Comments
Transcript
pdf #8 - ISLiM 次世代生命体統合シミュレーションソフトウェアの研究開発
生命基盤ソフトウェア開発・高度化チーム成果報告
a.4gD7uB
$)-%+
mph(ISLiM)S]GC6 2011 (2011.12.21-22)
MD O?
bE lP2
a.4|qnKmph*&!
gD7Fj
h,O?-! -!'--
hyws3
1992 M 3 [
1992 M 4 [
1997 M 1 [
2002 M 4 [
2008 M 4 [
2011 M 4 [
\1IKfKrmpndfKLW@H}o80
\1IKXK=U
u|YfmpT=XV
f?KmpT!nKvBmp+--!'-f?KmpTFNmpT(-)f?KmpTgD!mp+-gD"'+
mp:
Qx|q,|q`-#
1
151
a.4gD7uB
$)-%+
mph(ISLiM)S]GC6 2011 (2011.12.21-22)
MD 8/>KF12/(">KF12/Č
È Úe
Æ`hûãÞÛàĉÕMY6UP
Ñl×>KF12/ĉÕ[ČA\P A\PV\@\
1. ki
d8ZJS\?!80č000 MY=B9640č
000 8/i^.½+ùÄþawûãÅ
(ùÄ ûãÅ.m%!
awtÏÌd8ZJS\?ā¼Ûàí
(+¶µly
¤ø %v
}ûã8/>KF12/ ĉÕ Íòĉ
Õ.āeî¨.õ»fA\P
ĉÕ,>KF12/ ¦ðün[ĉÕ¶µ.
õ#)ĉÕº % OG
W12/ĉÕ[
ú>KF12/ĉÕ.õ
ÒÁxÓùÄj§ËU0LUV
ĉÕ.ą%#
2. eZcS]
2.1 :J><K
ùÄaw,v}>KF12/
ĉÕ.Če î¨&sõ#
d8ZJS\?^ ùÄaw.ć¨J
\5¦ð 3.5PFLOPS Ù d8ZJS\?.Ó
1.315PFLOPS ¦ð.ć¨#
õ~Î! 37%*Ȧð.ć¨
#
2.2 O?
>KF12/ ¦ðün[AS\HZ6¶µ.õ
#â]ýí/MV7\:TZ.b£
¦ðün.õ#AS\HZ6¶µ
!Ìݪ¯Ê+d ĉ
Õ¶µ.b£ĉÕ¹¿Ĉ á[d
AS\HZ6Ç áÅð.®#
2.3 A{?
ùÄE\?.¬+aw
ú:<DP
ISL-LSV .ĉÕ#GPU .ÓČĂX
Z@VZ6 100GB E\? 100GPU
aw.Ó· fps ²ÔĂöÜč¿Ö
êÀöÜ.õ#Ď#čVQ\FÐ
2
152
ú&¥#Ď
2.4 /;9f
(
>KF12/ĉÕº % OGW12/
Sphere .ĉÕ#Ąël:OSX\:T
Z.b£>WIì è$-(*º
aw,>KF12/ĉÕ.
ð#
¿>KF12/!ñrĀ<7\WÛàA\P
ĉÕ,+ ZZ-EFSI/ZZ-HIFUæï<7
\WÛàA\PĉÕ,+ RICS Ó)
,#
2.5 Iz_5R?Bd&&'
¥E\?N\<)u,¥z¢
¥ĈkÂăFUZ<K3\P.ÉÓÃÖ
Âă+zċlÂă.¥<4\P
³Ü+:<DP.ĄëĆÓ+(
¨W\F.g_ùÄI\ARWU0
LUVÂä:<DP.ĉÕ# I\A
RWU0LUV#,+Ë!,,
¨zċlÂă ĊĄ.o°CV\Âă
. ¨q«
ðËó+¨éÿ ³
Ü'÷· ¨éÿ8<Fün
ð¦.½
*¸ù ô{ĉÕ½~+¾¡,
#
2. *
t0Z~Sk^
MY;25Fçc»(* /MV7\:
TZ
d8ZJS\?^v¦ð.Õ´
+
© ØÃv}8/>
KF12/!<7\VZ6¦ð ^
*è$50 å/core ß# <7\VZ6
ć¨.ر##|ô¥Ó 10
pËùÄ ùÄËU0LUV.¨
#
i^
153
ISLiMNb7/2011
D »Ý=ÎðéöąüëìéÝ´y
MDðéöąüëìé
D xÝĀëāëÝ
D |z
D ,ùĕĉÝöąüëìéÝ¿E'
D Y
D =64ðéě>g'Ý D öąüëìé´yÝ3ºĔ¿KPÝIK
YĔ|z
ISLiMNb7/2011
ùĕĉĎĕøĕ
m5ÊG
u'@O
i@´yćđïčĉ
w06{öąüëìé´yĔ¿E'ùĕĉ
ÄÁðéöąüëìé
Ðâßöąüëìé¿E'À
3
1
ÄÁðéöąüëìéÊdĔéćđĕù
ISLiMNb7/2011
ÙÝÜ¶ÔØÞ«ðēĄČĕ÷ݾ xËÐâß`D3^ÀÙÝr®x
ÙÝbÙÕÌá×ËPCîčó÷ÙÝKpÜ¶ÔØÞu'@OL76{õē
÷ĕÝRICCçxÔØÎáÕÌ
Ý´yÞt4ÙÍãËÓÓÙÕKÞZAÙÕÌ
ISLiMNb7/2011
D 3(+3)DüĕčóÿúüĒĕî(TOFU)
D xK
D éćđĕù
D µ#
D PME<ݰ¤¹~x
D C++
D ªĂ÷ĕē
D >g
D MPI/OpenMPÊāêĆĎúý
D SIMD
D ´yðĕýÝd
D *?&$@
D ðēĄČĕ÷
D
D
¡§ĔlM¼
4
(ISLiM)
2011 (2011.12.21-22)
154
ISLiMNb7/2011
D íĕÿď²ç´yÑèÙÎ×FortranÙ\ÒRÏ×Ì
D ]±'ÑÛæåäûĕ÷e¬à;[Ô×Ì
D .XªÝD üĕčóÝ,¦Ü¨iª
D ĝĜVÑÜÛä+KÑ¿Î)?ĈéÝĎóüçä
D ]±'Ý!
D sÑÎďĕćIFV
D ĈéĎóüWF
D C
t4áÙÝ´yNb
ISLiMNb7/2011
D ĖFMM, MultiGrid, STGPMEė
D K
D 1.315 PFlopsËÊ%sÀ37.16%
D 27,648ĀĕýË180,881,424)?
D h
D µ#
D õďêēûúîók
D D AMBER$8
D ĖCHARM$8ė
D ¤¹~x
D ĈéĎóüWF
D °¤¹~x
D PME
t4áÙÝ´yNb
7
5
64
256
418,707 1,674,828
152.84 153.66
128.21 128.21
20.19
20.99
4.45
4.47
256
936
26
153.66
128.21
20.99
4.47
512
768
44
84.63
61.78
19.96
2.89
2048
504
124
28.57
15.42
11.75
1.40
4096
446
174
18.98
8.33
9.55
1.10
ISLiMNb7/2011
16384
342
342
13.58
2.68
9.96
0.94
512
4096
13824
27648
3,349,656 26,797,248 90,440,712 180,881,424
153.34
153.88
153.92
154.29
128.36
128.34
128.06
128.15
20.50
20.87
21.21
21.55
4.48
4.67
4.64
4.60
# of Node
# of Import cell
# of Communication node
Total
Force Calculation
Communication
Other
D Strong scaling (1,674,828 atom)
# of node
# of atom
Total
Force Calculation
Communication
Other
D Weak scaling (418,707 atom / 64 node)
t4áÙÝ´yNb
ISLiMNb7/2011
D 1½q
D SIMD
D sÑÎďĕćIFV
D ´y©ÝðēĂêč(C++)
D ]±'Ý!
D .XªÝD ĀĕýHã]>ęĚĘĀĕýÚÝSend/Receive
t4áÙÝ´yNb
8
6
(ISLiM)
2011 (2011.12.21-22)
D
D Strong scaling
155
ISLiMNb7/2011
Conformational fluctuations of TTHA for in vivo (viv) and in vitro systems (vit1, vit2). The green, red,
and blue curves indicate the root mean square fluctuation (RMSF) of TTHA for in vivo and in vitro
systems. The abscissa axis is the residue number of TTHA and vertical axis is RMSF value (in
Angstrom). Red and white boxes indicate alpha-helices and beta-sheets, respectively.
t4áÙÝ´yNb
ISLiMNb7/2011
D Weak scaling
t4áÙÝ´yNb
11
9
D 1603 nm3
ISLiMNb7/2011
D 800)?ĖĀĕýÍ×ã100)?ėÙ1step /10ms
D 2 fs / stepÊÙÊ0.7 ns / day
D 5)?ĖĀĕýÍ×ã6000)?ėÙ3PFlops
ćđòìîüXݯN|f
ISLiMNb7/2011
[1] Rivas, G., Ferrone, F. and Herzfeld, J. Life in a crowded world. EMBO reports, 5, 1 (Jan 2004), 23-27.
[2] Chebotareva, N. A., Kurganov, B. I. and Livanova, N. B. Biochemical effects of molecular crowding. Biochemistry. Biokhimiia, 69, 11 (Nov
2004), 1239-1251.
[3] Chebotareva, N. A., Andreeva, I. E., Makeeva, V. F., Livanova, N. B. and Kurganov, B. I. Effect of molecular crowding on self-association of
phosphorylase kinase and its interaction with phosphorylase b and glycogen. J. Mol. Recognit., 172004), 426-432.
D TTHA1718 1007 atom
D Ovalbumin 5998 atom
D 418,707 atom, 160 Ç
D
D Proteins in a Crowded Environment
D 8 TTHA + 64 ovalbumin + 316,952 water
D 1,344,488 atom, 240 Ç
D ÷ēĂî£Ñ30%ÊÊv9
D 4 TTHA + 137,977 water
t4áÙÝ´yNb
12
10
(ISLiM)
2011 (2011.12.21-22)
156
¿E'
ûĕ÷a
-
2¥
?
É
ăďýWkÝe
(IOSSIM)
B:ªðēĂêčC
JĖNEST)
É
Vsphere(ZZ-EFSI)
É
B:ªðēĂêčC
J(Cafemol)
É
c
ISLiMNb7/2011
É
SIMD, Pipeline (LiSDAS)
É
thread'À(NEST)
SIMD'ĖIOSSIM)
É
É
SIMD, Pipeline (Cafemol)
É
(ùČĕþēï
É
É
ù
Čĕþē
ï
ÂÅÃÆÄðĕýÝ¿E'TS
ISLiMNb7/2011
ÂÅÃÆÄðĕýÝ¿E'TS
15
UI/O (Parahaplo) ,
FFT (MegaDock)
É
ĊċĎn¢"oÀ(NEST)
É
ÖÝ
13
U$WF
ĊċĎx³"o
FFT
éďñĎôĉ;[
ÖÝ
ªXµ¸
óĐúý._Ý"o
ûĕ÷#Ý}Ô
}QËXYZµQ
ªĂ÷ĕē]±'
ùČĕþēï
ISLiMNb7/2011
SIMD'
öąüëìéĂêćčêþēï
óĐúý'ÀOpenMP
ďĕć]±'
(ùČĕþēï
RICCÈFX1È
îđóv9àÝCJ
B:ªðēĂêčàÝCJ
=j·ăďý
c
ÂÅÃÆÄðĕýÝ¿E'TS
14
(ISLiM)
2011 (2011.12.21-22)
ᰴઍ↢⛔วࠪࡒࡘ࡚ࠪࡦ࠰ࡈ࠻࠙ࠚࠕߩ⎇ⓥ㐿⊒,6/L0ᚑᨐႎ๔ળ ࠕࡊࠤ࡚ࠪࡦࡒ࠼࡞࠙ࠚࠕ 63+(5(
ߣ
ᄢⷙᮨ࠺࠲นⷞൻ /69
㊁↰ ⨃Ⓞ
⁛┙ⴕᴺੱ ℂൻቇ⎇ⓥᚲ
ᰴઍ⸘▚⑼ቇ⎇ⓥ㐿⊒ࡊࡠࠣࡓ
⊒⠪⚫
ᐕ ାᎺᄢቇᎿቇㇱᯏ᪾Ꮏቇ⑼තᬺ
ᐕ ᩣᑼળ␠ን჻ㅢ㐳㊁ࠪࠬ࠹ࡓࠛࡦࠫ࠾ࠕࡦࠣ␠
ᐕ ⁛┙ⴕᴺੱℂൻቇ⎇ⓥᚲ ᖱႎၮ⋚ࡦ࠲
⎇ⓥಽ㊁
&)'ޔࠣࡦࠕ࠾ࠫࡦࠛࠝࠗࡃޔਗࡊࡠࠣࡓޔนⷞൻࠪࠬ࠹ࡓ
157
158
bool SklSolverBase::SklSolverExec()
{
int init_ret =
SklSolverInitialize();
...
int loop_ret =
SklMainLoop();
...
SklSolverPost();
return true;
}
ISLiMDU,&2011
M:256x128x128
L:512x256x256
XL:1024x512x512
Strong scaling on RSCC
using Poisson Solver
1
!McH
4
`bI]
/
10
"
%
`bI]
T^WL>S
`bI^bB
*
McH
A]?=bN
"0#
+
P]YcH
1
+C=
CbNac]
FL=^bB
P]YcH
ac@_+
^ZcN+
;7
A]?=bN8
A]?=bN
9OKJ+
:
A]?=bN
?bH]AL>S+
3
Coupling Solver Control on SPHERE
XģíĒġĤĄ
`bI]
/
T^WL>S!
(
EW[`cE\b6McH^cI8
2/
&3 U^[
cX
/
d2e
EW[`cE\bTaB]X
)^=_H?X+
Live cell model
Aquaporin
Mitochondria
ISLiMDU,&2011
:ÆÆÆÄĨÄ
– ÐëâÙßÅĆĤğlÞ`ÙĔĤþÚÜêf-Þlì
– ÐëâÙÞlìÝÅ¡YV1þćĢüğvÅx1yáÞG9Å_vĝïđ
ĝĞÞ{ãÜÛÅâÖptÚlìÚÑÕDUì{ããJÑØÊÎ
<
ISLiMDU,&2011
ISLiMÙÞiíĒĞ÷ĤüĜĢ¥Ĩ¥YV1þćĢüğv
– ZZ-EFSI
– ZZ-HIFU
– RICS
<
<
<
d*âÙÞlDUÚ
:
Support of integrated simulation
Construction of a differentiated cell model
Extension of each program
Coupled analysis of various simulation
Ion channel
Cell membrane
Chip: Intel, AMDħSparcÃfx, SX, PowerPC
on RICC : gnu compiler, Intel compiler, Fujitsu compiler, Fujitsu MPI, mpich,
OpenMPI, OpenMP
on K : Fujitsu compiler, Fujitsu MPI, OpenMP
on BG/L : …
Fundamental research for
cell model construction
Cardiac muscle cell
Pancreatic cell
Erythrocyte
Hepatocyte
Realization of integrated simulation
in the intracellular coordinate system
<
<
Heart
Pancreas
Blood disc
Lever
Life-Science Field : Cell Simulator
<
4
2
~PĥüĕĚĠĤüĜĢĒġöĝĖßÆÆÆĦ
– üĕĚĠĤüĜĢ5ÌMulti-physics/Multi-scale ÒêÝçéùĤĊÌ
– HPCíĤôćõĄęĤßMulti-core ÅēćġýĤċíþ ÜÛ
Ù/Z
– MÑÊíğúĞÿĖìiÊØHPCÞABì<êÝßÅbeÚv\ÞNÞþôğÌ=
om
– íğúĞÿĖptlÝ6?ÙÍêf-ìJ
– /Z ÒêíĤôćõĄęĤÞġĤóĝïÿì%"
Differentiated cell model
ISLiMDU,&2011
.^`c
DcQF
TaGF-
DcQF
+C=
+]?S]^
R<
?_
McH^cI
,')
R<?_
R<?_ R<?_
VFN+565$)^=_H?X+
<
Local simulation
Code Skeleton
e
T02Ä7
2ptEÄjs
«©¨¬¨¥¦·²¸½º¹¥³º»¥«µ¿¼¶°¯¸¥¯¹±¥¨¹´¶¹²²»¶¹´¥¬²¼²¯»°µ§Á
ª®¥¦ª¯»´²¥°¯¸²¥®¶¼¾¯¸¶À¯½¶º¹§
~Pģom¦«©¨¬¨§
(ISLiM)
2011 (2011.12.21-22)
159
:ĨÇÈáÞLSVÞrW!à#
đĝĞÞG
<
ISLiMDU,&2011
ĝï
GPGPUõĝþĂÙÞčĤĊðñíĠĢă
ĞĢöĨ100ČĤĊÙ100GBĈĤĂìLfpsÆ
āĐĉðñíĠĢăĞĢöĝïđĝĞÞiÝ
çêÅþĎùĢR# Þ3dÆ(RICC)
<
<
keÞ@ÚõòĞćîÞqÌ¢ĨõòĞćîĠĔğìěĤûÌF#
d*âÙÞlDUÚ
:
ISLiMDU,&2011
7
5
~Pĥ# Ħ
– # ÞomßĈĤĂÞeÆÜÞßïĢĂĝõćîđ@Ú'Æ
– 0[Üvß0[ÜĈĤĂìÑÅÔÞeÝ# ß]ËÓÜÊÆ
– ;SÞíĒĞ÷ĤüĜĢÙß0[ĈĤĂì# ÑÅĈĤĂìeÒêÌ) Æ
om
– ĈĤĂÞ.0Ý5ÑØþ÷ĤĝđğÜ# üþćĖÞl
– ïĢĂĝõćîđ@ĥ5fpsĦÅUIÅKĈĤĂÅGPUQaÅĞĘĤĉíõĀþuáÞ5>
<
<
<
~Pģom¦ª®§
<
<
d2e
)^=_H?X+
`bI]
/
!McH
1
4
10
"
%
`bI]
T^WL>S
/
A]?=bN
9OKJ+
"0#
+
P]YcH
+C=
CbNac]
FL=^bB
P]YcH
ac@_+
^ZcN+
;7
A]?=bN8
A]?=bN
?bH]AL>S+
âÚä
ISLiMDU,&2011
XģíĒġĤĄ
LSVüþćĖX
6
ISLiMDU,&2011
8
ÂÇÈßd*lÙÉéÅ@æc^ßdcÞÙÒÆ
ÂÙÞ3ÝÑØßÅùĢďĚĤĂÞ£iÙÞ|UÙÒÆ
ÂGPGPUõĝþĂ!àPCõĝþĂße 2ptEC,+nĀĢĂĤÞRICCìiÑØÊâÒÆ
SPHERE :
– üĕĚĠĤüĜĢíğúĞÿĖl}Ì4OÝĒġöĝĖìYwÒêĆĤğ
– SPHEREiÝçê/8ÞÞ@çéågh@Þ$ÞėĞąĉÌ0
– ISLiMÞ(ĄĤĖÅzĄĤĖìĂĤøąĉÚÑØlìÊÅ
:ßÞ
ĄĤĖÙåiÙÍêbìoIÒ
LSV :
– ÐëËèÞ0[ĈĤĂÝ5>Òê# āĐĉðñíÚÑØl
– KĈĤĂ5>æ¤ÜĠĢăĞĢöÞ`ËèÅ# üþćĖÚÑØ
– čĤĊðñíĠĢăĞĢöÖÏÙÜÎāĐĉðñíĠĢăĞĢö\YìH×ÝçéÅþ
ĎùĢRìiÊÕ0[Ü# eÝå5>
– ĠïĉĠĤþÝçê¤'ĠĢăĞĢöæmÜ# íğúĞÿĖì3
`bI]
`bI^bB
*
T^WL>S!
(
McH
EW[`cE\bTaB]X
EW[`cE\b6McH^cI8
2/
&3 U^[
cX
/
e
.^`c
DcQF
TaGF-
DcQF
+C=
+]?S]^
,')
R<?_
R<
?_
McH^cI
VFN+565$)^=_H?X+
R<?_ R<?_
:
A]?=bN
(ISLiM)
2011 (2011.12.21-22)
W,2[>4d<#(+$*
^as\(ISLiM)IS?=3 2011 (2011.12.21-22)
8g%+
xAjT+"'%%&s\x
fX60
Q/ACACuFCb^a_
:C FCDM NL
\iec1
1983 G 3 O
1984 G 3 O
1988 G 3 O
1992 G 4 O
2004 G 4 O
-EACACuZC^a_:CDM;@l`5.
nUKh_CACFCqYoFCb 9J
nUKh_CACFCq]mH?FCb 9J
nUKh_CACFCq]mH?FCb 9NL
Q/ACACuFCb^a_ NL
^a7r
!*v:CH?Cw
tp^a7r) FCPV<I:C7R:CkB:C
8g:C
1
161
162
196,970
17
2011 ISLiM
5530
purchasable 1700
2011 REAL Database 1500
Drug-like selection 400
DB ISLiM
everything 2800
purchasable 1700
drug-like 1000
VL 3 1 C N O S
R&D
[2] 30
ISLiM
[1] 500
2011 1006
1007
1060
2011 5.5
1 / 6,790 ISLiM
(1990
Ϭϳ
ͻ̱ͳ Ϭϯ
1 1053 (0.005%) 1 / 21,670 4 2 2009 (ISLiM)
2011 (2011.12.21-22)
VL
Transform
163
ISLiM
ISLiM
2011 2011 VL
7 5 42
1
1 3000
ISLiM
ISLiM
10
2011 2011 5
5
8 6 (ISLiM)
2011 (2011.12.21-22)
42
58% 1500
164
ISLiM
+ ISLiM
2011 2011 11 J.R.Proudfoot, Bioorg. Med. Chem. Lett., 12, 1647(2002) + + 9 "Life Chemicals (Virtual)" subset (# 27) – 490709 entries 630
42
Chemical Library ISLiM
1500
Vietual Library Generator 2011 Rule of 5
Rule of 3
(
ISLiM
2011 ) 630
0.004 Virtual Library 10 12 [1] Lipinski, C., et. al., Adv. Drug. Deliv. Rev., 23, 3(1997) [2] Veber et al.,J. Med. Chem. 45, 2615-2623 (2002) Lipinski’s rule of 5, rule of 3 (ISLiM)
2011 (2011.12.21-22)
logP 165
A MW A ISLiM
64.8% 70.7% ISLiM
2011 2011 MW B 79.3% B 88.3% 15 13 "Life Chemicals (Virtual)" subset (# 27) 85.6% 75.3% A A A polar surface area ISLiM
89.9% B B 88.1% 98.5% 2011 10 B polar surface area B 16 91.0% 98.9% 14 "Life Chemicals" subset (# 124) - 412431 entries 2011 140 & rotatablebond
97.3% PSA A ISLiM
"Life Chemicals (Virtual)" subset (# 27) – 490709 entries Rotatable bonds Lipinski’s rule of 5
(ISLiM)
2011 (2011.12.21-22)
logP ĺ
ISLiM
2011 17 ͗
͗
͗
ϭϬ
ϱ
Lipinski’s rule
DB
ISLiM
ϯ
2011 Ϭ͘ϬϬϰ
Transform
ї
ї
18 (ISLiM)
166
2011 (2011.12.21-22)
(謝辞)
本資料集に記載されている「京」での計算は、2011 年 3 月の「京」の特別運用および
その後の試験利用によって行われたものです。
また、本資料集に記載されている「京」を使用した測定値は、開発整備中の「京」によ
る、測定時点での数値です。