1 Default settings, 5000 playouts.
2 Opponent: gnugo --mode gtp --chinese-rules --capture-all-dead --level 10
5 gnugo 19x19 l1 vs l10 k 7.5: 29% (+-2.3%)
6 gnugo 19x19 l1 vs l10 k 0.5: 42.2% (+-2.5%)
7 gnugo 19x19 l1 vs l10 k -7.5: 52.5% (+-2.5%)
8 gnugo 19x19 l1 vs l10 k -14.5: 62.2% (+-2.4%)
9 gnugo 19x19 l1 vs l10 handi 2: 54.7% (+-2.1%)
10 gnugo 19x19 l1 vs l10 handi 3: 71.9% (+-2.2%)
11 gnugo 19x19 l1 vs l10 handi 4: 82.6% (+-1.9%)
14 Unfortunately, some early measurements use 95% confidence interval; all newer
15 ones use the standard error (/1.96) instead, since that's what gogui-twogtp
20 ../../gogui-1.1.10/bin/gogui-twogtp -black 'gnugo --mode gtp --chinese-rules --capture-all-dead --level 10' -white './zzgo-77d2d games=5000,policy=ucb1amaf,playout=moggy' -alternate -auto -verbose -size 9 -komi 7.5 -games 100 -sgffile f1-77d2d
21 for i in *.dat; do ../../gogui-1.1.10/bin/gogui-twogtp -force -analyze $i; done
22 ./test_in_context.sh <directory with results> 9
24 ead8e ucb1amaf 16.5% (+-4.5%)
26 b2185 ucb1amaf 50% (+-6%)
28 75fff ucb1amaf 49% (+-4%)
30 c5bea ucb1amaf 42.5% (+-2.5%)
32 95bf3 ucb1amaf 25.2% (+-4%)
34 c7249 ucb1amaf 34.2% (+-4.8%)
36 9367d ucb1amaf 37% (+-8%)
38 ce540 ucb1amaf* 42% (+-2%) selfatarirate=0
39 ce540 ucb1amaf 43% (+-2%)
41 62592 ucb1amaf* 47% (+-2.5%) selfatarirate=0
42 62592 ucb1amaf 44% (+-2.5%)
43 62592 ucb1amaf*# 45.2% (+-2.5%) selfatarirate=0,rave_prior
44 62592 ucb1amaf# 47.5% (+-2.5%) rave_prior
46 1a1eb ucb1 15% (+-2%) selfatarirate=0:capturerate=0:lcapturerate=0
48 6e22f ucb1amaf 49.5% (+-2.5%)
49 6e22f ucb1amaf*0 48% (+-2.5%) rave_equiv=6000
50 6e22f ucb1amaf*1 49% (+-2.5%) rave_equiv=500
51 6e22f ucb1amaf# 43.2% (+-2.5%) explore_p=0
52 6e22f ucb1amaf#*0 45.8% (+-2.5%) explore_p=0,rave_equiv=6000
53 6e22f ucb1amaf#*1 48.8% (+-2.5%) explore_p=0,rave_equiv=500
54 6e22f ucb1amaf#0 49.5% (+-2.5%) explore_p=0.01
55 6e22f ucb1amaf#1 24.8% (+-2.5%) explore_p=0.5
56 6e22f 19x19 ucb1amaf 0%
57 6e22f 19x19 ucb1amaf* 0% explore_p=0.01,rave_equiv=100
59 88fe2 ucb1amaf 50.8% (+-2.5%)
60 88fe2 ucb1amaf* 49.5% (+-2.5%) selfatarirate=0
62 04b7b ucb1amaf 60.5% (+-2.4%)
63 04b7b ucb1amaf* 60.2% (+-2.4%) selfatarirate=0
64 04b7b ucb1amaf%1 58.5% (+-2.5%) rate=75
65 04b7b ucb1amaf%2 60.8% (+-2.4%) rate=100
66 04b7b ucb1amaf# 54.5% (+-2.5%) explore_p=0
67 04b7b ucb1amaf^ 63.5% (+-2.4%) threads=2
68 04b7b ucb1amaf+ 71.2% (+-2.3%) games=10000
69 04b7b ucb1amaf! 79.5% (+-2%) playout_amaf
70 04b7b ucb1amaf!& 46% (+-2.5%) playout_amaf,patternrate=0
72 82790 ucb1amaf 54.1% (+-2.9%)
73 82790 ucb1amaf! 79% (+-2.9%) playout_amaf
75 129bb ucb1amaf 64.5% (+-2.4%)
76 129bb ucb1amaf! 77.2% (+-2.1%) playout_amaf
78 <playout_amaf_nakade on by default>
80 605dd ucb1amaf 56.2% (+-2.5%)
81 605dd ucb1amaf! 63.5% (+-2.4%) playout_amaf
83 <unknown playout_amaf regression>
85 c031a ucb1amaf 52.5% (+-4.2%)
86 c031a ucb1amaf! 63.4% (+-4.2%) playout_amaf
88 87b9e ucb1amaf 53.7% (+-2.1%)
89 87b9e ucb1amaf#1 59.5% (+-1.7%) explore_p_rave=0
90 87b9e ucb1amaf#2 59.1% (+-1.7%) explore_p=0.01,explore_p_rave=0.01
91 87b9e ucb1amaf% 56.6% (+-2%) local_assess
92 87b9e ucb1amaf* 19% (+-1.3%) patternrate=0
93 87b9e ucb1amaf!$ 62.8% (+-2.4%) playout_amaf,rave_equiv=500
94 87b9e ucb1amaf!#1 62.8% (+-1.7%) playout_amaf,explore_p=0.01,explore_p_rave=0.01
95 87b9e ucb1amaf!#2 61.6% (+-1.7%) playout_amaf,explore_p_rave=0.01
96 87b9e ucb1amaf!& 61.8% (+-2.4%) playout_amaf,eqex=25
97 87b9e ucb1amaf! 61.4% (+-2.1%) playout_amaf
99 <playout_amaf is now default>
101 093e7 ucb1amaf 60.5% (+-2.4%)
102 093e7 ucb1amaf! 58.8% (+-2.5%) plaout_amaf=0
103 093e7 ucb1amaf% 60.8% (+-2.4%) ladders=0
105 <playout_amaf_nakade partially off>
107 635a3 ucb1amaf 65% (+-2.4%)
108 635a3 ucb1amaf 63% (+-2.4%) explore_p_rave=0.01
110 <playout_amaf_nakade off by default>
112 eac23 ucb1amaf 77.4% (+-1.5%)
113 eac23 ucb1amaf# 76.6% (+-1.5%) explore_p_rave=0.01
114 eac23 ucb1amaf! 74.3% (+-1.5%) check_nakade=0
115 eac23 ucb1amaf!# 75.5% (+-1.6%) check_nakade=0,explore_p_rave=0.01
116 eac23 ucb1amaf!#* 75% (+-1.5%) check_nakade=0,explore_p_rave=0.01,explore_p=0.01
118 <explore_p_rave=0.01>
120 229b9 ucb1amaf 2k 65.5% (+-2.4%)
121 229b9 ucb1amaf 5k 77.5% (+-2.1%)
122 229b9 ucb1amaf 20k 83.8% (+-1.7%)
123 229b9 ucb1amaf 50k 90% (+-1.5%)
124 229b9 ucb1amaf! 2k 37.8% (+-2.4%) playout_amaf=0
125 229b9 ucb1amaf! 5k 59% (+-2.5%) playout_amaf=0
126 229b9 ucb1amaf! 20k 79% (+-2%) playout_amaf=0
127 229b9 ucb1amaf! 50k 83.5% (+-1.9%) playout_amaf=0
128 229b9 ucb1amaf% 5k 77.2% (+-2.1%) ladders=0
129 229b9 ucb1amaf*# 5k 74.9% (+-2.2%) explore_p=0.005,explore_p_rave=0.005
132 229b9 ucb1amaf km5.5 B+57.5% (+-2.5%)
133 229b9 ucb1amaf km7.5 B+48.8% (+-2.5%)
135 2d54a ucb1amaf 72.2% (+-2.2%)
137 8ac8a ucb1amaf 77% (+-2.1%)
138 8ac8a ucb1amaf@ 77% (+-2.1%) ladder catcher atari check disabled
139 8ac8a ucb1amaf 50k 93.5% (+-1.2%)
142 fccfe ucb1amaf 78% (+-2.1%)
143 fccfe ucb1amaf# 78.5% (+-2.1%) rave_prior=0
144 fccfe ucb1amaf*0 76% (+-2.1%) playout_amaf_cutoff=50
145 fccfe ucb1amaf*0! 78.5% (+-2.1%) playout_amaf_cutoff=50,playout_amaf_nakade=1
146 fccfe ucb1amaf*1 79.8% (+-2%) playout_amaf_cutoff=75
147 fccfe ucb1amaf*1! 74% (+-2.2%) playout_amaf_cutoff=75,playout_amaf_nakade=1
148 fccfe ucb1amaf*2 76.7% (+-2.1%) playout_amaf_cutoff=85
149 fccfe ucb1amaf*2! 77% (+-2.1%) playout_amaf_cutoff=85,playout_amaf_nakade=1
150 fccfe ucb1amaf*3 72% (+-2.2%) playout_amaf_cutoff=90
151 fccfe ucb1amaf*3! 73% (+-2.2%) playout_amaf_cutoff=90,playout_amaf_nakade=1
152 fccfe ucb1amaf*3 72% (+-2.2%) playout_amaf_cutoff=90
153 fccfe ucb1amaf*3! 73% (+-2.2%) playout_amaf_cutoff=90,playout_amaf_nakade=1
156 fccfe ucb1amaf 78% (+-2.1%)
157 fccfe ucb1amaf 10k 79.8% (+-2%)
158 fccfe ucb1amaf t=2 75.5% (+-2.2%)
159 569d7 ucb1amaf t=2 82.9% (+-1.9%)
162 <Multiple board sizes from now on>
164 Fillboard investigations (only 4-lib fillboard yet):
166 569d7 9ucb1amaf! 81.2% (+-2%) fillboardtries=10
167 569d7 9ucb1amaf 50k 90% (+-1.5%)
168 569d7 9ucb1amaf! 50k 90.8% (+-1.4%) fillboardtries=10
170 ce382 13ucb1amaf 51.8% (+-2.5%)
171 ce382 13ucb1amaf 50k 79.6% (+-2.6%)
172 569d7 13ucb1amaf! 47% (+-2.5%) fillboardtries=10
173 569d7 13ucb1amaf! 50k 82.8% (+-2.4%) fillboardtries=10
178 4181b 9ucb1amaf 76% (+-2.4%)
179 4181b 13ucb1amaf 47.8% (+-2.5%)
180 4181b 19ucb1amaf 1.6% (+-0.9%)
181 4181b 19ucb1amaf! 1% (+-0.7%) fillboardtries=10
184 0965e 9ucb1amaf 77.5% (+-2.1%)
185 0965e 9ucb1amaf# 9.5% (+-1.5%) sylvain_rave=0
186 0965e 9ucb1amaf& 79% (+-2.1%) self-atari protection turned off for single-stone groups
188 0965e 13ucb1amaf 45.2% (+-2.5%)
189 0965e 13ucb1amaf& 52.2% (+-2.5%) self-atari protection turned off for single-stone groups
193 234b3 9ucb1amaf 77.2% (+-2.1%)
194 234b3 13ucb1amaf 47% (+-2.5%)
199 035fc 9ucb1amaf 70.5% (+-2.3%)
200 035fc 9ucb1amaf# 79.8% (+-2%) pattern2=0
204 74b71 9ucb1amaf 74.2% (+-2.2%)
205 74b71 9ucb1amaf# 77% (+-2.1%) pattern2=0
206 74b71 13ucb1amaf 46.8% (+-2.5%)
207 74b71 13ucb1amaf# 50.2% (+-2.5%) pattern2=0
209 e34f9 9ucb1amaf 74.2% (+-2.2%)
210 e34f9 9ucb1amaf# 74% (+-2.2%) pattern2=0
211 e34f9 9ucb1amaf* 76% (+-2.1%) atarirate=0
212 e34f9 9ucb1amaf#* 79% (+-2%) pattern2=0,atarirate=0
213 e34f9 13ucb1amaf 47.2% (+-2.5%)
214 e34f9 13ucb1amaf# 49.7% (+-2.8%) pattern2=0
215 e34f9 13ucb1amaf#* 52.2% (+-2.5%) pattern2=0,atarirate=0
217 ba2e1 9ucb1amaf 78.2% (+-2.1%)
218 ba2e1 9ucb1amaf# 81.8% (+-1.9%) pattern2=0
219 ba2e1 9ucb1amaf* 74.5% (+-2.2%) atarirate=0
220 ba2e1 9ucb1amaf#* 75.5% (+-2.2%) pattern2=0,atarirate=0
221 ba2e1 9ucb1amaf#*+ 78.5% (+-2.1%) pattern2=0,atarirate=0,prior_cfgd=6
222 ba2e1 9ucb1amaf+% 81.2% (+-2%) prior_cfgd=6,prior_b19=6
223 ba2e1 9ucb1amaf#+% 83% (+-1.9%) pattern2=0,prior_cfgd=6,prior_b19=6
225 ba2e1 13ucb1amaf+ 57% (+-2.5%) prior_cfgd=6
226 ba2e1 13ucb1amaf+% 51.2% (+-2.5%) prior_cfgd=6,prior_b19=6
227 ba2e1 13ucb1amaf#*+ 54.8% (+-2.5%) pattern2=0,atarirate=0,prior_cfgd=6
229 ba2e1 19ucb1amaf+! 13.8% (+-1.7%) prior_cfgd=6,fillboard
230 ba2e1 19ucb1amaf+%2 21.2% (+-2%) prior_cfgd=prior_b19=prior=20
231 ba2e1 19ucb1amaf+%2! 20.5% (+-2%) prior_cfgd=prior_b19=prior=20,fillboard
232 ba2e1 19ucb1amaf+%3 20.8% (+-2%) prior_cfgd=prior_b19=prior=30
233 ba2e1 19ucb1amaf+%4 25.8% (+-2.2%) prior_cfgd=prior_b19=prior=40
234 ba2e1 19ucb1amaf+%5 23.2% (+-2.1%) prior_cfgd=prior_b19=prior=50
235 ba2e1 19ucb1amaf+%4 24.5% (+-2.2%) prior_cfgd=prior_b19=prior=40,amaf_prior=0
236 ba2e1 19ucb1amaf#*+%! 9.8% (+-1.5%) pattern2=0,atarirate=0,prior_cfgd=prior_b19=6,fillboard
237 ba2e1 19ucb1amaf#*+%2 25% (+-2.2%) pattern2=0,atarirate=0,prior_cfgd=prior_b19=prior=20
238 ba2e1 19ucb1amaf#+%2 26.5% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=20
239 ba2e1 19ucb1amaf#+%3 24% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=30
240 ba2e1 19ucb1amaf#+%4 27% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=40
241 ba2e1 19ucb1amaf#+%2! 22.5% (+-2.1%) pattern2=0,prior_cfgd=prior_b19=prior=20,fillboard
242 ba2e1 19ucb1amaf#+%2_ 23.5% (+-2.1%) pattern2=0,prior_cfgd=prior_b19=prior=20,prior_policy=10
243 ba2e1 19ucb1amaf#+%2a 1% (+-0.7%) pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=1000
244 ba2e1 19ucb1amaf#+%2b 7.2% (+-1.4%) pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=2000
245 ba2e1 19ucb1amaf#+%2 28.2% (+-2.3%) pattern2=0,prior_cfgd=prior_b19=prior=20,amaf_prior=0
247 <pattern2=0, prior_cfgd=prior_b19=-1, etc.>
248 <From now on, 19x19 always has % = prior=20>
250 49208 9ucb1amaf 80% (+-2%)
251 49208 9ucb1amaf& 76.8% (+-2.1%) selfatarirate=0
252 49208 9ucb1amaf_ 76.8% (+-2.1%) can_capture_group() always true (really same rate)
253 49208 19ucb1amaf% 25.4% (+-2.3%)
254 49208 19ucb1amaf%& 18.8% (+-2%) selfatarirate=0
255 49208 19ucb1amaf%_ 19.5% (+-2%) can_capture_group() always true (really same rate)
257 aef5c 19ucb1amaf% 24.5% (+-2.4%)
259 67561 19ucb1amaf% 29% (+-2.3%)
261 d11b1 9ucb1amaf 81.8% (+-1.9%)
262 d11b1 9ucb1amaf_ 81.5% (+-1.9%) investigate all nakade neis only in case of snapback (945e5)
263 d11b1 9ucb1amaf* 81.2% (+-2%) atarirate=0
264 d11b1 9ucb1amaf& 78.8% (+-2.1%) explore_p_rave=0
265 d11b1 19ucb1amaf% 24% (+-2%)
267 f1c52 19ucb1amaf% 26.2% (+-2.4%)
268 08c0a 19ucb1amaf% 25.5% (+-2.4%) <d11b1_&>
270 <explore coefficient outside of RAVE>
271 a0f85 9ucb1amaf 80.2% (+-2%)
272 a0f85 9ucb1amaf*1 80.8% (+-2%) explore_p=0
273 a0f85 9ucb1amaf*2 81.2% (+-2%) explore_p=0.01
274 a0f85 9ucb1amaf*3 40.2% (+-2.5%) explore_p=0.6
275 a0f85 19ucb1amaf% 18.8% (+-2%)
279 5524c 9ucb1amaf 84.2% (+-1.8%)
280 5524c 9ucb1amaf^1 70.2% (+-3%) fuego cfgd
281 5524c 9ucb1amaf^2 77% (+-2.1%) fuego cfgd, 0.1 for pass
282 5524c 9ucb1amaf^2* 76.5% (+-2.1%) fuego cfgd, 0.1 for pass, prior_cfgd=4
283 5524c 9ucb1amaf! 81.2% (+-2%) prior_even is 0.1 for pass
285 5524c 19ucb1amaf% 19.8% (+-2%)
286 5524c 19ucb1amaf%^1 13.2% (+-1.7%) fuego cfgd
287 5524c 19ucb1amaf%^2 12.5% (+-1.7%) fuego cfgd, 0.1 for pass
288 5524c 19ucb1amaf%^2* 16.2% (+-1.8%) fuego cfgd, 0.1 for pass, prior_cfgd=5
289 5524c 19ucb1amaf! 19.6% (+-2%) prior_even is 0.3 for pass
291 2151a 9ucb1amaf 81.5% (+-1.9%)
292 443e1 9ucb1amaf_1 72.5% (+-2.2%) Priors just like in Fuego
293 6c6cb 9ucb1amaf_2 70.5% (+-2.3%) Priors just like in Fuego, including equivalent-best-move
295 2151a 19ucb1amaf 17.8% (+-1.9%)
296 443e1 19ucb1amaf_1 12.2% (+-1.6%) Priors just like in Fuego
297 6c6cb 19ucb1amaf_2 19.5% (+-2%) Priors just like in Fuego, including equivalent-best-move
299 03c36 19ucb1amaf%$ 17.2% (+-1.9%) ko=-1, without ko aging yet
301 09368 9ucb1amaf 80.2% (+-2%)
302 09368 9ucb1amaf$ 80% (+-2%) ko=-1
303 09368 9ucb1amaf^ 79% (+-2%) eye=0
304 09368 9ucb1amaf$^ 77.2% (+-2.1%) ko=-1,eye=0
306 a1353 19u1a%* 61.8% (+-3.2%) 10k
307 a1353 19u1a%^1 k-14.5 29.2% (+-2.3%) dynkomi=150
308 a1353 19u1a% k-14.5 29% (+-2.3%)
309 a1353 19u1a%^1 k-7.5 30% (+-2.3%) dynkomi=150
310 a1353 19u1a% k-7.5 26.5% (+-2.2%)
311 a1353 19u1a%*^1 k0.5 41.6% (+-3%) 10k, dynkomi=150
312 a1353 19u1a%* k0.5 45.1% (+-3%) 10k
313 a1353 19u1a% k0.5 24% (+-2.1%)
314 a1353 19u1a%^0 k0.5 25.8% (+-2.2%) dynkomi=100
315 a1353 19u1a%^1 k0.5 24.2% (+-2.1%) dynkomi=150
316 a1353 19u1a%^2 k0.5 25% (+-2.2%) dynkomi=200
318 a1267 9ucb1amaf 80.1% (+-2%)
319 a1267 9ucb1amaf~20 20.3% (+-2%) val_scale=0.15,val_points=10
320 a1267 9ucb1amaf~21 6% (+-1.2%) val_scale=0.15,val_points=20
321 a1267 9ucb1amaf~22 2.5% (+-0.8%) val_scale=0.15,val_points=30
322 a1267 9ucb1amaf~00 20.2% (+-1.2%) val_scale=0.05,val_points=10
323 a1267 9ucb1amaf~11 5.8% (+-1.2%) val_scale=0.10,val_points=20
324 a1267 9ucb1amaf~31 6.5% (+-2%) val_scale=0.20,val_points=20
325 a1267 9ucb1amaf~a0 18% (+-1.9%) val_scale=0.01,val_points=10
326 a1267 9ucb1amaf~a1 3.5% (+-0.9%) val_scale=0.01,val_points=20
327 a1267 9ucb1amaf~b1 6.8% (+-1.3%) val_scale=0.02,val_points=20
328 a1267 9ucb1amaf~bx 2.3% (+-0.7$) val_scale=0.02,val_points=80
329 a1267 19ucb1amaf% 21.8% (+-2.1%)
331 2b830 9ucb1amaf 73% (+-2.2%)
332 2b830 9ucb1amaf_ 79% (+-2%) global atari check picks moves across all atari groups
333 2b830 9ucb1amaf~b1 3.8% (+-1%) val_scale=0.02,val_points=20
334 2b830 19ucb1amaf% 20.7% (+-3%)
335 2b830 19ucb1amaf%_ 20.1% (+-2.4%) global group atari check picks move across all groups
339 cc80e 9ucb1amaf 76.8% (+-2.1%)
340 cc80e 19ucb1amaf%_ 18.8% (+-2.7%) 8 neighbors are examined instead of 4 in local atari/2lib check
342 e2a49 9ucb1amaf 81.2% (+-2%)
343 e2a49 9ucb1amaf_ 75.8% (+-2.1%) liberal 2-liberty check (take even liberty where opponent can't play)
344 e2a49 9ucb1amaf 2k 71.2% (+-2.3%)
345 e2a49 9ucb1amaf 3k 65.5% (+-2.4%)
346 e2a49 19ucb1amaf% 25% (+-2.3%) ??? suspicious bump in percentage
348 f3603 9ucb1amaf 75.8% (+-2.1%)
349 f3603 9ucb1amaf~b1 7% (+-1.3%) val_scale=0.02,val_points=20
350 f3603 19ucb1amaf% 19.4% (+-2.1%)
352 <fixed non-integer results in AMAF>
354 fba31 9ucb1amaf 40k 94.2% (+-1.2%)
355 fba31 9ucb1amaf~b1 78% (+-2.1%) val_scale=0.02,val_points=20
356 fba31 9ucb1amaf~ax 80.8% (+-2%) val_scale=0.01,val_points=80
357 fba31 19ucb1amaf% 20.7% (+-2.2%)
359 c035e 9ucb1amaf 77.5% (+-2.1%)
360 1d4f8 9ucb1amaf 77% (+-2.1%)