PhysicsTools
TensorFlow
interface
NoThreadPool.h
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/*
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* Custom TensorFlow thread pool implementation that does no threading at all,
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* but schedules all tasks in the caller thread.
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* Based on TensorFlow 2.1.
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* For more info, see https://gitlab.cern.ch/mrieger/CMSSW-DNN.
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*
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* Author: Marcel Rieger
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*/
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#ifndef PHYSICSTOOLS_TENSORFLOW_NOTHREADPOOL_H
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#define PHYSICSTOOLS_TENSORFLOW_NOTHREADPOOL_H
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#include "
FWCore/Utilities/interface/thread_safety_macros.h
"
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#include "tensorflow/core/lib/core/threadpool.h"
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#include "tensorflow/core/lib/core/threadpool_options.h"
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namespace
tensorflow
{
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class
NoThreadPool
:
public
tensorflow::thread::ThreadPoolInterface {
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public
:
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static
NoThreadPool
&
instance
() {
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CMS_THREAD_SAFE
static
NoThreadPool
pool
;
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return
pool
;
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}
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explicit
NoThreadPool
() :
numScheduleCalled_
(0) {}
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void
Schedule
(
std::function
<
void
()>
fn
)
override
{
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numScheduleCalled_
+= 1;
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fn
();
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}
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void
ScheduleWithHint
(
std::function
<
void
()>
fn
,
int
start
,
int
end
)
override
{
Schedule
(
fn
); }
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void
Cancel
()
override
{}
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int
NumThreads
()
const override
{
return
1; }
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int
CurrentThreadId
()
const override
{
return
-1; }
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int
GetNumScheduleCalled
() {
return
numScheduleCalled_
; }
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private
:
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std::atomic<int>
numScheduleCalled_
;
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};
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}
// namespace tensorflow
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#endif // PHYSICSTOOLS_TENSORFLOW_NOTHREADPOOL_H
tensorflow::NoThreadPool
Definition:
NoThreadPool.h:20
start
Definition:
start.py:1
tensorflow::NoThreadPool::GetNumScheduleCalled
int GetNumScheduleCalled()
Definition:
NoThreadPool.h:42
dqmiodatasetharvest.pool
pool
Definition:
dqmiodatasetharvest.py:190
tensorflow::NoThreadPool::NumThreads
int NumThreads() const override
Definition:
NoThreadPool.h:38
tensorflow::NoThreadPool::instance
static NoThreadPool & instance()
Definition:
NoThreadPool.h:22
end
#define end
Definition:
vmac.h:39
tensorflow::NoThreadPool::numScheduleCalled_
std::atomic< int > numScheduleCalled_
Definition:
NoThreadPool.h:45
tensorflow::NoThreadPool::Cancel
void Cancel() override
Definition:
NoThreadPool.h:36
CMS_THREAD_SAFE
#define CMS_THREAD_SAFE
Definition:
thread_safety_macros.h:4
tensorflow::NoThreadPool::ScheduleWithHint
void ScheduleWithHint(std::function< void()> fn, int start, int end) override
Definition:
NoThreadPool.h:34
tensorflow::NoThreadPool::NoThreadPool
NoThreadPool()
Definition:
NoThreadPool.h:27
thread_safety_macros.h
tensorflow::NoThreadPool::CurrentThreadId
int CurrentThreadId() const override
Definition:
NoThreadPool.h:40
HiBiasedCentrality_cfi.function
function
Definition:
HiBiasedCentrality_cfi.py:4
personalPlayback.fn
fn
Definition:
personalPlayback.py:515
tensorflow
Definition:
NoThreadPool.h:18
tensorflow::NoThreadPool::Schedule
void Schedule(std::function< void()> fn) override
Definition:
NoThreadPool.h:29
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