Re: [Computer-go] CGOS again
On Fri, Nov 20, 2015 at 3:41 PM, Joshua Shriver wrote: > Thank you so much for running CGOS! Looks like it's running very > smoothly and you are doing a great job. > Yes! Thanks again. It’s great to have 9x9 and 19x19 versions again with some strong bots playing. Great to see that everyone is participating again! > Would you like me to take down the boardspace site, and make a referal > link to your CGOS? That way we can migrate and make sure people are > all working on the right server. > Something seems to be wrong with the 13x13 front end. At least the current standings page isn’t updating anymore. But the bots can still connect and play. So maybe having all run by the same person would be preferable. Maybe just starting a 13x13 some day on your server would be a good start Hiroshi? Then everyone could connect and the redirect from boardspace.net could come at a later point. Unfortunately I don’t have a spare computer right now or I would run a few bots myself to keep it populated. Hm … I actually might have some capacity for a bot or two that doesn’t take up many resources (it will run on a $10 digitalocean.com box). Any preferences? Urban -- Blog: http://bettong.net/ Twitter: https://twitter.com/ujh Homepage: http://www.urbanhafner.com/ ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
I'd like a try. Many Faces is on cgos now, playing on a Core i7-3770 3.4 GHz, 4 cores, eight threads. Thanks, David > -Original Message- > From: Computer-go [mailto:computer-go-boun...@computer-go.org] On Behalf > Of Rémi Coulom > Sent: Monday, November 23, 2015 11:17 AM > To: computer-go@computer-go.org > Subject: Re: [Computer-go] CGOS again > > BTW, CrazyStone-0002 (on 19x19, not 9x9) is running on my desktop PC (i7- > 5930K). At first, it was running with 4 cores. But then it lost its first > game to Aya. I was so impressed by the strength of Aya! So I made it use > 6 threads instead. It has been using 6 threads since then. > > I can't run it permanently, but if strong programs want to try it, just > ask, and I will let it play during one night. > > R mi > > On 11/20/2015 02:23 PM, Hiroshi Yamashita wrote: > > Hi Remi, > > > >> running "mm 1 1" instead of just "mm". It just estimates the > >> maximum-likelihood value of drawelo by itself. Or just set drawelo to > >> 20 > > > > I tried. CrazyStone-0002 Elo changed a bit on each setting. > > It looks difficult. So I set drawelo 20. > > 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 > > > > ___ > > Computer-go mailing list > > Computer-go@computer-go.org > > http://computer-go.org/mailman/listinfo/computer-go > > ___ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi Remi, I have relaxed a bit because I thought you use Atom 1.86GHz. Aya486m_4c is running on i7-980X 3.3GHz with 4 cores. Recently I changed Learning method for progressive windening from MM to LFR. And accuracy changed from 38.8% to 40.7%. It makes +70 Elo in selfplay. So I had a bit confidence, but still CS is big wall. But I have another idea for UEC cup :-) Hiroshi Yamashita - Original Message - From: "Rémi Coulom" To: Sent: Tuesday, November 24, 2015 4:17 AM Subject: Re: [Computer-go] CGOS again BTW, CrazyStone-0002 (on 19x19, not 9x9) is running on my desktop PC (i7-5930K). At first, it was running with 4 cores. But then it lost its first game to Aya. I was so impressed by the strength of Aya! So I made it use 6 threads instead. It has been using 6 threads since then. I can't run it permanently, but if strong programs want to try it, just ask, and I will let it play during one night. Rémi ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
BTW, CrazyStone-0002 (on 19x19, not 9x9) is running on my desktop PC (i7-5930K). At first, it was running with 4 cores. But then it lost its first game to Aya. I was so impressed by the strength of Aya! So I made it use 6 threads instead. It has been using 6 threads since then. I can't run it permanently, but if strong programs want to try it, just ask, and I will let it play during one night. Rémi On 11/20/2015 02:23 PM, Hiroshi Yamashita wrote: Hi Remi, running "mm 1 1" instead of just "mm". It just estimates the maximum-likelihood value of drawelo by itself. Or just set drawelo to 20 I tried. CrazyStone-0002 Elo changed a bit on each setting. It looks difficult. So I set drawelo 20. 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 ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
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 11:41 PM Subject: Re: [Computer-go] CGOS again Thank you so much for running CGOS! Looks like it's running very smoothly and you are doing a great job. Would you like me to take down the boardspace site, and make a referal link to your CGOS? That way we can migrate and make sure people are all working on the right server. -Josh On Fri, Nov 20, 2015 at 6:11 AM, Hiroshi Yamashita wrote: Hi, Now CGOS has recent 300 games on cross-table page. http://www.yss-aya.com/cgos/9x9/cross/CrazyStone-0002.html Back color red is Loss, and green is Draw. And I added BayesElo pages. http://www.yss-aya.com/cgos/9x9/bayes.html Thanks a lot for your support, Joshua! Now CGOS handles Draw in 9x9. Remi, is this setting OK? I also use your program "bayeselo". drawelo 0.01 I found this from 8 yeae's ago mail. https://www.mail-archive.com/computer-go@computer-go.org/msg05740.html In 19x19, two DCNN programs are running. http://www.yss-aya.com/cgos/19x19/standings.html 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: Friday, November 13, 2015 2:52 AM Subject: Re: [Computer-go] CGOS again Hi Hiroshi, Thanks a lot for running CGOS! I have just connected Crazy Stone. It is running on one core of my web server: Intel(R) Atom(TM) CPU N2800 @ 1.86GHz I plan to let it play forever. I noticed the game gets blocked for a long time when Aya resigns. I suppose that may be on purpose. Rémi On 11/10/2015 02:11 PM, Hiroshi Yamashita wrote: Hi, I have started CGOS on my VPS(Virtual Private Server). 19x19 and 9x9 are running. In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. I'll keep it running for a while. 13x13 is running on original server. time serverportkomi 9x9 5 minutesyss-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 Yamashita ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Thank you so much for running CGOS! Looks like it's running very smoothly and you are doing a great job. Would you like me to take down the boardspace site, and make a referal link to your CGOS? That way we can migrate and make sure people are all working on the right server. -Josh On Fri, Nov 20, 2015 at 6:11 AM, Hiroshi Yamashita wrote: > Hi, > > Now CGOS has recent 300 games on cross-table page. > http://www.yss-aya.com/cgos/9x9/cross/CrazyStone-0002.html > Back color red is Loss, and green is Draw. > > And I added BayesElo pages. > http://www.yss-aya.com/cgos/9x9/bayes.html > Thanks a lot for your support, Joshua! > > Now CGOS handles Draw in 9x9. > Remi, is this setting OK? I also use your program "bayeselo". > > drawelo 0.01 > > I found this from 8 yeae's ago mail. > https://www.mail-archive.com/computer-go@computer-go.org/msg05740.html > > In 19x19, two DCNN programs are running. > http://www.yss-aya.com/cgos/19x19/standings.html > 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: Friday, November 13, 2015 2:52 AM > Subject: Re: [Computer-go] CGOS again > > >> Hi Hiroshi, >> >> Thanks a lot for running CGOS! >> >> I have just connected Crazy Stone. It is running on one core of my web >> server: >> Intel(R) Atom(TM) CPU N2800 @ 1.86GHz >> I plan to let it play forever. >> >> I noticed the game gets blocked for a long time when Aya resigns. I >> suppose that may be on purpose. >> >> Rémi >> >> On 11/10/2015 02:11 PM, Hiroshi Yamashita wrote: >>> >>> Hi, >>> >>> I have started CGOS on my VPS(Virtual Private Server). >>> 19x19 and 9x9 are running. >>> In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. >>> I'll keep it running for a while. >>> 13x13 is running on original server. >>> >>> time serverportkomi >>> 9x9 5 minutesyss-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 Yamashita >>> >>> ___ >>> Computer-go mailing list >>> Computer-go@computer-go.org >>> http://computer-go.org/mailman/listinfo/computer-go >> >> >> ___ >> Computer-go mailing list >> Computer-go@computer-go.org >> http://computer-go.org/mailman/listinfo/computer-go > > > ___ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi Remi, running "mm 1 1" instead of just "mm". It just estimates the maximum-likelihood value of drawelo by itself. Or just set drawelo to 20 I tried. CrazyStone-0002 Elo changed a bit on each setting. It looks difficult. So I set drawelo 20. 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 ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi Hiroshi, Thanks for taking care of CGOS. drawelo 0.01 was suggested when komi was 7.5. When draws are possible, it should be higher. You can estimate a good value of drawelo if you have many games, by running "mm 1 1" instead of just "mm". It just estimates the maximum-likelihood value of drawelo by itself. Or just set drawelo to 20 or something like this. It does not matter much, anyway. I'll connect Crazy Stone to 19x19 too. Rémi On 11/20/2015 12:11 PM, Hiroshi Yamashita wrote: Hi, Now CGOS has recent 300 games on cross-table page. http://www.yss-aya.com/cgos/9x9/cross/CrazyStone-0002.html Back color red is Loss, and green is Draw. And I added BayesElo pages. http://www.yss-aya.com/cgos/9x9/bayes.html Thanks a lot for your support, Joshua! Now CGOS handles Draw in 9x9. Remi, is this setting OK? I also use your program "bayeselo". drawelo 0.01 I found this from 8 yeae's ago mail. https://www.mail-archive.com/computer-go@computer-go.org/msg05740.html In 19x19, two DCNN programs are running. http://www.yss-aya.com/cgos/19x19/standings.html 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: Friday, November 13, 2015 2:52 AM Subject: Re: [Computer-go] CGOS again Hi Hiroshi, Thanks a lot for running CGOS! I have just connected Crazy Stone. It is running on one core of my web server: Intel(R) Atom(TM) CPU N2800 @ 1.86GHz I plan to let it play forever. I noticed the game gets blocked for a long time when Aya resigns. I suppose that may be on purpose. Rémi On 11/10/2015 02:11 PM, Hiroshi Yamashita wrote: Hi, I have started CGOS on my VPS(Virtual Private Server). 19x19 and 9x9 are running. In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. I'll keep it running for a while. 13x13 is running on original server. time serverportkomi 9x9 5 minutesyss-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 Yamashita ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi, Now CGOS has recent 300 games on cross-table page. http://www.yss-aya.com/cgos/9x9/cross/CrazyStone-0002.html Back color red is Loss, and green is Draw. And I added BayesElo pages. http://www.yss-aya.com/cgos/9x9/bayes.html Thanks a lot for your support, Joshua! Now CGOS handles Draw in 9x9. Remi, is this setting OK? I also use your program "bayeselo". drawelo 0.01 I found this from 8 yeae's ago mail. https://www.mail-archive.com/computer-go@computer-go.org/msg05740.html In 19x19, two DCNN programs are running. http://www.yss-aya.com/cgos/19x19/standings.html 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: Friday, November 13, 2015 2:52 AM Subject: Re: [Computer-go] CGOS again Hi Hiroshi, Thanks a lot for running CGOS! I have just connected Crazy Stone. It is running on one core of my web server: Intel(R) Atom(TM) CPU N2800 @ 1.86GHz I plan to let it play forever. I noticed the game gets blocked for a long time when Aya resigns. I suppose that may be on purpose. Rémi On 11/10/2015 02:11 PM, Hiroshi Yamashita wrote: Hi, I have started CGOS on my VPS(Virtual Private Server). 19x19 and 9x9 are running. In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. I'll keep it running for a while. 13x13 is running on original server. time serverportkomi 9x9 5 minutesyss-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 Yamashita ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Thank you so much for running this! -Josh On Thu, Nov 12, 2015 at 5:48 PM, Hiroshi Yamashita wrote: > Hi Remi, > >> I plan to let it play forever. > > > That's awesome! > Strong program is nice benchmark and motivation for others > (of cource including me). > >> I noticed the game gets blocked for a long time when Aya resigns. > > > Yes, when Aya783a_50 resigns, it waits about 3 minutes in 9x9. And it > waits 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: "Rémi Coulom" > To: > Sent: Friday, November 13, 2015 2:52 AM > Subject: Re: [Computer-go] CGOS again > > >> Hi Hiroshi, >> >> Thanks a lot for running CGOS! >> >> I have just connected Crazy Stone. It is running on one core of my web >> server: >> Intel(R) Atom(TM) CPU N2800 @ 1.86GHz >> I plan to let it play forever. >> >> I noticed the game gets blocked for a long time when Aya resigns. I >> suppose that may be on purpose. >> >> Rémi > > > ___ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi Remi, I plan to let it play forever. That's awesome! Strong program is nice benchmark and motivation for others (of cource including me). I noticed the game gets blocked for a long time when Aya resigns. Yes, when Aya783a_50 resigns, it waits about 3 minutes in 9x9. And it waits 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: "Rémi Coulom" To: Sent: Friday, November 13, 2015 2:52 AM Subject: Re: [Computer-go] CGOS again Hi Hiroshi, Thanks a lot for running CGOS! I have just connected Crazy Stone. It is running on one core of my web server: Intel(R) Atom(TM) CPU N2800 @ 1.86GHz I plan to let it play forever. I noticed the game gets blocked for a long time when Aya resigns. I suppose that may be on purpose. Rémi ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Hi Hiroshi, Thanks a lot for running CGOS! I have just connected Crazy Stone. It is running on one core of my web server: Intel(R) Atom(TM) CPU N2800 @ 1.86GHz I plan to let it play forever. I noticed the game gets blocked for a long time when Aya resigns. I suppose that may be on purpose. Rémi On 11/10/2015 02:11 PM, Hiroshi Yamashita wrote: Hi, I have started CGOS on my VPS(Virtual Private Server). 19x19 and 9x9 are running. In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. I'll keep it running for a while. 13x13 is running on original server. time serverportkomi 9x9 5 minutesyss-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 Yamashita ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
Very cool, thank you! I will see if I can start running my bot on there soon. Urban On Tue, Nov 10, 2015 at 2:11 PM, Hiroshi Yamashita wrote: > Hi, > > I have started CGOS on my VPS(Virtual Private Server). > 19x19 and 9x9 are running. > In 9x9, komi is 7.0. Draw is 0.5 win in rating calc. > I'll keep it running for a while. > 13x13 is running on original server. > > time serverportkomi > 9x9 5 minutesyss-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 Yamashita > > ___ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go -- Blog: http://bettong.net/ Twitter: https://twitter.com/ujh Homepage: http://www.urbanhafner.com/ ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go
Re: [Computer-go] CGOS again
-BEGIN PGP SIGNED MESSAGE- Hash: SHA1 Thanks a lot, mine did not run stable, hope you have more luck! I think I had to little RAM (128MB) Detlef Am 10.11.2015 um 14:11 schrieb Hiroshi Yamashita: > Hi, > > I have started CGOS on my VPS(Virtual Private Server). 19x19 and > 9x9 are running. In 9x9, komi is 7.0. Draw is 0.5 win in rating > calc. I'll keep it running for a while. 13x13 is running on > original server. > > time serverportkomi 9x9 5 minutes > yss-aya.com 68097.0 19x19 15 minutes > yss-aya.com 68197.5 13x13 10 minutescgos.boardspace.net > 6813 7.5 > > 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 Yamashita > > ___ Computer-go > mailing list Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go > -BEGIN PGP SIGNATURE- Version: GnuPG v2.0.22 (GNU/Linux) iQIcBAEBAgAGBQJWQfGTAAoJEInWdHg+Znf4WcEP/i0DDbfaFLYeChvDTuCZrcnV UanfUVgupxizi0rNf8Tpbn+7ZuhA1nP/4Vpf7w8brgtrhH/GxbxymmOGDzrKCBgD bFiS2FOyJaqkGKmzvs79qRUi5c7bsEEdnBm2RHxgDdBIrMNLPyLz7yJPSIZIYUf7 VpgzVs7E44uA1RA2Nlh2wlAj81AmaIDEm3Zx4E2b5nZ3864M7UbqNzIl7GtePGw+ k/Uwt7ezrPkIoBma+7enHz/6b1yH0jhjoApFE4JbUktA0tsrhE24x2vSGSKWlUj7 Yibt0VsaGDINZ8Qcq8VhAxfk81SRqzSBTtnlwAUzZ1xGnzgJGBiUg5voNReRHr+C eY+B+lp+n3zcKC5ZhUe1J3Nxg775I/pwXiTmUGRX95uMTOkaU3NkpxEBIiKzDoCA jImCNFXqgrYBxE5byDvluCrggpWz7YdhCUGFCzccL7LM1roajo/g1PyyTLoKLwVp IvQyu/mC/HTfb8QnAOOCXYegOOOHABdjdWeX70l1kH+g+o2g+kFUpi/K7Y+tKl1P BxSBBMtXgJaLNFH1bJff1u072Zw/ktpUzJjR/bAFkFDH/3Uu339yC0QRuJzOr80K VMd0G1YrJT1ShgqW5QUdDJXIJi62LGY5ERaY8/KihGbR8nmSUhXOel2YZ4HcWtcF CRBsuJV8LebVzHmQZJ66 =uFhn -END PGP SIGNATURE- ___ Computer-go mailing list Computer-go@computer-go.org http://computer-go.org/mailman/listinfo/computer-go