mn];B[nd];W[dn];B[eb];W[da];B[rs];W[fj];B[fi];W[ir]
;B[is];W[kr];B[js];W[ie];B[dl])
Hiroshi Yamashita
- Original Message -
From: "Mark Schreiber" <[EMAIL PROTECTED]>
To:
Sent: Monday, October 23, 2006 2:08 PM
Subject: [computer-go] Human vs Computer at Gifu Challenge
>
), Many Faces(AI Igo2004), Haruka, and FunGo.
(I don't know whether it is because of GUI or engine.)
Hiroshi Yamashita
(;GM[1]SZ[19]
;B[da];W[aa];B[ha];W[ca];B[la];W[ea];B[pa];W[ga];B[ab];W[ia];B[cb];W[ka]
;B[eb];W[ma];B[gb];W[oa];B[ib];W[qa];B[kb];W[sa];B[mb];W[bb];B[ob];W[fb]
;B[qb];W[jb];B[sb]
Ryuhei Miyashiro reported he got the result MSP(19) was 277 by
using CPLEX(commercial solver) for 40days calculations.
Hiroshi Yamashita
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00
reconnect=t
-
Old server is
"server.host=goserver.igoweb.org"
And you should use new kgsGtp-3.3.11.tar.gz
http://www.gokgs.com/download.xhtml
Regards,
Hiroshi Yamashita
- Original Message -
From: "David Doshay" <[EMAIL PROTECTED]>
To: "co
-3.8 points
AI Igo2004 (ManyFaces) 1812 0.60 +11.7 points
ValueIgo3 ... KCC Igo, published in 2003. same GinseiIgo2PW(2001?)
AI Igo2004 ... ManyFaces, published in 2003. engine is 2003?
---
Regards,
Hiroshi Yamashita
This event sounds very interesting!
Saturday:
3/23/08 3:00 PM
Saturday:
3/22/08 3:00 PM
is right?
Regards,
Hiroshi Yamashita
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Hi; it's saturday 22.
Thanks!
Regards,
Hiroshi Yamashita
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Hiroshi Yamashita
Katsunari Shinichi Sei
caren Katsumi Kobayashi
GNU Go Free Software Foundation
KuronekoNya Yasuhiro Ike
Drunken Master Yasuo Hirooka
Tombo Yohei Yano
Boozer Chihiro Hashimoto
Fudo Go Hideki Katoh
MC_ark Nobuo
/PICT2271.html
This was fastest machine.
Hideki Katoh's "Fudo Go" ran on Q9550, 3.4GHz 4core.
Many of participants used popular note PC.
Regards,
Hiroshi Yamashita
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http://www.computer
gd]
;B[ib];W[hd];B[ga];W[ic];B[af];W[fd];B[ed];W[fi];B[ag];W[ai]
)
Regards,
Hiroshi Yamashita
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m&ami_src_lang=JA&ami_tar_lang=EN&ami_dis=3&ami_dict=general&ami_font_col=009933
Regards,
Hiroshi Yamashita
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Hi,
I put some photos in Beijing Computer Go tournament.
http://yssaya.web.fc2.com/photo/beijing2008/beijing2008.html
Regards,
Hiroshi Yamashita
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* Is 2711 from the final game of the 9x9-playoff?
No, this is not final game. Final game was played next night.
Regards,
Hiroshi Yamashita
- Original Message -
From: ""Ingo Althöfer"" <[EMAIL PROTECTED]>
To:
Sent: Friday, October 10, 2008 10:12 PM
Subject
I put some photos.
http://yssaya.web.fc2.com/photo/uec2008/uec2008.html
Kato's eight PlayStation 3 was impressive.
http://yssaya.web.fc2.com/photo/uec2008/1213/Htmls/PICT2802.html
Hiroshi Yamashita
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move 126 174 0.42
without null move 108 192 0.36
As far as my program, null move pruning is maybe a bit effective.
Hiroshi Yamashita
- Original Message -
From: "David Fotland"
To: "'computer-go'"
Sent: Sunday, December 21, 2008
/VA012620/cgf2009/cgf2009.zip
CGF Open (in Japanese)
http://hp.vector.co.jp/authors/VA012620/
Hiroshi Yamashita
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Hi,
CGOS 19x19 has stopped for a while.
Is server down?
If there is no enough anchor resource, I can run anchor (gnugo).
Regards,
Hiroshi Yamashita
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I restarted the 19x19 server.
Thank you. I started my bot.
I'm thinking about making some specified version of fuego
I think using Fuego for anchor is good idea.
One problem is maybe latest Fuego will be overrated from
weak Fuego anchor.
Regards,
Hiroshi Yama
-Play delusion?
http://computer-go.org/pipermail/computer-go/2008-February/013995.html
Regards,
Hiroshi Yamashita
- Original Message -
From: "Don Dailey"
To: "computer-go"
Sent: Tuesday, June 23, 2009 11:12 PM
Subject: Re: [computer-go] CGOS 19x19 anchor
On Tue,
5000 playout/move) result
0.500 --- 5000 playout
0.807 369 1 playout +249 elo
0.943 509 2 playout +488 elo
19x19 Aya vs GNU Go 3.7.10
0.538 401 5000 playout
0.676 550 1 playout +101 elo
0.782 349 2 playout +195 elo
Regards,
Hiroshi Yamashita
n't remove.
Fuego4C4PlaPo20Mno(2438)
MoGo-4C-Po-100Mnod(2401)
GnuGo-mc-10K-lev11(1818)
GG-500(1646)
Fuego-700node(1508)
Fuego-500node(1400)
Fuego-300node(1248)
Reagrds,
Hiroshi Yamashita
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http
ation".
The Third Computer Go UEC Cup
http://jsb.cs.uec.ac.jp/~igo/eng/index.html
Hiroshi Yamashita
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PWD=xxx
set SENTINEL=abort_cleanly
tclkit cgos3.tcl AyaBot %MYPWD% "%MYPROG%" %SENTINEL%
--
And I modified cgos3.tcl as follows.
Temporary instructions for CGOS 19x19
http://www.mail-archive.com/computer-go@computer-go.org/msg02980.html
Th
0 0 0-7 8
Nanashi 0 0 0 0 0 0 1 1-6 7
All sgf files.
http://hp.vector.co.jp/authors/VA012620/cgf2006/cgf2006.zip
Programs Authors
GNU Go 3.7.10 many
Katsunari Shinichi Sei
Aya Hiroshi Yamashita
ShikoSakugoMorihiko Tajima
MayoiGo
rmation about cancel)
http://computer-go.softopia.or.jp/gifu2006/English/08.html
CGF(Computer Go Forum) is considering alternative.
Regards,
Hiroshi Yamashita
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ge.
I made GUI to GTP program. It looks work until KCC passes.
After KCC passes, it often failed screen recognition.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Rémi Coulom" <[EMAIL PROTECTED]>
To: "computer-go"
Sent: Saturday, October 13, 2007 4:09 A
(France) (Invited program)
2nd KatsunariShinichi Sei
3rd MoGo Sylvain Gelly (France) (Invited program)
4th Aya Hiroshi Yamashita
5th GGMC Go Hideki Katoh
6th CarenKatsumi Kobayashi
7th ShikouSakugo Morihiko Tajima
8th Kinoa IgoGenki Yamada
9th RunGo
[pr];W[mk];B[al];W[am];B[lj];W[ca];B[da];W[ac]
;B[ab];W[bl];B[aj];W[mi];B[hl];W[ja];B[sh];W[eh];B[si];W[rj]
;B[ei];W[ha];B[gn];W[dd];B[go];W[gj];B[hj];W[an];B[na];W[df]
;B[ma];W[lf];B[mb];W[sa];B[lc];W[sj];B[sf];W[ir];B[od];W[nc]
;B[gd];W[pk];B[jl];W[ge];B[ep];W[gp];B[ll];W[bo];B[aq];W[es]
;B[im];W[h
Sgf files are available here.
First day.
http://jsb.cs.uec.ac.jp/~igo/sgf/uec1201.zip
Second day. (There is no exhibition sgf)
http://jsb.cs.uec.ac.jp/~igo/sgf/uec1202.zip
Hiroshi Yamashita
- Original Message -
From: "Hiroshi Yamashita" <[EMAIL PROTECTED]>
To: &qu
MoGoRel3_3550pps lost its winning game for not removing dead stones.
http://www.lri.fr/~teytaud/SGF/2008/01/10/8590.sgf
Maybe Mogo will pass when opponent pass in 19x19.
Is there no option to remove dead stones?
Hiroshi Yamashita
- Original Message -
From: "Michael Williams&quo
nodes are created,
and 18 candidates are searched
Regards,
Hiroshi Yamashita
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it is not stable yet.
On this condition, 7 days or more will be needed for stable rating.
Hiroshi Yamashita
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What are the time controls for the games?
Both are 10 minutes + 30 seconds byo-yomi.
Hiroshi Yamashita
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It seems KGS client has changed.
Old kgsGtp does not work.
Latest version (kgsGtp-3.3.27) is ok.
kgsGtp-3.3.27.zip
http://www.gokgs.com/download.jsp
Regards,
Hiroshi Yamashita
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http
ood result.
Hiroshi Yamashita
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oh, sorry, Erik already pointed out.
Another, past result page, January winner is Fuego, not Zen9.
http://www.weddslist.com/kgs/past/
Hiroshi Yamashita
- Original Message -
From: "Hiroshi Yamashita"
To: "computer-go"
Sent: Tuesday, February 09, 2010 12:50 PM
Su
of handicap games.
Hiroshi Yamashita
- Original Message -
From: "Petr Baudis"
To: "computer-go"
Sent: Thursday, February 11, 2010 9:51 PM
Subject: Re: [computer-go] Dynamic Komi's basics
Hi!
I forgot two important points:
On Thu, Feb 11, 2010 at 01:06:
(15sec/move)
2600 3d Fuego-1095-1c
2700 4d Zen-4.9-1c
2800 5d Zengg9-4x4c
2900 6d
Hiroshi Yamashita
- Original Message -
From: "Darren Cook"
To: "computer-go"
Sent: Friday, February 12, 2010 4:43 PM
Subject: [computer-go] Rank on servers at 9x9
Do any o
Yes, (rank) is from the graph.
Hiroshi Yamashita
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);
move = getBestMoveUCT();
latest_komi = CalculateAdjustingKomi();
=e3
Undo or load position are a bit difficult...
Hiroshi Yamashita
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too, and make blunder.
Hiroshi Yamashita
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Hi,
This paper looks very cool.
Teaching Deep Convolutional Neural Networks to Play Go
http://arxiv.org/pdf/1412.3409v1.pdf
Thier move prediction got 91% winrate against GNU Go and 14%
against Fuego in 19x19.
Regards,
Hiroshi Yamashita
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is move prediction in UCT, playout uses another prediction.
Aya gets 50% against GNU Go with 300 playout in 19x19 and 100 in 9x9.
Regards,
Hiroshi Yamashita
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other one. You can see the sgf. Is it
simply playing too good shape?
Regards,
Hiroshi Yamashita
winrate games
19x19 0.059 607
13x13 0.170 545
9x9 0.1411020
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Hi Ingo,
One question: Is there a place where I can find sgf
I could not find. I also want to see sgf.
Hiroshi Yamashita
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score the final position. We have
used GNU Go to rescore these games, I believe Fuego was the winner in all of these cases.
Best Regard,
Christopher Clark
---
Regards,
Hiroshi Yamashita
__
o(B).
http://eidogo.com/#3BNw8ez0R
I think previous move effect is too strong.
Hiroshi Yamashita
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t is about 40,000 rollouts per move.
Regards,
Hiroshi Yamashita
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m 4 to 3. And W libs was 3. It looks CNN can not understand
this difference, but he could.
Hiroshi Yamashita
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t 9 dan when it plays against Fuego?
Regards,
Hiroshi Yamashita
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GHz, 3.2 GHz(Turbo Boost)
I'm not sure its speed and whether it used 3.2GHz, but I think
turbo boost is on when 2 threads.
I summed Fuego's cpu time from their first 10 sgfs.
Total is 2861 moves, cpu time 21443 sec.
21443 / (2861/2) = 15.0 sec / move
It is over 10sec. a bit s
ll be contender for strongest program.
I also wonder Fuego could release latest version with 1.2, and use
odd number 1.3.x for development.
Regards,
Hiroshi Yamashita
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;B[pk])
Regards,
Hiroshi Yamashita
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same thing, how slow is it? 10 times slower?
Hiroshi Yamashita
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Hi,
As far as remember, old CGOS anchor were
9x9 FatMan ... Hideki Kato
13x13 Gnugo-3.7.10-a4 ... Hideki Kato
19x19 Gnugo-3.7.10-a1 ... Hiroshi Yamashita
And I tried to run Gnugo-3.7.10-a1 in 13x13 with same password,
it looks running as an anchor luckly. I will keep it running
for
Dear Colleagues,
I'm Masakazu Muramatsu of UEC, an organizer of The 8th UEC Cup
Computer Go Tournament.
I'm asking a help to Mr. Hiroshi Yamashita for posting the following
message to you.
(Our original messages could not be sent to this ML; I don't
understand why. I appreciate
space.net/13x13/standings.html
I stopped it.
The reason I run is to save cpu power.
I'm running anchor Gnugo-3.7.10-a1.
If someone could run anchor, please mail me.
If there is few bots on CGOS 13x13 again, I'll put it again.
Regards,
Hiroshi Yamashita
Hi,
i need to implement a simple ko rule.
I wrote simple pure-MC and UCT sample.
http://www.yss-aya.com/puremc20150313e.zip
put() function handles a simple ko.
Regards,
Hiroshi Yamashita
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Nomitan beats Zen!!!
semei final is
CrazyStone - Aya
Nomitan - DolBaram
Hiroshi Yamashita
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Final is
CrazyStone - DolBaram
Hiroshi Yamashita
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CrazyStone won.
1. CrazyStone
2. DolBaram
3. Aya
4. Nomitan
5. Zen
6. Go Trend
Go Trend is a new Taiwan's program.
Go Trend team has 7 people and they all visit here.
Hiroshi Yamashita
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UEC student won a exhibition game against CrazyStone without handicap.
Hiroshi Yamashita
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against computer.
http://dd.hokkaido-np.co.jp/entertainment/igo-shogi/igo-shogi/1-0112663.html
SGF Games records are available on official page.
http://entcog.c.ooco.jp/entcog/densei/densei3/3rd_densei_kifu.zip
Densei-sen official page
http://entcog.c.ooco.jp/entcog/densei/densei3/
Regards,
Hiroshi
wish the system, if there is new program, some programs run automatically
and stop.
Regards,
Hiroshi Yamashita
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ape.
Black never suicide except white lib is one.
Regards,
Hiroshi Yamashita
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Hi Remi,
Aya can't handle over 19x19, but I'd like to watch that game once.
Hiroshi Yamashita
- Original Message -
From:
To: "computer-go"
Sent: Sunday, April 26, 2015 7:17 PM
Subject: [Computer-go] How about a 39x39 tournament?
Hi,
I thought it mi
3.
2.2.
1.1.
ABCDEFGHJ ABCDEFGHJ
If white(O) play F9(O), Aya think B9(X) string liberty becomes 2
in both cases.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Detlef Schmicker"
To: "computer-go"
Sent: Su
5.88
fuego1604_10k2163 2 / 30 6.67
Aya781c_1k 2192 79 / 24931.73
Hiroshi Yamashita
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in playout. Decreasing check is easy though.
Regards,
Hiroshi Yamashita
- Original Message -
From: "施仲晉"
To:
Sent: Friday, May 01, 2015 9:48 PM
Subject: Re: [Computer-go] Liberty races in playouts
Hi, Yamashita.
For the black(X) string (at B9), how do you detect t
you for running.
Hiroshi Yamashita
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puter-go.org/pipermail/computer-go/2015-April/007573.html
He said, it takes 70ms per move.
Author is FUKUMOTO Kiyoshi-san, He is also an author of Hirabot.
Reagrds,
Hiroshi Yamashita
- Original Message -
From: "Michael Sué"
To:
Sent: Sunday, May 10, 2015 8:14 PM
Subjec
if (!ON_BOARD(pos2))
Regards,
Hiroshi Yamashita
-
(;GM[1]SZ[19]
PB[Aya 7.04b]
PW[GNU Go 3.7.10]
DT[2010-11-22]
RE[W+6.5]KM[6.5]TM[]RU[Chinese]PC[]EV[]GN[]AP[Aya 7.83g]
;B[qd];W[dd];B[dp];W[oc];B[pq];W[po];B[ld];W[qq];B[pc];W[pr]
;B[qm];W[cn];
, 32bit
GNU Go 3.7.10 gcc 4.1.2, Debian 4.1.1-21, 32bit
GNU Go 3.7.10 Visual C++6.0, Windows XP, 32bit
Result are same.
yss@debian:~/gnugo-3.7.10/interface$ ./gnugo -l crashes-gnugo.sgf
white (O) move J8
What kind of OS, 32bit or 64bit, and compiler makes crash?
Regards
Hiroshi Yamashita
=-m32"
$ make
yss@debian:~/gnugo-3.8/interface$ ./gnugo -l crashes-gnugo.sgf
white (O) move J8
yss@debian:~/gnugo-3.8/interface$ gcc -v
gcc version 4.7.2 (Debian 4.7.2-5)
Regards,
Hiroshi Yamashita
- Original Message -
From: "Peter Drake"
To:
Sent: Friday, June 19,
Configure doesn't seem happy with that:
I'm not familiar with CentOS, but maybe need to install
# yum -y install glibc-devel.i386 libstdc++-devel.i386
or
# yum -y install glibc-devel.i686 glibc-devel ibstdc++-devel.i686
Hiroshi
81 15% faster than 221 moves(initial potision)
0.497 91
0.494101
0.487111
0.457121
0.469131
0.518221
Regards,
Hiroshi Yamashita
- Original Message -
From: "Gonçalo Mendes Ferreira"
To:
Sent: Wednesday, September 09, 201
ratio (8.6) x clock ratio(1.3).
I also use caffe. Installing caffe was the most difficult part...
And thank you Detlef for publishing your data!
My test code and Makefile.
http://yss-aya.com/20150907detlef_test.zip
Regards,
Hiroshi Yamashita
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Comp
ns=show
Regards,
Hiroshi Yamashita
- Original Message -
From: "Aja Huang"
To:
Sent: Sunday, September 27, 2015 7:08 AM
Subject: Re: [Computer-go] Report KGS Slow Tournament
2015-09-26 2:48 GMT+01:00 Hideki Kato :
Aja Huang: <
calqb9_kdkgkxsvrjksjmnvywe3tpjw1ct_n-
450
without DCNN, 2206 playout/sec,2.7d ---
KGS Rating Math
http://senseis.xmp.net/?KGSRatingMath
Reagrds,
Hiroshi Yamashita
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Hm, AyaMC4 is 4d since last year.
AyaMC4 is 10sec/move on 6 cores, about 200,000 playouts/move.
And time setting is blitz, 1 minutes + 15 sec x10.
AyaMC uses same setting, except time is 10 mimutes + 30sec x5.
Its rank is 3d. Aya never get 4d in normal time setting.
Hiroshi Yamashita
com/kgsGtp-3.5.10.tar.gz
Regards,
Hiroshi Yamashita
-
<--list_commands
-->=--> -->protocol_version
...
-->
<--name
-->=--> -->
<--version
-->=--> -->
<--boardsize 19
-->=--> -->
<--t
Hi Aja,
I think (1) is what you are doing, if I understand correctly. Did you ever
try (2)? I imagine you might already have tried it (maybe it's bad?)
because it's a really easy experiment.
Yes, I did (1).
I did not try (2), but I will.
Hiroshi Yamashita
- Original Message -
You are right.
I commented off "kgs-chat" command, then I could play
20 moves with kgsGtp 3.5.20.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Gonçalo Mendes Ferreira"
To:
Sent: Monday, October 05, 2015 8:10 PM
Subject: Re: [Computer-go] kgsGtp 3.5.20
Hi Nick,
I'd like no limit. Restriction will lose a chance of massive
computer's programming. But one thread limit tournament
once a year may be interesting.
I like (2), and (3) is nice, but I'm already happy with your reports!
Regards,
Hi
y CNN's p
p : CNN's probability p
p = result_CNN(pos(x,y));
if ( p < 0.0001 ) p = 0.0001;
p *= 50;
MM_gamma *= p
Regards,
Hiroshi Yamashita
- Original Message -
From: "Aja Huang"
To:
Sent: Monday, October 05, 2015 12:32 AM
Subject: Re: [Computer-go] Detlef'
7 88.0
13 80.0 87.7 89.0
14 81.0 88.7 89.8
15 82.0 89.6 90.6
16 82.9 90.3 91.3
17 83.7 91.0 91.9
18 84.4 91.6 92.5
19 85.1 92.2 93.0
20 85.8 92.7 93.5
Regards,
Hi
gards,
Hiroshi Yamashita
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gards,
Hiroshi Yamashita
- Original Message -
From: "Detlef Schmicker"
To:
Sent: Wednesday, November 04, 2015 3:17 AM
Subject: [Computer-go] Number of 3x3 patterns
I could not find the number of 3x3 patterns in Go, if used all symmetries.
Can anybody give me a hint, were to f
ladder. Maybe pure DCNN without MC search?
darkforest is ver 1.0, darkfores1 is ver 1.1. a bit latest.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Nick Wedd"
To:
Sent: Wednesday, November 04, 2015 4:32 AM
Subject: Re: [Computer-go] Facebook Go AI
I think this F
Watanabe are human player, they are around 4d on KGS.
* computers use one thread on note-PC.
* SGF's komi is not correct.
SGF
http://yss-aya.com/gpw2015.zip
Regards,
Hiroshi Yamashita
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http://com
yss-aya.com 68097.0
19x19 15 minutesyss-aya.com 68197.5
13x13 10 minutescgos.boardspace.net 68137.5
http://www.yss-aya.com/cgos/
http://www.yss-aya.com/cgos/9x9/standings.html
http://www.yss-aya.com/cgos/19x19/standings.html
Regards,
Hiroshi Yama
World Computer Weiqi Tournament
http://51wq.ourgame.com/icgoaien.aspx
Many photo news
http://51wq.lianzhong.com/Home/NewsDetails?newsID=538&newsCategoryName=%25e7%2584%25a6%25e7%2582%25b9%25e6%2596%25b0%25e9%2597%25bb
Regards,
Hiroshi Yamashita
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Co
2sec each move. My VPS is very slow, about 400MHz. And Aya783a_50
and some anchors run on it. So I feel it need wait. And too short game
cycle makes big sqlite3 db. It is not good for server.
Anyway I will run CGOS at least for a year.
Hiroshi Yamashita
- Original Message -
From: "R
Hi Muramatsu-san,
Thank you for correct info.
Wow! Ray will play semi-final.
Good luck, Kobayashi-san!
Hiroshi Yamashita
- Original Message -
From: "村松正和"
To: "computer-go" ; "Hiroshi Yamashita"
Sent: Friday, November 13, 2015 2:34 PM
Subject: Re:
Hi,
It seems DolBaram won. (from last photo on web)
1st DolBaram
2nd Zen
3rd ManyFaces of Go
4th Ray
http://51wq.lianzhong.com/Home/NewsDetails?newsID=539&newsCategoryName=%25e7%2584%25a6%25e7%2582%25b9%25e6%2596%25b0%25e9%2597%25bb
Hiroshi Yamas
Hi,
I think human player can push "Resume" and select Orego4 game.
Then, when Orego4 is idle, it will join resume game.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Peter Drake"
To:
Sent: Saturday, November 14, 2015 7:52 AM
Subject: [Computer-go] Pr
/yidongwq/index.html
Regards,
Hiroshi Yamashita
- Original Message -
From: "David Fotland"
To:
Sent: Sunday, November 15, 2015 11:15 AM
Subject: Re: [Computer-go] Mylin Valley The World Computer Weiqi Tournament
Yu Bin won his game against Dolbaram. The second official p
DCNN-Detlf uses Detlef's network data.
DCNN-No133 uses original learning data by Fukumoto-san, author of HiraBot.
Both bot are running by Fukumoto-san, and they make a move without search.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Rémi Coulom"
To:
Sent: Fri
Elo
drawelo 0.01, mm, CrazyStone-0002 2713
drawelo 0.01, mm 1 1, CrazyStone-0002 2767
drawelo 20, mm, CrazyStone-0002 2746
I'll connect Crazy Stone to 19x19 too.
Thanks!
Hiroshi Yamashita
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Computer-go
Hi Joshua,
Thank you for your offer.
I'm glad if you could.
And I'd like to say thank you to Don, CGOS is really nice programs.
Regards,
Hiroshi Yamashita
- Original Message -
From: "Joshua Shriver"
To: "computer-go"
Sent: Friday, November 20, 2015 1
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