[B! MPI] serihiroã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

serihiro id:serihiro

MPIã«é–¢ã™ã‚‹serihiroã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (17)

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åˆ†æ•£æ·±å±¤å¦ç¿’ã«ãŠã‘ã‚‹è€æ•…éšœæ€§ã¨å¯å¡‘æ€§ - Preferred Networks Tech Blog
ImageNetã‚’15åˆ†ã§å¦ç¿’ã—ã¦ä»¥æ¥ [1]ã€Chainerã¨æ²¢å±±ã®GPUã‚’ä½¿ã£ã¦æ·±å±¤å¦ç¿’ã‚’ä¸¦åˆ—åŒ–ã—ã€ä¸€å›žã®å¦ç¿’ã«å¿…è¦ãªæ™‚é–“ã‚’å¤§ããçŸç¸®ã™ã‚‹ã“ã¨ãŒã§ãã‚‹ã‚ˆã†ã«ãªã‚Šã¾ã—ãŸã€‚ãã®å¾Œã€ImageNetã®å¦ç¿’ã¯æ·±å±¤å¦ç¿’ã«ãŠã‘ã‚‹ä¸¦åˆ—åŒ– ãƒ»é«˜é€ŸåŒ–ã®ãƒ‡ãƒ•ã‚¡ã‚¯ãƒˆæ¨™æº–ãƒ™ãƒ³ãƒãƒžãƒ¼ã‚¯ã¨ãªã‚Šã¾ã—ãŸ [2]ã€‚ãã‚Œã¨åŒæ™‚ã«ã€æ·±å±¤å¦ç¿’ã®ä¸¦åˆ—åŒ–ãŠã‚ˆã³å¤§è¦æ¨¡åŒ–ã¯é€²ã¿ã€è¤‡æ•°GPUã©ã“ã‚ã‹è¤‡æ•°ãƒŽãƒ¼ãƒ‰ã§å¦ç¿’ã™ã‚‹ã“ã¨ã¯å½“ãŸã‚Šå‰ã®ã“ã¨ã¨ãªã‚Šã¾ã—ãŸã€‚æ·±å±¤å¦ç¿’ã®è¨ˆç®—ãŒå¤§è¦æ¨¡åŒ–ã—æ‰€è¦æ™‚é–“ã¯ã©ã‚“ã©ã‚“çŸããªã‚Šã¾ã—ãŸãŒã€ä¸€èˆ¬çš„ã«ã¯ãƒŽãƒ¼ãƒ‰ãŒå¢—ãˆã‚Œã°å¢—ãˆãŸã ã‘éƒ¨åˆ†æ•…éšœã®ç¢ºçŽ‡ã¯é«˜ããªã‚Šã¾ã™ã€‚ã¾ãŸã€å¤§è¦æ¨¡ãªã‚¯ãƒ©ã‚¹ã‚¿ã§ã¯å€‹ã€…ã®åˆ†æ•£ã‚¸ãƒ§ãƒ–ã‚’ã‚¹ã‚±ãƒ¼ãƒ«ã‚¢ã‚¦ãƒˆã—ãŸã‚Šã‚¹ã‚±ãƒ¼ãƒ«ãƒ€ã‚¦ãƒ³ã™ã‚‹æ©Ÿèƒ½ã€ã¤ã¾ã‚Šå¯å¡‘æ€§ã‚’ã‚‚ã¨ã«ã—ãŸè¨ˆç®—è³‡æºã®ã‚„ã‚Šãã‚ŠãŒé‹ç”¨ä¸Šé‡è¦ã«ãªã£ã¦ãã¾ã™ã€‚ãã“ã§Chainerã‚’æ‹¡å¼µã—ã€åˆ†æ•£æ·±å±¤å¦ç¿’ã«è€æ•…éšœæ€§ã ã‘ã§ãªãå¯å¡‘æ€§ã‚’å°Žå…¥ã™ã‚‹å®Ÿé¨“ã‚’è¡Œã„ã¾ã—ãŸã®ã§ã€ã“ã“
serihiro 2019/11/01
MPI

NCCL
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æƒ…å ±ã‚·ã‚¹ãƒ†ãƒ (ã‚½ãƒ•ãƒˆã‚¦ã‚§ã‚¢ã‚µã‚¤ã‚¨ãƒ³ã‚¹ãƒ»çŸ¥èƒ½æƒ…å ±ãƒ¡ãƒ‡ã‚£ã‚¢) å®Ÿé¨“B ãƒ†ãƒ¼ãƒžK-9ã€Œé«˜æ€§èƒ½ä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã€ åˆå›žã«ã¤ã„ã¦ 2025å¹´10æœˆ8æ—¥ï¼ˆæ°´ï¼‰ã¯ï¼Œ12:15 ã‹ã‚‰ 3C205 ã§ã‚¬ã‚¤ãƒ€ãƒ³ã‚¹ã‚’è¡Œã„ã¾ã™ï¼Ž æ‹…å½“æ•™å“¡ æœ´ æ³°ç¥ (taisuke at cs.tsukuba.ac.jp) é«˜æ©‹ å¤§ä»‹ (daisuke at cs.tsukuba.ac.jp) å¤šç”°é‡Ž å¯›äºº (tadano at cs.tsukuba.ac.jp) 3äººã¨ã‚‚ã€ç‘æ³¢å¤§å¦è¨ˆç®—ç§‘å¦ç ”ç©¶ã‚»ãƒ³ã‚¿ãƒ¼ é«˜æ€§èƒ½è¨ˆç®—ã‚·ã‚¹ãƒ†ãƒ ç ”ç©¶éƒ¨é–€ã®æ‰€å±žã§ã™ã€‚ å®Ÿé¨“é–¢é€£ã®é€£çµ¡å…ˆãƒ¡ãƒ¼ãƒ«ã‚¢ãƒ‰ãƒ¬ã‚¹ cse at hpcs.cs.tsukuba.ac.jp å®Ÿæ–½å¦æœŸ ç§‹å¦æœŸ å®Ÿé¨“æ¦‚è¦ ä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°æŠ€æ³•ã¨ã—ã¦ã€ãƒ¡ãƒƒã‚»ãƒ¼ã‚¸ãƒ‘ãƒƒã‚·ãƒ³ã‚°ã«ã‚ˆã‚‹ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã¨ã€ã‚¹ãƒ¬ãƒƒãƒ‰ç‰ã‚’ç”¨ã„ãŸå…±æœ‰ãƒ¡ãƒ¢ãƒªã«ã‚ˆã‚‹ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã®ä¸¡è€…ã‚’å¦ã³ã€ã•ã‚‰ã«ãã‚Œã‚‰ã‚’ã‚«ãƒƒãƒ—ãƒªãƒ³ã‚°ã—ãŸãƒ
serihiro 2019/06/10
MPI

openmp
ãƒªãƒ³ã‚¯
UCXã‚’è©¦ã™ãƒ¡ãƒ¢(1) - æœ¬å½“ã¯æ€–ã„HPC & AI
æœ€è¿‘ã€ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã®UCXã‚’è©¦ã—ã¦ã„ã¾ã™ã€‚ GitHub - openucx/ucx: Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group): ãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆã‚’ç”Ÿæˆ ã¾ãšã¯ãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆã‚’ãƒ“ãƒ«ãƒ‰ã™ã‚‹ãŸã‚ã«ã€æ‰‹å…ƒã®Macã«ãƒªãƒã‚¸ãƒˆãƒªã‚’è½ã¨ã—ã¦ã¿ã¾ã™ã€‚ $ brew install autoreconf automake doxygen graphviz # ã“ã‚Œä»¥å¤–ã«pdflatexãŒå¿…è¦ $ git clone https://github.com/openucx/ucx.git $ cd ucx $ ./autogen.sh $ ./configure --with-docs-only $ make docs ã§ã€ã„ãã¤ã‹Latexé–¢ä¿‚ã®ã‚¨ãƒ©ãƒ¼ãŒå‡ºã‚‹ãŒã€ã²
serihiro 2019/04/25
MPI
ãƒªãƒ³ã‚¯
ULFM 2.0
serihiro 2019/03/06
MPI
ãƒªãƒ³ã‚¯
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è¬›ç¿’ä¼š Miyabi Wisteria/BDEC-01 ãŠè©¦ã—ã‚¢ã‚«ã‚¦ãƒ³ãƒˆä»˜ãä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¬›ç¿’ä¼š ä»–å›£ä½“ã¨å…±å‚¬ã§é–‹å‚¬ã™ã‚‹è¬›ç¿’ä¼š ä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¬›ç¿’ä¼š æ±äº¬å¤§å¦å¦å†…å‘ã‘è¬›ç¿’ä¼š ä»–å¤§å¦ãŒé–‹å‚¬ã™ã‚‹è¬›ç¿’ä¼šï¼ˆé éš”é…ä¿¡ã«ã‚ˆã‚‹è¬›ç¿’ä¼šï¼‰ ãŠè©¦ã—ã‚¢ã‚«ã‚¦ãƒ³ãƒˆä»˜ãä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¬›ç¿’ä¼š ã‚¹ãƒ¼ãƒ‘ãƒ¼ã‚³ãƒ³ãƒ”ãƒ¥ãƒ¼ãƒ†ã‚£ãƒ³ã‚°éƒ¨é–€ã§ã¯ã€å…¨å›½ã®ã‚¹ãƒ¼ãƒ‘ãƒ¼ã‚³ãƒ³ãƒ”ãƒ¥ãƒ¼ã‚¿åˆ©ç”¨è€…ã€ãŠã‚ˆã³åˆ©ç”¨ã‚’æ¤œè¨Žã—ã¦ã„ã‚‹æ–°è¦ãƒ¦ãƒ¼ã‚¶ï¼ˆä¼æ¥ã®æŠ€è¡“è€…ãƒ»ç ”ç©¶è€…ã‚’å«ã‚€ï¼‰ã‚’å¯¾è±¡ã¨ã—ãŸã€ã‚¹ãƒ¼ãƒ‘ãƒ¼ã‚³ãƒ³ãƒ”ãƒ¥ãƒ¼ã‚¿ã‚’ç”¨ã„ãŸå®Ÿç¿’ä»˜ãã®ä¸¦åˆ—ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¬›ç¿’ä¼šï¼ˆãŠè©¦ã—ã‚¢ã‚«ã‚¦ãƒ³ãƒˆä»˜ãè¬›ç¿’ä¼šï¼‰ã‚’å®šæœŸçš„ã«å®Ÿæ–½ã—ã¦ã„ã¾ã™ã€‚ æœ¬è¬›ç¿’ä¼šã¯2025å¹´1æœˆã«ç¨¼åƒã—ãŸ Miyabi ã‚·ã‚¹ãƒ†ãƒ ãŠã‚ˆã³ã€2021å¹´8æœˆã«ç¨¼åƒã—ãŸ Wisteria/BDEC-01 ã‚·ã‚¹ãƒ†ãƒ ã«ã¦å®Ÿæ–½ã•ã‚Œã‚‹äºˆå®šã§ã™ã€‚ ä¸¦åˆ—å‡¦ç†ã«é–¢ã™ã‚‹åŸºç¤ŽçŸ¥è˜ã‚’å¿…è¦ã¨ã—ãªã„åˆç´šç·¨ã«å§‹ã¾ã‚Šã€æ•°å€¤è¨ˆç®—ã®å¿œç”¨ãƒ¬ãƒ™ãƒ«ã®ä¸¦åˆ—åŒ–ã¾ã§ã€å—è¬›
serihiro 2018/11/08
MPI

openmp
ãƒªãƒ³ã‚¯
MPI Advent Calendar 2017 - Adventar
Message Passing Interface (http://mpi-forum.org/) ã«é–¢é€£ã—ãŸä½•ã‹ã‚’ç´°ã€…ã¨æ›¸ã„ã¦ã„ãã¾ã—ã‚‡ã†
serihiro 2018/05/30
MPI
ãƒªãƒ³ã‚¯
The MPI C++ bindings: what happened, and why? - Cisco Blog
serihiro 2018/05/30
MPI

c++
ãƒªãƒ³ã‚¯
MPI ã«ã‚ˆã‚‹ä¸¦åˆ—è¨ˆç®— - boostjp
Boost MPI Libraryã¯ãƒ¡ãƒƒã‚»ãƒ¼ã‚¸é€šä¿¡ã‚¤ãƒ³ã‚¿ãƒ¼ãƒ•ã‚§ã‚¤ã‚¹ã§ã‚ã‚‹ MPI ã‚’ C++ ã§ã‚ˆã‚Šç°¡å˜ã«æ‰±ãˆã‚‹ã‚ˆã†ã«ã—ãŸãƒ©ã‚¤ãƒ–ãƒ©ãƒªã§ã‚ã‚‹ã€‚ ã“ã®ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã‚’ä½¿ç”¨ã™ã‚‹éš›ã«ã¯ MPI ã®å®Ÿè£… (OpenMPI, MPICH...) ãŒå¿…è¦ã«ãªã‚‹ãŸã‚æ³¨æ„ã™ã‚‹ã“ã¨ã€‚ ã¾ãŸã€ C MPI ã¨ Boost.MPI ã®å¯¾å¿œã¯ Mapping from C MPI to Boost.MPI ã‚’å‚ç…§ã€‚ ã¨ãã«æ–ã‚ŠãŒãªã‘ã‚Œã°ã€ã“ã“ã§ç´¹ä»‹ã™ã‚‹ãƒ—ãƒã‚°ãƒ©ãƒ ã¯ C++11 ã‚’ä½¿ç”¨ã™ã‚‹ã€‚ ã‚¤ãƒ³ãƒ‡ãƒƒã‚¯ã‚¹ Boost.MPI ã‚’ä½¿ã£ãŸãƒ—ãƒã‚°ãƒ©ãƒ ã‚’ãƒ“ãƒ«ãƒ‰ã™ã‚‹ MPI ã®åˆæœŸåŒ–ã‚’è¡Œã† è‡ªèº«ã®ãƒ©ãƒ³ã‚¯ã‚„ãƒŽãƒ¼ãƒ‰æ•°ã‚’èª¿ã¹ã‚‹ è¨ˆç®—ã™ã‚‹ãƒ‡ãƒ¼ã‚¿ã‚’å‡ç‰ã«åˆ†æ•£ã•ã›ã‚‹ ã‚ã‚‹ãƒ‡ãƒ¼ã‚¿ã‚’å…¨ã¦ã®ãƒ©ãƒ³ã‚¯ã§å…±æœ‰ã™ã‚‹ è¨ˆç®—ã—ãŸãƒ‡ãƒ¼ã‚¿ã‚’ã‚ã‚‹ãƒ©ãƒ³ã‚¯ã«é›†ã‚ã‚‹ 1å¯¾1ã®é€šä¿¡ã‚’è¡Œã† 1å¯¾1ã®é€šä¿¡ã‚’éžåŒæœŸã§è¡Œã† éžãƒ—ãƒªãƒŸãƒ†ã‚£ãƒ–åž‹ã‚’ä»–ã®ãƒŽãƒ¼ãƒ‰ã¸é€ä¿¡ã™ã‚‹ å…¨ã¦ã®ãƒ©ãƒ³ã‚¯ãŒåŒã˜
serihiro 2018/05/30
MPI

c++
ãƒªãƒ³ã‚¯
GitHub - oweidner/docker.openmpi: A scalable OpenMPI runtime container for Docker
serihiro 2018/05/09
MPI
ãƒªãƒ³ã‚¯
mpi4pyã®ä½¿ã„æ–¹
ã“ã‚Œã¯ MPI Advent Calendar 2017 ã®21æ—¥ç›®ã®è¨˜äº‹ã§ã™ã€‚ ã“ã®è¨˜äº‹ã§ã¯ã€MPIã®Pythonãƒã‚¤ãƒ³ãƒ‡ã‚£ãƒ³ã‚°ã§ã‚ã‚‹ MPI for Python (mpi4py) ã‚’ç´¹ä»‹ã—ãŸã„ã¨æ€ã„ã¾ã™ã€‚ mpi4pyã¯å¤šãã®ã‚¹ãƒ‘ã‚³ãƒ³ã«ãƒ—ãƒªã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã•ã‚Œã¦ãŠã‚Šã€Pythonã‹ã‚‰MPIã‚’å‘¼ã¶éš›ã¯ã€ ã»ã¼ã“ã‚Œä¸€æŠžã®ã‚ˆã†ã§ã™ã€‚ mpi4pyã‚’åˆ©ç”¨ã—ã¦ã„ã‚‹ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³ã®ä¸€ä¾‹ã¨ã—ã¦ã€ PFI/PFNã•ã‚“ã®åˆ†æ•£æ·±å±¤å¦ç¿’ãƒ•ãƒ¬ãƒ¼ãƒ ãƒ¯ãƒ¼ã‚¯ ChainerMN ãŒã‚ã’ã‚‰ã‚Œã¾ã™ã€‚ åŸºæœ¬pipã§ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã§ãã¾ã™ã€‚ $ pip install mpi4py åŸºæœ¬çš„ã«ã¯ã€MPIã®æä¾›ã™ã‚‹é–¢æ•°ã‚’ç´ ç›´ã«ãƒã‚¤ãƒ³ãƒ‡ã‚£ãƒ³ã‚°ã—ã¦ã„ã¾ã™ã€‚ ä¸‹è¨˜ã¯Hello, worldã§ã™: from mpi4py import MPI comm = MPI.COMM_WORLD rank = comm.Get_rank() si
serihiro 2018/05/09
MPI

python

mpi4py
ãƒªãƒ³ã‚¯
https://www-is.amp.i.kyoto-u.ac.jp/data/sekido/20140521-1.pdf
serihiro 2018/05/09
MPI
ãƒªãƒ³ã‚¯
Parallel Programming with MPI
serihiro 2018/05/03
MPI
ãƒªãƒ³ã‚¯
MPIãƒªãƒ•ã‚¡ãƒ¬ãƒ³ã‚¹
â˜…æ³¨æ„â˜… ã“ã®MPIãƒªãƒ•ã‚¡ãƒ¬ãƒ³ã‚¹ã¯ã€å…¨ãƒšãƒ¼ã‚¸ã¨ã‚‚è¨˜è¼‰å†…å®¹ã®è¤‡è£½ç‰ã¯è‡ªç”±ã§ã™ãŒã€å¿…ãšè‡ªå·±è²¬ä»»ã«åŸºã¥ã„ã¦åˆ©ç”¨ã—ã¦ä¸‹ã•ã„ã€‚ã¾ãŸã€é–“é•ã„ã®è¨‚æ£ã‚„å†…å®¹è¿½åŠ ã®è¦æœ›ã¯ã€å¿…ãšä»¥é ã¾ã§ãŠç”³ã—å‡ºä¸‹ã•ã„ã€‚
serihiro 2018/04/21
MPI
ãƒªãƒ³ã‚¯
MVAPICH: A High Performance MPI Implementation :: Home
MVAPICH: MPI over InfiniBand, Omni-Path, Ethernet/iWARP, RoCE, and Slingshot Network-Based Computing Laboratory The number of downloads has crossed 1.95 million!! The number of organizations using MVAPICH libraries has crossed 3,475 in 93 countries!! The MVAPICH team would like to express thanks to all these organizations and their users!! MVAPICH Delivers Sub-minute (22 sec) Job Startup for 229,3
serihiro 2018/04/19
MPI
ãƒªãƒ³ã‚¯
ã‚¤ãƒ³ãƒ†ãƒ«Â® MPI ãƒ©ã‚¤ãƒ–ãƒ©ãƒªãƒ¼: Hadoop* ã‚¨ã‚³ã‚·ã‚¹ãƒ†ãƒ ã‚’ã‚µãƒãƒ¼ãƒˆ
ã“ã®è¨˜äº‹ã¯ã€ã‚¤ãƒ³ãƒ†ãƒ«ã® The Parallel Universe Magazine 24 å·ã«åŽéŒ²ã•ã‚Œã¦ã„ã‚‹ã€ã‚¤ãƒ³ãƒ†ãƒ«Â® MPI ãƒ©ã‚¤ãƒ–ãƒ©ãƒªãƒ¼ã® Hadoop* ã‚¨ã‚³ã‚·ã‚¹ãƒ†ãƒ ã®ã‚µãƒãƒ¼ãƒˆã«é–¢ã™ã‚‹ç« ã‚’æŠœç²‹ç¿»è¨³ã—ãŸã‚‚ã®ã§ã™ã€‚ é•·å¹´ã«ã‚ãŸã‚Š MPI ã¯ã€åˆ†æ•£å‡¦ç†ãƒ¢ãƒ‡ãƒ«ã®ä¸»æµã¨ã—ã¦åˆ©ç”¨ã•ã‚Œã¦ãã¾ã—ãŸã€‚ã—ã‹ã—ã€å¤§é‡ã®å…¥åŠ›ãƒ‡ãƒ¼ã‚¿ã®å‡¦ç†ã‚’å¿…è¦ã¨ã™ã‚‹ãƒ¯ãƒ¼ã‚¯ãƒãƒ¼ãƒ‰ã‚’æ‰±ã†ãƒã‚¤ãƒ‘ãƒ•ã‚©ãƒ¼ãƒžãƒ³ã‚¹ãƒ»ã‚³ãƒ³ãƒ”ãƒ¥ãƒ¼ãƒ†ã‚£ãƒ³ã‚° (HPC) ã«ã‚ˆã‚Šã€æ–°ã—ã„ã‚¢ãƒ—ãƒãƒ¼ãƒã¨ãƒ•ãƒ¬ãƒ¼ãƒ ãƒ¯ãƒ¼ã‚¯ãŒç™»å ´ã—ã¾ã—ãŸã€‚æœ€ã‚‚ä¸€èˆ¬çš„ãªã‚‚ã®ã¯ã€Apache* Hadoop* MapReduceÂ¹ ã§ã‚ã‚Šã€ç‰¹ã« Hadoop* ã‚½ãƒ•ãƒˆã‚¦ã‚§ã‚¢ãƒ»ã‚¹ã‚¿ãƒƒã‚¯ (ã™ã¹ã¦ã®é–¢é€£ãƒ„ãƒ¼ãƒ«ã¨ãƒ•ãƒ¬ãƒ¼ãƒ ãƒ¯ãƒ¼ã‚¯ã‚’å«ã‚€) ãŒæŒ™ã’ã‚‰ã‚Œã¾ã™ã€‚ Vanilla Hadoop* ã¯è¤‡æ•°ã®ãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã§æ§‹æˆã•ã‚Œã€Â² åŠ¹çŽ‡è‰¯ãè§£ãã“ã¨ãŒã§ãã‚‹å•é¡Œã®ç¯„å›²ã«ã¯ä¸€å®šã®åˆ¶ç´„ãŒã‚ã‚Šã¾ã™ã€‚ä¾‹ãˆã°ã€MapRed
serihiro 2018/02/17
hadoop

mpi
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serihiro 2018/01/25
CS

HPC

OpenMP

MPI
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A Comprehensive MPI Tutorial Resource Â· MPI Tutorial
A Comprehensive MPI Tutorial Resource Welcome to mpitutorial.com, a website dedicated to providing useful tutorials about the Message Passing Interface (MPI). Tutorials Wanting to get started learning MPI? Head over to the MPI tutorials. Recommended Books Recommended books for learning MPI are located here. About This site is no longer being actively contributed to by its original author (Wes Kend
serihiro 2018/01/21
MPI
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