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time_limit.h
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time_limit.h
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// Copyright 2010-2018 Google LLC
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef OR_TOOLS_UTIL_TIME_LIMIT_H_
#define OR_TOOLS_UTIL_TIME_LIMIT_H_
#include <algorithm>
#include <atomic>
#include <cstdlib>
#include <limits>
#include <memory>
#include <string>
#include "absl/container/flat_hash_map.h"
#include "absl/memory/memory.h"
#include "absl/synchronization/mutex.h"
#include "absl/time/clock.h"
#include "ortools/base/commandlineflags.h"
#include "ortools/base/logging.h"
#include "ortools/base/macros.h"
#include "ortools/base/timer.h"
#include "ortools/util/running_stat.h"
#ifdef HAS_PERF_SUBSYSTEM
#include "exegesis/exegesis/itineraries/perf_subsystem.h"
#endif // HAS_PERF_SUBSYSTEM
/**
* Enables changing the behavior of the TimeLimit class to use -b usertime
* instead of \b walltime. This is mainly useful for benchmarks.
*/
DECLARE_bool(time_limit_use_usertime);
/**
* Adds support to measure the number of executed instructions in the TimeLimit
* class.
*/
DECLARE_bool(time_limit_use_instruction_count);
namespace operations_research {
/**
* A simple class to enforce both an elapsed time limit and a deterministic time
* limit in the same thread as a program.
* The idea is to call LimitReached() as often as possible, until it returns
* false. The program should then abort as fast as possible.
*
* The deterministic limit is used to ensure reproductibility. As a consequence
* the deterministic time has to be advanced manually using the method
* AdvanceDeterministicTime().
*
* The instruction counter keeps track of number of executed cpu instructions.
* It uses Performance Monitoring Unit (PMU) counters to keep track of
* instruction count.
*
* The call itself is as fast as CycleClock::Now() + a few trivial instructions,
* unless the time_limit_use_instruction_count flag is set.
*
* The limit is very conservative: it returns true (i.e. the limit is reached)
* when current_time + max(T, ε) >= limit_time, where ε is a small constant (see
* TimeLimit::kSafetyBufferSeconds), and T is the maximum measured time interval
* between two consecutive calls to LimitReached() over the last kHistorySize
* calls (so that we only consider "recent" history).
* This is made so that the probability of actually exceeding the time limit is
* small, without aborting too early.
*
* The deterministic time limit can be logged at a more granular level: the
* method TimeLimit::AdvanceDeterministicTime takes an optional string argument:
* the name of a counter. In debug mode, the time limit object computes also the
* elapsed time for each named counter separately, and these values can be used
* to determine the coefficients for computing the deterministic duration from
* the number of operations. The values of the counters can be printed using
* TimeLimit::DebugString(). There is no API to access the values of the
* counters directly, because they do not exist in optimized mode.
*
* The basic steps for determining coefficients for the deterministic time are:
* 1. Run the code in debug mode to collect the values of the deterministic time
* counters. Unless the algorithm is different in optimized mode, the values
* of the deterministic counters in debug mode will be the same as in
* optimized mode.
* 2. Run the code in optimized mode to measure the real (CPU) time of the whole
* benchmark.
* 3. Determine the coefficients for deterministic time from the real time and
* the values of the deterministic counters, e. g. by solving the equations
* C_1*c_1 + C_2*c_2 + ... + C_N*c_N + Err = T
* where C_1 is the unknown coefficient for counter c_1, Err is the random
* measurement error and T is the measured real time. The equation can be
* solved e.g. using the least squares method.
*
* Note that in optimized mode, the counters are disabled for performance
* reasons, and calling AdvanceDeterministicTime(duration, counter_name) is
* equivalent to calling AdvanceDeterministicTime(duration).
*/
// TODO(user): The expression "deterministic time" should be replaced with
// "number of operations" to avoid confusion with "real" time.
class TimeLimit {
public:
static const double kSafetyBufferSeconds; // See the .cc for the value.
static const int kHistorySize;
/**
* Sets the elapsed, the deterministic time and the instruction count limits.
* The elapsed time is based on the wall time and the counter starts 'now'.
* The deterministic time has to be manually advanced using the method
* AdvanceDeterministicTime().
*
* Instruction count is the number of instructions executed. It is based on
* PMU counters and is not very acurate.
*
* Use an infinite limit value to ignore a limit.
*/
explicit TimeLimit(
double limit_in_seconds,
double deterministic_limit = std::numeric_limits<double>::infinity(),
double instruction_limit = std::numeric_limits<double>::infinity());
TimeLimit() : TimeLimit(std::numeric_limits<double>::infinity()) {}
TimeLimit(const TimeLimit&) = delete;
TimeLimit& operator=(const TimeLimit&) = delete;
/**
* Creates a time limit object that uses infinite time for wall time,
* deterministic time and instruction count limit.
*/
static std::unique_ptr<TimeLimit> Infinite() {
return absl::make_unique<TimeLimit>(
std::numeric_limits<double>::infinity(),
std::numeric_limits<double>::infinity(),
std::numeric_limits<double>::infinity());
}
/**
* Creates a time limit object that puts limit only on the deterministic time.
*/
static std::unique_ptr<TimeLimit> FromDeterministicTime(
double deterministic_limit) {
return absl::make_unique<TimeLimit>(
std::numeric_limits<double>::infinity(), deterministic_limit,
std::numeric_limits<double>::infinity());
}
/**
* Creates a time limit object initialized from an object that provides
* methods \c max_time_in_seconds() and max_deterministic_time(). This method
* is designed specifically to work with solver parameter protos, e.g.
* \c BopParameters, \c MipParameters and \c SatParameters.
*/
// TODO(user): Support adding instruction count limit from parameters.
template <typename Parameters>
static std::unique_ptr<TimeLimit> FromParameters(
const Parameters& parameters) {
return absl::make_unique<TimeLimit>(
parameters.max_time_in_seconds(), parameters.max_deterministic_time(),
std::numeric_limits<double>::infinity());
}
/**
* Sets the instruction limit. We need this method since the static
* constructor to create time limit from parameters doesn't support setting
* instruction limit.
*/
void SetInstructionLimit(double instruction_limit) {
instruction_limit_ = instruction_limit;
}
/**
* Returns the number of instructions executed since the creation of this
* object.
*/
// TODO(user): Use an exact counter for counting instructions. The
// PMU counter returns the instruction count value as double since there may
// be sampling issues.
double ReadInstructionCounter();
/**
* Returns true when the external limit is true, or the deterministic time is
* over the deterministic limit or if the next time \c LimitReached() is
* called is likely to be over the time limit. See toplevel comment. Once it
* has returned true, it is guaranteed to always return true.
*/
bool LimitReached();
/**
* Returns the time left on this limit, or 0 if the limit was reached (it
* never returns a negative value). Note that it might return a positive
* value even though \c LimitReached() would return true; because the latter
* is conservative (see toplevel comment). If \c LimitReached() was actually
* called and did return \b true, though, this will always return 0.
*
* If the TimeLimit was constructed with \b infinity as the limit, this will
* always return infinity.
*
* Note that this function is not optimized for speed as \c LimitReached() is.
*/
double GetTimeLeft() const;
/**
* Returns the remaining deterministic time before \c LimitReached() returns
* true due to the deterministic limit.
* If the \c TimeLimit was constructed with \b infinity as the deterministic
* limit (default value), this will always return infinity.
*/
double GetDeterministicTimeLeft() const {
return std::max(0.0, deterministic_limit_ - elapsed_deterministic_time_);
}
/**
* Returns the number of instructions left to reach the limit.
*/
double GetInstructionsLeft();
/**
* Advances the deterministic time. For reproducibility reasons, the
* deterministic time doesn't advance automatically as the regular elapsed
* time does.
*/
inline void AdvanceDeterministicTime(double deterministic_duration) {
DCHECK_LE(0.0, deterministic_duration);
elapsed_deterministic_time_ += deterministic_duration;
}
/**
* Advances the deterministic time. For reproducibility reasons, the
* deterministic time doesn't advance automatically as the regular elapsed
* time does.
*
* In debug mode, this method also updates the deterministic time counter with
* the given name. In optimized mode, this method is equivalent to
* \c AdvanceDeterministicTime(double).
*/
inline void AdvanceDeterministicTime(double deterministic_duration,
const char* counter_name) {
AdvanceDeterministicTime(deterministic_duration);
#ifndef NDEBUG
deterministic_counters_[counter_name] += deterministic_duration;
#endif
}
/**
* Returns the time elapsed in seconds since the construction of this object.
*/
double GetElapsedTime() const {
return 1e-9 * (absl::GetCurrentTimeNanos() - start_ns_);
}
/**
* Returns the elapsed deterministic time since the construction of this
* object. That corresponds to the sum of all deterministic durations passed
* as an argument to \c AdvanceDeterministicTime() calls.
*/
double GetElapsedDeterministicTime() const {
return elapsed_deterministic_time_;
}
/**
* Registers the external Boolean to check when LimitReached() is called.
* This is used to mark the limit as reached through an external Boolean,
* i.e. \c LimitReached() returns true when the value of
* external_boolean_as_limit is true whatever the time limits are.
*
* Note : The external_boolean_as_limit can be modified during solve.
*/
void RegisterExternalBooleanAsLimit(
std::atomic<bool>* external_boolean_as_limit) {
external_boolean_as_limit_ = external_boolean_as_limit;
}
/**
* Returns the current external Boolean limit.
*/
std::atomic<bool>* ExternalBooleanAsLimit() const {
return external_boolean_as_limit_;
}
/**
* Sets new time limits. Note that this does not reset the running max nor
* any registered external Boolean.
*/
template <typename Parameters>
void ResetLimitFromParameters(const Parameters& parameters);
void MergeWithGlobalTimeLimit(TimeLimit* other);
/**
* Returns information about the time limit object in a human-readable form.
*/
std::string DebugString() const;
private:
void ResetTimers(double limit_in_seconds, double deterministic_limit,
double instruction_limit);
std::string GetInstructionRetiredEventName() const {
return "inst_retired:any_p:u";
}
mutable int64 start_ns_; // Not const! this is initialized after instruction
// counter initialization.
int64 last_ns_;
int64 limit_ns_; // Not const! See the code of LimitReached().
const int64 safety_buffer_ns_;
RunningMax<int64> running_max_;
// Only used when FLAGS_time_limit_use_usertime is true.
UserTimer user_timer_;
double limit_in_seconds_;
double deterministic_limit_;
double elapsed_deterministic_time_;
std::atomic<bool>* external_boolean_as_limit_;
#ifdef HAS_PERF_SUBSYSTEM
// PMU counter to help count the instructions.
exegesis::PerfSubsystem perf_subsystem_;
#endif // HAS_PERF_SUBSYSTEM
// Given limit in terms of number of instructions.
double instruction_limit_;
#ifndef NDEBUG
// Contains the values of the deterministic time counters.
absl::flat_hash_map<std::string, double> deterministic_counters_;
#endif
friend class NestedTimeLimit;
friend class ParallelTimeLimit;
};
// Wrapper around TimeLimit to make it thread safe and add Stop() support.
class SharedTimeLimit {
public:
explicit SharedTimeLimit(TimeLimit* time_limit)
: time_limit_(time_limit), stopped_boolean_(false) {
// We use the one already registered if present or ours otherwise.
stopped_ = time_limit->ExternalBooleanAsLimit();
if (stopped_ == nullptr) {
stopped_ = &stopped_boolean_;
time_limit->RegisterExternalBooleanAsLimit(stopped_);
}
}
~SharedTimeLimit() {
if (stopped_ == &stopped_boolean_) {
time_limit_->RegisterExternalBooleanAsLimit(nullptr);
}
}
bool LimitReached() const {
// Note, time_limit_->LimitReached() is not const, and changes internal
// state of time_limit_, hence we need a writer's lock.
absl::MutexLock lock(&mutex_);
return time_limit_->LimitReached();
}
void Stop() {
absl::MutexLock lock(&mutex_);
*stopped_ = true;
}
void UpdateLocalLimit(TimeLimit* local_limit) {
absl::MutexLock lock(&mutex_);
local_limit->MergeWithGlobalTimeLimit(time_limit_);
}
void AdvanceDeterministicTime(double deterministic_duration) {
absl::MutexLock lock(&mutex_);
time_limit_->AdvanceDeterministicTime(deterministic_duration);
}
double GetTimeLeft() const {
absl::ReaderMutexLock lock(&mutex_);
return time_limit_->GetTimeLeft();
}
double GetElapsedDeterministicTime() const {
absl::ReaderMutexLock lock(&mutex_);
return time_limit_->GetElapsedDeterministicTime();
}
private:
mutable absl::Mutex mutex_;
TimeLimit* time_limit_ GUARDED_BY(mutex_);
std::atomic<bool> stopped_boolean_ GUARDED_BY(mutex_);
std::atomic<bool>* stopped_ GUARDED_BY(mutex_);
};
/**
* Provides a way to nest time limits for algorithms where a certain part of
* the computation is bounded not just by the overall time limit, but also by a
* stricter time limit specific just for this particular part.
*
* This class takes a base time limit object (the overall time limit) and the
* part-specific time limit, and creates a new time limit object for the part.
* This new time limit object will expire when either the overall time limit
* expires or when the part-specific time limit expires.
*
* Example usage:
* \code
TimeLimit overall_time_limit(...);
NestedTimeLimit subalgorith_time_limit(&overall_time_limit,
subalgorithm_limit_in_seconds,
subalgorithm_deterministic_limit);
RunTheSubalgorithm(subalgorithm_time_limit.GetTimeLimit());
\endcode
*
* Note that remaining wall time in the base time limit is decreasing
* "automatically", but the deterministic time needs to be updated manually.
* This update is done only once, during the destruction of the nested time
* limit object. To track the deterministic time properly, the user must avoid
* modifying the base time limit object when a nested time limit exists.
*
* The nested time limits supports the external time limit condition in the
* sense, that if the overall time limit has an external boolean registered, the
* nested time limit object will use the same boolean value as an external time
* limit too.
*/
class NestedTimeLimit {
public:
/**
* Creates the nested time limit. Note that 'base_time_limit' must remain
* valid for the whole lifetime of the nested time limit object.
*/
NestedTimeLimit(TimeLimit* base_time_limit, double limit_in_seconds,
double deterministic_limit);
/**
* Updates elapsed deterministic time in the base time limit object.
*/
~NestedTimeLimit();
/**
* Creates a time limit object initialized from a base time limit and an
* object that provides methods max_time_in_seconds() and
* max_deterministic_time(). This method is designed specifically to work with
* solver parameter protos, e.g. BopParameters, MipParameters and
* SatParameters.
*/
template <typename Parameters>
static std::unique_ptr<NestedTimeLimit> FromBaseTimeLimitAndParameters(
TimeLimit* time_limit, const Parameters& parameters) {
return absl::make_unique<NestedTimeLimit>(
time_limit, parameters.max_time_in_seconds(),
parameters.max_deterministic_time());
}
/**
* Returns a time limit object that represents the combination of the overall
* time limit and the part-specific time limit. The returned time limit object
* is owned by the nested time limit object that returns it, and it will
* remain valid until the nested time limit object is destroyed.
*/
TimeLimit* GetTimeLimit() { return &time_limit_; }
private:
TimeLimit* const base_time_limit_;
TimeLimit time_limit_;
DISALLOW_COPY_AND_ASSIGN(NestedTimeLimit);
};
// ################## Implementations below #####################
inline TimeLimit::TimeLimit(double limit_in_seconds, double deterministic_limit,
double instruction_limit)
: safety_buffer_ns_(static_cast<int64>(kSafetyBufferSeconds * 1e9)),
running_max_(kHistorySize),
external_boolean_as_limit_(nullptr) {
ResetTimers(limit_in_seconds, deterministic_limit, instruction_limit);
}
inline void TimeLimit::ResetTimers(double limit_in_seconds,
double deterministic_limit,
double instruction_limit) {
elapsed_deterministic_time_ = 0.0;
deterministic_limit_ = deterministic_limit;
instruction_limit_ = instruction_limit;
if (FLAGS_time_limit_use_usertime) {
user_timer_.Start();
limit_in_seconds_ = limit_in_seconds;
}
#ifdef HAS_PERF_SUBSYSTEM
if (FLAGS_time_limit_use_instruction_count) {
perf_subsystem_.CleanUp();
perf_subsystem_.AddEvent(GetInstructionRetiredEventName());
perf_subsystem_.StartCollecting();
}
#endif // HAS_PERF_SUBSYSTEM
start_ns_ = absl::GetCurrentTimeNanos();
last_ns_ = start_ns_;
limit_ns_ = limit_in_seconds >= 1e-9 * (kint64max - start_ns_)
? kint64max
: static_cast<int64>(limit_in_seconds * 1e9) + start_ns_;
}
template <typename Parameters>
inline void TimeLimit::ResetLimitFromParameters(const Parameters& parameters) {
ResetTimers(parameters.max_time_in_seconds(),
parameters.max_deterministic_time(),
std::numeric_limits<double>::infinity());
}
inline void TimeLimit::MergeWithGlobalTimeLimit(TimeLimit* other) {
if (other == nullptr) return;
ResetTimers(
std::min(GetTimeLeft(), other->GetTimeLeft()),
std::min(GetDeterministicTimeLeft(), other->GetDeterministicTimeLeft()),
std::numeric_limits<double>::infinity());
if (other->ExternalBooleanAsLimit() != nullptr) {
RegisterExternalBooleanAsLimit(other->ExternalBooleanAsLimit());
}
}
inline double TimeLimit::ReadInstructionCounter() {
#ifdef HAS_PERF_SUBSYSTEM
if (FLAGS_time_limit_use_instruction_count) {
return perf_subsystem_.ReadCounters().GetScaledOrDie(
GetInstructionRetiredEventName());
}
#endif // HAS_PERF_SUBSYSTEM
return 0;
}
inline bool TimeLimit::LimitReached() {
if (external_boolean_as_limit_ != nullptr &&
external_boolean_as_limit_->load()) {
return true;
}
if (GetDeterministicTimeLeft() <= 0.0) {
return true;
}
#ifdef HAS_PERF_SUBSYSTEM
if (ReadInstructionCounter() >= instruction_limit_) {
return true;
}
#endif // HAS_PERF_SUBSYSTEM
const int64 current_ns = absl::GetCurrentTimeNanos();
running_max_.Add(std::max(safety_buffer_ns_, current_ns - last_ns_));
last_ns_ = current_ns;
if (current_ns + running_max_.GetCurrentMax() >= limit_ns_) {
if (FLAGS_time_limit_use_usertime) {
// To avoid making many system calls, we only check the user time when
// the "absolute" time limit has been reached. Note that the user time
// should advance more slowly, so this is correct.
const double time_left_s = limit_in_seconds_ - user_timer_.Get();
if (time_left_s > kSafetyBufferSeconds) {
limit_ns_ = static_cast<int64>(time_left_s * 1e9) + last_ns_;
return false;
}
}
// To ensure that future calls to LimitReached() will return true.
limit_ns_ = 0;
return true;
}
return false;
}
inline double TimeLimit::GetTimeLeft() const {
if (limit_ns_ == kint64max) return std::numeric_limits<double>::infinity();
const int64 delta_ns = limit_ns_ - absl::GetCurrentTimeNanos();
if (delta_ns < 0) return 0.0;
if (FLAGS_time_limit_use_usertime) {
return std::max(limit_in_seconds_ - user_timer_.Get(), 0.0);
} else {
return delta_ns * 1e-9;
}
}
inline double TimeLimit::GetInstructionsLeft() {
return std::max(instruction_limit_ - ReadInstructionCounter(), 0.0);
}
} // namespace operations_research
#endif // OR_TOOLS_UTIL_TIME_LIMIT_H_