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Crazy Stone Deep Learning first impressions
Posted: Mon May 16, 2016 6:49 pm
by dfan
This is the first Go engine I've used, so I don't know if any of the features I am calling out are standard or are unique to Crazy Stone.
It ran perfectly fine on Windows 7 inside Parallels on my MacBook Pro (quad-core 2.8Ghz i7). Phew!
The UI is a weird combination of slick and clunky (e.g., ugly fonts), but it gets the job done.
I use chess engines all the time to analyze my play, as I don't have a teacher, and they are invaluable for catching my mistakes, both tactical and strategical. I was hoping that the new Crazy Stone would provide a similar function for go. (Of course there are dozens of people here happy to give feedback on games, but I don't want to overuse their good will!) Initial impressions are that it very much can. I fed it a recent game of mine, had it analyze for 10 minutes, and it gave me some important insights I hadn't seen in my own review (mostly having to do with sacrificing stones).
I played a couple of quick games at the 5 kyu level. In both cases I had a comfortable opening lead, got lazy, got tricked tactically in a big life and death situation, and lost. I learned plenty from going over the ensuing analyses, so that's great. I did feel that it didn't play a lot like a 5 kyu human - lots and lots of pushing over and over, very little tenuki. This was just two games though. If I have to play people (or Crazy Stone on a higher level) to get more interesting fuseki, that's okay. On the other hand, in one game it "misread" a relatively straightforward life and death issue in a human sort of way, and so did I; in the analysis it was happy to point out what it "missed". (Scare quotes are all because of course it would have gotten it right running at full strength.)
The process of analysis was slightly awkward. I might have missed something in the UI, but I couldn't seem to get it into a mode where I could just make moves on the board and have the computer's opinion constantly update. If I made a branch of the game tree, I would be put back in game-playing mode, where I could ask for a hint but not see the engine's current analysis. Once I made a move, I could see what it thought of it, though.
Anyway, I'm quite happy with it so far. I think that having a strong player always around to point out my worst mistakes within minutes is really going to help tighten the feedback loop of learning. Of course, at my level, I'm not in a position to assess its true strength.
Re: Crazy Stone Deep Learning first impressions
Posted: Mon May 16, 2016 8:05 pm
by LokBuddha
I'm a bit rusty but I am 6d almost 7d on wbaduk. I played poorly in this game, no reading at all, and miraculously lucky win?
Enjoy the blood bath.
Re: Crazy Stone Deep Learning first impressions
Posted: Mon May 16, 2016 11:51 pm
by Cassandra
dfan wrote:The process of analysis was slightly awkward. I might have missed something in the UI, but I couldn't seem to get it into a mode where I could just make moves on the board and have the computer's opinion constantly update. If I made a branch of the game tree, I would be put back in game-playing mode, where I could ask for a hint but not see the engine's current analysis. Once I made a move, I could see what it thought of it, though.
Yes, indeed, the process(es) of analysis are a bit awkward. And you did not miss anything in the UI.
I would like to suppose that Unbalance still put their main emphasis on "playing", and not on "analysing". Hopefully this will change in the future, when it might become easier to add some additional features for analysis than to add decisively to the playing strength of the programm.
+ + + + + + + + + +
But let's come back to your experience.
"Analyse Current Game" is as long in a "continuous mode", as you browse through already EXISTING moves in the SGF. It does not matter whether you are in the main line, or change to a sub-variation that is availably through the move window at the lower left. CS still goes on in "analysis mode".
Please note that the results of the playouts are buffered and used in / transfered to the analysis of the next move. This might lead to a "Move List", where (the next) move #1 (in a series of moves) already has about 100.000 playouts, but all other moves from #2 on are in a range about several 100 playouts.
If you want to get a better idea of which alternative moves CS had "thought about", simply go back to the last move before your move of interest. Analysis will start from Zero again, and usually you will see several moves with a noteworthy amount of playouts at the top of the "Move List".
* * * * *
However, once you wanted to try out a variation (= added a NEW move to the SGF), CS seems to go back to "playing mode".
In this case, if you want to further study a variation, with following CS's suggestions for its "favourite moves", you might first click the moves that are shown as #1 in the "Move List" (after having started "Analyse Current Game", and waited some time until you reach a suitable amount of playouts for the first #1 shown), as long as the number of playouts shown makes sense (it will decrease continuously).
I think that this will show you something similar than CS's supposed main line for this sub-variation.
When you then go back to the sub-variation's root thereafter, you can start "Analyse Current Game" in the menue again, and you will stay in the "continuous mode" for analysis, as long as you follow an already known path.
This means that you have to do it every single step by single step (= starting "Analyse Current Game" again and again), if you want to base your next NEW move on CS's current evaluation.
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 9:47 am
by oren
Has anyone seen a way to save a game analysis? I've only had a little time to play around, but I haven't seen anything obvious. Ideally for me would be something in the SGF comment field with percentages and "CS Best". I'd be ok doing the conversion if there was at least some way to save the analysis as a text file.
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 9:57 am
by Cassandra
oren wrote:Has anyone seen a way to save a game analysis? I've only had a little time to play around, but I haven't seen anything obvious. Ideally for me would be something in the SGF comment field with percentages and "CS Best". I'd be ok doing the conversion if there was at least some way to save the analysis as a text file.
Probably the only way currently:
-- Several screenshots of the list
-- OCR
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 9:57 am
by oren
Cassandra wrote:-- Several screenshots of the list
-- OCR
That was my fear.

Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 10:22 am
by sparky314
Would be cool if they could add a heat map feature for analysis mode.
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 10:32 am
by palusijf
File -> Print -> Game Record Analyse
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 10:42 am
by Cassandra
palusijf wrote:File -> Print -> Game Record Analyse
Thank you very much indeed.
Never used "File" in the menu so far ...
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 10:49 am
by palusijf
You can then print with pdfcreator or on a printer.
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 10:59 am
by oren
Thanks! I actually never considered print before. I can probably make this work for me.
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 11:21 am
by Cassandra
oren wrote:Thanks! I actually never considered print before. I can probably make this work for me.
The following worked for me:
-- "Mark all" in the PDF
-- STRG + C
-- STRG + V in WORD (I suppose any other similar text processing programme will do, too)
-- Convert text to table (separator = " ")
The "columns" in the PDF are separated by single space characters.
However, please note that there also is a space before single digit numeric coordinates.
Their format is e.g. "N,11" or "B, 2".
Therefore, before transformation, you will have to replace all ", " (comma & space) by "," (comma).
Re: Crazy Stone Deep Learning first impressions
Posted: Tue May 17, 2016 12:51 pm
by sorin
LokBuddha wrote:I'm a bit rusty but I am 6d almost 7d on wbaduk. I played poorly in this game, no reading at all, and miraculously lucky win?
Enjoy the blood bath.
I wonder if those 9 stones handicap played a role

Re: Crazy Stone Deep Learning first impressions
Posted: Wed May 18, 2016 12:38 pm
by oren
I made a script that took the recording analysis from pdf printout and the original sgf to make comments and put CS's best move in as a triangle. The deltas aren't quite as big a swing as some of my bad kyu games, but I thought it was still fun to show off.
(;KM[6.5]EV[64th NHK Cup 1st round]FF[3]SZ[19]GM[1]PW[Yamada Kimio]WR[9d]
DT[2016-04-25]BR[8d]RE[W+R]PB[Sakai Hideyuki];B[qd]C[Playout:--- P(B wins):--- Situation: --- Dispersion: --- Delta:---]TR[pd]
;W[dc]C[Playout:--- P(B wins):--- Situation: --- Dispersion: --- Delta:---]TR[dp]
;B[pq]C[Playout:--- P(B wins):--- Situation: --- Dispersion: --- Delta:---]TR[pp]
;W[dp]C[Playout:331668 P(B wins):0.488271 Situation: -1.5 Dispersion: ±16 Delta:---]TR[dp]
;B[de]C[Playout:411859 P(B wins):0.490636 Situation: -1.5 Dispersion: ±16 Delta:---]TR[de]
;W[oc]C[Playout:207901 P(B wins):0.492037 Situation: -1.5 Dispersion: ±16 Delta:0.003432]TR[cg]
;B[fd]C[Playout:272954 P(B wins):0.493076 Situation: -1.5 Dispersion: ±16 Delta:---]TR[fd]
;W[po]C[Playout:204078 P(B wins):0.498388 Situation: -0.5 Dispersion: ±17 Delta:0.007956]TR[qg]
;B[pl]C[Playout:216982 P(B wins):0.493032 Situation: -1.5 Dispersion: ±17 Delta:0.008351]TR[mc]
;W[mp]C[Playout:340601 P(B wins):0.493912 Situation: -1.5 Dispersion: ±17 Delta:---]TR[mp]
;B[oo]C[Playout:300141 P(B wins):0.490010 Situation: -1.5 Dispersion: ±16 Delta:0.006419]TR[lc]
;W[on]C[Playout:510794 P(B wins):0.489391 Situation: -1.5 Dispersion: ±16 Delta:---]TR[on]
;B[no]C[Playout:749884 P(B wins):0.486589 Situation: -2.5 Dispersion: ±16 Delta:---]TR[no]
;W[qq]C[Playout:217090 P(B wins):0.495034 Situation: -0.5 Dispersion: ±16 Delta:0.008637]TR[pp]
;B[nq]C[Playout:239498 P(B wins):0.487553 Situation: -1.5 Dispersion: ±16 Delta:0.009479]TR[pp]
;W[pr]C[Playout:226422 P(B wins):0.501166 Situation: 0.5 Dispersion: ±16 Delta:0.015069]TR[pp]
;B[qp]C[Playout:204587 P(B wins):0.498927 Situation: -0.5 Dispersion: ±17 Delta:0.005141]TR[pn]
;W[pp]C[Playout:442831 P(B wins):0.504095 Situation: 0.5 Dispersion: ±16 Delta:---]TR[pp]
;B[oq]C[Playout:686752 P(B wins):0.504376 Situation: 0.5 Dispersion: ±16 Delta:---]TR[oq]
;W[qr]C[Playout:276393 P(B wins):0.500801 Situation: 0.5 Dispersion: ±16 Delta:---]TR[rr]
;B[pn]C[Playout:350203 P(B wins):0.505701 Situation: 0.5 Dispersion: ±16 Delta:---]TR[pn]
;W[qo]C[Playout:594853 P(B wins):0.505602 Situation: 0.5 Dispersion: ±16 Delta:---]TR[qo]
;B[qn]C[Playout:833452 P(B wins):0.502194 Situation: 0.5 Dispersion: ±16 Delta:---]TR[qn]
;W[pe]C[Playout:493764 P(B wins):0.496049 Situation: -0.5 Dispersion: ±16 Delta:---]TR[rn]
;B[qe]C[Playout:547877 P(B wins):0.493308 Situation: -1.5 Dispersion: ±16 Delta:---]TR[qe]
;W[pf]C[Playout:408291 P(B wins):0.495637 Situation: -0.5 Dispersion: ±16 Delta:0.004246]TR[pg]
;B[qg]C[Playout:576889 P(B wins):0.497208 Situation: -0.5 Dispersion: ±16 Delta:---]TR[qg]
;W[ip]C[Playout:207741 P(B wins):0.500845 Situation: 0.5 Dispersion: ±16 Delta:0.004892]TR[oh]
;B[ld]C[Playout:209557 P(B wins):0.496862 Situation: -0.5 Dispersion: ±16 Delta:0.007460]TR[kp]
;W[om]C[Playout:213296 P(B wins):0.514304 Situation: 2.5 Dispersion: ±17 Delta:0.019020]TR[pg]
;B[mn]C[Playout:202886 P(B wins):0.509429 Situation: 1.5 Dispersion: ±17 Delta:0.009071]TR[kq]
;W[ol]C[Playout:319350 P(B wins):0.508458 Situation: 1.5 Dispersion: ±17 Delta:---]TR[ol]
;B[pk]C[Playout:558758 P(B wins):0.509494 Situation: 1.5 Dispersion: ±17 Delta:---]TR[pk]
;W[ok]C[Playout:416865 P(B wins):0.505461 Situation: 0.5 Dispersion: ±17 Delta:---]TR[ok]
;B[pj]C[Playout:631709 P(B wins):0.504596 Situation: 0.5 Dispersion: ±17 Delta:---]TR[pj]
;W[oj]C[Playout:295977 P(B wins):0.522260 Situation: 3.5 Dispersion: ±17 Delta:0.020827]TR[qf]
;B[oi]C[Playout:215906 P(B wins):0.517415 Situation: 3.5 Dispersion: ±18 Delta:0.010605]TR[rp]
;W[pi]C[Playout:240218 P(B wins):0.504259 Situation: 0.5 Dispersion: ±18 Delta:---]TR[ni]
;B[qi]C[Playout:214646 P(B wins):0.491251 Situation: -1.5 Dispersion: ±17 Delta:0.015792]TR[rp]
;W[ln]C[Playout:205875 P(B wins):0.522944 Situation: 3.5 Dispersion: ±17 Delta:0.031746]TR[ph]
;B[lo]C[Playout:202604 P(B wins):0.503341 Situation: 0.5 Dispersion: ±17 Delta:0.022913]TR[rp]
;W[mo]C[Playout:420932 P(B wins):0.504290 Situation: 0.5 Dispersion: ±17 Delta:---]TR[mo]
;B[nn]C[Playout:292935 P(B wins):0.499660 Situation: -0.5 Dispersion: ±17 Delta:0.023627]TR[rp]
;W[lm]C[Playout:268489 P(B wins):0.507231 Situation: 1.5 Dispersion: ±17 Delta:0.010331]TR[ph]
;B[ml]C[Playout:237000 P(B wins):0.506160 Situation: 1.5 Dispersion: ±17 Delta:0.003369]TR[ko]
;W[ph]C[Playout:318074 P(B wins):0.489452 Situation: -1.5 Dispersion: ±18 Delta:---]TR[ph]
;B[ni]C[Playout:250080 P(B wins):0.487064 Situation: -2.5 Dispersion: ±18 Delta:0.004381]TR[pg]
;W[mk]C[Playout:199773 P(B wins):0.505288 Situation: 0.5 Dispersion: ±18 Delta:0.020214]TR[qh]
;B[ll]C[Playout:277706 P(B wins):0.497980 Situation: -0.5 Dispersion: ±18 Delta:0.010328]TR[pg]
;W[qh]C[Playout:450113 P(B wins):0.496684 Situation: -0.5 Dispersion: ±18 Delta:---]TR[qh]
;B[ri]C[Playout:227968 P(B wins):0.482357 Situation: -3.5 Dispersion: ±18 Delta:0.015831]TR[pg]
;W[mi]C[Playout:220474 P(B wins):0.501905 Situation: 0.5 Dispersion: ±18 Delta:0.020960]TR[rh]
;B[mh]C[Playout:430909 P(B wins):0.497441 Situation: -0.5 Dispersion: ±18 Delta:---]TR[mh]
;W[li]C[Playout:290728 P(B wins):0.504138 Situation: 0.5 Dispersion: ±19 Delta:0.014432]TR[qf]
;B[nj]C[Playout:212888 P(B wins):0.504711 Situation: 0.5 Dispersion: ±19 Delta:0.001424]TR[pg]
;W[nk]C[Playout:439962 P(B wins):0.498318 Situation: -0.5 Dispersion: ±19 Delta:---]TR[nk]
;B[ko]C[Playout:208685 P(B wins):0.472995 Situation: -4.5 Dispersion: ±18 Delta:0.027189]TR[pg]
;W[rh]C[Playout:231512 P(B wins):0.475224 Situation: -4.5 Dispersion: ±18 Delta:0.003539]TR[qf]
;B[ro]C[Playout:209888 P(B wins):0.458830 Situation: -7.5 Dispersion: ±18 Delta:0.019199]TR[pg]
;W[rp]C[Playout:446948 P(B wins):0.461025 Situation: -6.5 Dispersion: ±18 Delta:---]TR[rp]
;B[op]C[Playout:227201 P(B wins):0.453796 Situation: -8.5 Dispersion: ±18 Delta:0.011217]TR[pg]
;W[qp]C[Playout:452887 P(B wins):0.444806 Situation: -9.5 Dispersion: ±18 Delta:---]TR[qp]
;B[rk]C[Playout:218885 P(B wins):0.416666 Situation: -14.5 Dispersion: ±17 Delta:0.030288]TR[ng]
;W[lh]C[Playout:208468 P(B wins):0.442773 Situation: -10.5 Dispersion: ±18 Delta:0.031194]TR[lf]
;B[ng]C[Playout:353696 P(B wins):0.448001 Situation: -9.5 Dispersion: ±18 Delta:---]TR[ng]
;W[mg]C[Playout:211100 P(B wins):0.485126 Situation: -2.5 Dispersion: ±18 Delta:0.041453]TR[mf]
;B[pg]C[Playout:417343 P(B wins):0.488684 Situation: -2.5 Dispersion: ±18 Delta:---]TR[pg]
;W[oh]C[Playout:593959 P(B wins):0.488219 Situation: -2.5 Dispersion: ±19 Delta:---]TR[oh]
;B[nh]C[Playout:821689 P(B wins):0.489738 Situation: -1.5 Dispersion: ±19 Delta:---]TR[nh]
;W[og]C[Playout:1066422 P(B wins):0.487786 Situation: -2.5 Dispersion: ±19 Delta:---]TR[og]
;B[mf]C[Playout:228498 P(B wins):0.467693 Situation: -5.5 Dispersion: ±19 Delta:0.020424]TR[nf]
;W[nf]C[Playout:455898 P(B wins):0.468892 Situation: -5.5 Dispersion: ±19 Delta:---]TR[nf]
;B[lg]C[Playout:688399 P(B wins):0.469863 Situation: -5.5 Dispersion: ±19 Delta:---]TR[lg]
;W[mj]C[Playout:933496 P(B wins):0.470141 Situation: -5.5 Dispersion: ±19 Delta:---]TR[mj]
;B[mg]C[Playout:1172250 P(B wins):0.470275 Situation: -5.5 Dispersion: ±19 Delta:---]TR[mg]
;W[qj]C[Playout:213796 P(B wins):0.466641 Situation: -6.5 Dispersion: ±19 Delta:---]TR[kg]
;B[rj]C[Playout:400374 P(B wins):0.466559 Situation: -6.5 Dispersion: ±18 Delta:---]TR[rj]
;W[kg]C[Playout:590289 P(B wins):0.463666 Situation: -6.5 Dispersion: ±19 Delta:---]TR[kg]
;B[ne]C[Playout:254620 P(B wins):0.448633 Situation: -9.5 Dispersion: ±18 Delta:0.016581]TR[me]
;W[me]C[Playout:453394 P(B wins):0.445282 Situation: -9.5 Dispersion: ±18 Delta:---]TR[me]
;B[lf]C[Playout:683069 P(B wins):0.450542 Situation: -9.5 Dispersion: ±18 Delta:---]TR[lf]
;W[kf]C[Playout:304029 P(B wins):0.448421 Situation: -9.5 Dispersion: ±18 Delta:---]TR[qf]
;B[le]C[Playout:529613 P(B wins):0.447978 Situation: -9.5 Dispersion: ±18 Delta:---]TR[le]
;W[qf]C[Playout:769550 P(B wins):0.448356 Situation: -9.5 Dispersion: ±18 Delta:---]TR[qf]
;B[pd]C[Playout:230018 P(B wins):0.443935 Situation: -10.5 Dispersion: ±19 Delta:0.005992]TR[of]
;W[od]C[Playout:474872 P(B wins):0.440228 Situation: -10.5 Dispersion: ±18 Delta:---]TR[od]
;B[oe]C[Playout:316718 P(B wins):0.432988 Situation: -12.5 Dispersion: ±18 Delta:0.009339]TR[of]
;W[re]C[Playout:201159 P(B wins):0.438946 Situation: -11.5 Dispersion: ±18 Delta:0.008438]TR[md]
;B[rd]C[Playout:267334 P(B wins):0.427802 Situation: -13.5 Dispersion: ±19 Delta:0.014655]TR[of]
;W[md]C[Playout:491692 P(B wins):0.426112 Situation: -13.5 Dispersion: ±19 Delta:---]TR[md]
;B[of]C[Playout:712021 P(B wins):0.428302 Situation: -13.5 Dispersion: ±19 Delta:---]TR[of]
;W[rg]C[Playout:906823 P(B wins):0.429269 Situation: -13.5 Dispersion: ±19 Delta:---]TR[rg]
;B[se]C[Playout:232030 P(B wins):0.407559 Situation: -17.5 Dispersion: ±19 Delta:0.023244]TR[lc]
;W[nd]C[Playout:279026 P(B wins):0.408865 Situation: -17.5 Dispersion: ±19 Delta:0.005172]TR[lc]
;B[nf]C[Playout:517241 P(B wins):0.410213 Situation: -16.5 Dispersion: ±19 Delta:---]TR[nf]
;W[sf]C[Playout:588183 P(B wins):0.408444 Situation: -16.5 Dispersion: ±18 Delta:---]TR[sf]
;B[rf]C[Playout:668862 P(B wins):0.409421 Situation: -16.5 Dispersion: ±18 Delta:---]TR[rf]
;W[lc]C[Playout:877968 P(B wins):0.408469 Situation: -16.5 Dispersion: ±18 Delta:---]TR[lc]
;B[kd]C[Playout:1114818 P(B wins):0.408782 Situation: -15.5 Dispersion: ±17 Delta:---]TR[kd]
;W[re]C[Playout:1209971 P(B wins):0.406868 Situation: -15.5 Dispersion: ±17 Delta:---]TR[re]
;B[sd]C[Playout:237653 P(B wins):0.408162 Situation: -17.5 Dispersion: ±19 Delta:---]TR[kc]
;W[pc]C[Playout:352551 P(B wins):0.403576 Situation: -17.5 Dispersion: ±19 Delta:---]TR[pc]
;B[rf]C[Playout:228647 P(B wins):0.384877 Situation: -22.5 Dispersion: ±19 Delta:0.021286]TR[id]
;W[kc]C[Playout:215773 P(B wins):0.421582 Situation: -15.5 Dispersion: ±20 Delta:0.039090]TR[mm]
;B[jd]C[Playout:471533 P(B wins):0.415892 Situation: -15.5 Dispersion: ±19 Delta:---]TR[jd]
;W[re]C[Playout:329945 P(B wins):0.431714 Situation: -13.5 Dispersion: ±20 Delta:0.019906]TR[mm]
;B[qc]C[Playout:547472 P(B wins):0.435763 Situation: -12.5 Dispersion: ±20 Delta:---]TR[qc]
;W[sh]C[Playout:218482 P(B wins):0.457681 Situation: -8.5 Dispersion: ±19 Delta:0.022095]TR[qb]
;B[rf]C[Playout:385802 P(B wins):0.453948 Situation: -8.5 Dispersion: ±20 Delta:---]TR[rf]
;W[ql]C[Playout:215699 P(B wins):0.466395 Situation: -6.5 Dispersion: ±19 Delta:0.014678]TR[jn]
;B[pm]C[Playout:239442 P(B wins):0.468347 Situation: -5.5 Dispersion: ±19 Delta:---]TR[qk]
;W[re]C[Playout:493527 P(B wins):0.469685 Situation: -5.5 Dispersion: ±19 Delta:---]TR[re]
;B[pb]C[Playout:672365 P(B wins):0.470594 Situation: -5.5 Dispersion: ±18 Delta:---]TR[pb]
;W[ob]C[Playout:915418 P(B wins):0.467176 Situation: -5.5 Dispersion: ±18 Delta:---]TR[ob]
;B[rf]C[Playout:377869 P(B wins):0.460564 Situation: -7.5 Dispersion: ±20 Delta:0.007908]TR[rb]
;W[jc]C[Playout:222465 P(B wins):0.476569 Situation: -4.5 Dispersion: ±17 Delta:0.020069]TR[id]
;B[id]C[Playout:457879 P(B wins):0.478917 Situation: -3.5 Dispersion: ±18 Delta:---]TR[id]
;W[re]C[Playout:715287 P(B wins):0.478384 Situation: -3.5 Dispersion: ±18 Delta:---]TR[re]
;B[rb]C[Playout:453333 P(B wins):0.475368 Situation: -4.5 Dispersion: ±17 Delta:0.005136]TR[ih]
;W[pa]C[Playout:230969 P(B wins):0.498521 Situation: -0.5 Dispersion: ±18 Delta:0.025144]TR[rf]
;B[rf]C[Playout:316553 P(B wins):0.499471 Situation: -0.5 Dispersion: ±18 Delta:---]TR[qb]
;W[kq]C[Playout:221496 P(B wins):0.516194 Situation: 2.5 Dispersion: ±18 Delta:0.018701]TR[jn]
;B[km]C[Playout:254919 P(B wins):0.505666 Situation: 1.5 Dispersion: ±18 Delta:0.013373]TR[jm]
;W[re]C[Playout:497735 P(B wins):0.509291 Situation: 1.5 Dispersion: ±18 Delta:---]TR[re]
;B[jj]C[Playout:220285 P(B wins):0.519404 Situation: 3.5 Dispersion: ±17 Delta:---]TR[ji]
;W[ii]C[Playout:222230 P(B wins):0.531980 Situation: 5.5 Dispersion: ±19 Delta:0.014054]TR[rf]
;B[rf]C[Playout:264623 P(B wins):0.506214 Situation: 1.5 Dispersion: ±18 Delta:0.028403]TR[ji]
;W[ee]C[Playout:221857 P(B wins):0.531365 Situation: 5.5 Dispersion: ±18 Delta:0.028105]TR[ji]
;B[sg]C[Playout:231953 P(B wins):0.460016 Situation: -6.5 Dispersion: ±17 Delta:0.074247]TR[ig]
;W[ed]C[Playout:480375 P(B wins):0.456310 Situation: -7.5 Dispersion: ±17 Delta:---]TR[ed]
;B[pg]C[Playout:348761 P(B wins):0.457545 Situation: -6.5 Dispersion: ±15 Delta:0.000193]TR[ig]
;W[cj]C[Playout:234673 P(B wins):0.472947 Situation: -4.5 Dispersion: ±16 Delta:0.017770]TR[ji]
;B[ji]C[Playout:242176 P(B wins):0.467247 Situation: -4.5 Dispersion: ±15 Delta:0.008262]TR[di]
;W[jh]C[Playout:501582 P(B wins):0.462740 Situation: -5.5 Dispersion: ±15 Delta:---]TR[jh]
;B[ih]C[Playout:468322 P(B wins):0.454130 Situation: -6.5 Dispersion: ±15 Delta:---]TR[ih]
;W[ig]C[Playout:742785 P(B wins):0.455852 Situation: -6.5 Dispersion: ±14 Delta:---]TR[ig]
;B[hh]C[Playout:1022738 P(B wins):0.455272 Situation: -6.5 Dispersion: ±14 Delta:---]TR[hh]
;W[hg]C[Playout:1329653 P(B wins):0.455175 Situation: -6.5 Dispersion: ±14 Delta:---]TR[hg]
;B[gh]C[Playout:1487130 P(B wins):0.455077 Situation: -6.5 Dispersion: ±14 Delta:---]TR[gh]
;W[jl]C[Playout:229765 P(B wins):0.469884 Situation: -4.5 Dispersion: ±17 Delta:0.015007]TR[gg]
;B[ij]C[Playout:230447 P(B wins):0.442753 Situation: -9.5 Dispersion: ±17 Delta:0.028822]TR[gg]
;W[gg]C[Playout:270919 P(B wins):0.442981 Situation: -8.5 Dispersion: ±16 Delta:0.002135]TR[kk]
;B[fh]C[Playout:447754 P(B wins):0.439532 Situation: -9.5 Dispersion: ±16 Delta:---]TR[fh]
;W[dg]C[Playout:233631 P(B wins):0.475275 Situation: -3.5 Dispersion: ±15 Delta:0.037863]TR[eg]
;B[fg]C[Playout:233766 P(B wins):0.438473 Situation: -9.5 Dispersion: ±15 Delta:0.039388]TR[ef]
;W[gf]C[Playout:222799 P(B wins):0.458458 Situation: -6.5 Dispersion: ±15 Delta:0.021225]TR[ff]
;B[fq]C[Playout:233497 P(B wins):0.431680 Situation: -11.5 Dispersion: ±17 Delta:0.029212]TR[dh]
;W[in]C[Playout:236373 P(B wins):0.457950 Situation: -6.5 Dispersion: ±15 Delta:0.029102]TR[kk]
;B[fo]C[Playout:234238 P(B wins):0.416862 Situation: -15.5 Dispersion: ±18 Delta:0.046664]TR[kk]
;W[kk]C[Playout:456402 P(B wins):0.411837 Situation: -15.5 Dispersion: ±18 Delta:---]TR[kk]
;B[jm]C[Playout:646837 P(B wins):0.409258 Situation: -16.5 Dispersion: ±18 Delta:---]TR[jm]
;W[im]C[Playout:893641 P(B wins):0.412470 Situation: -15.5 Dispersion: ±18 Delta:---]TR[im]
;B[lq]C[Playout:252786 P(B wins):0.394330 Situation: -16.5 Dispersion: ±16 Delta:0.019068]TR[il]
;W[hl]C[Playout:229012 P(B wins):0.426257 Situation: -10.5 Dispersion: ±14 Delta:0.033558]TR[lr]
;B[gk]C[Playout:257721 P(B wins):0.418588 Situation: -11.5 Dispersion: ±14 Delta:0.010243]TR[dh]
;W[hk]C[Playout:455026 P(B wins):0.419983 Situation: -10.5 Dispersion: ±14 Delta:---]TR[hk]
;B[hj]C[Playout:720445 P(B wins):0.422399 Situation: -10.5 Dispersion: ±14 Delta:---]TR[hj]
;W[fj]C[Playout:296890 P(B wins):0.435602 Situation: -9.5 Dispersion: ±15 Delta:0.013091]TR[fm]
;B[gj]C[Playout:290675 P(B wins):0.423294 Situation: -10.5 Dispersion: ±14 Delta:0.015971]TR[dh]
;W[fm]C[Playout:380298 P(B wins):0.432700 Situation: -8.5 Dispersion: ±13 Delta:0.012018]TR[lr]
;B[do]C[Playout:227819 P(B wins):0.403965 Situation: -14.5 Dispersion: ±15 Delta:0.030704]TR[dh]
;W[cp]C[Playout:318208 P(B wins):0.407048 Situation: -13.5 Dispersion: ±15 Delta:---]TR[cp]
;B[ep]C[Playout:252569 P(B wins):0.393702 Situation: -15.5 Dispersion: ±15 Delta:0.017515]TR[gm]
;W[di]C[Playout:233067 P(B wins):0.424552 Situation: -10.5 Dispersion: ±14 Delta:0.033047]TR[en]
;B[fi]C[Playout:233285 P(B wins):0.383544 Situation: -15.5 Dispersion: ±14 Delta:0.043576]TR[ej]
;W[ej]C[Playout:240080 P(B wins):0.424121 Situation: -9.5 Dispersion: ±12 Delta:0.043135]TR[en]
;B[em]C[Playout:234164 P(B wins):0.441225 Situation: -6.5 Dispersion: ±11 Delta:---]TR[hi]
;W[fl]C[Playout:427664 P(B wins):0.436794 Situation: -6.5 Dispersion: ±11 Delta:---]TR[fl]
;B[hi]C[Playout:701694 P(B wins):0.436650 Situation: -6.5 Dispersion: ±11 Delta:---]TR[hi]
;W[co]C[Playout:275523 P(B wins):0.440780 Situation: -5.5 Dispersion: ±10 Delta:0.007595]TR[cn]
;B[dn]C[Playout:386368 P(B wins):0.443005 Situation: -5.5 Dispersion: ±10 Delta:---]TR[dn]
;W[dr]C[Playout:292822 P(B wins):0.448641 Situation: -5.5 Dispersion: ±11 Delta:0.007307]TR[cm]
;B[cn]C[Playout:355138 P(B wins):0.456152 Situation: -4.5 Dispersion: ±11 Delta:---]TR[bn]
;W[lr]C[Playout:564998 P(B wins):0.452196 Situation: -5.5 Dispersion: ±12 Delta:---]TR[lr]
;B[jq]C[Playout:704453 P(B wins):0.452518 Situation: -5.5 Dispersion: ±12 Delta:---]TR[jq]
;W[jp]C[Playout:302947 P(B wins):0.445748 Situation: -5.5 Dispersion: ±11 Delta:---]TR[mq]
;B[kp]C[Playout:284880 P(B wins):0.418664 Situation: -8.5 Dispersion: ±10 Delta:0.029068]TR[kr]
;W[kr]C[Playout:564131 P(B wins):0.409896 Situation: -9.5 Dispersion: ±10 Delta:---]TR[kr]
;B[mq]C[Playout:776275 P(B wins):0.410838 Situation: -9.5 Dispersion: ±10 Delta:---]TR[mq]
;W[gp]C[Playout:247936 P(B wins):0.435072 Situation: -6.5 Dispersion: ±10 Delta:0.026223]TR[cl]
;B[er]C[Playout:312328 P(B wins):0.426171 Situation: -7.5 Dispersion: ±10 Delta:0.013392]TR[gr]
;W[dq]C[Playout:336259 P(B wins):0.433395 Situation: -7.5 Dispersion: ±10 Delta:0.012860]TR[br]
;B[gr]C[Playout:317440 P(B wins):0.437815 Situation: -6.5 Dispersion: ±11 Delta:---]TR[cl]
;W[ir]C[Playout:596320 P(B wins):0.436888 Situation: -6.5 Dispersion: ±11 Delta:---]TR[ir]
;B[bk]C[Playout:252424 P(B wins):0.421311 Situation: -8.5 Dispersion: ±11 Delta:0.015240]TR[cl]
;W[cl]C[Playout:529301 P(B wins):0.420978 Situation: -8.5 Dispersion: ±10 Delta:---]TR[cl]
;B[ck]C[Playout:245832 P(B wins):0.406424 Situation: -10.5 Dispersion: ±11 Delta:0.023922]TR[bn]
;W[dl]C[Playout:452965 P(B wins):0.407738 Situation: -9.5 Dispersion: ±10 Delta:---]TR[dl]
;B[bn]C[Playout:635425 P(B wins):0.412212 Situation: -8.5 Dispersion: ±10 Delta:---]TR[bn]
;W[bl]C[Playout:247161 P(B wins):0.423590 Situation: -8.5 Dispersion: ±12 Delta:0.013113]TR[br]
;B[bq]C[Playout:417822 P(B wins):0.436827 Situation: -6.5 Dispersion: ±11 Delta:---]TR[bq]
;W[br]C[Playout:667096 P(B wins):0.426810 Situation: -7.5 Dispersion: ±11 Delta:---]TR[br]
;B[ar]C[Playout:285410 P(B wins):0.394671 Situation: -12.5 Dispersion: ±12 Delta:0.035234]TR[bs]
;W[bp]C[Playout:533680 P(B wins):0.389988 Situation: -12.5 Dispersion: ±12 Delta:---]TR[bp]
;B[cr]C[Playout:776408 P(B wins):0.388002 Situation: -13.5 Dispersion: ±12 Delta:---]TR[cr]
;W[bs]C[Playout:1052911 P(B wins):0.386890 Situation: -13.5 Dispersion: ±13 Delta:---]TR[bs]
;B[ap]C[Playout:252199 P(B wins):0.341373 Situation: -18.5 Dispersion: ±11 Delta:0.046413]TR[cs]
;W[ao]C[Playout:495600 P(B wins):0.353870 Situation: -16.5 Dispersion: ±11 Delta:---]TR[ao]
;B[cs]C[Playout:278210 P(B wins):0.336059 Situation: -19.5 Dispersion: ±13 Delta:0.027049]TR[an]
;W[aq]C[Playout:257327 P(B wins):0.333035 Situation: -19.5 Dispersion: ±11 Delta:---]TR[ds]
;B[as]C[Playout:478383 P(B wins):0.325442 Situation: -19.5 Dispersion: ±10 Delta:---]TR[as]
;W[cq]C[Playout:729623 P(B wins):0.327443 Situation: -18.5 Dispersion: ±10 Delta:---]TR[cq]
;B[ap]C[Playout:476490 P(B wins):0.318949 Situation: -20.5 Dispersion: ±10 Delta:0.011718]TR[el]
;W[rn]C[Playout:237403 P(B wins):0.329528 Situation: -19.5 Dispersion: ±12 Delta:0.005785]TR[ds]
;B[rm]C[Playout:505482 P(B wins):0.329066 Situation: -19.5 Dispersion: ±12 Delta:---]TR[rm]
;W[aq]C[Playout:789369 P(B wins):0.324937 Situation: -20.5 Dispersion: ±12 Delta:---]TR[aq]
;B[hq]C[Playout:394726 P(B wins):0.318008 Situation: -22.5 Dispersion: ±12 Delta:0.008330]TR[ch]
;W[iq]C[Playout:685336 P(B wins):0.317923 Situation: -18.5 Dispersion: ±11 Delta:---]TR[iq]
;B[ap]C[Playout:946692 P(B wins):0.318077 Situation: -18.5 Dispersion: ±11 Delta:---]TR[ap]
;W[jn]C[Playout:255342 P(B wins):0.322027 Situation: -20.5 Dispersion: ±11 Delta:0.005223]TR[ds]
;B[kn]C[Playout:544239 P(B wins):0.318564 Situation: -19.5 Dispersion: ±10 Delta:---]TR[kn]
;W[aq]C[Playout:864198 P(B wins):0.319599 Situation: -18.5 Dispersion: ±9 Delta:---]TR[aq]
;B[hp]C[Playout:258001 P(B wins):0.312917 Situation: -17.5 Dispersion: ±8 Delta:0.009526]TR[el]
;W[br]C[Playout:472389 P(B wins):0.308197 Situation: -14.5 Dispersion: ±7 Delta:---]TR[br]
;B[go]C[Playout:745281 P(B wins):0.310464 Situation: -15.5 Dispersion: ±7 Delta:---]TR[go]
;W[so]C[Playout:1035881 P(B wins):0.309507 Situation: -15.5 Dispersion: ±7 Delta:---]TR[so]
;B[ch]C[Playout:927102 P(B wins):0.309430 Situation: -13.5 Dispersion: ±6 Delta:---]TR[ch]
;W[dh]C[Playout:431682 P(B wins):0.310919 Situation: -17.5 Dispersion: ±8 Delta:0.002972]TR[cg]
;B[cc]C[Playout:441802 P(B wins):0.301008 Situation: -17.5 Dispersion: ±7 Delta:---]TR[cc]
;W[cd]C[Playout:731384 P(B wins):0.294328 Situation: -15.5 Dispersion: ±7 Delta:---]TR[cd]
;B[db]C[Playout:265107 P(B wins):0.245686 Situation: -19.5 Dispersion: ±6 Delta:0.050055]TR[dd]
;W[bc]C[Playout:531068 P(B wins):0.246085 Situation: -20.5 Dispersion: ±5 Delta:---]TR[bc]
;B[cb]C[Playout:831581 P(B wins):0.245031 Situation: -20.5 Dispersion: ±5 Delta:---]TR[cb]
;W[dd]C[Playout:271187 P(B wins):0.263781 Situation: -11.5 Dispersion: ±4 Delta:0.020037]TR[ec]
;B[bb]C[Playout:283235 P(B wins):0.243568 Situation: -13.5 Dispersion: ±5 Delta:0.022928]TR[ic]
;W[bd]C[Playout:585851 P(B wins):0.243777 Situation: -13.5 Dispersion: ±5 Delta:---]TR[bd]
;B[fc]C[Playout:275339 P(B wins):0.231555 Situation: -13.5 Dispersion: ±4 Delta:0.014114]TR[mb]
;W[hb]C[Playout:325909 P(B wins):0.245946 Situation: -16.5 Dispersion: ±5 Delta:0.017808]TR[gb]
;B[gb]C[Playout:289311 P(B wins):0.208053 Situation: -12.5 Dispersion: ±3 Delta:0.040391]TR[bj]
;W[hc]C[Playout:606173 P(B wins):0.206481 Situation: -11.5 Dispersion: ±3 Delta:---]TR[hc]
;B[ab]C[Playout:269565 P(B wins):0.177760 Situation: -13.5 Dispersion: ±3 Delta:0.030107]TR[ef]
;W[sm]C[Playout:292704 P(B wins):0.182611 Situation: -13.5 Dispersion: ±3 Delta:0.006403]TR[gc]
;B[rl]C[Playout:308000 P(B wins):0.174831 Situation: -11.5 Dispersion: ±3 Delta:0.012252]TR[qg]
;W[qb]C[Playout:285078 P(B wins):0.198525 Situation: -10.5 Dispersion: ±3 Delta:0.025483]TR[hd]
;B[an]C[Playout:283471 P(B wins):0.200461 Situation: -11.5 Dispersion: ±3 Delta:0.001737]TR[ac]
;W[al]C[Playout:338181 P(B wins):0.202380 Situation: -11.5 Dispersion: ±3 Delta:0.005601]TR[ak]
;B[ef]C[Playout:302463 P(B wins):0.190218 Situation: -11.5 Dispersion: ±3 Delta:0.013768]TR[el]
;W[df]C[Playout:350936 P(B wins):0.207713 Situation: -10.5 Dispersion: ±3 Delta:0.019636]TR[ff]
;B[ds]C[Playout:284373 P(B wins):0.175291 Situation: -11.5 Dispersion: ±3 Delta:0.034319]TR[bj]
;W[bs]C[Playout:573994 P(B wins):0.169892 Situation: -11.5 Dispersion: ±3 Delta:---]TR[bs]
;B[es]C[Playout:330212 P(B wins):0.143487 Situation: -10.5 Dispersion: ±2 Delta:0.027957]TR[ki]
;W[qg]C[Playout:278104 P(B wins):0.211004 Situation: -10.5 Dispersion: ±3 Delta:0.070600]TR[fe]
;B[sf]C[Playout:281962 P(B wins):0.163114 Situation: -10.5 Dispersion: ±2 Delta:0.050665]TR[bj]
;W[hd]C[Playout:352310 P(B wins):0.159453 Situation: -11.5 Dispersion: ±2 Delta:0.001713]TR[lk]
Re: Crazy Stone Deep Learning first impressions
Posted: Wed May 18, 2016 1:08 pm
by erislover
oren wrote:I made a script...
Can you share it?