Files
rocm-systems/source/lib/omnitrace/library/critical_trace.hpp
T
Jonathan R. Madsen 9de3a6b0b4 Linux Perf Support + Causal Profiling Updates (#276)
* causal backtrace updates

- fix initial causal sampling period value

* causal delay updates

- tweak handling of sleep_for_overhead

* Fix experiment global scaling for prog pts

- results in drastically improved predictions

* pthread_mutex_gotcha updates

- disable all wrappers during causal profiling

* validate-causal-json.py updates

- support decimal stddev
- fix setting stddev from command-line

* causal perform_experiment_impl update

- handle start failing because finalizing

* deprecate causal::component::sample_rate

- appears to not help at all

* Rework sample info

* Increase causal unwind_depth

- use OMNITRACE_MAX_UNWIND_DEPTH

* validate-causal-json updates

- min experiments
  - exclude reporting predictions with less than X experiments at a given speedup
- percent samples
  - only print samples within X% of the peak (default: 95%)

* Update timemory submodule

- extensions to sampling for signals delivered via non-timer method
  - e.g. via HW counter overflow

* dwarf_entry::operator< updates

- sort via file

* causal profiling docs updates

- info about backends
- info about installing/enabling perf

* config updates: causal backend

- CausalBackend enum
- OMNITRACE_CAUSAL_BACKEND: perf, timer, auto
- omnitrace-causal option: --backend

* debug update

- use spin_mutex instead of std::mutex

* address_range::contains update

- range from 0-100 contains range from 10-100 but was returning false because high was == 100 not < 100

* symbol::operator< update

- handle load address differences

* sampling updates (non-causal)

- update get_timer to get_trigger + dynamic_cast

* container::static_vector updates

- support construction from container::c_array
- update_size private member func for handling atomic m_size

* Move perf files

- moved library/causal/perf.{hpp,cpp} to library/perf.{hpp,cpp}

* causal example update

- created impl.hpp (forward decls)
- renamed {cpu,rng}_func_impl to {cpu,rng}_impl_func
- only create two threads which run N iterations instead of two threads each iteration

* Update timemory submodule

- updates to unwind::processed_entry
- updates to procfs::maps

* Updated causal documentation

- fixed line numbers changed by modifications to causal example

* omnitrace-causal exe updates

- set OMNITRACE_THREAD_POOL_SIZE to zero by default

* core/containers updates

- static_vector: provide data() member function
- c_array pop_front() and pop_back() member functions

* core: config and argparse updates + perf

- core/perf.{hpp,cpp}
  - forward decl of enums
  - config-related capabilities
- argparse: --sample-overflow
- renamed some config functions
  - e.g. get_sampling_cpu_freq -> get_sampling_cputime_freq
- added config settings related to overflow sampling via perf
- added timer_sampling and overflow_sampling categories

* Update timemory submodule

- sampling allocator flushing

* binary updates

- lookup_ipaddr_entry
- use bfd_find_nearest_line instead of bfd_find_nearest_line_discriminator
  - discriminators are not used
- explicit instantiations of inlined_symbol::serialize

* Bump VERSION to 1.10.0

* sampling and perf updates

- support overflow sampling via Linux Perf
- update perf namespace
- update perf::perf_event
  - update record ctor: pointer instead of const ref
  - update open member func: return optional string
  - add m_batch_size member variable
- sampling updates
  - support overflow sampling
  - flush allocators
  - increase buffer size from 1024 to 2048
  - restructure post-processing in light of perf overflow supports
  - improve offload memory usage only load buffers for thread
  - load_offload_buffer(tid) uses thread-specific filepos
- component updates
  - backtrace_metrics::operator-=
  - backtrace_metrics::operator-
  - backtrace::sample does not record for overflow signal
  - callchain: perf overflow sample

* core updates

- component::sampling_percent does not report self + uses_percent_units

* causal updates

- tweak get_line_info
- overloads for set_current_selection (uint64_t, c_array, std::array)
- delay
  - use sampling::pause/sampling::resume
- experiment
  - experiment::sample derives from unwind::processed_entry
  - experiment::samples is vector instead of set
  - fixed samples
  - overloads for is_selected (uint64_t, c_array, std::array)
  - scaling factor defaults to 100 instead of 50
  - serialize updates follow change to experiment::sample
  - modify algorithm for increasing/decreasing experiment length
- sample_data
  - use map<uintptr, uint64_t> instead of set<sample_data>
  - get_samples returns vector<sample_data> instead of set<sample_data>
- sampling
  - support overflow via Linux Perf
  - update causal_offload_buffer
  - flush sampling allocator
- backtrace
  - overflow component

* libomnitrace-dl updates

- handle dl::InstrumentMode::PythonProfile

* testing updates (causal)

- causal line 155 -> causal line 100
- causal line 165 -> causal line 110

* formatting

* exit_gotcha updates

- exit_info for abort()
- message about non-zero exit code

* testing updates

- fail regex for causal tests
- validate-causal-json: >= min_experiments instead of > min_experiments
- handle OMNITRACE_DEBUG_SETTINGS in omnitrace_write_test_config

* causal sampling updates

- add new lines where appropriate

* causal data updates

- reorder diagnostic info when experiment fails to start

* binary updates

- symbol address range from address to address + symsize + 1
  - add 1 based on debug info

* causal data updates

- sample_selection wait_ns defaults to 1,000 instead of 10,000
- sample_selection wait scaled by iteration number
- save_line_info_impl verbosity
- print latest_eligible_pc when experiment does not start

* causal sampling + component updates

- perf backend disables component::backtrace
- ensure get_sampling_(realtime|cputime|overflow)_signal do not malloc

* causal: remove period stats

* validate-causal-json update

- fix --help

* causal data updates

- improve eligible pc history reporting when experiment fails to start

* causal data updates

- fix compute_eligible_lines_impl
  - eligible address ranges returning too many ranges
  - occasionally, overwrite all *true* eligible address ranges

* causal data updates

- reduce scoped ranges to symbol ranges
- is_eligible_address() returns true contains (not just coarse)
- revert some sample_selection behavior

* binary address_multirange updates

- make coarse_range private
- fix operator+=(pair<coarse, uintptr_t>)

* causal example update

- fix nsync to default to once per iteration

* binary analysis updates

- tweak header file includes

* causal updates

- remove factoring in sleep_for_overhead
- invoke delay::process() even if experiment is not active

* causal data updates

- update latest_eligible_pc structure

* update omnitrace-install.py.in

- fix support for fedora
  - /etc/os-release does not have ID_LIKE
  - fallback to RHEL 8.7 if version not specified

* update omnitrace-install.py.in

- fix support for debian
  - /etc/os-release does not have ID_LIKE
  - version mapping

* Update documentation

- update docs on installation

* causal data and experiment updates

- data: reset_sample_selection

* causal set_current_selection debugging

- debug messages for failed e2e runs

* causal data and backtrace component updates

- data: set_current_selection returns the number of eligible addresses added
- backtrace: if cputime signal has selected zero IPs > 5x, then realtime signal starts contributing call-stacks

* core library updates

- move config::parse_numeric_range to utility namespace
- add core/utility.cpp
- support range:increment, e.g. 5-25:10 expands to '5 15 25' instead of '5 10 15 20 25'

* omnitrace-causal update

- end-to-end expands all speedups
- support range:increment in speedups

* causal backtrace updates

- remove select_ival (realtime signal always contributes when select_count == 0)

* containers: static_vector update

- explicit c_array constructor
- explicit std::array constructor

* causal data updates

- remove set_current_selection(uint64_t)
- remove set_current_selection(std::array)
- sample_selection increase default wait time
- report eligible PC candidates
- move reset_sample_selection to perform_experiment_impl
- decrease latest_eligible_pc array size
- set_current_selection does not guard for experiment::active

* core debug updates

- OMNITRACE_PRINT_COLOR macros

* causal data updates

- tweak to experiment never started message

* causal gotcha updates

- remove unused code

* critical trace updates

- remove unused code

* omnitrace-causal

- OMNITRACE_LAUNCHER

* causal data updates

- don't fail on end-to-end + omnitrace-causal

* causal backtrace updates

- reintroduce select_ival behavior

* causal data updates

- tweak verbose messages about number of PC candidates

* core mproc updates

- utilities for waiting on child PID and diagnosing status
  - omnitrace::mproc::wait_pid
  - omnitrace::mproc::diagnose_status

* omnitrace-run updates

- support --fork argument for executing via fork in current process + execvpe on child instead of execvpe in current process

* omnitrace-causal updates

- wait_pid and diagnose_status just call equivalent functions in omnitrace::mproc

* ubuntu-focal workflow update

- attempt to launch ubuntu-focal-codecov job with CAP_SYS_ADMIN and use perf backend

* tests reorg and updates

- remove binary-rewrite-sampling and runtime-instrument-sampling tests
- rename *-preload tests (which use omnitrace-sample exe) to *-sampling
- split tests/CMakeLists.txt into several tests/omnitrace-<category>-tests.cmake files
- tweak to causal-both-omni-func test
  - add args: -n 2 -b timer

* update validate-causal-json.py

- better reasoning info for adjusting tolerance
- always apply tolerance adjustments in CI mode

* causal e2e tests update

- add label "causal-e2e" label
- tweak params
  - old: 80 12 432525 500000000
  - new: 80 50 432525 100000000
- disable processor affinity for slow-func/line-100 tests
  - artificially inflates some speedups with perf

* unblocking_gotcha updates

- overload operator() according to gotcha function index

* blocking_gotcha updates

- overload operator() according to gotcha function index
- fix bug where potentially post block functors (e.g. pthread_mutex_trylock) throw error if lock is not acquired.

* parse_numeric_range update

- support unordered_set

* config update

- OMNITRACE_DEBUG_{TIDS,PIDS} use parse_numeric_range
2023-04-13 02:14:35 -05:00

371 righe
12 KiB
C++

// MIT License
//
// Copyright (c) 2022 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
// in 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:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// 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
// AUTHORS 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 IN THE
// SOFTWARE.
#pragma once
#include "core/common.hpp"
#include "core/config.hpp"
#include "core/defines.hpp"
#include "core/perfetto.hpp"
#include "library/runtime.hpp"
#include "library/thread_data.hpp"
#include <timemory/backends/process.hpp>
#include <timemory/backends/threading.hpp>
#include <timemory/hash/types.hpp>
#include <timemory/macros/language.hpp>
#include <timemory/tpls/cereal/cereal.hpp>
#include <timemory/utility/demangle.hpp>
#include <timemory/utility/utility.hpp>
#include <cstdint>
#include <cstdlib>
#include <mutex>
#include <ostream>
#include <string>
#include <vector>
namespace omnitrace
{
namespace critical_trace
{
enum class Device : uint8_t
{
NONE = 0,
CPU,
GPU,
ANY,
};
enum class Phase : uint8_t
{
NONE = 0,
BEGIN,
END,
DELTA,
};
struct OMNITRACE_ATTRIBUTE(packed) entry
{
entry() = default;
~entry() = default;
entry(const entry&) = default;
entry(entry&&) noexcept = default;
entry& operator=(const entry&) = default;
entry& operator=(entry&&) noexcept = default;
Device device = Device::CPU; /// which device it executed on
Phase phase = Phase::NONE; /// start / stop / unspecified
uint16_t priority = 0; /// priority value (for sorting)
uint32_t depth = 0; /// call-stack depth
int32_t devid = 0; /// device id
int32_t pid = 0; /// process id
int32_t tid = 0; /// thread id it was registered on
uint64_t cpu_cid = 0; /// CPU correlation id
uint64_t gpu_cid = 0; /// GPU correlation id
uint64_t parent_cid = 0; /// parent CPU correlation id
int64_t begin_ns = 0; /// timestamp of start
int64_t end_ns = 0; /// timestamp of end
uintptr_t queue_id = 0; /// stream id (GPU) or mutex id
size_t hash = 0; /// hash for name
bool operator==(const entry& rhs) const;
bool operator!=(const entry& rhs) const { return !(*this == rhs); }
bool operator<(const entry& rhs) const;
bool operator>(const entry& rhs) const;
bool operator<=(const entry& rhs) const { return !(*this > rhs); }
bool operator>=(const entry& rhs) const { return !(*this < rhs); }
entry& operator+=(const entry& rhs);
size_t get_hash() const;
int64_t get_timestamp() const;
int64_t get_cost() const;
void write(std::ostream& _os) const;
friend std::ostream& operator<<(std::ostream& _os, const entry& _v)
{
_v.write(_os);
return _os;
}
template <typename Archive>
void save(Archive& ar, unsigned int) const;
template <typename Archive>
void load(Archive& ar, unsigned int);
};
template <typename Archive>
void
entry::save(Archive& ar, unsigned int) const
{
namespace cereal = tim::cereal;
#define SAVE_PACKED_ENTRY_FIELD(VAR) \
{ \
auto _val = VAR; \
ar(cereal::make_nvp(#VAR, _val)); \
}
SAVE_PACKED_ENTRY_FIELD(priority);
SAVE_PACKED_ENTRY_FIELD(device);
SAVE_PACKED_ENTRY_FIELD(phase);
SAVE_PACKED_ENTRY_FIELD(depth);
SAVE_PACKED_ENTRY_FIELD(devid);
SAVE_PACKED_ENTRY_FIELD(pid);
SAVE_PACKED_ENTRY_FIELD(tid);
SAVE_PACKED_ENTRY_FIELD(cpu_cid);
SAVE_PACKED_ENTRY_FIELD(gpu_cid);
SAVE_PACKED_ENTRY_FIELD(parent_cid);
SAVE_PACKED_ENTRY_FIELD(begin_ns);
SAVE_PACKED_ENTRY_FIELD(end_ns);
SAVE_PACKED_ENTRY_FIELD(queue_id);
SAVE_PACKED_ENTRY_FIELD(hash);
#undef SAVE_PACKED_ENTRY_FIELD
std::string _name{};
auto _hash = hash;
if(_hash > 0) _name = tim::get_hash_identifier(_hash);
ar(cereal::make_nvp("name", _name),
cereal::make_nvp("demangled_name", tim::demangle(_name)));
}
template <typename Archive>
void
entry::load(Archive& ar, unsigned int)
{
namespace cereal = tim::cereal;
#define LOAD_PACKED_ENTRY_FIELD(VAR) \
{ \
auto _val = VAR; \
ar(cereal::make_nvp(#VAR, _val)); \
VAR = _val; \
}
LOAD_PACKED_ENTRY_FIELD(priority);
LOAD_PACKED_ENTRY_FIELD(device);
LOAD_PACKED_ENTRY_FIELD(phase);
LOAD_PACKED_ENTRY_FIELD(depth);
LOAD_PACKED_ENTRY_FIELD(devid);
LOAD_PACKED_ENTRY_FIELD(pid);
LOAD_PACKED_ENTRY_FIELD(tid);
LOAD_PACKED_ENTRY_FIELD(cpu_cid);
LOAD_PACKED_ENTRY_FIELD(gpu_cid);
LOAD_PACKED_ENTRY_FIELD(parent_cid);
LOAD_PACKED_ENTRY_FIELD(begin_ns);
LOAD_PACKED_ENTRY_FIELD(end_ns);
LOAD_PACKED_ENTRY_FIELD(queue_id);
LOAD_PACKED_ENTRY_FIELD(hash);
#undef LOAD_PACKED_ENTRY_FIELD
std::string _name{};
std::string _demangled_name{};
ar(cereal::make_nvp("name", _name),
cereal::make_nvp("demangled_name", _demangled_name));
auto _hash = hash;
tim::get_hash_ids()->emplace(_hash, _name);
}
struct call_chain : private std::vector<entry>
{
using base_type = std::vector<entry>;
using base_type::at;
using base_type::back;
using base_type::begin;
using base_type::cbegin;
using base_type::cend;
using base_type::clear;
using base_type::emplace_back;
using base_type::empty;
using base_type::end;
using base_type::erase;
using base_type::front;
using base_type::pop_back;
using base_type::push_back;
using base_type::rbegin;
using base_type::rend;
using base_type::reserve;
using base_type::size;
int64_t get_cost(int64_t _tid = -1) const;
bool operator==(const call_chain& rhs) const;
bool operator!=(const call_chain& rhs) const { return !(*this == rhs); }
friend std::ostream& operator<<(std::ostream& _os, const call_chain& _v)
{
size_t _n = 0;
for(const auto& itr : _v)
_os << " [" << _n++ << "] " << itr << "\n";
return _os;
}
template <typename Archive>
void serialize(Archive& ar, unsigned int)
{
namespace cereal = tim::cereal;
ar(cereal::make_nvp("call_chain", static_cast<base_type&>(*this)));
}
template <Device DevT>
void generate_perfetto(::perfetto::Track, std::set<entry>& _used) const;
template <bool BoolV = true, typename FuncT>
bool query(FuncT&&) const;
};
template <bool BoolV, typename FuncT>
bool
call_chain::query(FuncT&& _func) const
{
for(const auto& itr : *this)
{
if(std::forward<FuncT>(_func)(itr)) return BoolV;
}
return !BoolV;
}
using hash_ids = std::unordered_set<std::string>;
uint64_t
get_update_frequency();
unique_ptr_t<call_chain>&
get(int64_t _tid = threading::get_id());
size_t
add_hash_id(const std::string& _label);
void
add_hash_id(const hash_ids&);
void
update(int64_t _tid = threading::get_id());
void
compute(int64_t _tid = threading::get_id());
std::vector<std::pair<std::string, entry>>
get_entries(const std::function<bool(const entry&)>& _eval = [](const entry&) {
return true;
});
struct id
{};
} // namespace critical_trace
template <critical_trace::Device DevID, critical_trace::Phase PhaseID,
bool UpdateStack = true>
inline void
add_critical_trace(int32_t _targ_tid, size_t _cpu_cid, size_t _gpu_cid,
size_t _parent_cid, int64_t _ts_beg, int64_t _ts_val, int32_t _devid,
uintptr_t _queue, size_t _hash, uint32_t _depth, uint16_t _prio = 0)
{
// clang-format off
// these are used to create unique type mutexes
struct critical_insert {};
struct cpu_cid_stack {};
// clang-format on
OMNITRACE_SCOPED_THREAD_STATE(ThreadState::Internal);
static constexpr auto num_mutexes = max_supported_threads;
static auto _update_freq = critical_trace::get_update_frequency();
static auto _pid = process::get_id();
auto _self_tid = threading::get_id();
if constexpr(PhaseID != critical_trace::Phase::NONE)
{
auto& _self_mtx =
type_mutex<critical_insert, project::omnitrace, num_mutexes>(_self_tid);
auto_lock_t _self_lk{ _self_mtx, std::defer_lock };
// unique lock per thread
if(!_self_lk.owns_lock()) _self_lk.lock();
auto& _critical_trace = critical_trace::get(_self_tid);
_critical_trace->emplace_back(critical_trace::entry{
DevID, PhaseID, _prio, _depth, _devid, _pid, _targ_tid, _cpu_cid, _gpu_cid,
_parent_cid, _ts_beg, _ts_val, _queue, _hash });
}
if constexpr(UpdateStack)
{
auto& _self_mtx = get_cpu_cid_stack_lock(_self_tid);
auto& _targ_mtx = get_cpu_cid_stack_lock(_targ_tid);
auto_lock_t _self_lk{ _self_mtx, std::defer_lock };
auto_lock_t _targ_lk{ _targ_mtx, std::defer_lock };
// unique lock per thread
auto _lock = [&_self_lk, &_targ_lk, _self_tid, _targ_tid]() {
if(!_self_lk.owns_lock() && _self_tid != _targ_tid) _self_lk.lock();
if(!_targ_lk.owns_lock()) _targ_lk.lock();
};
if constexpr(PhaseID == critical_trace::Phase::NONE)
{
_lock();
get_cpu_cid_stack(_targ_tid)->emplace_back(_cpu_cid);
}
else if constexpr(PhaseID == critical_trace::Phase::BEGIN)
{
_lock();
get_cpu_cid_stack(_targ_tid)->emplace_back(_cpu_cid);
}
else if constexpr(PhaseID == critical_trace::Phase::END)
{
_lock();
get_cpu_cid_stack(_targ_tid)->pop_back();
if(_gpu_cid == 0 && _cpu_cid % _update_freq == (_update_freq - 1))
critical_trace::update(_targ_tid);
}
tim::consume_parameters(_lock);
}
tim::consume_parameters(_pid, _targ_tid, _cpu_cid, _gpu_cid, _parent_cid, _ts_beg,
_ts_val, _devid, _queue, _hash, _depth, _prio, num_mutexes);
}
} // namespace omnitrace
namespace std
{
inline std::string
to_string(::omnitrace::critical_trace::Device _v)
{
using Device = ::omnitrace::critical_trace::Device;
switch(_v)
{
case Device::NONE: return std::string{};
case Device::CPU: return std::string{ "CPU" };
case Device::GPU: return std::string{ "GPU" };
case Device::ANY: return std::string{ "CPU + GPU" };
}
return std::string{ "Unknown Device" };
}
} // namespace std