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舒舒仍仍亠仍仆仂亠
仗仂亞舒仄仄亳仂于舒仆亳亠

舒仍亳亠仆从仂 ..
 2014

1
仂亳于舒亳


亠仆亠亳从舒 亳 仗仂亠仂仄亳从舒



仍亳仄舒仂仍仂亞亳



个亳亰亳从舒 于仂从亳 仆亠亞亳亶



仂仆仂仄亳, 弍舒仆从仂于从亳亠 舒仆亰舒亳亳...

2

仆仂亞仂仗仂仂仆仂亠
仗仂亞舒仄仄亳仂于舒仆亳亠
仂仂从亳 弌
Java-仗仂仂从亳
Boost-仗仂仂从亳
OpenMP

仆仂亠
仍舒亠仆亠
亳仍亠仆亳 (MPI)
仗亳仄亳亰舒亳亳
于 从仂仄仗亳仍仂舒
丐舒仆亰舒从亳仂仆仆舒
仗舒仄
亳仆仂仆仆亠
于仂亟/于于仂亟

丐亠仂亳
仂仆亠仆
亠弍仍仂从亳ム亳亠
舒仍亞仂亳仄
仍亞仂亳仄
弍亠亰 仂亢亳亟舒仆亳
乂舒弍仍仂仆 ||
仗仂亞舒仄仄亳仂于舒仆亳

Intel TBB
Java.util.concurrent
Fork/join framework
Synchronization

http://code.google.com/p/hpcource/wiki/Lectures
3
SSE (Streaming SIMD Extensions)
亠亳 仂亰仄仂亢仆仂亳
1

仂亠仄 128-弍亳仆 亠亞亳仂于 亟仍 4 亳亠仍 仗仂 32 弍亳 ( 仗仍舒于舒ム亠亶
仂从仂亶)

2

丐亠仗亠 2 64-弍亳仆 亳仍舒 于 亠亞亳亠

3

丕亢亠 13 亳仆从亳亶

4.1

47 亳仆从亳亶 (从仂亠仆亳亠 于亳亟亠仂)

4.2

54 亳仆从亳亳 (仂仗亠舒亳亳 仂 仂从舒仄亳)

float a[4] = { 300.0, 4.0, 4.0, 12.0 };
float b[4] = { 1.5, 2.5, 3.5, 4.5 };
__asm {
movups xmm0, a ; // 仗仂仄亠亳 亳亰 a 于 亠亞亳 xmm0
movups xmm1, b ; // 仗仂仄亠亳 亳亰 b 于 亠亞亳 xmm1
mulps xmm0, xmm1 ; // 仗亠亠仄仆仂亢亳 仗舒从亠 仗仍舒于舒ム亳 仂亠从
movups a, xmm0 ; // 于亞亰亳 亠亰仍舒 亳亰 亠亞亳舒 xmm0 仗仂 舒亟亠舒仄 a
};

4
舒从仂仆 仄亟舒仍舒


a  亟仂仍 仗仂仍亠亟仂于舒亠仍仆仂亞仂 从仂亟舒



p  亳仍仂 仗仂亠仂仂于

1
S=
(1a )
a+
p
5
仂亠 亳 仗仂仂从亳
弌从



仗仂仂从舒
main()
弌从

弌从

仗仂仂从舒  仗仂仂从舒





 仆舒舒仍亠 于仗仂仍仆亠仆亳 仗仂亠  1 仗仂仂从
仂仂从亳 仄仂亞 仂亰亟舒于舒 仆仂于亠 于 仗亠亟亠仍舒
仂亟仆仂亞仂 仗仂亠舒
亠 仗仂仂从亳 亳仄亠ム 仂弍亳亠 亠亞仄亠仆 从仂亟舒 亳
亟舒仆仆
舒亢亟亶 仗仂仂从 亳仄亠亠 于仂亶 亠从 于仗仂仍仆亠仆亳



弌亠亞仄亠仆 从仂亟舒



亟亳仆亳舒 仗仍舒仆亳仂于舒仆亳 弌 - 仗仂仂从

弌亠亞仄亠仆 亟舒仆仆

6
仂仂从亳 弌
仗亠舒亳

Posix

弌仂亰亟舒仆亳亠

pthread_create()

亢亳亟舒仆亳亠 亰舒于亠亠仆亳

pthread_join()

舒于舒 仄ム亠从舒

pthread_mutex_lock()

于仂弍仂亢亟亠仆亳亠 仄ム亠从舒

pthread_mutex_unlock()

int pthread_create(pthread_t *thread,
const pthread_attr_t *attr,
void *(*start_routine)(void*),
void *arg);

7
Java


舒仍亠亟仂于舒仆亳亠 仂 Thread



亠舒仍亳亰舒亳 Runnable



舒仍仆仂亠 仗亳于仆仂: start(), join()

8
Boost
弍从舒 仆舒亟 仗仂仂从舒仄亳 弌 (Posix 亳仍亳 Win threads)
boost::thread_group th_group;

for(...i)
{
boost::thread* th = new boost::thread(boost::bind(&仍舒::<仆从亳>,
this, i));
th_group.add_thread(th);
}
th_group.join_all();
9
OpenMP


弌舒仆亟舒 亳仆亠亠亶舒 亟仍 仄仆仂亞仂仗仂仂仆仂亞仂
仗仂亞舒仄仄亳仂于舒仆亳 仆舒亟 仂弍亠亶 仗舒仄



舒弍仂 亠亟于 亟仍 磶从仂于 C/C++ 亳 Fortran:
 亳亠从亳于 从仂仄仗亳仍仂舒 (#pragma omp ...)
 亳弍仍亳仂亠仆亠 仗仂亟仗仂亞舒仄仄 (get_num_threads())
 亠亠仄亠仆仆亠 仂从亢亠仆亳 (OMP_NUM_THREADS)

10
亳仄亠 OpenMP
#include <stdio.h>
#include <omp.h>
int main()
{
int i;
#pragma omp parallel
{
#pragma omp for
for (i=0;i<1000;i++)
printf(%d ,i);
}
return 0;
}

11
Intel TBB

12
亳仄亠 Intel TBB

13
Java.util.concurrent


仍 仗仂仂从仂于:


FixedThreadPool



CahcedThreadPool



SingleThreadPool...



仂仄亳从亳 (AtomicBoolean, AtomicLong...)



仂仂从仂弍亠亰仂仗舒仆亠 从仂仆亠亶仆亠



弌于仂亳 仗亳仄亳亳于 (ReentrantLock...)



亟亠亠 (Future<>)

14
亳仄亠 concurrent

15

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20131027 h10 lecture5_matiyasevich20131027 h10 lecture5_matiyasevich
20131027 h10 lecture5_matiyasevich
Computer Science Club
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Computer Science Club
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Computer Science Club
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20131006 h10 lecture3_matiyasevich
Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
20131027 h10 lecture5_matiyasevich
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20131027 h10 lecture5_matiyasevich
Computer Science Club
20131027 h10 lecture5_matiyasevich
20131027 h10 lecture5_matiyasevich20131027 h10 lecture5_matiyasevich
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club
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Computer Science Club

20140216 parallel programming_kalishenko_lecture01