != std::string::npos;
std::set<uint32_t> _devices = {};
auto _emplace = [&_devices](auto idx) {
if(idx < data::device_count) _devices.emplace(idx);
};
if(_all_devices)
{
for(uint32_t i = 0; i < data::device_count; ++i)
_emplace(i);
}
else if(!_no_devices)
{
auto _enabled = tim::delimit(_devices_v, ",; \t");
for(auto&& itr : _enabled)
{
if(itr.find_first_not_of("0123456789-") != std::string::npos)
{
ROCPROFSYS_THROW("Invalid GPU specification: '%s'. Only numerical values "
"(e.g., 0) or ranges (e.g., 0-7) are permitted.",
itr.c_str());
}
if(itr.find('-') != std::string::npos)
{
auto _v = tim::delimit(itr, "-");
ROCPROFSYS_CONDITIONAL_THROW(_v.size() != 2,
"Invalid GPU range specification: '%s'. "
"Required format N-M, e.g. 0-4",
itr.c_str());
for(auto i = std::stoul(_v.at(0)); i < std::stoul(_v.at(1)); ++i)
_emplace(i);
}
else
{
_emplace(std::stoul(itr));
}
}
}
data::device_list = _devices;
auto _metrics = get_setting_value<std::string>("ROCPROFSYS_ROCM_SMI_METRICS");
try
{
for(auto itr : _devices)
{
uint16_t dev_id = 0;
ROCPROFSYS_ROCM_SMI_CALL(rsmi_dev_id_get(itr, &dev_id));
// dev_id holds the device ID of device i, upon a successful call
if(_metrics && !_metrics->empty())
{
using key_pair_t = std::pair<std::string_view, bool&>;
const auto supported = std::unordered_map<std::string_view, bool&>{
key_pair_t{ "busy", get_settings(dev_id).busy },
key_pair_t{ "temp", get_settings(dev_id).temp },
key_pair_t{ "power", get_settings(dev_id).power },
key_pair_t{ "mem_usage", get_settings(dev_id).mem_usage },
key_pair_t{ "vcn_activity", get_settings(dev_id).vcn_activity },
};
get_settings(dev_id) = { false, false, false, false };
for(const auto& metric : tim::delimit(*_metrics, ",;:\t\n "))
{
auto iitr = supported.find(metric);
if(iitr == supported.end())
ROCPROFSYS_FAIL_F("unsupported rocm-smi metric: %s\n",
metric.c_str());
ROCPROFSYS_VERBOSE_F(1, "Enabling rocm-smi metric '%s'\n",
metric.c_str());
iitr->second = true;
}
}
}
is_initialized() = true;
data::setup();
} catch(std::runtime_error& _e)
{
ROCPROFSYS_VERBOSE(0, "Exception thrown when initializing rocm-smi: %s\n",
_e.what());
data::device_list = {};
}
}
void
shutdown()
{
auto_lock_t _lk{ type_mutex<category::rocm_smi>() };
if(!is_initialized()) return;
try
{
if(data::shutdown())
{
ROCPROFSYS_ROCM_SMI_CALL(rsmi_shut_down());
}
} catch(std::runtime_error& _e)
{
ROCPROFSYS_VERBOSE(0, "Exception thrown when shutting down rocm-smi: %s\n",
_e.what());
}
is_initialized() = false;
}
void
post_process()
{
for(auto itr : data::device_list)
data::post_process(itr);
}
uint32_t
device_count()
{
return gpu::rsmi_device_count();
}
} // namespace rocm_smi
} // namespace rocprofsys
ROCPROFSYS_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, rocprofsys::component::backtrace_gpu_busy>), true,
double)
ROCPROFSYS_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, rocprofsys::component::backtrace_gpu_temp>), true,
double)
ROCPROFSYS_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, rocprofsys::component::backtrace_gpu_power>), true,
double)
ROCPROFSYS_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, rocprofsys::component::backtrace_gpu_memory>), true,
double)
ROCPROFSYS_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, rocprofsys::component::backtrace_gpu_vcn>), true,
double)