LeelaZero adventures on Fox

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Bill Spight
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Re: LeelaZero adventures on Fox

Post by Bill Spight »

Mike Novack wrote:It is am interesting property of neural nets that prior (even damaged prior) training affects subsequent learning/(re)learning.

The open question is what WOULD constitute "ladder training". And at what stage of zero training should the zero training be interrupted for a course of "ladder training"
My thinking, which is hardly original, going back decades, is adversarial training instead of or in addition to self play training. If LZa is weak on ladders, its adversary, LZb, could learn to set up ladders that LZa misevaluates.

Edit: Also, go requires a number of skills. Go AI of the future may have different modules for different skills. While in theory neural networks can learn all about ladders, given infinite time, it may be more efficient to have a module that reads ladders, probably among other things.
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Re: LeelaZero adventures on Fox

Post by Uberdude »

@johnsmith
Thanks for the link, I'll check it out.

So I got to 9d, and it's a lot tougher to win there, but that's because lots of the other 9ds are bots too! I just lost 3 games in a row by half a point using #188 on my 1060 GPU (pretty sure at least 2 of those were using bots, many moves matched LZ's, plus game chat). As LZ uses 7.5 komi and Fox uses 6.5 I thought there might be some instance where LZ as white thinks it's going to win to win but actually loses but it's not happened yet (also LZ black in that situation might throw away an extra point if it thought it was going to lose anyway under 7.5 komi which actually turns a 6.5 komi win into a loss). I beat one clearly human 9d fairly smoothly.
leelazero7 [9D]: Hello! Pleased to meet you.
GCTY [9D]: Hello! Pleased to meet you.
leelazero7 [9D]: I am LeelaZero #188 on GTX 1060
GCTY [9D]: ?
leelazero7 [9D]: 我是电脑玩家 = I am a computer player
GCTY [9D]: 喔,我人机结合 = Hey, my man and machine combine
leelazero7 [9D]: 你也是电脑玩家?= Are you also a computer player?
GCTY [9D]: 看情况,有时牵狗、有时纯人、有时人机结合,多种玩法 = Look at the situation, sometimes holding dogs [dog is Chinese slang for AI] , sometimes pure people, sometimes man-machine combination, multiple gameplay
Here's the game and winrate from the game with GCTY. My LZ did think it was winning at some points but I think that's just a poor evaluation missing opp's best replies because when he played good unexpected moves like s12 instead of s13 the winrate dropped. Also my LZ didn't expected 130 but thought black could sacrifice the s15 stones and get a squeeze including capturing r11 for a little profit and thickness, but white prevented that and kept r11 alive. Move 96 L13 was an LZ move he played super quickly which I'd be really impressed with a human to find independently.


3rd half point loss winrate.PNG
3rd half point loss winrate.PNG (148.1 KiB) Viewed 19411 times
To me playing with computer assistance, unless up-front about it (hence my username and message at game start), is cheating, but maybe it's normal on Fox (or maybe their Chinese username reveals that they use AI but I can't read it), plus so far they do admit it when asked with my broken Chinese from google translate. <insert controversial statement about cheating being more acceptable in Chinese culture>. Can anyone translate this from their user info page?
chinese name.PNG
chinese name.PNG (13.44 KiB) Viewed 19411 times
jpn crop.png
jpn crop.png (2.68 KiB) Viewed 19411 times
This game my LZ didn't see the s2 tesuji (just expected p3 which is the normal shape in the corner, but that usually doesn't have white already cutting and turning at s9), which is a really sharp move exploiting a shortage of liberties with the s5 cut, but once played the winrate collapsed and it never recovered. My LZ did manage to make a nice centre wall in exchange for all the death, but his reduction was excellent (and mostly as my LZ 188 expected).
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Re: LeelaZero adventures on Fox

Post by sporeyang »

I'd like to help with the Chinese information issue.
Uberdude wrote:
chinese name.PNG
The message is interesting. It's the second half of a Chinese ancient poetry.
You may know "绝艺(Fine Art)". The name "Fine Art" is derived from the first half of the same poetry.

About the username "石庚" seems to be a normal name. After a little search, I found a website of someone says that his nickname and Fox id is 石庚. He said he is an amateur 5 dan and a private tutor of go.
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Re: LeelaZero adventures on Fox

Post by John Fairbairn »

To me playing with computer assistance, unless up-front about it (hence my username and message at game start), is cheating, but maybe it's normal on Fox (or maybe their Chinese username reveals that they use AI but I can't read it), plus so far they do admit it when asked with my broken Chinese from google translate. <insert controversial statement about cheating being more acceptable in Chinese culture>.
As a sidelight on the above, I read the following in connection with Game 2 of the current World Chess Championship here in London.
...in Baguio City the two players reached the position after White's 10th move three times, with Karpov always Black. The champ played 10...Be7 twice and drew, but once played 10...Re8 with a fantastic knight sac that wasn't merely Tal-like. It was from the actual Mikhail Tal (Karpov's second)!

Carlsen said he saw a "very clear parallel" between his situation and Korchnoi's shock... In fact, the generational difference worried him even more; he explained that his predicament could be even more dire since the weaponry was surely made partly of computer silicon and not just human ingenuity.
So, Carlsen was caught unawares by a move that was apparently the result of home preparation using a computer (which has long been normal in chess, of course). Is that cheating? I don't recall hearing anyone say it is.

But if it is, what's different about that and a player using a human second (Tal here, i.e. world champion level, a bit more than just an assistant trawling through chess literature for new moves; and, as such, it seems rather more than, say, an athlete/coach relationship to me)? I don't think anyone said that was cheating either.

It may be that those who think its cheating (in either case) have left chess in disgust and so we never hear their views on chess forums. But there its seems accepted as normal.

I'd be disinclined to believe that cheating is regarded as more acceptable by Chinese people in general, but (as with Karpov + Tal) I'd be inclined to believe that the state (any state, or people believing they are acting in the interests of the state) would be willing in certain cases to, shall we say, bend the rules as far as they will go. Go pros maybe should expect in future to "live in interesting times," to subvert the Chinese saying - but maybe they even want to, like chess players.
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Re: LeelaZero adventures on Fox

Post by Tryss »

@John : he's not talking about using a computer to prepare before the game, but using a computer during the game.
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Re: LeelaZero adventures on Fox

Post by John Fairbairn »

@John : he's not talking about using a computer to prepare before the game, but using a computer during the game.
If you mean Carlsen by "he" (as opposed to uberdude), I can't agree, unless there's part of the press conference I missed. It's obvious this shocking move (which was known to Carlsen, and Caruana's side would know that) was resurrected after computer research, which is why Carlsen felt terrified.

If you mean uberdude, yes but it's only a matter of time before computer preparation becomes common-place in go (it's happening already but is not reliable enough yet to be common-place). And once that happens, I'd expect online cheating during games to become the norm (I gather that in chess you can assume your opponent has either prepared something on the computer or is using one live, so the only defence is seen to be to use a computer during the game yourself. Then the question is: is self-preservation a heinous or an excusable form of cheating?)

It's a good topic for an ethics course.
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Re: LeelaZero adventures on Fox

Post by dfan »

As a chess player who has been used to this stuff for 20 years it's a little odd to me to see the use of computers during games and the use of computers between games be compared as lying on some sort of continuum. In chess, the rules have always been:
  • Using a computer during a game = 100% cheating, unless it's a correspondence server where it is explicitly allowed. (And yes, this sort of cheating is indeed rampant online and continually being actively combated by the servers.)
  • Using a computer between games to analyze openings and come up with new ideas = 100% acceptable.
In chess you can assume your opponent has either prepared something on the computer or is using one live, so the only defence is seen to be to use a computer during the game yourself.
In chess you assume your opponent has prepared something with the aid of a computer (at the very least to double-check their own ideas), and your defense is to play well (and look at likely lines in advance).

Chess is not generally so fragile a game that one unexpected opening move coming out of nowhere decides the course of the game.
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Re: LeelaZero adventures on Fox

Post by Aidoneus »

I started playing postal correspondence chess in the 1960s, mainly owing to lack of strong players in my region. When computer services, like AOL, Genie, etc., arrived I played there. Finally, after the internet became available, I joined the Internation E-mail Chess Club, where I reached a rating of 2296 before I quit more than a dozen years ago. Why did I quit, you ask? It felt more and more as though I was playing against computers, based on the "style" of play -- and perhaps a modicum of paranoia. For me, at least, computers ruined correspondence chess. Their prevalence also contributes to my reluctance to take up correspondence Go. But then I need an excuse to get out of the house after being married more than 25 years... ,-)
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Re: LeelaZero adventures on Fox

Post by abcd_z »

Uberdude wrote:I just lost 3 games in a row by half a point using #188 on my 1060 GPU (pretty sure at least 2 of those were using bots, many moves matched LZ's, plus game chat). As LZ uses 7.5 komi and Fox uses 6.5 I thought there might be some instance where LZ as white thinks it's going to win to win but actually loses but it's not happened yet (also LZ black in that situation might throw away an extra point if it thought it was going to lose anyway under 7.5 komi which actually turns a 6.5 komi win into a loss).
You might try alreadydone's fork of leela that uses a hack to approximate dynamic komi. LZ is trained on two komi values: 7.5 and -7.5 (for the opponent), so alreadydone's fork just interpolates between and extrapolates from those two values. However, it relies on the winrate increasing monotonically with komi, which doesn't happen in all LZ networks. In other words, some LZ networks are better than others for this purpose.

From the readme:
How would I use the engine to play games with 6.5 komi as white (e.g. on Fox) or other values?

You may be tempted to use --target-komi 6.5, but due to inaccuracy of winrates under komi values other than +/-7.5, it's safer to set --target-komi 3, for example.
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Re: LeelaZero adventures on Fox

Post by topazg »

John Fairbairn wrote:If you mean uberdude, yes but it's only a matter of time before computer preparation becomes common-place in go (it's happening already but is not reliable enough yet to be common-place). And once that happens, I'd expect online cheating during games to become the norm (I gather that in chess you can assume your opponent has either prepared something on the computer or is using one live, so the only defence is seen to be to use a computer during the game yourself. Then the question is: is self-preservation a heinous or an excusable form of cheating?)

It's a good topic for an ethics course.
This is an interesting issue. Having played OTB and correspondence chess a fair bit, although never at a very high level, there are some parallels and there are some differences between the situations. In OTB chess, it's been generally considered that any form of assistance of any kind during the game by a book, computer, or anything else, is unacceptable. I understand that when chess title matches went overnight though it was considered acceptable to discuss the position with seconds (I suppose if it's a world championship, the theory is that the second shouldn't be a fundamentally stronger player anyway), but that was pretty much the extent of acceptable external influence. Outside the game I've never heard of complaints from using chess opening databases or using engines to test new ideas on existing theory. This is sort of considered to be "how everyone does it", and almost all the opening novelties these days come from players (or their seconds) coming up with a novel idea with practical appeal, and testing it out on engines until they find lines they're happy with, which then subsequently get memorised. There is certainly no acceptability for using engines in the game itself once the players sit down.

In correspondence chess, it was a bit looser. It was equally strongly frowned upon to use engines in game (and most correspondence sites will perma-ban a player caught doing it - a lot explicitly disallow their use even if advertised specifically as an engine player). The only difference is people would expect opening databases to be used quite extensively during the game, which gives a lot of very high level grand master games to analyse and draw from .... but doesn't give the insights of a "player" several hundred ELO stronger as the lines are playing out. I had a good experience with a certain Italian correspondence grand master in the early 2000's who was very keen on playing computer engines in correspondence chess. He was very successful at finding their weak points in analysis and creating positions they'd misplay, and seemed to thrive on the challenge. Of course, chess engines now are about 1000 ELO stronger than they were then, and I suspect it's not something that's really possible now, but other than him most other players seemed to find the idea of playing engines either just uninteresting or outright dirty.

In Go, I find it interesting that there was no objection (other than it making the player weaker) to a certain teammate using a joseki book in the children tournaments in Hikaru No Go. The equivalent in chess would definitely be disallowed. The whole idea of bots being simply superior to humans at Go is such a novel issue that I suspect the ethics side of it hasn't caught up with reality yet. I have no idea if there are cultural tendencies towards finding it "acceptable if explicitly declared", acceptable full stop (outside of issues where clearly someone is sandbagging by playing as themselves normally and then turning the bot on now and again just to destroy their opponent), or unacceptable. I would assume tournaments and serious play will have to be cautious of the possibility (maybe even to the point where devices to record the game on are banned, as it will be relatively easy to set up a private web server to suggest moves to you instead of just being innocently entering your game as you play), but otherwise I suspect the only people encountering the issue will be at the very, very top end of play.

ADDENDUM: Actually, one thing that interested me in the discussion between Andrew and the 9d who clearly admitted to using a bot. There is a side discipline in chess that has seen very little attention called Centaur chess (actually, now called Advanced chess I believe). It's quite possible with Alpha Zero and other neural network developments in chess that such a setup will cease to exist as AI becomes simply far too strong for humans to even help with, but the idea of centaur chess was a hybrid team, where the strong players would deliberately guide the engine into lines where it would thrive. People would develop opening books purely for their choice of engine to get positions that it was extremely strong in against other engine players in complicated tactical situations, and often had a strong titled player to help pick choices that a computer engine was less likely to misplay. For a while there were some very interesting hybrid tournaments held, but as of about 2-3 years ago (and pre alpha zero) the popularity was declining as pure engine play was becoming so strong that it was beating even GM/engine teams.

I do somewhat wonder if the comments in the 9d game imply that at the moment there is some real possibility for professional strength players and engines to form an interesting hybrid team. I would be very interested Andrew, if you did a best of 21 or something against that guy, whether the match result would be close or not.
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Re: LeelaZero adventures on Fox

Post by Uberdude »

sporeyang wrote:I'd like to help with the Chinese information issue.
Uberdude wrote:
chinese name.PNG
The message is interesting. It's the second half of a Chinese ancient poetry.
You may know "绝艺(Fine Art)". The name "Fine Art" is derived from the first half of the same poetry.

About the username "石庚" seems to be a normal name. After a little search, I found a website of someone says that his nickname and Fox id is 石庚. He said he is an amateur 5 dan and a private tutor of go.
Thanks for the detective work. I know Chinese 5d can be really strong, but I'm doubtful that white play was without AI assistance. Compared to when I review games of top pros with LZ, he had more matching moves of the stand-out "wow, cool bot move" type. I could well believe a top Chinese 5d could find any individual one of these, but so many together seems unlikely.
- s2 my LZ didn't find, can believe strong human finds it too.
- rest of that fight was almost one-way-street, though r11 was a decision point (s11 q10 other choices) and my LZ picked r11 too.
- d18 was LZ's choice with other choices b16 or f16 but all fairly normal so no biggie.
- e19 was a human move, my LZ wanted sharp q17
- p13 honte was a move my LZ kept flipping between other choices and reanalysing now doesn't like; if I was playing centaur style I would probably omit it and play out the q9 etc sente squeeze to stop LZ wasting playouts on wanting to play sente moves so it can devote full resources to thinking about important things on upper side (hmmm, is the observed bot habit of playing early sente moves which waste ko threats the bot itself learning this way of making it play stronger overall! :scratch: ).
- l17 wedge was LZ's exact spot, it's a 3rd line wedge around the middle so not that suspicious if just 1.
- p17 armpit hit LZ #1, classic bot move, that is gradually becoming more of human go vocabulary but fairly suspicious for a Chinese 5d to find it in 20 seconds IMO
- next few moves same as LZ but fairly natural flow for a strong player
- s17 very nice move LZ found, yeah a strong ama could on a good day, but this is a very good day! suspicious.
- g10 reduction exact same spot as LZ (and Elfv1), very suspicious.
- f12 same as LZ, other choices were going in below my left side stone, but plausible to pick this one
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Re: LeelaZero adventures on Fox

Post by Uberdude »

topazg wrote: I do somewhat wonder if the comments in the 9d game imply that at the moment there is some real possibility for professional strength players and engines to form an interesting hybrid team. I would be very interested Andrew, if you did a best of 21 or something against that guy, whether the match result would be close or not.
I think I would lose badly. I'm 6 losses in a row now at 9d. The last but one opponent did a few early LZ matching tell-tale moves in a row so I switched to Elfv1 to see if it could do any better but it couldn't. Are their better moves coming from the strong human operator, or their more powerful computer (or better network, things like LZ-Master or PhoenixGo)? Maybe a bit of both, but given my LZ has found some of these good moves that it didn't see in the game when I've given it more time afterwards my guess is it's mostly the latter. Let's see if LZ 0.16 speed boost can help...

@abcd_z My LZ has thought it was losing all these 6 games it lost and was black in 5 (as white losing bigger than half point after an unexpected good move from opp leading to dramatic trade so I resigned). Maybe I'll get lucky with a bot opponent playing white who thinks it's winning by half but then I actually win with the Fox 6.5 komi, but not happened yet*...

* But I just saw it happen to Elf on WBaduk vs "takabayama 7p", presumably Takabayashi Masahiro (http://www.nihonkiin.or.jp/player/htm/ki000179.htm), Elf as white played an unnecessary defensive move inside its territory as the final move of the game (under Elf's assumed 7.5 komi chinese rules would still win playing it) and then lost by half a point according to the server. That's the kind of artificial stupidity a centaur could avoid :lol:
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Re: LeelaZero adventures on Fox

Post by Uberdude »

Finally played a human 9d (1061 win, 872 loss) and LZ won in a much more expected manner: winrate steadily climbing in opening with nearly every move of his being slight mistake to 74% at move 46 which was a ladder atari which currently worked, he plays ladder breaker (shoulder hit LZ expected: it's a good move globally even if there weren't a ladder), LZ doesn't realise and answers locally (net ladder stone answer at f11 was slightly considered at -7% so still winning big so if I was playing centaur I'd play that 7th choice move), subsequent fighting you can see LZ trying to create a ladder-making move in sente but with the ~2k playouts in 20 secs I get there is quite some time wasted each move re-reading the ladder (after every exchange it's "Oh, maybe this atari captures these stone, read-read, oh no it doesn't) so with a slightly less powerful GPU / faster game it'd do the dumb ladder ataris. Also because its instinct is to think black can capture with atari, as white it thinks it needs to extend there to prevent that, so initially thinks moves like k15 cut are better than they really are as it expects white to d12 nobi and allow black to capture 2 stones with m16, but of course human white who understands ladders won't allow that. Once the ladder is clearly gone by move 67 LZ lost its advantage and is back to even at 47%, but then quickly re-establishes a lead by ruthlessly taking advantage of a Fox 9d's mistakes:
- q12 was too thin: o12 cut was easy for me to see but r11 was a very nice move making miai (if white answers r12 q11 r14 then black loosely surrounds at o8 and semeai seems to favour black). Should m10 honte first and black needs to defend right, then e12 honte, black defends g14, d11.
- pulling out at h15 was some bad aji I also wondered about, LZ demonstrates great tesuji at f13. It must have seen this line earlier which made h16 a valid net.
- h14 should capture once, then the trade ends with a white gote at h11 then j9 is more efficient than at h10.
- wants s15 sente yose before h10
- black is 90% when blocks s16 reverse sente. I was intrigued it thought this better than a move like L4 on lower side, would a top pro have the same thinking?
- o4 at p4 was sharper, it's the kind of move I think a real human 9d can find and can miss, but the bot 9ds I play never miss the sharp local move like this.
- move 114 was another mistake where LZ quickly saw shortage of liberties tesuji.


9d human ladder recover.PNG
9d human ladder recover.PNG (160 KiB) Viewed 22720 times
And another similar win vs Japanese 400W 262L 9d, same ladder mistake in that double approach joseki, but then mistake recovered in fighting soon after, and 90% by move 100.
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Re: LeelaZero adventures on Fox

Post by Uberdude »

2 undeserved wins today against maybe bots: first was fairly close according to my LZ, then losing a bit from unexpected good move in middlegame and shortly after opponent ran out of time; second my LZ thought it gained a few percent to start, in a direction decision middle-game position most playouts move was something like 54% at 3k, promising 2nd choice was 56% but I only had time to get it to 1.5k (and % stayed higher) and played that move, but then some moves later opp played a good unexpected move (so maybe my fault as if I'd gone LZ's #1 move the fighting would have gone different direction and that blindspot not mattered) and I was losing, but then opp critical misclicked (in place he was probably expecting me to peep but I didn't, maybe getting his Fox and bot boards mixed up?) and let his time run out to resign.
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Re: LeelaZero adventures on Fox

Post by Uberdude »

Had a nice game and a chat about bots with a Chinese 9d with Clint Eastwood avatar called 猪猪学棋1 today, lost by 0.5. Game was 40s 5 times so usually about 5k+ playouts per move (but less when he did unexpected moves). Pretty close throughout, LZ had some weak groups to attack but he managed to settle them skillfully. Going into endgame LZ thought it was winning a bit but then it flipped, one of the Chinese kibitzers mentioned k10 (in Fox coordinates with i, L10 below) which was a point where he'd just played an unexpected move and I played L10 as move with most playouts (about 3k), whilst the 2nd choice at about 1.8k and around 1% higher winrate was j10 so maybe that was indeed a better move and preserved what I guess was a half point black lead at that point (I shoulda spent an overtime on it).


clint winrate.PNG
clint winrate.PNG (230.97 KiB) Viewed 22463 times
Chat:
Game start
leelazero7 [9D]: Hello! Pleased to meet you.
猪猪学棋1 [9D]: Hello! Pleased to meet you.
猪猪学棋1 [9D]: 1060带188似乎有些吃力 = 1060 with 188 seems to be a little hard
leelazero7 [9D]: 对我来说很难或对你很难?= Is it difficult for me or difficult for you?
猪猪学棋1 [9D]: 看你的自我介绍似乎是1060?= See your self-introduction seems to be 1060?
leelazero7 [9D]: 是 = Yes
猪猪学棋1 [9D]: 建议你用elfv1 = I suggest you use elfv1
leelazero7 [9D]: 上一场比赛我使用了Elfv1但我输了 = I used Elfv1 in the last game but I lost
猪猪学棋1 [9D]: 是引擎的事儿 = It is the engine thing
猪猪学棋1 [9D]: 换个引擎 = Changing the engine
leelazero7 [9D]: 你是电脑还是人?= Are you a computer or a person?
猪猪学棋1 [9D]: 40B,除非是双路1080TI以上配置,否则后半盘会突然崩溃 = 40B, unless it is a dual 1080TI configuration, the second half will suddenly collapse
猪猪学棋1 [9D]: 人啊 = people
猪猪学棋1 [9D]: 我是看你的介绍才跟你说这些 = I am watching your introduction before telling you these
leelazero7 [9D]: 我明白了,谢谢。 我正在测试LeelaZero在中等功率GPU上的表现。 = I understand, thank you. I am testing LeelaZero's performance on a medium power GPU.
猪猪学棋1 [9D]: 不客气 = You are welcome
猪猪学棋1 [9D]: 测试感觉如何 = How does the test feel?
猪猪学棋1 [9D]: 我要坏菜 = I want bad food [this was said at time of top side fighting, I think he means he wanted to capture stones that weren't good idea to capture, causing indigestion]
猪猪学棋1 [9D]: 1898这么厉害 = 188 is so powerful
猪猪学棋1 [9D]: 188
猪猪学棋1 [9D]: 你59手如果长,我很难办 = If you are 59 hands [seconds? was 40 s not 60s game] long, I am very difficult to do.
leelazero7 [9D]: 188可以轻松击败9d,但对其他人输得很差。 我觉得有些Fox 9d也使用电脑。 梯子也有一些问题。= 188 can easily beat some 9d, but loses badly to others. I think some Fox 9d also use a computer. Ladders also have some problems.
猪猪学棋1 [9D]: 嗯 = well
猪猪学棋1 [9D]: 我觉得还是显卡的事儿 = I think it is still a matter of graphics
猪猪学棋1 [9D]: 我用1080TI跑188,测试芈氏飞刀等职业比赛棋谱效果很差 = I used 1080 to run 188, test the performance of the professional game of the knives and so on.
庚石 [9D]: NO 189
庚石 [9D]: No.189
猪猪学棋1 [9D]: 188不行,189我直接不用了 = 188 can't, 189 I don't need it anymore
猪猪学棋1 [9D]: 我的1080TI太弱 = My 1080TI is too weak
猪猪学棋1 [9D]: 小马拉大车= Small Marathon
庚石 [9D]: 权重适用于低po = Weights apply to low po
庚石 [9D]: 你现在用章鱼?= Do you use octopus now?
猪猪学棋1 [9D]: 我一直赢elfv1 = I have always won elfv1
猪猪学棋1 [9D]: 用 = used
庚石 [9D]: 哦,有用非官方引擎没?= Oh, is it useful for unofficial engines?
猪猪学棋1 [9D]: 个人感觉比较靠谱 = Personal feeling is more reliable
猪猪学棋1 [9D]: 灵魂跑到8段视察工作啦 = The soul ran to the 8th inspection work.
猪猪学棋1 [9D]: 石头你有好引擎推荐?= : Do you have a good engine recommendation?
庚石 [9D]: 我用的批处理引擎,可以调整参数 = I use a batch engine that can adjust parameters
猪猪学棋1 [9D]: 我是普通的 = I am ordinary
庚石 [9D]: 但是不知道怎么调整适合不同的权重,现在是测试 = But I don't know how to adjust to different weights, now is the test
猪猪学棋1 [9D]: 你什么配置 = What configuration do you have?
庚石 [9D]: 执黑和白配不同 = Black and white are different
猪猪学棋1 [9D]: 有道理 = It makes sense
猪猪学棋1 [9D]: 有的擅长白有的反之 = Some are good at white and vice versa
庚石 [9D]: 我比你差点,gtx1080,不过我用批处理引擎跑40b能到350速度 = I am almost than you, gtx1080, but I use the batch engine to run 40b to 350 speed
猪猪学棋1 [9D]: 石头有空多交流
庚石 [9D]: 引擎可以设定批处理量
庚石 [9D]: 可以设定偏心率和概率优先或者胜率优先
庚石 [9D]: 我那个引擎应该是章鱼的引擎
庚石 [9D]: 可以自己配置参数
猪猪学棋1 [9D]: 能带动189就很好
猪猪学棋1 [9D]: 我也试试
庚石 [9D]: 你跑40b速度区间是多少N?
猪猪学棋1 [9D]: 没注意
猪猪学棋1 [9D]: 很少用
庚石 [9D]: 你现在用0.16?
猪猪学棋1 [9D]: 0.15
猪猪学棋1 [9D]: 都是最原始的武器
庚石 [9D]: 你咋不更新到0.16?
超辽 [1D]: 鸡都死了,哎
猪猪学棋1 [9D]: 用惯了
庚石 [9D]: 0.16速度提高20%
猪猪学棋1 [9D]: 下完棋研究研究
庚石 [9D]: 你要不会输给我因该也不会输给他
庚石 [9D]: 擦在做眼?
庚石 [9D]: 粘
庚石 [9D]: 这位有点疯
猪猪学棋1 [9D]: 光聊天去了,少交换了个次序
庚石 [9D]: 博士也来观战了
猪猪学棋1 [9D]: 他很厉害,我下不过他
庚石 [9D]: 虎鲸?
庚石 [9D]: 2×1080ti
猪猪学棋1 [9D]: 嗯
庚石 [9D]: 我有个老表用2×2080ti
猪猪学棋1 [9D]: 对我来说一个就够了
庚石 [9D]: 你设定的几秒一步?
猪猪学棋1 [9D]: 我自己下,不设定时间
庚石 [9D]: 自己下的?
*** Pro games - [36 Room] 曲子 [9D] VS 逍遥无梦 [9D]Betting game [3. period] started ***
猪猪学棋1 [9D]: 对啊
*** Pro games - [109 Room] 美国大总统 [9D] VS 陳首廉 [1P]Betting game [3. period] started ***
猪猪学棋1 [9D]: 让电脑下多没意思
庚石 [9D]: 是人机合一吧
猪猪学棋1 [9D]: 是的
猪猪学棋1 [9D]: 他相当于我的参谋
庚石 [9D]: 那你elf几秒一步?
庚石 [9D]: 居然落后了
庚石 [9D]: k10
猪猪学棋1 [9D]: 很细
庚石 [9D]: E7
庚石 [9D]: 最大了
67890zxc [2D]: 白为什么不在左下角断、
庚石 [9D]: 接
67890zxc [2D]: 金鸡独立
灵魂寄宿地 [8D]: 两位都是高手啊~
庚石 [9D]: 居然shule
'2657 -Match' '猪猪学棋1' requests automatic counting, accept?
灵魂寄宿地 [8D]: 黑收后
‘猪猪学棋1’ W+ 0.5 ‘leelazero7’
2657号对局室胜者: 猪猪学棋1 败者: leelazero7.
支持结果:总损失78,746狐币
第1区间损失 78,746狐币

胜者猪猪学棋1获得活动分数3136分,负者leelazero7获得活动分数1000分,在月人气排行榜中可查看目前的名次
leelazero7 [9D]: You play your cards too well!
leelazero7 [9D]: Thanks
猪猪学棋1 [9D]: Let's play again.
leelazero7 [9D]: 对不起,我需要去上班。 很高兴见到你
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