Neural_2 building architecture data structure Neural_2 loading architecture from 'arch/default.cfg' Neural_2 will use random weights School enrolled Neural_2 Neural_2 is training... School setting Arch's mutation rate to 0.2 School setting loss rate goal to 0% School running 200 sessions of 10 matches, each of 1000 games ****************************** Session #1 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.3 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -1 Maximum weight = 1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 creating its first NeuNet s1.m1 Losses: |000 | 7% s1.m1 Breakdown: 1:78 2:0 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:78/1000 s1.m2 Losses: |0000111112222333344444555666677777 | 68% s1.m2 Breakdown: 1:95 2:89 3:85 4:86 5:92 6:59 7:92 8:85 9:0 10:0 Total:683/1000 s1.m3 Losses: |0000111112222233333444455555666677778889999 | 87% s1.m3 Breakdown: 1:98 2:95 3:97 4:93 5:90 6:90 7:88 8:86 9:50 10:88 Total:875/1000 s1.m4 Losses: |0000111122223333444455556667777788889999 | 80% s1.m4 Breakdown: 1:89 2:79 3:87 4:79 5:78 6:80 7:62 8:86 9:83 10:81 Total:804/1000 s1.m5 Losses: |0000111112222233334444555566666 | 62% s1.m5 Breakdown: 1:95 2:93 3:92 4:85 5:84 6:90 7:83 8:1 9:0 10:0 Total:623/1000 s1.m6 Losses: |000011111222223333444445555566667777888899999 | 90% s1.m6 Breakdown: 1:97 2:86 3:99 4:95 5:95 6:91 7:87 8:84 9:84 10:91 Total:909/1000 s1.m7 Losses: |0000111112222233334445555666 | 57% s1.m7 Breakdown: 1:96 2:91 3:98 4:82 5:67 6:67 7:69 8:0 9:0 10:0 Total:570/1000 s1.m8 Losses: |00001111122222333334444555556666777778889999 | 89% s1.m8 Breakdown: 1:98 2:99 3:93 4:93 5:91 6:96 7:86 8:87 9:70 10:80 Total:893/1000 s1.m9 Losses: |0000111112222333344445555666667777888899999 | 86% s1.m9 Breakdown: 1:95 2:91 3:77 4:88 5:83 6:83 7:87 8:90 9:79 10:91 Total:864/1000 s1.m10 Losses: |00001111122222333344445 | 47% s1.m10 Breakdown: 1:94 2:95 3:96 4:82 5:87 6:22 7:0 8:0 9:0 10:0 Total:476/1000 Session loss rate = 67% -- IMPROVED!!! (previous best was 100%) NN Arch mutating: [learning rate] ****************************** Session #2 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.3678 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -1 Maximum weight = 1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s2.m1 Losses: |0000111112222233334444555556666777788889999 | 86% s2.m1 Breakdown: 1:95 2:96 3:91 4:85 5:85 6:89 7:92 8:76 9:75 10:81 Total:865/1000 s2.m2 Losses: |000011111222233333444455556666 | 61% s2.m2 Breakdown: 1:93 2:99 3:85 4:84 5:83 6:85 7:78 8:12 9:0 10:0 Total:619/1000 s2.m3 Losses: |000011111222223333444455556666677778889999 | 84% s2.m3 Breakdown: 1:97 2:96 3:93 4:85 5:87 6:81 7:86 8:88 9:61 10:69 Total:843/1000 s2.m4 Losses: |0000 | 8% s2.m4 Breakdown: 1:87 2:2 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:89/1000 s2.m5 Losses: |000011111222233333444455555666 | 61% s2.m5 Breakdown: 1:98 2:92 3:81 4:89 5:93 6:93 7:70 8:0 9:0 10:0 Total:616/1000 s2.m6 Losses: |00001111122223333344445555666677778888999 | 83% s2.m6 Breakdown: 1:92 2:94 3:91 4:88 5:83 6:87 7:65 8:85 9:80 10:65 Total:830/1000 s2.m7 Losses: |00001111222223333444445555566667777788889999 | 89% s2.m7 Breakdown: 1:89 2:87 3:85 4:94 5:96 6:97 7:89 8:90 9:84 10:86 Total:897/1000 s2.m8 Losses: |0000111112222333344444555566667777888899999 | 86% s2.m8 Breakdown: 1:91 2:91 3:86 4:90 5:82 6:88 7:84 8:80 9:86 10:85 Total:863/1000 s2.m9 Losses: |000011111222223333444445555666667777788889 | 85% s2.m9 Breakdown: 1:96 2:99 3:94 4:89 5:88 6:93 7:92 8:89 9:93 10:17 Total:850/1000 s2.m10 Losses: |000011111222333334444555566666777788889999 | 84% s2.m10 Breakdown: 1:91 2:96 3:72 4:88 5:82 6:84 7:87 8:94 9:77 10:77 Total:848/1000 Session loss rate = 73% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [encouragement] ****************************** Session #3 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.4176 Momentum = 0.9 Encouragement = 0.1862 Minimum weight = -1 Maximum weight = 1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s3.m1 Losses: |00001111122222333344444555566666777788889999 | 89% s3.m1 Breakdown: 1:99 2:98 3:92 4:90 5:89 6:88 7:92 8:87 9:84 10:76 Total:895/1000 s3.m2 Losses: |000011111222233 | 30% s3.m2 Breakdown: 1:97 2:91 3:89 4:25 5:0 6:0 7:0 8:0 9:0 10:0 Total:302/1000 s3.m3 Losses: |000011112222333334445555566667777888899999 | 84% s3.m3 Breakdown: 1:87 2:75 3:91 4:90 5:76 6:85 7:79 8:85 9:87 10:89 Total:844/1000 s3.m4 Losses: |000001111222233333444455555666677778889999 | 85% s3.m4 Breakdown: 1:100 2:94 3:81 4:87 5:94 6:84 7:82 8:80 9:76 10:78 Total:856/1000 s3.m5 Losses: |00001111122222333344445555666677777888 | 77% s3.m5 Breakdown: 1:96 2:95 3:90 4:91 5:78 6:80 7:83 8:90 9:67 10:0 Total:770/1000 s3.m6 Losses: |0000111112222233334445555566667777888889999 | 87% s3.m6 Breakdown: 1:99 2:94 3:87 4:96 5:61 6:88 7:87 8:82 9:94 10:85 Total:873/1000 s3.m7 Losses: |00001111122222333334444555566667777888889999 | 89% s3.m7 Breakdown: 1:99 2:95 3:94 4:92 5:94 6:80 7:80 8:82 9:84 10:91 Total:891/1000 s3.m8 Losses: |00001111122222333344444555566667777788899999 | 88% s3.m8 Breakdown: 1:96 2:96 3:94 4:90 5:95 6:87 7:79 8:83 9:76 10:87 Total:883/1000 s3.m9 Losses: |00001111122223333444455555666777888999 | 76% s3.m9 Breakdown: 1:93 2:87 3:81 4:85 5:84 6:95 7:64 8:67 9:57 10:54 Total:767/1000 Total session losses (7081) already exceed best session's losses (6700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #4 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 28 nodes Learning Rate = 0.3 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -1 Maximum weight = 0.456 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s4.m1 Losses: |00001111222223333444445555566667777888899999 | 88% s4.m1 Breakdown: 1:85 2:94 3:88 4:91 5:92 6:91 7:82 8:91 9:84 10:89 Total:887/1000 s4.m2 Losses: |000011111222233333444455555666677778888899999 | 90% s4.m2 Breakdown: 1:91 2:91 3:87 4:92 5:93 6:89 7:87 8:87 9:91 10:93 Total:901/1000 s4.m3 Losses: |00001111122223333444445555666667777888889999 | 89% s4.m3 Breakdown: 1:92 2:89 3:87 4:88 5:90 6:91 7:87 8:88 9:96 10:86 Total:894/1000 s4.m4 Losses: |000011111222233333444455555666677777888899999 | 90% s4.m4 Breakdown: 1:94 2:90 3:92 4:90 5:92 6:92 7:87 8:88 9:88 10:90 Total:903/1000 s4.m5 Losses: |000011111222223333344445555666667777888889999 | 91% s4.m5 Breakdown: 1:99 2:99 3:90 4:92 5:91 6:85 7:87 8:91 9:91 10:87 Total:912/1000 s4.m6 Losses: |000011111222223333344445555666667777888889999 | 91% s4.m6 Breakdown: 1:99 2:96 3:94 4:94 5:88 6:83 7:88 8:94 9:90 10:91 Total:917/1000 s4.m7 Losses: |000011111222233333444455555 | 54% s4.m7 Breakdown: 1:95 2:94 3:89 4:92 5:84 6:88 7:2 8:0 9:0 10:0 Total:544/1000 s4.m8 Losses: |000011111222233333444455555666677777888899999 | 90% s4.m8 Breakdown: 1:94 2:93 3:92 4:87 5:88 6:95 7:89 8:93 9:88 10:85 Total:904/1000 Total session losses (6862) already exceed best session's losses (6700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #5 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.5904 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -1 Maximum weight = 1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s5.m1 Losses: |000011112222333334444555566677788888999 | 78% s5.m1 Breakdown: 1:87 2:92 3:80 4:87 5:77 6:81 7:60 8:73 9:84 10:68 Total:789/1000 s5.m2 Losses: |00001111122223333444455556666677788889999 | 83% s5.m2 Breakdown: 1:96 2:90 3:83 4:73 5:84 6:85 7:90 8:73 9:82 10:74 Total:830/1000 s5.m3 Losses: |000011111222233333444445555666667777888 | 79% s5.m3 Breakdown: 1:93 2:94 3:90 4:94 5:95 6:93 7:95 8:70 9:68 10:0 Total:792/1000 s5.m4 Losses: |00001111222223333444455556666777788889999 | 82% s5.m4 Breakdown: 1:90 2:88 3:90 4:81 5:73 6:86 7:82 8:70 9:88 10:74 Total:822/1000 s5.m5 Losses: |00001111122223333344445555666667777888899999 | 88% s5.m5 Breakdown: 1:97 2:83 3:88 4:92 5:89 6:89 7:91 8:73 9:95 10:88 Total:885/1000 s5.m6 Losses: |000011111222233334444555566667 | 61% s5.m6 Breakdown: 1:91 2:89 3:84 4:82 5:78 6:80 7:93 8:17 9:0 10:0 Total:614/1000 s5.m7 Losses: |000011111222223333444445555666667777888889999 | 90% s5.m7 Breakdown: 1:97 2:89 3:96 4:93 5:87 6:91 7:88 8:93 9:92 10:83 Total:909/1000 s5.m8 Losses: |000011111222233334444455556666777788889999 | 84% s5.m8 Breakdown: 1:93 2:93 3:92 4:79 5:88 6:88 7:78 8:81 9:75 10:82 Total:849/1000 s5.m9 Losses: |0000111112222333334444555566667777888889999 | 87% s5.m9 Breakdown: 1:95 2:85 3:97 4:86 5:92 6:75 7:86 8:80 9:86 10:94 Total:876/1000 Total session losses (7366) already exceed best session's losses (6700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #6 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 14 nodes Learning Rate = 0.3 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -1 Maximum weight = 1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s6.m1 Losses: |0000111112222333334444555556666777788889999 | 86% s6.m1 Breakdown: 1:93 2:95 3:82 4:96 5:93 6:89 7:88 8:81 9:77 10:68 Total:862/1000 s6.m2 Losses: |000011112222233334444555566666777788899999 | 84% s6.m2 Breakdown: 1:90 2:88 3:87 4:87 5:86 6:76 7:87 8:90 9:68 10:85 Total:844/1000 s6.m3 Losses: |00001111222223333 | 34% s6.m3 Breakdown: 1:92 2:81 3:95 4:77 5:0 6:0 7:0 8:0 9:0 10:0 Total:345/1000 s6.m4 Losses: |00001111122223333344445555666667777888899999 | 88% s6.m4 Breakdown: 1:93 2:91 3:95 4:87 5:84 6:89 7:86 8:76 9:92 10:90 Total:883/1000 s6.m5 Losses: |000011111222223333444445555666667777888889999 | 91% s6.m5 Breakdown: 1:96 2:95 3:96 4:88 5:88 6:90 7:93 8:87 9:91 10:90 Total:914/1000 s6.m6 Losses: |000011112222333344444555566667777888899999 | 84% s6.m6 Breakdown: 1:88 2:89 3:82 4:78 5:94 6:78 7:84 8:81 9:83 10:90 Total:847/1000 s6.m7 Losses: |00001111122223333444445555666667777888889999 | 89% s6.m7 Breakdown: 1:89 2:93 3:83 4:93 5:91 6:80 7:93 8:85 9:94 10:91 Total:892/1000 s6.m8 Losses: |00001111122223333344445555566667777888889999 | 89% s6.m8 Breakdown: 1:93 2:92 3:88 4:93 5:85 6:89 7:94 8:76 9:92 10:91 Total:893/1000 s6.m9 Losses: |000011111222233334444455556666777788889999 | 85% s6.m9 Breakdown: 1:94 2:92 3:87 4:85 5:83 6:85 7:84 8:76 9:84 10:87 Total:857/1000 Total session losses (7337) already exceed best session's losses (6700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [min link wt] [max link wt] ****************************** Session #7 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.363 Momentum = 0.9 Encouragement = 0.1 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s7.m1 Losses: |000011111222223333344445555666667777888889999 | 91% s7.m1 Breakdown: 1:99 2:96 3:90 4:96 5:81 6:95 7:95 8:86 9:87 10:93 Total:918/1000 s7.m2 Losses: |00001111122233344445556667788899 | 65% s7.m2 Breakdown: 1:96 2:94 3:58 4:71 5:74 6:55 7:55 8:51 9:51 10:50 Total:655/1000 s7.m3 Losses: |0000111112222233333444455555666667777888899999 | 92% s7.m3 Breakdown: 1:94 2:98 3:97 4:96 5:87 6:93 7:95 8:91 9:83 10:93 Total:927/1000 s7.m4 Losses: |000011111222233333444455555666667777888889999 | 91% s7.m4 Breakdown: 1:92 2:94 3:93 4:86 5:89 6:91 7:95 8:85 9:97 10:94 Total:916/1000 s7.m5 Losses: |0000111122222333344444555556666 | 62% s7.m5 Breakdown: 1:92 2:76 3:96 4:91 5:95 6:91 7:85 8:3 9:0 10:0 Total:629/1000 s7.m6 Losses: |000001111122223333444455556 | 55% s7.m6 Breakdown: 1:100 2:100 3:99 4:68 5:82 6:85 7:17 8:0 9:0 10:0 Total:551/1000 s7.m7 Losses: |000011111222233334444555566677777888889999 | 85% s7.m7 Breakdown: 1:97 2:91 3:91 4:72 5:85 6:66 7:76 8:91 9:92 10:92 Total:853/1000 s7.m8 Losses: |00011112223333444555666777888999 | 65% s7.m8 Breakdown: 1:73 2:84 3:57 4:75 5:70 6:58 7:58 8:62 9:58 10:57 Total:652/1000 s7.m9 Losses: |00001111122222333334445 | 47% s7.m9 Breakdown: 1:99 2:99 3:100 4:100 5:54 6:23 7:0 8:0 9:0 10:0 Total:475/1000 s7.m10 Losses: |00001111 | 17% s7.m10 Breakdown: 1:99 2:66 3:6 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:171/1000 Session loss rate = 67% -- stayed within 0% NN Arch mutating: [# hidden nodes] [momentum] [encouragement] ****************************** Session #8 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s8.m1 Losses: |00001111122222333334444455556667778888999 | 83% s8.m1 Breakdown: 1:97 2:96 3:97 4:98 5:99 6:87 7:51 8:72 9:69 10:64 Total:830/1000 s8.m2 Losses: |0000111 | 15% s8.m2 Breakdown: 1:88 2:59 3:11 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:158/1000 s8.m3 Losses: |000011 | 12% s8.m3 Breakdown: 1:91 2:35 3:1 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:127/1000 s8.m4 Losses: |00001111222223333344444555566667778888999 | 83% s8.m4 Breakdown: 1:97 2:77 3:98 4:99 5:99 6:84 7:81 8:62 9:63 10:76 Total:836/1000 s8.m5 Losses: |0000111112222233334444455555666667777888889999 | 92% s8.m5 Breakdown: 1:98 2:98 3:90 4:91 5:98 6:98 7:93 8:93 9:92 10:77 Total:928/1000 s8.m6 Losses: |0000111112222333444555566666777788889999 | 80% s8.m6 Breakdown: 1:98 2:96 3:78 4:62 5:62 6:82 7:87 8:83 9:82 10:71 Total:801/1000 s8.m7 Losses: |00000111112222233344445555666 | 59% s8.m7 Breakdown: 1:100 2:100 3:100 4:73 5:72 6:82 7:60 8:6 9:0 10:0 Total:593/1000 s8.m8 Losses: |00001111122233344456678 | 46% s8.m8 Breakdown: 1:86 2:96 3:71 4:58 5:53 6:31 7:41 8:15 9:18 10:0 Total:469/1000 s8.m9 Losses: |0000111122223333344444555666777788889999 | 81% s8.m9 Breakdown: 1:86 2:89 3:79 4:87 5:99 6:67 7:71 8:75 9:81 10:78 Total:812/1000 s8.m10 Losses: |0000011111222223333 | 39% s8.m10 Breakdown: 1:100 2:100 3:100 4:92 5:2 6:0 7:0 8:0 9:0 10:0 Total:394/1000 Session loss rate = 59% -- IMPROVED!!! (previous best was 67%) NN Arch mutating: [learning rate] [encouragement] ****************************** Session #9 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.4824 Momentum = 0.801 Encouragement = 0.139 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s9.m1 Losses: |0000111112223333444455566667777888 | 68% s9.m1 Breakdown: 1:97 2:84 3:66 4:75 5:88 6:67 7:65 8:95 9:48 10:0 Total:685/1000 s9.m2 Losses: |00001111122222333444555667788899 | 65% s9.m2 Breakdown: 1:96 2:98 3:90 4:65 5:52 6:62 7:50 8:42 9:52 10:45 Total:652/1000 s9.m3 Losses: |000011111222223333444445555566667777788889999 | 91% s9.m3 Breakdown: 1:90 2:99 3:97 4:88 5:95 6:95 7:86 8:90 9:91 10:83 Total:914/1000 s9.m4 Losses: |00000111112222333334444455555666667777888899999 | 94% s9.m4 Breakdown: 1:100 2:100 3:98 4:97 5:98 6:98 7:92 8:90 9:86 10:87 Total:946/1000 s9.m5 Losses: |00001111122222333344445555566667777788889999 | 88% s9.m5 Breakdown: 1:96 2:95 3:92 4:95 5:78 6:92 7:91 8:82 9:82 10:84 Total:887/1000 s9.m6 Losses: |00001111222223333444445555566666777888999 | 82% s9.m6 Breakdown: 1:88 2:86 3:91 4:94 5:98 6:94 7:91 8:68 9:54 10:62 Total:826/1000 s9.m7 Losses: |0000111112222 | 27% s9.m7 Breakdown: 1:99 2:99 3:76 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:274/1000 s9.m8 Losses: |000011111222223333344445555566666777788889999 | 91% s9.m8 Breakdown: 1:96 2:99 3:95 4:91 5:98 6:91 7:90 8:88 9:85 10:83 Total:916/1000 Total session losses (6100) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #10 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s10.m1 Losses: |000011111222223333344444555566666777788889999 | 91% s10.m1 Breakdown: 1:99 2:100 3:100 4:100 5:96 6:77 7:89 8:91 9:74 10:90 Total:916/1000 s10.m2 Losses: |00001111122223333444455 | 47% s10.m2 Breakdown: 1:94 2:94 3:90 4:81 5:62 6:44 7:9 8:0 9:0 10:0 Total:474/1000 s10.m3 Losses: |0000111122222333444445566677788899 | 69% s10.m3 Breakdown: 1:83 2:95 3:84 4:74 5:94 6:41 7:56 8:68 9:58 10:42 Total:695/1000 s10.m4 Losses: |000011111222223333344444555566777888 | 72% s10.m4 Breakdown: 1:96 2:100 3:99 4:95 5:97 6:77 7:40 8:68 9:48 10:0 Total:720/1000 s10.m5 Losses: |00001111223333444455555666667778888999 | 77% s10.m5 Breakdown: 1:86 2:77 3:45 4:74 5:92 6:97 7:92 8:67 9:70 10:74 Total:774/1000 s10.m6 Losses: |0000111122 | 20% s10.m6 Breakdown: 1:99 2:74 3:36 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:209/1000 s10.m7 Losses: |000011111222333344444555566677788 | 66% s10.m7 Breakdown: 1:95 2:99 3:54 4:84 5:100 6:68 7:63 8:74 9:25 10:0 Total:662/1000 s10.m8 Losses: |0000111112222233333444445555566666777778888899999 | 99% s10.m8 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s10.m9 Losses: |00001111122233334455556677888999 | 65% s10.m9 Breakdown: 1:96 2:93 3:68 4:64 5:54 6:65 7:48 8:48 9:61 10:53 Total:650/1000 Total session losses (6099) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #11 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -0.8 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s11.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s11.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s11.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s11.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s11.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s11.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s11.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [max link wt] ****************************** Session #12 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.3204 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 2.888 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s12.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s12.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s12.m2 Losses: |00000111112222233333444445555566667777889999 | 88% s12.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:65 9:49 10:71 Total:883/1000 s12.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s12.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s12.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s12.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s12.m5 Losses: |0000011112222233333444445555566666777778888899999 | 98% s12.m5 Breakdown: 1:100 2:97 3:91 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:988/1000 s12.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s12.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s12.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s12.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6871) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] [max link wt] ****************************** Session #13 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.396 Maximum weight = 2.384 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s13.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s13.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s13.m2 Losses: |000011111222223333344444555556666677777888889999 | 97% s13.m2 Breakdown: 1:98 2:98 3:95 4:93 5:100 6:100 7:100 8:100 9:97 10:95 Total:976/1000 s13.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s13.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s13.m4 Losses: |000011111222223333344444555556666777778888899999 | 96% s13.m4 Breakdown: 1:99 2:99 3:98 4:98 5:95 6:93 7:95 8:96 9:95 10:100 Total:968/1000 s13.m5 Losses: |000011111222223333344444555556666677777888889999 | 97% s13.m5 Breakdown: 1:98 2:94 3:100 4:97 5:95 6:100 7:99 8:100 9:100 10:94 Total:977/1000 s13.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s13.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5921) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #14 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.26 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s14.m1 Losses: |000111222233344455556666677778889999 | 73% s14.m1 Breakdown: 1:74 2:61 3:69 4:56 5:70 6:85 7:90 8:83 9:69 10:78 Total:735/1000 s14.m2 Losses: |000011223344555667778889999 | 54% s14.m2 Breakdown: 1:81 2:54 3:32 4:35 5:52 6:53 7:47 8:61 9:62 10:70 Total:547/1000 s14.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s14.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s14.m4 Losses: |000011111222223333344444555566666777778888899999 | 96% s14.m4 Breakdown: 1:99 2:98 3:96 4:97 5:99 6:90 7:96 8:95 9:98 10:96 Total:964/1000 s14.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s14.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s14.m6 Losses: |000011111222223333344444555556666777778888899999 | 96% s14.m6 Breakdown: 1:99 2:96 3:98 4:99 5:95 6:97 7:94 8:98 9:96 10:92 Total:964/1000 s14.m7 Losses: |000011111222223333344444555556666677777888899999 | 97% s14.m7 Breakdown: 1:98 2:98 3:100 4:98 5:100 6:96 7:95 8:98 9:95 10:97 Total:975/1000 Total session losses (6185) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #15 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.7302 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s15.m1 Losses: |000001111122223333344444555556666677777888889999 | 97% s15.m1 Breakdown: 1:100 2:100 3:96 4:93 5:98 6:99 7:98 8:100 9:96 10:92 Total:972/1000 s15.m2 Losses: |0000111112222233334444455556678999 | 68% s15.m2 Breakdown: 1:98 2:95 3:91 4:93 5:93 6:76 7:45 8:22 9:24 10:46 Total:683/1000 s15.m3 Losses: |000011111222333344445555666777788888999 | 79% s15.m3 Breakdown: 1:93 2:89 3:73 4:67 5:89 6:76 7:69 8:83 9:81 10:78 Total:798/1000 s15.m4 Losses: |00001111122222333334444455555666 | 64% s15.m4 Breakdown: 1:98 2:100 3:99 4:98 5:92 6:94 7:68 8:0 9:0 10:0 Total:649/1000 s15.m5 Losses: |0000111122233344 | 33% s15.m5 Breakdown: 1:93 2:72 3:70 4:56 5:47 6:0 7:0 8:0 9:0 10:0 Total:338/1000 s15.m6 Losses: |00001111122222333334444455555666667777788889999 | 94% s15.m6 Breakdown: 1:99 2:99 3:100 4:100 5:100 6:100 7:97 8:94 9:81 10:70 Total:940/1000 s15.m7 Losses: |00000111112222333334444555556666777778 | 77% s15.m7 Breakdown: 1:100 2:100 3:95 4:96 5:80 6:95 7:91 8:83 9:38 10:0 Total:778/1000 s15.m8 Losses: |0001 | 8% s15.m8 Breakdown: 1:77 2:3 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:80/1000 s15.m9 Losses: |000001111122222333344455667778899 | 67% s15.m9 Breakdown: 1:100 2:100 3:100 4:87 5:54 6:42 7:50 8:52 9:45 10:42 Total:672/1000 Total session losses (5910) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #16 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 20 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 2.368 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s16.m1 Losses: |00001111122222333334444455556666677788889999 | 89% s16.m1 Breakdown: 1:99 2:97 3:100 4:99 5:93 6:87 7:85 8:65 9:88 10:82 Total:895/1000 s16.m2 Losses: |000001111122222333334444455556666677778888999 | 90% s16.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:97 7:94 8:72 9:93 10:52 Total:908/1000 s16.m3 Losses: |0000011111222233344455666777888889999 | 74% s16.m3 Breakdown: 1:100 2:100 3:94 4:55 5:53 6:55 7:60 8:50 9:99 10:74 Total:740/1000 s16.m4 Losses: |0000111112222233333444445555566666777778888899999 | 98% s16.m4 Breakdown: 1:99 2:100 3:100 4:98 5:99 6:96 7:96 8:100 9:100 10:100 Total:988/1000 s16.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s16.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s16.m6 Losses: |00000111122222333334444455556667777888999 | 83% s16.m6 Breakdown: 1:100 2:98 3:97 4:100 5:96 6:72 7:74 8:70 9:60 10:70 Total:837/1000 s16.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s16.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6368) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #17 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.1476 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s17.m1 Losses: |000001111 | 19% s17.m1 Breakdown: 1:100 2:85 3:12 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:197/1000 s17.m2 Losses: |00000111122222333344445555566666777778888999 | 88% s17.m2 Breakdown: 1:100 2:97 3:92 4:82 5:88 6:86 7:96 8:100 9:82 10:62 Total:885/1000 s17.m3 Losses: |0000111112222333334444555556666777888999 | 80% s17.m3 Breakdown: 1:99 2:92 3:88 4:93 5:87 6:87 7:83 8:66 9:55 10:59 Total:809/1000 s17.m4 Losses: |00001111122222333345 | 41% s17.m4 Breakdown: 1:99 2:98 3:96 4:70 5:33 6:23 7:0 8:0 9:0 10:0 Total:419/1000 s17.m5 Losses: |000001111122223333344444555666778 | 67% s17.m5 Breakdown: 1:100 2:100 3:91 4:100 5:100 6:66 7:49 8:49 9:13 10:10 Total:678/1000 s17.m6 Losses: |00001111222223333344445555566667788899 | 77% s17.m6 Breakdown: 1:83 2:84 3:93 4:100 5:97 6:89 7:75 8:51 9:50 10:50 Total:772/1000 s17.m7 Losses: |000011112223334445556667788899999 | 67% s17.m7 Breakdown: 1:92 2:78 3:59 4:67 5:50 6:70 7:56 8:45 9:62 10:98 Total:677/1000 s17.m8 Losses: |000001111222223333444455556666677777888889999 | 91% s17.m8 Breakdown: 1:100 2:97 3:97 4:85 5:72 6:87 7:97 8:93 9:95 10:95 Total:918/1000 s17.m9 Losses: |00001111122222333344445556678 | 58% s17.m9 Breakdown: 1:97 2:95 3:92 4:86 5:70 6:64 7:39 8:33 9:9 10:0 Total:585/1000 Total session losses (5940) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #18 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 26 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.504 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s18.m1 Losses: |00001111122222333334444455556666777788889999 | 89% s18.m1 Breakdown: 1:95 2:99 3:94 4:92 5:100 6:95 7:82 8:71 9:90 10:77 Total:895/1000 s18.m2 Losses: |00001111122222333334444555566677888999 | 77% s18.m2 Breakdown: 1:99 2:97 3:94 4:96 5:93 6:75 7:59 8:45 9:54 10:60 Total:772/1000 s18.m3 Losses: |0000011112222233334444455555666677778888899999 | 92% s18.m3 Breakdown: 1:100 2:99 3:85 4:94 5:96 6:89 7:78 8:93 9:100 10:88 Total:922/1000 s18.m4 Losses: |000001111222223334455566677778889999 | 72% s18.m4 Breakdown: 1:100 2:97 3:90 4:57 5:54 6:42 7:72 8:70 9:70 10:76 Total:728/1000 s18.m5 Losses: |0000011111222333444 | 38% s18.m5 Breakdown: 1:100 2:100 3:74 4:51 5:61 6:0 7:0 8:0 9:0 10:0 Total:386/1000 s18.m6 Losses: |0000111122233344445556667778889999 | 68% s18.m6 Breakdown: 1:94 2:70 3:64 4:70 5:78 6:49 7:68 8:55 9:66 10:67 Total:681/1000 s18.m7 Losses: |00001111122222333344445555566667777889999 | 82% s18.m7 Breakdown: 1:97 2:100 3:98 4:67 5:87 6:91 7:87 8:81 9:51 10:61 Total:820/1000 s18.m8 Losses: |000011112222333344555666777899 | 60% s18.m8 Breakdown: 1:95 2:79 3:82 4:83 5:38 6:54 7:66 8:45 9:26 10:32 Total:600/1000 s18.m9 Losses: |00001111122 | 23% s18.m9 Breakdown: 1:95 2:97 3:39 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:231/1000 Total session losses (6035) already exceed best session's losses (5900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #19 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s19.m1 Losses: |0000111122222333344455566667777888889999 | 81% s19.m1 Breakdown: 1:81 2:89 3:100 4:83 5:56 6:61 7:76 8:87 9:96 10:82 Total:811/1000 s19.m2 Losses: |000011112222333334444455556666677777888899999 | 90% s19.m2 Breakdown: 1:91 2:71 3:94 4:94 5:92 6:96 7:89 8:97 9:88 10:94 Total:906/1000 s19.m3 Losses: |000011122 | 19% s19.m3 Breakdown: 1:99 2:54 3:37 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:190/1000 s19.m4 Losses: |0000111122233444555667778899 | 57% s19.m4 Breakdown: 1:98 2:70 3:53 4:58 5:53 6:49 7:52 8:47 9:45 10:49 Total:574/1000 s19.m5 Losses: |00001111222233334444555666677788888 | 70% s19.m5 Breakdown: 1:93 2:81 3:70 4:80 5:82 6:71 7:67 8:75 9:83 10:3 Total:705/1000 s19.m6 Losses: |00001112 | 17% s19.m6 Breakdown: 1:98 2:51 3:27 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:176/1000 s19.m7 Losses: |0000111112222233344445556 | 51% s19.m7 Breakdown: 1:99 2:95 3:91 4:66 5:80 6:60 7:20 8:0 9:0 10:0 Total:511/1000 s19.m8 Losses: |000011122333445566677788999 | 54% s19.m8 Breakdown: 1:87 2:60 3:47 4:54 5:40 6:50 7:56 8:51 9:54 10:44 Total:543/1000 s19.m9 Losses: |000011111222233333444455555666667777 | 73% s19.m9 Breakdown: 1:95 2:87 3:94 4:92 5:91 6:94 7:93 8:88 9:0 10:0 Total:734/1000 s19.m10 Losses: |00000111122222333334444555566777788 | 70% s19.m10 Breakdown: 1:100 2:99 3:98 4:93 5:84 6:73 7:45 8:76 9:37 10:3 Total:708/1000 Session loss rate = 58% -- IMPROVED!!! (previous best was 59%) NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #20 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 26 nodes Learning Rate = 0.5262 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s20.m1 Losses: |000011111222223334445555566667777788889999 | 84% s20.m1 Breakdown: 1:97 2:98 3:100 4:60 5:63 6:88 7:90 8:90 9:86 10:74 Total:846/1000 s20.m2 Losses: |0011111222223333445555566677788899 | 68% s20.m2 Breakdown: 1:56 2:94 3:91 4:85 5:49 6:89 7:71 8:57 9:49 10:46 Total:687/1000 s20.m3 Losses: |00001111122222333344555667778899 | 65% s20.m3 Breakdown: 1:99 2:93 3:91 4:80 5:55 6:51 7:45 8:47 9:51 10:44 Total:656/1000 s20.m4 Losses: |00001122333444556677788999 | 52% s20.m4 Breakdown: 1:83 2:53 3:43 4:53 5:51 6:50 7:44 8:51 9:49 10:50 Total:527/1000 s20.m5 Losses: |000011112223 | 24% s20.m5 Breakdown: 1:89 2:83 3:55 4:19 5:0 6:0 7:0 8:0 9:0 10:0 Total:246/1000 s20.m6 Losses: |0000111112222233333444445555666667778899 | 80% s20.m6 Breakdown: 1:99 2:98 3:97 4:97 5:93 6:92 7:95 8:57 9:38 10:36 Total:802/1000 s20.m7 Losses: |00001111122222333344445555566666777 | 70% s20.m7 Breakdown: 1:98 2:92 3:96 4:91 5:73 6:94 7:96 8:63 9:0 10:0 Total:703/1000 s20.m8 Losses: |0000111122223334444455556666677778 | 69% s20.m8 Breakdown: 1:89 2:85 3:81 4:49 5:96 6:95 7:97 8:87 9:12 10:0 Total:691/1000 s20.m9 Losses: |000011111222223333344444555556666677777888899999 | 96% s20.m9 Breakdown: 1:98 2:99 3:100 4:97 5:98 6:96 7:98 8:94 9:96 10:91 Total:967/1000 Total session losses (6125) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #21 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 29 nodes Learning Rate = 0.4674 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s21.m1 Losses: |000011111222223333344444555566677778889999 | 85% s21.m1 Breakdown: 1:95 2:98 3:100 4:93 5:98 6:93 7:59 8:78 9:64 10:76 Total:854/1000 s21.m2 Losses: |0000111122223333444455555666667777888889999 | 86% s21.m2 Breakdown: 1:96 2:80 3:76 4:80 5:83 6:95 7:93 8:88 9:95 10:78 Total:864/1000 s21.m3 Losses: |000001111222223334 | 37% s21.m3 Breakdown: 1:100 2:99 3:81 4:67 5:28 6:0 7:0 8:0 9:0 10:0 Total:375/1000 s21.m4 Losses: |00001111122222333344444555566666777788899999 | 88% s21.m4 Breakdown: 1:96 2:98 3:86 4:91 5:93 6:91 7:88 8:86 9:67 10:86 Total:882/1000 s21.m5 Losses: |0000111122222333334444555556666677777888899999 | 93% s21.m5 Breakdown: 1:94 2:75 3:96 4:97 5:97 6:95 7:97 8:93 9:95 10:96 Total:935/1000 s21.m6 Losses: |00001111122223333344455555666777778889999 | 82% s21.m6 Breakdown: 1:99 2:95 3:83 4:86 5:64 6:95 7:77 8:83 9:77 10:67 Total:826/1000 s21.m7 Losses: |0000111112222233334444556667778899 | 69% s21.m7 Breakdown: 1:93 2:92 3:100 4:92 5:67 6:54 7:50 8:54 9:46 10:45 Total:693/1000 s21.m8 Losses: |000011111222233333444455566677788899 | 73% s21.m8 Breakdown: 1:84 2:98 3:96 4:97 5:72 6:69 7:55 8:62 9:50 10:55 Total:738/1000 Total session losses (6167) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #22 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 25 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s22.m1 Losses: |00001112222333344555566 | 46% s22.m1 Breakdown: 1:92 2:62 3:70 4:81 5:42 6:74 7:44 8:1 9:0 10:0 Total:466/1000 s22.m2 Losses: |00001111122334445557788 | 46% s22.m2 Breakdown: 1:98 2:82 3:50 4:44 5:59 6:47 7:18 8:28 9:40 10:0 Total:466/1000 s22.m3 Losses: |0000011112222233334444455556666777888889999 | 87% s22.m3 Breakdown: 1:100 2:99 3:90 4:89 5:82 6:97 7:63 8:78 9:89 10:85 Total:872/1000 s22.m4 Losses: |000011122333445556667788899 | 55% s22.m4 Breakdown: 1:90 2:58 3:51 4:43 5:53 6:59 7:53 8:51 9:45 10:53 Total:556/1000 s22.m5 Losses: |00001111122222333334444 | 47% s22.m5 Breakdown: 1:95 2:99 3:100 4:93 5:86 6:4 7:0 8:0 9:0 10:0 Total:477/1000 s22.m6 Losses: |000001111222223333344455566667778888 | 73% s22.m6 Breakdown: 1:100 2:98 3:96 4:92 5:68 6:53 7:74 8:77 9:71 10:10 Total:739/1000 s22.m7 Losses: |000011111222223333444445555666777888999 | 78% s22.m7 Breakdown: 1:94 2:93 3:96 4:96 5:89 6:85 7:61 8:54 9:59 10:53 Total:780/1000 s22.m8 Losses: |000011111222223333344444555556666677777888899999 | 97% s22.m8 Breakdown: 1:98 2:100 3:99 4:100 5:99 6:98 7:95 8:97 9:91 10:98 Total:975/1000 s22.m9 Losses: |0000111122333444467777788889999 | 62% s22.m9 Breakdown: 1:96 2:69 3:47 4:66 5:62 6:14 7:25 8:90 9:88 10:64 Total:621/1000 Total session losses (5952) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [max link wt] ****************************** Session #23 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 31 nodes Learning Rate = 0.363 Momentum = 0.7158 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 0.684 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s23.m1 Losses: |0000011112222233334444455555666677777888899999 | 92% s23.m1 Breakdown: 1:100 2:94 3:91 4:93 5:89 6:95 7:91 8:92 9:89 10:88 Total:922/1000 s23.m2 Losses: |000001111222223333444455555666777788889999 | 85% s23.m2 Breakdown: 1:100 2:94 3:87 4:87 5:83 6:89 7:71 8:75 9:83 10:85 Total:854/1000 s23.m3 Losses: |000011112223333444455566677788999 | 67% s23.m3 Breakdown: 1:87 2:79 3:71 4:79 5:72 6:65 7:55 8:53 9:54 10:64 Total:679/1000 s23.m4 Losses: |00000111112222233334444455666677788889999 | 83% s23.m4 Breakdown: 1:100 2:100 3:100 4:99 5:86 6:54 7:69 8:66 9:82 10:79 Total:835/1000 s23.m5 Losses: |0000011111222223333344444555556666677778888899999 | 99% s23.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:97 9:94 10:100 Total:991/1000 s23.m6 Losses: |0000111122222333334444455555666677777888889999 | 93% s23.m6 Breakdown: 1:84 2:94 3:99 4:95 5:98 6:97 7:90 8:93 9:92 10:90 Total:932/1000 s23.m7 Losses: |000112233344556667778899 | 49% s23.m7 Breakdown: 1:68 2:50 3:39 4:46 5:49 6:45 7:57 8:51 9:50 10:39 Total:494/1000 s23.m8 Losses: |00000111112222233333444445555566666777778888899999| 100% s23.m8 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6707) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #24 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 21 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -1.308 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s24.m1 Losses: |000001111122223333344444555556666677777888899999 | 96% s24.m1 Breakdown: 1:100 2:100 3:99 4:100 5:99 6:99 7:98 8:88 9:89 10:90 Total:962/1000 s24.m2 Losses: |000011111222223333344444555556666677778888899999 | 96% s24.m2 Breakdown: 1:98 2:100 3:100 4:100 5:99 6:99 7:94 8:88 9:94 10:91 Total:963/1000 s24.m3 Losses: |0000011112222233333444445555566667777788889999 | 93% s24.m3 Breakdown: 1:100 2:99 3:97 4:91 5:95 6:99 7:90 8:90 9:94 10:82 Total:937/1000 s24.m4 Losses: |00000111122222333344444555556666777788889999 | 88% s24.m4 Breakdown: 1:100 2:97 3:91 4:87 5:94 6:91 7:89 8:78 9:84 10:75 Total:886/1000 s24.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s24.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s24.m6 Losses: |00000111112222333334444455556666677777888899999 | 94% s24.m6 Breakdown: 1:100 2:100 3:98 4:95 5:90 6:90 7:94 8:95 9:96 10:86 Total:944/1000 s24.m7 Losses: |0000011111222223333344445555566666777778888899999 | 99% s24.m7 Breakdown: 1:100 2:100 3:100 4:100 5:97 6:99 7:100 8:100 9:99 10:97 Total:992/1000 Total session losses (6684) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #25 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 30 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 2.544 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s25.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s25.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s25.m2 Losses: |0000011111222223333344445555566666777778888899999 | 99% s25.m2 Breakdown: 1:100 2:100 3:100 4:100 5:98 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s25.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s25.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s25.m4 Losses: |00001111122223333444455555666778888899999 | 82% s25.m4 Breakdown: 1:96 2:88 3:92 4:75 5:84 6:87 7:65 8:48 9:96 10:97 Total:828/1000 s25.m5 Losses: |0000111112222233333444445555566666777778888899999 | 99% s25.m5 Breakdown: 1:99 2:100 3:100 4:100 5:99 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s25.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s25.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5824) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #26 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 15 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s26.m1 Losses: |00001111122222333444445555666667777888889999 | 88% s26.m1 Breakdown: 1:98 2:90 3:97 4:72 5:84 6:94 7:90 8:93 9:88 10:82 Total:888/1000 s26.m2 Losses: |00001111122223333444455555666677778888999 | 82% s26.m2 Breakdown: 1:87 2:97 3:80 4:84 5:89 6:84 7:85 8:82 9:75 10:66 Total:829/1000 s26.m3 Losses: |00001111222333344445556667777888999 | 70% s26.m3 Breakdown: 1:93 2:78 3:61 4:73 5:78 6:72 7:61 8:70 9:56 10:66 Total:708/1000 s26.m4 Losses: |000001111222223333344444555556666677778888899999 | 97% s26.m4 Breakdown: 1:100 2:99 3:100 4:98 5:97 6:98 7:95 8:92 9:99 10:98 Total:976/1000 s26.m5 Losses: |000011111222233334444555566667777888889999 | 85% s26.m5 Breakdown: 1:90 2:94 3:79 4:83 5:85 6:83 7:85 8:80 9:89 10:86 Total:854/1000 s26.m6 Losses: |0000111112222333334445555566677888899 | 74% s26.m6 Breakdown: 1:98 2:92 3:87 4:86 5:73 6:86 7:62 8:50 9:68 10:43 Total:745/1000 s26.m7 Losses: |000011111222223333344445555666667777888899999 | 90% s26.m7 Breakdown: 1:96 2:96 3:93 4:95 5:83 6:94 7:84 8:79 9:91 10:92 Total:903/1000 Total session losses (5903) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #27 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 29 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s27.m1 Losses: |0000011112223333444445 | 45% s27.m1 Breakdown: 1:100 2:87 3:66 4:86 5:89 6:31 7:0 8:0 9:0 10:0 Total:459/1000 s27.m2 Losses: |00001111122223333444455556666777888 | 71% s27.m2 Breakdown: 1:99 2:95 3:74 4:73 5:89 6:77 7:89 8:62 9:59 10:0 Total:717/1000 s27.m3 Losses: |00001111122233334444555666677778888999 | 76% s27.m3 Breakdown: 1:97 2:86 3:73 4:75 5:69 6:70 7:74 8:78 9:83 10:59 Total:764/1000 s27.m4 Losses: |000011112223333444555666677778888999 | 72% s27.m4 Breakdown: 1:95 2:70 3:61 4:86 5:63 6:62 7:71 8:77 9:76 10:66 Total:727/1000 s27.m5 Losses: |00000111122222333334444555556666677777888889999 | 94% s27.m5 Breakdown: 1:100 2:97 3:100 4:93 5:83 6:100 7:99 8:97 9:92 10:88 Total:949/1000 s27.m6 Losses: |00001111122222333344445555667 | 59% s27.m6 Breakdown: 1:93 2:90 3:98 4:98 5:77 6:67 7:38 8:32 9:0 10:0 Total:593/1000 s27.m7 Losses: |00001111122223344455666778899 | 59% s27.m7 Breakdown: 1:99 2:93 3:69 4:57 5:44 6:45 7:54 8:52 9:40 10:45 Total:598/1000 s27.m8 Losses: |0000111112222233333444445555566667777888899999 | 93% s27.m8 Breakdown: 1:95 2:97 3:100 4:98 5:96 6:96 7:96 8:74 9:85 10:95 Total:932/1000 s27.m9 Losses: |000011111222333444445555566666777778888899999 | 90% s27.m9 Breakdown: 1:95 2:95 3:59 4:65 5:99 6:100 7:93 8:100 9:100 10:99 Total:905/1000 Total session losses (6644) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [encouragement] [max link wt] ****************************** Session #28 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.213 Momentum = 0.801 Encouragement = 0.0944 Minimum weight = -2.752 Maximum weight = 3.508 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s28.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s28.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s28.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s28.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s28.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s28.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s28.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [encouragement] ****************************** Session #29 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.1152 Momentum = 0.801 Encouragement = 0.153 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s29.m1 Losses: |00001112222233334444555566667777888999 | 76% s29.m1 Breakdown: 1:92 2:65 3:100 4:79 5:78 6:77 7:87 8:71 9:56 10:57 Total:762/1000 s29.m2 Losses: |0000011112222333334444555566666777778888899999 | 93% s29.m2 Breakdown: 1:100 2:88 3:86 4:92 5:84 6:83 7:100 8:100 9:100 10:100 Total:933/1000 s29.m3 Losses: |0000011111222223333444555667778889999 | 75% s29.m3 Breakdown: 1:100 2:100 3:100 4:93 5:59 6:55 7:50 8:54 9:65 10:74 Total:750/1000 s29.m4 Losses: |0000011112 | 21% s29.m4 Breakdown: 1:100 2:87 3:23 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:210/1000 s29.m5 Losses: |00000111112222233333444445555566666777788899999 | 95% s29.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:87 9:72 10:100 Total:959/1000 s29.m6 Losses: |000011111222223333344444555556666677777888899999 | 96% s29.m6 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:93 8:91 9:94 10:87 Total:964/1000 s29.m7 Losses: |00 | 4% s29.m7 Breakdown: 1:48 2:0 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:48/1000 s29.m8 Losses: |0000011111222223333444445555566666777788889 | 87% s29.m8 Breakdown: 1:100 2:100 3:100 4:97 5:96 6:99 7:93 8:84 9:78 10:32 Total:879/1000 s29.m9 Losses: |000001111122223333344445555666667777888889999 | 91% s29.m9 Breakdown: 1:100 2:100 3:98 4:94 5:86 6:80 7:88 8:91 9:90 10:85 Total:912/1000 Total session losses (6417) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [max link wt] ****************************** Session #30 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.966 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.16 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s30.m1 Losses: |0000111112222333334444455556666677777888889999 | 93% s30.m1 Breakdown: 1:96 2:87 3:93 4:96 5:97 6:90 7:97 8:94 9:93 10:90 Total:933/1000 s30.m2 Losses: |00001111122222333344444555556666677778888899999 | 94% s30.m2 Breakdown: 1:96 2:93 3:94 4:93 5:96 6:99 7:94 8:94 9:93 10:97 Total:949/1000 s30.m3 Losses: |000011111222223333344444555556666777778888899999 | 96% s30.m3 Breakdown: 1:99 2:100 3:100 4:97 5:96 6:94 7:92 8:96 9:96 10:95 Total:965/1000 s30.m4 Losses: |00000111112222333334444455556666677777888899999 | 94% s30.m4 Breakdown: 1:100 2:100 3:96 4:96 5:93 6:93 7:93 8:93 9:91 10:93 Total:948/1000 s30.m5 Losses: |0000011112222233333444445555566666777778888899999 | 98% s30.m5 Breakdown: 1:100 2:99 3:99 4:100 5:100 6:100 7:97 8:96 9:96 10:93 Total:980/1000 s30.m6 Losses: |00001111122222333334444555556666777778888899999 | 95% s30.m6 Breakdown: 1:99 2:96 3:95 4:95 5:89 6:88 7:93 8:100 9:100 10:99 Total:954/1000 s30.m7 Losses: |0000011112222233333444445555566666777778888899999 | 98% s30.m7 Breakdown: 1:100 2:98 3:99 4:97 5:100 6:100 7:99 8:98 9:97 10:94 Total:982/1000 Total session losses (6711) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #31 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 15 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.752 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s31.m1 Losses: |00001111222223333444445555666667777888889999 | 88% s31.m1 Breakdown: 1:82 2:90 3:89 4:92 5:90 6:89 7:92 8:90 9:86 10:88 Total:888/1000 s31.m2 Losses: |00000111122222333334444455556667777788889999 | 89% s31.m2 Breakdown: 1:100 2:99 3:95 4:92 5:97 6:83 7:70 8:94 9:87 10:82 Total:899/1000 s31.m3 Losses: |0000111112222333344444555566667777788889999 | 87% s31.m3 Breakdown: 1:90 2:90 3:91 4:87 5:82 6:87 7:89 8:86 9:87 10:86 Total:875/1000 s31.m4 Losses: |00001111122223333344455556666 | 59% s31.m4 Breakdown: 1:98 2:84 3:94 4:91 5:68 6:80 7:73 8:3 9:0 10:0 Total:591/1000 s31.m5 Losses: |0000111112222233333444445555666677 | 69% s31.m5 Breakdown: 1:99 2:96 3:90 4:99 5:98 6:96 7:68 8:47 9:0 10:0 Total:693/1000 s31.m6 Losses: |000011111222223333444445555666 | 61% s31.m6 Breakdown: 1:93 2:97 3:97 4:87 5:89 6:87 7:66 8:0 9:0 10:0 Total:616/1000 s31.m7 Losses: |0000111112222233334444455555666677777888899999 | 93% s31.m7 Breakdown: 1:97 2:93 3:94 4:94 5:96 6:96 7:88 8:87 9:91 10:95 Total:931/1000 s31.m8 Losses: |00001111122223333444445555566667777888889999 | 88% s31.m8 Breakdown: 1:86 2:94 3:90 4:89 5:94 6:90 7:88 8:85 9:93 10:80 Total:889/1000 Total session losses (6382) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #32 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.594 Encouragement = 0.1174 Minimum weight = -1.576 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s32.m1 Losses: |000001111122222333334444555556666677777888889999 | 97% s32.m1 Breakdown: 1:100 2:100 3:100 4:100 5:96 6:94 7:97 8:95 9:98 10:93 Total:973/1000 s32.m2 Losses: |0000011111222223333344444555566666777778888899999 | 98% s32.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:97 8:96 9:95 10:93 Total:980/1000 s32.m3 Losses: |000011111222233333444445555566667777788889999 | 91% s32.m3 Breakdown: 1:94 2:89 3:93 4:93 5:95 6:96 7:93 8:91 9:88 10:81 Total:913/1000 s32.m4 Losses: |0000011111222223333344444555556666677778888899999 | 99% s32.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:99 9:94 10:100 Total:993/1000 s32.m5 Losses: |00001111122222333344 | 41% s32.m5 Breakdown: 1:98 2:96 3:92 4:79 5:54 6:0 7:0 8:0 9:0 10:0 Total:419/1000 s32.m6 Losses: |0000111112222233333444445555566666777778888999 | 93% s32.m6 Breakdown: 1:99 2:96 3:99 4:100 5:100 6:99 7:96 8:92 9:88 10:68 Total:937/1000 s32.m7 Losses: |0000011111222223333344444555556666777778888899999 | 98% s32.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:95 9:94 10:93 Total:980/1000 Total session losses (6195) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [min link wt] ****************************** Session #33 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.549 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.332 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s33.m1 Losses: |00001112333344444555566667 | 53% s33.m1 Breakdown: 1:97 2:46 3:32 4:80 5:92 6:80 7:81 8:28 9:0 10:0 Total:536/1000 s33.m2 Losses: |00001111122222333344444555556666677778888899999 | 94% s33.m2 Breakdown: 1:98 2:96 3:93 4:92 5:97 6:94 7:93 8:90 9:93 10:95 Total:941/1000 s33.m3 Losses: |000011112222333 | 31% s33.m3 Breakdown: 1:88 2:75 3:85 4:65 5:0 6:0 7:0 8:0 9:0 10:0 Total:313/1000 s33.m4 Losses: |000011112222233333444455555666677777888889999 | 91% s33.m4 Breakdown: 1:84 2:91 3:95 4:92 5:89 6:97 7:91 8:90 9:91 10:93 Total:913/1000 s33.m5 Losses: |00001111122222333344444555556666677778888899999 | 94% s33.m5 Breakdown: 1:99 2:94 3:95 4:91 5:95 6:92 7:95 8:93 9:94 10:96 Total:944/1000 s33.m6 Losses: |00001111122222333334444455555666677777888889999 | 95% s33.m6 Breakdown: 1:99 2:100 3:98 4:96 5:95 6:95 7:92 8:93 9:96 10:95 Total:959/1000 s33.m7 Losses: |000001111122223333344444555556666777778888899999 | 96% s33.m7 Breakdown: 1:100 2:100 3:98 4:99 5:94 6:90 7:97 8:96 9:96 10:97 Total:967/1000 s33.m8 Losses: |0000011112222233333444455555666667777788888999 | 93% s33.m8 Breakdown: 1:100 2:91 3:98 4:91 5:96 6:96 7:94 8:98 9:100 10:66 Total:930/1000 Total session losses (6503) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #34 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -1.248 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s34.m1 Losses: |000001111222223333444445555566666777788889999 | 90% s34.m1 Breakdown: 1:100 2:92 3:96 4:89 5:95 6:97 7:99 8:90 9:76 10:71 Total:905/1000 s34.m2 Losses: |000011111222223333344444555556666677777888889999 | 97% s34.m2 Breakdown: 1:95 2:100 3:100 4:100 5:100 6:98 7:95 8:96 9:97 10:96 Total:977/1000 s34.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s34.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s34.m4 Losses: |0000011112222233333444445555566667777888889999 | 93% s34.m4 Breakdown: 1:100 2:99 3:97 4:96 5:95 6:93 7:89 8:90 9:91 10:86 Total:936/1000 s34.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s34.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s34.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s34.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5818) already exceed best session's losses (5800, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #35 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s35.m1 Losses: |000011111222223334455667 | 48% s35.m1 Breakdown: 1:99 2:92 3:95 4:72 5:32 6:36 7:43 8:16 9:0 10:0 Total:485/1000 s35.m2 Losses: |000001111122222333344445556666677788 | 72% s35.m2 Breakdown: 1:100 2:100 3:100 4:92 5:76 6:71 7:82 8:65 9:39 10:0 Total:725/1000 s35.m3 Losses: |000001112222333344455566777888899999 | 72% s35.m3 Breakdown: 1:100 2:78 3:73 4:72 5:68 6:55 7:43 8:61 9:79 10:94 Total:723/1000 s35.m4 Losses: |00001111122223333444455566 | 52% s35.m4 Breakdown: 1:97 2:92 3:84 4:85 5:77 6:57 7:35 8:0 9:0 10:0 Total:527/1000 s35.m5 Losses: |000001111222223333344444555556666677778889999 | 90% s35.m5 Breakdown: 1:100 2:95 3:97 4:99 5:100 6:91 7:98 8:91 9:64 10:72 Total:907/1000 s35.m6 Losses: |00001111222 | 23% s35.m6 Breakdown: 1:99 2:66 3:67 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:232/1000 s35.m7 Losses: |00001111222234 | 28% s35.m7 Breakdown: 1:94 2:69 3:90 4:26 5:10 6:0 7:0 8:0 9:0 10:0 Total:289/1000 s35.m8 Losses: |000011112222333344444555666677788889999 | 79% s35.m8 Breakdown: 1:82 2:83 3:79 4:91 5:93 6:71 7:64 8:72 9:75 10:82 Total:792/1000 s35.m9 Losses: |00001111222233334444455556666777788889 | 77% s35.m9 Breakdown: 1:90 2:71 3:80 4:89 5:95 6:86 7:78 8:89 9:72 10:25 Total:775/1000 s35.m10 Losses: |00000111122222333 | 34% s35.m10 Breakdown: 1:100 2:99 3:82 4:59 5:0 6:0 7:0 8:0 9:0 10:0 Total:340/1000 Session loss rate = 57% -- IMPROVED!!! (previous best was 58%) NN Arch mutating: [# hidden nodes] [encouragement] [min link wt] ****************************** Session #36 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 37 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.147 Minimum weight = -5.3 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s36.m1 Losses: |0000011112222233333444445555566666777778888899999 | 99% s36.m1 Breakdown: 1:100 2:98 3:100 4:99 5:100 6:99 7:98 8:100 9:100 10:100 Total:994/1000 s36.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s36.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s36.m3 Losses: |00011222333445 | 29% s36.m3 Breakdown: 1:65 2:44 3:70 4:52 5:46 6:17 7:0 8:0 9:0 10:0 Total:294/1000 s36.m4 Losses: |0000011222334445555566666777778888899999 | 81% s36.m4 Breakdown: 1:100 2:54 3:46 4:55 5:63 6:100 7:100 8:100 9:100 10:100 Total:818/1000 s36.m5 Losses: |0000011112222233333444455555666677777888899999 | 92% s36.m5 Breakdown: 1:100 2:97 3:95 4:91 5:93 6:84 7:91 8:90 9:90 10:89 Total:920/1000 s36.m6 Losses: |0000011122222333344444555556666777778888899999 | 92% s36.m6 Breakdown: 1:100 2:74 3:91 4:94 5:92 6:92 7:96 8:94 9:96 10:97 Total:926/1000 s36.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s36.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5952) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #37 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 26 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.524 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s37.m1 Losses: |0000111112222233333444455555666677777888899999 | 92% s37.m1 Breakdown: 1:96 2:95 3:98 4:93 5:85 6:94 7:89 8:96 9:87 10:92 Total:925/1000 s37.m2 Losses: |000011111222333344444555566666777888999 | 79% s37.m2 Breakdown: 1:89 2:97 3:73 4:75 5:86 6:88 7:92 8:67 9:58 10:67 Total:792/1000 s37.m3 Losses: |00001112233344455566677788999 | 58% s37.m3 Breakdown: 1:92 2:50 3:51 4:52 5:63 6:69 7:50 8:60 9:49 10:46 Total:582/1000 s37.m4 Losses: |0000111112222233333444455555666677778888899999 | 92% s37.m4 Breakdown: 1:98 2:95 3:99 4:97 5:80 6:95 7:92 8:82 9:93 10:90 Total:921/1000 s37.m5 Losses: |0000111222233333444455566678899 | 63% s37.m5 Breakdown: 1:91 2:50 3:89 4:90 5:85 6:62 7:54 8:37 9:41 10:34 Total:633/1000 s37.m6 Losses: |0000111112222233334444455555666677778888899999 | 92% s37.m6 Breakdown: 1:94 2:91 3:97 4:95 5:96 6:95 7:80 8:87 9:92 10:93 Total:920/1000 s37.m7 Losses: |000011111222233333444455555666667777888899999 | 91% s37.m7 Breakdown: 1:99 2:83 3:94 4:94 5:87 6:88 7:95 8:95 9:79 10:96 Total:910/1000 s37.m8 Losses: |0000011111222223333444556 | 50% s37.m8 Breakdown: 1:100 2:100 3:100 4:86 5:55 6:58 7:3 8:0 9:0 10:0 Total:502/1000 Total session losses (6185) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #38 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 28 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.072 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s38.m1 Losses: |000001111222223333344444555566677788999 | 79% s38.m1 Breakdown: 1:100 2:96 3:94 4:98 5:99 6:79 7:65 8:50 9:56 10:53 Total:790/1000 s38.m2 Losses: |0000011112222233333444445555566666777778888899999 | 98% s38.m2 Breakdown: 1:100 2:98 3:99 4:99 5:100 6:100 7:99 8:97 9:97 10:97 Total:986/1000 s38.m3 Losses: |00000111112222233334444455556677788999 | 76% s38.m3 Breakdown: 1:100 2:100 3:100 4:96 5:97 6:67 7:50 8:50 9:54 10:54 Total:768/1000 s38.m4 Losses: |00001111122222333334444 | 46% s38.m4 Breakdown: 1:95 2:97 3:99 4:98 5:71 6:0 7:0 8:0 9:0 10:0 Total:460/1000 s38.m5 Losses: |0000111112222333334444455556667777888899 | 80% s38.m5 Breakdown: 1:92 2:88 3:94 4:95 5:95 6:87 7:67 8:80 9:71 10:40 Total:809/1000 s38.m6 Losses: |0000011111222233333444445555566666777778888899999 | 99% s38.m6 Breakdown: 1:100 2:100 3:97 4:100 5:99 6:100 7:99 8:100 9:100 10:100 Total:995/1000 s38.m7 Losses: |000011111222223333444445555666677778888899999 | 90% s38.m7 Breakdown: 1:94 2:96 3:100 4:82 5:88 6:96 7:79 8:83 9:96 10:89 Total:903/1000 Total session losses (5711) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [max link wt] ****************************** Session #39 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 33 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1888 Minimum weight = -3.424 Maximum weight = -0.012 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s39.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s39.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s39.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s39.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s39.m3 Losses: |0000111112222233333444445555566666777778888899999 | 98% s39.m3 Breakdown: 1:98 2:100 3:99 4:99 5:99 6:98 7:97 8:98 9:93 10:100 Total:981/1000 s39.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s39.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s39.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s39.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s39.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s39.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5981) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #40 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.204 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s40.m1 Losses: |000001111222233334444455 | 48% s40.m1 Breakdown: 1:100 2:96 3:79 4:84 5:82 6:43 7:0 8:0 9:0 10:0 Total:484/1000 s40.m2 Losses: |000111112222333444455567 | 49% s40.m2 Breakdown: 1:68 2:92 3:84 4:68 5:87 6:56 7:24 8:15 9:0 10:0 Total:494/1000 s40.m3 Losses: |000011111222223334444555666677777888889999 | 85% s40.m3 Breakdown: 1:85 2:99 3:96 4:73 5:76 6:69 7:80 8:88 9:96 10:88 Total:850/1000 s40.m4 Losses: |00001111122222333344445555666667777888899999 | 89% s40.m4 Breakdown: 1:93 2:95 3:100 4:80 5:81 6:81 7:94 8:88 9:87 10:93 Total:892/1000 s40.m5 Losses: |00000111122 | 23% s40.m5 Breakdown: 1:100 2:99 3:40 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:239/1000 s40.m6 Losses: |000001111222223333344444555566667777888889999 | 91% s40.m6 Breakdown: 1:100 2:93 3:100 4:100 5:98 6:71 7:97 8:65 9:98 10:91 Total:913/1000 s40.m7 Losses: |000011112233344455566777888889999 | 67% s40.m7 Breakdown: 1:97 2:66 3:50 4:55 5:57 6:55 7:42 8:74 9:85 10:90 Total:671/1000 s40.m8 Losses: |000001111222223333344445555566777788999 | 78% s40.m8 Breakdown: 1:100 2:99 3:100 4:86 5:93 6:82 7:56 8:64 9:55 10:50 Total:785/1000 s40.m9 Losses: |00001111122223333344444555556666677777888899999 | 95% s40.m9 Breakdown: 1:99 2:92 3:77 4:97 5:99 6:99 7:100 8:97 9:97 10:95 Total:952/1000 Total session losses (6280) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [encouragement] ****************************** Session #41 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 35 nodes Learning Rate = 0.363 Momentum = 0.9318 Encouragement = 0.0948 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s41.m1 Losses: |00001111122222333344444555556666677777888889999 | 95% s41.m1 Breakdown: 1:96 2:95 3:95 4:92 5:93 6:97 7:99 8:98 9:97 10:88 Total:950/1000 s41.m2 Losses: |0000011112222333334444455555666677777888899999 | 93% s41.m2 Breakdown: 1:100 2:91 3:85 4:97 5:94 6:96 7:87 8:94 9:92 10:95 Total:931/1000 s41.m3 Losses: |000011111222223333344444555556666677778888899999 | 97% s41.m3 Breakdown: 1:98 2:98 3:97 4:98 5:96 6:99 7:99 8:92 9:100 10:95 Total:972/1000 s41.m4 Losses: |0000011112222233333444445555566667777888889999 | 93% s41.m4 Breakdown: 1:100 2:99 3:99 4:94 5:97 6:91 7:83 8:92 9:97 10:85 Total:937/1000 s41.m5 Losses: |000011112222333444455556 | 49% s41.m5 Breakdown: 1:97 2:79 3:65 4:59 5:90 6:84 7:19 8:0 9:0 10:0 Total:493/1000 s41.m6 Losses: |000011112222233333444455555666667777888889999 | 91% s41.m6 Breakdown: 1:94 2:85 3:95 4:94 5:90 6:92 7:96 8:90 9:91 10:85 Total:912/1000 s41.m7 Losses: |000011111222233334445566677888999 | 66% s41.m7 Breakdown: 1:95 2:100 3:84 4:68 5:62 6:48 7:46 8:52 9:48 10:59 Total:662/1000 Total session losses (5857) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #42 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 25 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s42.m1 Losses: |0000111112222233334444455556666677778888899999 | 92% s42.m1 Breakdown: 1:96 2:99 3:87 4:87 5:97 6:88 7:90 8:92 9:88 10:96 Total:920/1000 s42.m2 Losses: |0000011111222223333444445555666677778888999 | 86% s42.m2 Breakdown: 1:100 2:100 3:100 4:86 5:96 6:88 7:70 8:81 9:84 10:63 Total:868/1000 s42.m3 Losses: |000011111222233334445566 | 48% s42.m3 Breakdown: 1:85 2:97 3:88 4:70 5:62 6:49 7:30 8:0 9:0 10:0 Total:481/1000 s42.m4 Losses: |00001111122222333344444555556666677777888899999 | 95% s42.m4 Breakdown: 1:92 2:92 3:98 4:96 5:98 6:96 7:97 8:91 9:99 10:95 Total:954/1000 s42.m5 Losses: |00000111122222333334444455555666677777888899999 | 95% s42.m5 Breakdown: 1:100 2:95 3:98 4:98 5:96 6:95 7:92 8:93 9:89 10:96 Total:952/1000 s42.m6 Losses: |000011112222233333444455566677777888889999 | 85% s42.m6 Breakdown: 1:95 2:83 3:91 4:92 5:92 6:65 7:59 8:97 9:91 10:93 Total:858/1000 s42.m7 Losses: |000001112233333444456667788899999 | 66% s42.m7 Breakdown: 1:100 2:71 3:47 4:88 5:83 6:27 7:56 8:33 9:71 10:84 Total:660/1000 s42.m8 Losses: |000011111222233334444455556666777 | 66% s42.m8 Breakdown: 1:96 2:94 3:72 4:90 5:95 6:85 7:72 8:57 9:0 10:0 Total:661/1000 Total session losses (6354) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #43 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.616 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s43.m1 Losses: |000011111222233333444445555666667777888899999 | 90% s43.m1 Breakdown: 1:90 2:92 3:93 4:88 5:97 6:93 7:94 8:89 9:82 10:87 Total:905/1000 s43.m2 Losses: |00001111122222333334445555666677788889999 | 83% s43.m2 Breakdown: 1:98 2:100 3:100 4:87 5:72 6:75 7:78 8:69 9:74 10:83 Total:836/1000 s43.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s43.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s43.m4 Losses: |0000011111222223333344444555556666677777888889999 | 99% s43.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:99 Total:999/1000 s43.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s43.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s43.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s43.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5740) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [encouragement] [max link wt] ****************************** Session #44 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 23 nodes Learning Rate = 0.363 Momentum = 0.8502 Encouragement = 0.1604 Minimum weight = -3.424 Maximum weight = 0.584 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s44.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s44.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s44.m2 Losses: |00000111112222233333444555556666677777888889999 | 95% s44.m2 Breakdown: 1:100 2:100 3:100 4:100 5:75 6:97 7:96 8:99 9:94 10:96 Total:957/1000 s44.m3 Losses: |0000111112222233333444445555666667777888889999 | 93% s44.m3 Breakdown: 1:92 2:98 3:98 4:99 5:97 6:91 7:91 8:92 9:88 10:92 Total:938/1000 s44.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s44.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s44.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s44.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s44.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s44.m6 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 Total session losses (5894) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #45 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.363 Momentum = 0.6084 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s45.m1 Losses: |00001111222223333444445555566667777888899999 | 88% s45.m1 Breakdown: 1:90 2:79 3:98 4:92 5:99 6:95 7:79 8:84 9:80 10:89 Total:885/1000 s45.m2 Losses: |0000111122223333444555556667778899 | 69% s45.m2 Breakdown: 1:91 2:81 3:74 4:78 5:75 6:84 7:66 8:51 9:43 10:51 Total:694/1000 s45.m3 Losses: |0000111122333 | 27% s45.m3 Breakdown: 1:99 2:69 3:50 4:48 5:6 6:0 7:0 8:0 9:0 10:0 Total:272/1000 s45.m4 Losses: |0000111112222233333444455556677778888999 | 81% s45.m4 Breakdown: 1:97 2:100 3:100 4:96 5:84 6:65 7:57 8:75 9:76 10:65 Total:815/1000 s45.m5 Losses: |000001111222223333444455556 | 55% s45.m5 Breakdown: 1:100 2:99 3:93 4:70 5:88 6:77 7:30 8:0 9:0 10:0 Total:557/1000 s45.m6 Losses: |0000111112222233333444445556 | 57% s45.m6 Breakdown: 1:96 2:100 3:94 4:100 5:90 6:70 7:21 8:0 9:0 10:0 Total:571/1000 s45.m7 Losses: |00000111122223444455556666777778888999 | 76% s45.m7 Breakdown: 1:100 2:97 3:71 4:30 5:78 6:78 7:79 8:89 9:83 10:58 Total:763/1000 s45.m8 Losses: |0000011111222223333344444555566666777788899 | 87% s45.m8 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:96 7:87 8:85 9:63 10:46 Total:877/1000 s45.m9 Losses: |0000111112222233334 | 38% s45.m9 Breakdown: 1:91 2:98 3:100 4:82 5:10 6:0 7:0 8:0 9:0 10:0 Total:381/1000 Total session losses (5815) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [momentum] [max link wt] ****************************** Session #46 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.1764 Momentum = 0.9948 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.972 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s46.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s46.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s46.m2 Losses: |000001111222223333344444555556666677777888889999 | 97% s46.m2 Breakdown: 1:100 2:98 3:98 4:100 5:97 6:96 7:99 8:99 9:96 10:95 Total:978/1000 s46.m3 Losses: |0000111112222233333444445555566666777778888899999 | 99% s46.m3 Breakdown: 1:99 2:99 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s46.m4 Losses: |000011111222223333344444555556666677778888899999 | 97% s46.m4 Breakdown: 1:99 2:98 3:97 4:98 5:96 6:97 7:97 8:97 9:98 10:98 Total:975/1000 s46.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s46.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s46.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s46.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5951) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #47 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 34 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s47.m1 Losses: |000011112 | 19% s47.m1 Breakdown: 1:96 2:71 3:25 4:5 5:0 6:0 7:0 8:0 9:0 10:0 Total:197/1000 s47.m2 Losses: |000011111222223333344445566677788899 | 72% s47.m2 Breakdown: 1:99 2:100 3:99 4:97 5:79 6:45 7:50 8:56 9:56 10:48 Total:729/1000 s47.m3 Losses: |000001111222233 | 31% s47.m3 Breakdown: 1:100 2:89 3:85 4:39 5:0 6:0 7:0 8:0 9:0 10:0 Total:313/1000 s47.m4 Losses: |000001111222223333344445555666677777888899999 | 91% s47.m4 Breakdown: 1:100 2:99 3:96 4:97 5:73 6:88 7:84 8:96 9:85 10:96 Total:914/1000 s47.m5 Losses: |0000111112222233444556789 | 50% s47.m5 Breakdown: 1:98 2:100 3:93 4:41 5:62 6:33 7:24 8:14 9:26 10:16 Total:507/1000 s47.m6 Losses: |0000111222333444555566667777888889999 | 75% s47.m6 Breakdown: 1:83 2:61 3:73 4:59 5:56 6:68 7:94 8:79 9:89 10:93 Total:755/1000 s47.m7 Losses: |000111122222333444 | 36% s47.m7 Breakdown: 1:79 2:73 3:90 4:60 5:66 6:0 7:0 8:0 9:0 10:0 Total:368/1000 s47.m8 Losses: |00001112222233344555667788899 | 59% s47.m8 Breakdown: 1:87 2:59 3:99 4:57 5:53 6:45 7:45 8:46 9:58 10:48 Total:597/1000 s47.m9 Losses: |00000111122222333344444555566666777788888 | 82% s47.m9 Breakdown: 1:100 2:99 3:92 4:79 5:91 6:96 7:84 8:95 9:87 10:4 Total:827/1000 s47.m10 Losses: |00001111122222333444555667 | 52% s47.m10 Breakdown: 1:95 2:95 3:97 4:63 5:68 6:59 7:39 8:4 9:0 10:0 Total:520/1000 Session loss rate = 57% -- stayed within 0% NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #48 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 37 nodes Learning Rate = 0.363 Momentum = 0.9564 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s48.m1 Losses: |00000111112222233333444445555566666777788888999 | 94% s48.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:98 9:90 10:55 Total:943/1000 s48.m2 Losses: |000011111222223333344444555556666677778888899999 | 96% s48.m2 Breakdown: 1:99 2:100 3:100 4:98 5:98 6:94 7:93 8:95 9:93 10:95 Total:965/1000 s48.m3 Losses: |00000111122222333334444555556666677777888899999 | 95% s48.m3 Breakdown: 1:100 2:95 3:93 4:94 5:96 6:96 7:97 8:89 9:98 10:99 Total:957/1000 s48.m4 Losses: |000011111222223333344444555556666677777888889999 | 97% s48.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:98 8:97 9:98 10:80 Total:972/1000 s48.m5 Losses: |00000111122223333344444555566666777778888899999 | 94% s48.m5 Breakdown: 1:100 2:92 3:78 4:98 5:93 6:95 7:99 8:100 9:98 10:91 Total:944/1000 s48.m6 Losses: |000001111122233444566677778888899999 | 72% s48.m6 Breakdown: 1:100 2:100 3:61 4:51 5:49 6:36 7:50 8:92 9:97 10:93 Total:729/1000 s48.m7 Losses: |0000111122223333444455556666677778888899999 | 86% s48.m7 Breakdown: 1:97 2:66 3:93 4:73 5:86 6:84 7:92 8:88 9:93 10:92 Total:864/1000 Total session losses (6374) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [min link wt] [max link wt] ****************************** Session #49 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 34 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1232 Minimum weight = -3.784 Maximum weight = 3.02 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s49.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s49.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s49.m2 Losses: |00000111122222333334444455556666677777888889999 | 95% s49.m2 Breakdown: 1:100 2:95 3:100 4:100 5:92 6:92 7:85 8:96 9:100 10:95 Total:955/1000 s49.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s49.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s49.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s49.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s49.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s49.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s49.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s49.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5955) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #50 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 41 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s50.m1 Losses: |00000111112222233344445556 | 53% s50.m1 Breakdown: 1:100 2:100 3:100 4:63 5:81 6:63 7:28 8:0 9:0 10:0 Total:535/1000 s50.m2 Losses: |00000111222223333344445555 | 52% s50.m2 Breakdown: 1:100 2:78 3:89 4:96 5:87 6:75 7:0 8:0 9:0 10:0 Total:525/1000 s50.m3 Losses: |0000111122233344445555666677777888899999 | 80% s50.m3 Breakdown: 1:91 2:72 3:72 4:64 5:61 6:85 7:90 8:91 9:88 10:88 Total:802/1000 s50.m4 Losses: |00011122223344455667778899 | 53% s50.m4 Breakdown: 1:74 2:62 3:64 4:53 5:49 6:45 7:50 8:46 9:52 10:44 Total:539/1000 s50.m5 Losses: |00001112222333 | 29% s50.m5 Breakdown: 1:84 2:70 3:74 4:65 5:2 6:0 7:0 8:0 9:0 10:0 Total:295/1000 s50.m6 Losses: |0000011112222333334455 | 44% s50.m6 Breakdown: 1:100 2:96 3:80 4:89 5:52 6:25 7:0 8:0 9:0 10:0 Total:442/1000 s50.m7 Losses: |0000111112222333334444455555666677778889999 | 87% s50.m7 Breakdown: 1:92 2:90 3:97 4:99 5:98 6:93 7:76 8:78 9:73 10:77 Total:873/1000 s50.m8 Losses: |000001111122222333334444455555666667777788889999 | 97% s50.m8 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:88 10:90 Total:978/1000 s50.m9 Losses: |00000111222333344555566777788889999 | 70% s50.m9 Breakdown: 1:100 2:60 3:78 4:67 5:51 6:64 7:55 8:66 9:90 10:78 Total:709/1000 s50.m10 Losses: |0000111112222333344445556 | 51% s50.m10 Breakdown: 1:98 2:87 3:78 4:94 5:81 6:43 7:32 8:0 9:0 10:0 Total:513/1000 Session loss rate = 62% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #51 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 25 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s51.m1 Losses: |00000111112233 | 28% s51.m1 Breakdown: 1:100 2:100 3:56 4:27 5:0 6:0 7:0 8:0 9:0 10:0 Total:283/1000 s51.m2 Losses: |0001 | 8% s51.m2 Breakdown: 1:65 2:16 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:81/1000 s51.m3 Losses: |000111112222233333444455556666677778888899999 | 90% s51.m3 Breakdown: 1:74 2:87 3:100 4:99 5:96 6:82 7:84 8:90 9:93 10:98 Total:903/1000 s51.m4 Losses: |0000111112222233334444455556666677778888899999 | 92% s51.m4 Breakdown: 1:96 2:96 3:94 4:91 5:94 6:88 7:89 8:89 9:95 10:91 Total:923/1000 s51.m5 Losses: |0000111112222233333444455556666677778888899999 | 92% s51.m5 Breakdown: 1:99 2:94 3:95 4:95 5:85 6:89 7:90 8:91 9:94 10:91 Total:923/1000 s51.m6 Losses: |00000111112222233334444455555666677777888889999 | 95% s51.m6 Breakdown: 1:100 2:100 3:100 4:98 5:95 6:93 7:93 8:87 9:95 10:95 Total:956/1000 s51.m7 Losses: |00001111222233334444555556666677778888899999 | 88% s51.m7 Breakdown: 1:96 2:69 3:90 4:84 5:79 6:96 7:90 8:86 9:99 10:94 Total:883/1000 s51.m8 Losses: |000001111222223334455667778899 | 61% s51.m8 Breakdown: 1:100 2:97 3:87 4:56 5:44 6:43 7:48 8:46 9:41 10:48 Total:610/1000 s51.m9 Losses: |0000111112222233334444 | 45% s51.m9 Breakdown: 1:95 2:93 3:92 4:81 5:84 6:7 7:0 8:0 9:0 10:0 Total:452/1000 Total session losses (6014) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [max link wt] ****************************** Session #52 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.5526 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.432 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s52.m1 Losses: |0011 | 8% s52.m1 Breakdown: 1:56 2:33 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:89/1000 s52.m2 Losses: |00011112223344 | 28% s52.m2 Breakdown: 1:79 2:79 3:50 4:40 5:37 6:1 7:0 8:0 9:0 10:0 Total:286/1000 s52.m3 Losses: |00001111122222333444445555666788 | 65% s52.m3 Breakdown: 1:99 2:92 3:91 4:77 5:81 6:84 7:62 8:28 9:35 10:1 Total:650/1000 s52.m4 Losses: |0000111112222233334444455556666677777888899999 | 92% s52.m4 Breakdown: 1:96 2:97 3:97 4:87 5:91 6:90 7:97 8:91 9:89 10:92 Total:927/1000 s52.m5 Losses: |00001111122223333444445555666677777888889999 | 89% s52.m5 Breakdown: 1:94 2:87 3:92 4:86 5:86 6:80 7:92 8:90 9:98 10:92 Total:897/1000 s52.m6 Losses: |000001111222223333344445555566667777888899999 | 90% s52.m6 Breakdown: 1:100 2:96 3:100 4:89 5:82 6:94 7:82 8:89 9:84 10:88 Total:904/1000 s52.m7 Losses: |0000111112222233333444455556666677777888899999 | 92% s52.m7 Breakdown: 1:97 2:98 3:100 4:95 5:88 6:77 7:87 8:100 9:93 10:90 Total:925/1000 s52.m8 Losses: |000011111222223333344444555556666777778888899999 | 96% s52.m8 Breakdown: 1:97 2:96 3:97 4:98 5:99 6:95 7:95 8:96 9:95 10:94 Total:962/1000 s52.m9 Losses: |000001111122222333344444555556666677778888899999 | 96% s52.m9 Breakdown: 1:100 2:100 3:100 4:96 5:95 6:96 7:97 8:91 9:95 10:95 Total:965/1000 Total session losses (6605) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] ****************************** Session #53 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.0674 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s53.m1 Losses: |00011111222333344455555666677777888899999 | 82% s53.m1 Breakdown: 1:72 2:93 3:67 4:69 5:74 6:100 7:83 8:89 9:78 10:96 Total:821/1000 s53.m2 Losses: |00001111122223333344455677899 | 59% s53.m2 Breakdown: 1:95 2:90 3:91 4:87 5:67 6:45 7:20 8:26 9:26 10:48 Total:595/1000 s53.m3 Losses: |0000111112222333334444555566666777788889999 | 87% s53.m3 Breakdown: 1:98 2:88 3:83 4:92 5:94 6:82 7:90 8:83 9:75 10:90 Total:875/1000 s53.m4 Losses: |000001111222233344444555666677778888899 | 79% s53.m4 Breakdown: 1:100 2:93 3:75 4:66 5:86 6:79 7:80 8:77 9:84 10:59 Total:799/1000 s53.m5 Losses: |0000011111222233333444455666667788899999 | 81% s53.m5 Breakdown: 1:100 2:100 3:96 4:89 5:89 6:44 7:84 8:57 9:58 10:94 Total:811/1000 s53.m6 Losses: |000011111222233333444455556666777788889999 | 85% s53.m6 Breakdown: 1:97 2:88 3:89 4:88 5:90 6:78 7:79 8:81 9:80 10:81 Total:851/1000 s53.m7 Losses: |000011122233348 | 30% s53.m7 Breakdown: 1:89 2:57 3:68 4:59 5:17 6:1 7:2 8:3 9:7 10:5 Total:308/1000 s53.m8 Losses: |001122233344555556666777788889999 | 67% s53.m8 Breakdown: 1:50 2:47 3:50 4:55 5:57 6:84 7:79 8:90 9:81 10:81 Total:674/1000 Total session losses (5734) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [max link wt] ****************************** Session #54 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 32 nodes Learning Rate = 0.1314 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.568 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s54.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s54.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s54.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s54.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s54.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s54.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s54.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5700, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #55 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s55.m1 Losses: |000001111222334444455566677788889 | 67% s55.m1 Breakdown: 1:100 2:99 3:45 4:47 5:95 6:54 7:68 8:60 9:76 10:27 Total:671/1000 s55.m2 Losses: |00001111122222333334444455 | 53% s55.m2 Breakdown: 1:99 2:91 3:95 4:100 5:96 6:54 7:0 8:0 9:0 10:0 Total:535/1000 s55.m3 Losses: |011 | 6% s55.m3 Breakdown: 1:34 2:28 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:62/1000 s55.m4 Losses: |000011122223333444455556666778889999 | 73% s55.m4 Breakdown: 1:87 2:67 3:81 4:69 5:87 6:81 7:68 8:50 9:69 10:75 Total:734/1000 s55.m5 Losses: |00000111112222333344 | 41% s55.m5 Breakdown: 1:100 2:100 3:96 4:74 5:43 6:0 7:0 8:0 9:0 10:0 Total:413/1000 s55.m6 Losses: |00001111122222333334444455556667778899999 | 82% s55.m6 Breakdown: 1:95 2:99 3:99 4:100 5:98 6:69 7:67 8:55 9:52 10:94 Total:828/1000 s55.m7 Losses: |0000111112222333344455556667778888999 | 74% s55.m7 Breakdown: 1:93 2:96 3:86 4:73 5:71 6:64 7:71 8:63 9:66 10:66 Total:749/1000 s55.m8 Losses: |00012344 | 16% s55.m8 Breakdown: 1:69 2:28 3:22 4:11 5:30 6:0 7:0 8:0 9:0 10:0 Total:160/1000 s55.m9 Losses: |0000011112222233333444455555666677777888899 | 86% s55.m9 Breakdown: 1:100 2:96 3:98 4:86 5:92 6:93 7:89 8:99 9:85 10:24 Total:862/1000 s55.m10 Losses: |00000111222233333444455556666777 | 64% s55.m10 Breakdown: 1:100 2:78 3:74 4:95 5:87 6:79 7:71 8:57 9:0 10:0 Total:641/1000 Session loss rate = 56% -- IMPROVED!!! (previous best was 57%) NN Arch mutating: [learning rate] [momentum] ****************************** Session #56 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.2964 Momentum = 0.7602 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s56.m1 Losses: |00001112 | 17% s56.m1 Breakdown: 1:82 2:76 3:20 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:178/1000 s56.m2 Losses: |00000111122222333445556666777778888899999 | 82% s56.m2 Breakdown: 1:100 2:97 3:93 4:56 5:49 6:57 7:76 8:100 9:100 10:100 Total:828/1000 s56.m3 Losses: |0000111112222233445667788 | 50% s56.m3 Breakdown: 1:99 2:99 3:95 4:37 5:37 6:27 7:45 8:40 9:23 10:0 Total:502/1000 s56.m4 Losses: |0000011111222223333344444555556666777778888899999 | 99% s56.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:99 8:100 9:100 10:100 Total:999/1000 s56.m5 Losses: |000011111222233555666677778888899999 | 73% s56.m5 Breakdown: 1:93 2:91 3:87 4:32 5:3 6:66 7:76 8:85 9:100 10:99 Total:732/1000 s56.m6 Losses: |00011111222223333444455556666777778888899999 | 88% s56.m6 Breakdown: 1:72 2:97 3:91 4:86 5:90 6:72 7:83 8:98 9:99 10:92 Total:880/1000 s56.m7 Losses: |0000011112222333344555666 | 51% s56.m7 Breakdown: 1:100 2:91 3:80 4:72 5:56 6:57 7:47 8:13 9:3 10:0 Total:519/1000 s56.m8 Losses: |0000011111222233334455556666777778888999 | 80% s56.m8 Breakdown: 1:100 2:100 3:86 4:76 5:50 6:76 7:87 8:88 9:77 10:68 Total:808/1000 s56.m9 Losses: |00000111122222333334444455555666677777889 | 83% s56.m9 Breakdown: 1:100 2:97 3:98 4:99 5:93 6:95 7:84 8:95 9:45 10:32 Total:838/1000 Total session losses (6284) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #57 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.771 Encouragement = 0.1174 Minimum weight = -4.808 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s57.m1 Losses: |0000011111222223333344444555566666777778888899999 | 98% s57.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:96 8:96 9:95 10:96 Total:981/1000 s57.m2 Losses: |0000011111222233333444445555666667777888889999 | 93% s57.m2 Breakdown: 1:100 2:100 3:97 4:99 5:95 6:88 7:88 8:90 9:89 10:91 Total:937/1000 s57.m3 Losses: |0000011112222333334444455556666677778888899999 | 92% s57.m3 Breakdown: 1:100 2:85 3:94 4:92 5:93 6:93 7:93 8:86 9:95 10:93 Total:924/1000 s57.m4 Losses: |0000111112222333344444555566666777788888999 | 87% s57.m4 Breakdown: 1:97 2:100 3:71 4:83 5:93 6:95 7:96 8:82 9:84 10:71 Total:872/1000 s57.m5 Losses: |0000111112222233334444455555666677777888899999 | 93% s57.m5 Breakdown: 1:92 2:96 3:93 4:92 5:88 6:99 7:94 8:93 9:91 10:97 Total:935/1000 s57.m6 Losses: |0000011111222223333344444555556666777778888899999 | 99% s57.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:98 9:99 10:99 Total:994/1000 Total session losses (5643) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #58 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.6186 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s58.m1 Losses: |000001111122233 | 30% s58.m1 Breakdown: 1:100 2:100 3:78 4:27 5:0 6:0 7:0 8:0 9:0 10:0 Total:305/1000 s58.m2 Losses: |00000111112223334 | 35% s58.m2 Breakdown: 1:100 2:100 3:77 4:46 5:30 6:0 7:0 8:0 9:0 10:0 Total:353/1000 s58.m3 Losses: |000001111122223333444445555666677777888889999 | 90% s58.m3 Breakdown: 1:100 2:100 3:93 4:84 5:84 6:79 7:92 8:97 9:97 10:79 Total:905/1000 s58.m4 Losses: |0000011111222233333444445555566666777888999 | 86% s58.m4 Breakdown: 1:100 2:100 3:99 4:99 5:89 6:100 7:94 8:62 9:59 10:62 Total:864/1000 s58.m5 Losses: |00011223333444556789 | 41% s58.m5 Breakdown: 1:63 2:41 3:50 4:69 5:66 6:42 7:22 8:23 9:23 10:20 Total:419/1000 s58.m6 Losses: |000001111122233 | 30% s58.m6 Breakdown: 1:100 2:100 3:75 4:28 5:0 6:0 7:0 8:0 9:0 10:0 Total:303/1000 s58.m7 Losses: |0000011122333444555566677788899 | 63% s58.m7 Breakdown: 1:100 2:74 3:45 4:55 5:64 6:67 7:68 8:48 9:63 10:50 Total:634/1000 s58.m8 Losses: |00000111233568 | 28% s58.m8 Breakdown: 1:100 2:62 3:25 4:36 5:15 6:19 7:8 8:11 9:10 10:0 Total:286/1000 s58.m9 Losses: |00000111122222333344444555556666677788899 | 82% s58.m9 Breakdown: 1:100 2:98 3:96 4:84 5:98 6:96 7:92 8:69 9:51 10:45 Total:829/1000 s58.m10 Losses: |0000011112222233333444455566677788899 | 75% s58.m10 Breakdown: 1:100 2:99 3:90 4:99 5:88 6:54 7:59 8:58 9:55 10:51 Total:753/1000 Session loss rate = 56% -- stayed within 0% NN Arch mutating: [max link wt] ****************************** Session #59 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.6186 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = -0.036 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s59.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s59.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s59.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s59.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s59.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s59.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s59.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #60 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 45 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.872 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s60.m1 Losses: |000001111122223333344444555556666677777888889999 | 96% s60.m1 Breakdown: 1:100 2:100 3:99 4:100 5:100 6:100 7:100 8:96 9:87 10:86 Total:968/1000 s60.m2 Losses: |0000111112222233333444445555566666777778888899999 | 98% s60.m2 Breakdown: 1:94 2:100 3:99 4:94 5:100 6:100 7:99 8:99 9:97 10:100 Total:982/1000 s60.m3 Losses: |000111222334445556677788999 | 55% s60.m3 Breakdown: 1:71 2:67 3:52 4:41 5:58 6:56 7:54 8:49 9:51 10:54 Total:553/1000 s60.m4 Losses: |00000111122223 | 29% s60.m4 Breakdown: 1:100 2:96 3:66 4:28 5:0 6:0 7:0 8:0 9:0 10:0 Total:290/1000 s60.m5 Losses: |000011111222233334444455555666677778888899999 | 90% s60.m5 Breakdown: 1:93 2:89 3:86 4:91 5:87 6:94 7:88 8:88 9:93 10:93 Total:902/1000 s60.m6 Losses: |000011111222223333444455555666667777888889999 | 91% s60.m6 Breakdown: 1:96 2:100 3:96 4:80 5:87 6:90 7:93 8:94 9:94 10:89 Total:919/1000 s60.m7 Losses: |0000011112222233333444445555566666777788889999 | 93% s60.m7 Breakdown: 1:100 2:97 3:100 4:100 5:100 6:98 7:95 8:76 9:76 10:91 Total:933/1000 s60.m8 Losses: |00001111122222333334444455555666667777888889999 | 95% s60.m8 Breakdown: 1:97 2:100 3:99 4:96 5:99 6:99 7:91 8:89 9:94 10:95 Total:959/1000 Total session losses (6506) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] ****************************** Session #61 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.0198 Minimum weight = -4.692 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s61.m1 Losses: |000001112223334444455666777888999 | 67% s61.m1 Breakdown: 1:100 2:65 3:60 4:70 5:85 6:55 7:55 8:52 9:77 10:53 Total:672/1000 s61.m2 Losses: |0000011111222223333444445555566666777778888899999 | 99% s61.m2 Breakdown: 1:100 2:100 3:100 4:99 5:100 6:100 7:100 8:99 9:100 10:99 Total:997/1000 s61.m3 Losses: |0000111112222233333444445555566666777778888899999 | 99% s61.m3 Breakdown: 1:99 2:99 3:100 4:100 5:100 6:97 7:99 8:99 9:100 10:99 Total:992/1000 s61.m4 Losses: |000011111222223333344444555556666677777888899999 | 97% s61.m4 Breakdown: 1:98 2:99 3:100 4:90 5:96 6:98 7:100 8:99 9:99 10:100 Total:979/1000 s61.m5 Losses: |000001111122222333334444455555667788999 | 78% s61.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:46 8:48 9:43 10:51 Total:788/1000 s61.m6 Losses: |0000111112222233333444445555566666777788899999 | 93% s61.m6 Breakdown: 1:98 2:92 3:100 4:94 5:99 6:100 7:100 8:80 9:69 10:100 Total:932/1000 s61.m7 Losses: |0000011111222223333344444555566666777778888899999 | 99% s61.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:100 8:100 9:100 10:100 Total:998/1000 Total session losses (6358) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [max link wt] ****************************** Session #62 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.4194 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.00400007 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s62.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s62.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s62.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s62.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s62.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s62.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s62.m4 Losses: |00001111222223333444445555666677777888899999 | 88% s62.m4 Breakdown: 1:90 2:89 3:91 4:87 5:89 6:81 7:88 8:92 9:90 10:90 Total:887/1000 s62.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s62.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s62.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s62.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5887) already exceed best session's losses (5600, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #63 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s63.m1 Losses: |000011112222333444455 | 42% s63.m1 Breakdown: 1:96 2:80 3:75 4:51 5:86 6:32 7:0 8:0 9:0 10:0 Total:420/1000 s63.m2 Losses: |000011111222333344444555667788899 | 66% s63.m2 Breakdown: 1:96 2:87 3:73 4:83 5:82 6:62 7:47 8:47 9:45 10:44 Total:666/1000 s63.m3 Losses: |0111 | 8% s63.m3 Breakdown: 1:36 2:52 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:88/1000 s63.m4 Losses: |000011 | 12% s63.m4 Breakdown: 1:96 2:26 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:122/1000 s63.m5 Losses: |0011122223333444445555666777 | 56% s63.m5 Breakdown: 1:58 2:47 3:82 4:92 5:84 6:93 7:61 8:48 9:0 10:0 Total:565/1000 s63.m6 Losses: |00001111122222333334444455 | 52% s63.m6 Breakdown: 1:99 2:100 3:99 4:100 5:94 6:36 7:0 8:0 9:0 10:0 Total:528/1000 s63.m7 Losses: |0000011111222223333444445556666777788889999 | 87% s63.m7 Breakdown: 1:100 2:100 3:100 4:94 5:89 6:70 7:79 8:76 9:89 10:76 Total:873/1000 s63.m8 Losses: |000001111222223333444455566677 | 60% s63.m8 Breakdown: 1:100 2:96 3:92 4:84 5:76 6:58 7:66 8:29 9:0 10:0 Total:601/1000 s63.m9 Losses: |000011222333444455555666 | 49% s63.m9 Breakdown: 1:81 2:50 3:52 4:64 5:92 6:94 7:64 8:0 9:0 10:0 Total:497/1000 s63.m10 Losses: |00001112222333444566667777788888 | 64% s63.m10 Breakdown: 1:98 2:61 3:63 4:60 5:61 6:27 7:86 8:98 9:90 10:0 Total:644/1000 Session loss rate = 50% -- IMPROVED!!! (previous best was 56%) NN Arch mutating: [min link wt] ****************************** Session #64 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.244 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s64.m1 Losses: |0000011111222223333344444555566666777778888899999 | 99% s64.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:98 8:98 9:100 10:98 Total:993/1000 s64.m2 Losses: |00001111122222334 | 34% s64.m2 Breakdown: 1:97 2:100 3:83 4:51 5:16 6:0 7:0 8:0 9:0 10:0 Total:347/1000 s64.m3 Losses: |000011 | 13% s64.m3 Breakdown: 1:93 2:41 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:134/1000 s64.m4 Losses: |000011112223444456677888 | 49% s64.m4 Breakdown: 1:89 2:86 3:54 4:25 5:72 6:33 7:29 8:51 9:44 10:14 Total:497/1000 s64.m5 Losses: |00001111222233344455666777888999 | 64% s64.m5 Breakdown: 1:91 2:78 3:90 4:59 5:49 6:47 7:59 8:59 9:59 10:52 Total:643/1000 s64.m6 Losses: |0000011112222233344444555556667778888999 | 81% s64.m6 Breakdown: 1:100 2:94 3:87 4:72 5:95 6:97 7:62 8:60 9:73 10:72 Total:812/1000 s64.m7 Losses: |0000011112222333334444555566666777788889999 | 87% s64.m7 Breakdown: 1:100 2:93 3:83 4:88 5:89 6:86 7:87 8:84 9:87 10:78 Total:875/1000 s64.m8 Losses: |0011122333444455555666677778888899999 | 74% s64.m8 Breakdown: 1:55 2:52 3:50 4:55 5:78 6:100 7:81 8:76 9:99 10:97 Total:743/1000 Total session losses (5044) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [encouragement] ****************************** Session #65 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 49 nodes Learning Rate = 0.5826 Momentum = 0.7998 Encouragement = 0.0698 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s65.m1 Losses: |00001112222233344455566677888999 | 64% s65.m1 Breakdown: 1:87 2:63 3:90 4:67 5:62 6:70 7:52 8:47 9:50 10:54 Total:642/1000 s65.m2 Losses: |0000111112222333334444455555666667777788899 | 87% s65.m2 Breakdown: 1:94 2:90 3:94 4:100 5:100 6:98 7:98 8:91 9:61 10:47 Total:873/1000 s65.m3 Losses: |00000111112222333 | 35% s65.m3 Breakdown: 1:100 2:100 3:95 4:60 5:2 6:0 7:0 8:0 9:0 10:0 Total:357/1000 s65.m4 Losses: |000001111222223333344444555556666677777888999 | 91% s65.m4 Breakdown: 1:100 2:99 3:93 4:99 5:94 6:100 7:100 8:100 9:55 10:75 Total:915/1000 s65.m5 Losses: |0000011111222223333344445555566667777788889999 | 93% s65.m5 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:91 7:75 8:97 9:86 10:87 Total:935/1000 s65.m6 Losses: |000011111222223344445566677888999 | 66% s65.m6 Breakdown: 1:98 2:100 3:86 4:55 5:66 6:53 7:51 8:50 9:51 10:56 Total:666/1000 s65.m7 Losses: |000001111122222333344444555566667777888889999 | 91% s65.m7 Breakdown: 1:100 2:100 3:100 4:97 5:96 6:71 7:81 8:92 9:97 10:79 Total:913/1000 Total session losses (5301) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [min link wt] ****************************** Session #66 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1422 Minimum weight = -4.332 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s66.m1 Losses: |0000111112222233333444445555666667777888899999 | 92% s66.m1 Breakdown: 1:98 2:97 3:99 4:95 5:93 6:88 7:94 8:90 9:85 10:84 Total:923/1000 s66.m2 Losses: |00001111222233334445555666667777888899999 | 82% s66.m2 Breakdown: 1:89 2:81 3:77 4:75 5:67 6:83 7:91 8:85 9:88 10:92 Total:828/1000 s66.m3 Losses: |00001111122223333344444555556666677778888899999 | 94% s66.m3 Breakdown: 1:84 2:96 3:96 4:99 5:95 6:97 7:97 8:92 9:97 10:96 Total:949/1000 s66.m4 Losses: |0011122233334444455556666777788889999 | 75% s66.m4 Breakdown: 1:59 2:49 3:53 4:89 5:91 6:82 7:92 8:84 9:79 10:78 Total:756/1000 s66.m5 Losses: |00001112222334455566667777888889999 | 71% s66.m5 Breakdown: 1:88 2:57 3:77 4:40 5:40 6:69 7:78 8:79 9:96 10:93 Total:717/1000 s66.m6 Losses: |00001111222223333444445555666677777888899999 | 89% s66.m6 Breakdown: 1:83 2:79 3:98 4:94 5:89 6:83 7:90 8:91 9:91 10:96 Total:894/1000 Total session losses (5067) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #67 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.7134 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s67.m1 Losses: |00011122222333334444455556666677777888899999 | 89% s67.m1 Breakdown: 1:69 2:65 3:99 4:97 5:95 6:89 7:95 8:96 9:94 10:97 Total:896/1000 s67.m2 Losses: |0000111122222333334445556677788999 | 69% s67.m2 Breakdown: 1:90 2:88 3:93 4:95 5:66 6:49 7:51 8:56 9:49 10:57 Total:694/1000 s67.m3 Losses: |00001111122223 | 28% s67.m3 Breakdown: 1:99 2:87 3:77 4:26 5:0 6:0 7:0 8:0 9:0 10:0 Total:289/1000 s67.m4 Losses: |0001111222233333444445555566667777888999 | 80% s67.m4 Breakdown: 1:76 2:76 3:82 4:99 5:90 6:97 7:99 8:80 9:48 10:59 Total:806/1000 s67.m5 Losses: |0000111112222333344445555666777888999 | 74% s67.m5 Breakdown: 1:96 2:89 3:88 4:85 5:75 6:82 7:55 8:65 9:58 10:55 Total:748/1000 s67.m6 Losses: |00000111122233344555667777889999 | 64% s67.m6 Breakdown: 1:100 2:95 3:54 4:53 5:49 6:51 7:57 8:61 9:55 10:65 Total:640/1000 s67.m7 Losses: |00001112222333444455566777788999 | 64% s67.m7 Breakdown: 1:82 2:68 3:82 4:67 5:76 6:48 7:56 8:62 9:53 10:53 Total:647/1000 s67.m8 Losses: |000011112245689 | 30% s67.m8 Breakdown: 1:86 2:77 3:37 4:10 5:23 6:21 7:12 8:8 9:14 10:15 Total:303/1000 Total session losses (5023) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] ****************************** Session #68 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.546 Encouragement = 0.0604 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s68.m1 Losses: |0000011111222223333344444555556666677778888899999 | 99% s68.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:98 9:100 10:100 Total:998/1000 s68.m2 Losses: |0000011112222233334444455556667778 | 69% s68.m2 Breakdown: 1:100 2:93 3:93 4:88 5:89 6:81 7:67 8:61 9:18 10:0 Total:690/1000 s68.m3 Losses: |000001111222223333344445555566667778889999 | 84% s68.m3 Breakdown: 1:100 2:99 3:93 4:90 5:90 6:94 7:76 8:66 9:64 10:70 Total:842/1000 s68.m4 Losses: |000011111222223333344444555566789 | 67% s68.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:77 7:33 8:15 9:31 10:15 Total:670/1000 s68.m5 Losses: |000011111222223333344444555566667777788889999 | 90% s68.m5 Breakdown: 1:98 2:100 3:100 4:98 5:88 6:84 7:84 8:88 9:81 10:87 Total:908/1000 s68.m6 Losses: |000001112223334445556667788999 | 60% s68.m6 Breakdown: 1:100 2:76 3:50 4:67 5:53 6:63 7:51 8:45 9:51 10:50 Total:606/1000 s68.m7 Losses: |0000011111222223333344444555556666677778888899999 | 99% s68.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:96 9:100 10:100 Total:996/1000 Total session losses (5710) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #69 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.6 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s69.m1 Losses: |0000011111222223333444445555566666777778888899999 | 98% s69.m1 Breakdown: 1:100 2:100 3:100 4:98 5:98 6:95 7:98 8:96 9:96 10:99 Total:980/1000 s69.m2 Losses: |0000011112222233333444455556677788899 | 75% s69.m2 Breakdown: 1:100 2:99 3:100 4:82 5:92 6:74 7:48 8:54 9:56 10:45 Total:750/1000 s69.m3 Losses: |000001111222233334445555666677778889999 | 78% s69.m3 Breakdown: 1:100 2:93 3:77 4:74 5:73 6:81 7:71 8:73 9:76 10:67 Total:785/1000 s69.m4 Losses: |0000111112222233333444445555566666777778888899999 | 99% s69.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s69.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s69.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s69.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s69.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5514) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #70 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 1.0788 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s70.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s70.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s70.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s70.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s70.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s70.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s70.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s70.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s70.m5 Losses: |0000111112222233333444445555566666777778888899999 | 99% s70.m5 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s70.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s70.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5999) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] [max link wt] ****************************** Session #71 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.756 Encouragement = 0.0634 Minimum weight = -3.424 Maximum weight = 1.604 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s71.m1 Losses: |0000111112222333444455556667777 | 62% s71.m1 Breakdown: 1:98 2:85 3:87 4:65 5:78 6:79 7:65 8:63 9:0 10:0 Total:620/1000 s71.m2 Losses: |0000111112222333344445566677788999 | 69% s71.m2 Breakdown: 1:95 2:98 3:84 4:71 5:79 6:45 7:59 8:49 9:50 10:62 Total:692/1000 s71.m3 Losses: |0000011111222233344455556667777 | 63% s71.m3 Breakdown: 1:100 2:100 3:86 4:60 5:70 6:74 7:66 8:67 9:15 10:0 Total:638/1000 s71.m4 Losses: |000001111122222333334444455556666677777899 | 85% s71.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:95 8:90 9:24 10:48 Total:856/1000 s71.m5 Losses: |000001111122223333444445555566666777778888899999 | 96% s71.m5 Breakdown: 1:100 2:100 3:81 4:95 5:99 6:98 7:100 8:99 9:98 10:92 Total:962/1000 s71.m6 Losses: |00000111112222333344444555556666677777888899999 | 94% s71.m6 Breakdown: 1:100 2:100 3:93 4:83 5:98 6:99 7:98 8:93 9:92 10:92 Total:948/1000 s71.m7 Losses: |000011112222333444556 | 42% s71.m7 Breakdown: 1:85 2:83 3:76 4:66 5:59 6:50 7:2 8:0 9:0 10:0 Total:421/1000 Total session losses (5137) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] ****************************** Session #72 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 51 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1228 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s72.m1 Losses: |00000111122222333344445555566666777778888899999 | 94% s72.m1 Breakdown: 1:100 2:99 3:100 4:62 5:88 6:100 7:100 8:100 9:100 10:100 Total:949/1000 s72.m2 Losses: |00000111122 | 22% s72.m2 Breakdown: 1:100 2:94 3:31 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:225/1000 s72.m3 Losses: |00000111122 | 22% s72.m3 Breakdown: 1:100 2:99 3:30 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:229/1000 s72.m4 Losses: |00001 | 10% s72.m4 Breakdown: 1:95 2:12 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:107/1000 s72.m5 Losses: |0000111112223 | 26% s72.m5 Breakdown: 1:97 2:98 3:63 4:11 5:0 6:0 7:0 8:0 9:0 10:0 Total:269/1000 s72.m6 Losses: |000011112223333444556667788999 | 61% s72.m6 Breakdown: 1:85 2:79 3:72 4:70 5:54 6:50 7:59 8:48 9:39 10:57 Total:613/1000 s72.m7 Losses: |000001111122222333334 | 43% s72.m7 Breakdown: 1:100 2:100 3:100 4:100 5:34 6:0 7:0 8:0 9:0 10:0 Total:434/1000 s72.m8 Losses: |0000111112222233333444445555666667777788889999 | 93% s72.m8 Breakdown: 1:97 2:99 3:98 4:99 5:89 6:92 7:96 8:92 9:91 10:81 Total:934/1000 s72.m9 Losses: |00000111122222333334444455555666777888999 | 82% s72.m9 Breakdown: 1:100 2:99 3:96 4:100 5:97 6:89 7:70 8:57 9:59 10:56 Total:823/1000 s72.m10 Losses: |000011111222223333344445555566666777778888899999 | 96% s72.m10 Breakdown: 1:96 2:98 3:100 4:92 5:79 6:99 7:100 8:100 9:100 10:99 Total:963/1000 Session loss rate = 55% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #73 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 36 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s73.m1 Losses: |0000111112222233333444556667788899 | 69% s73.m1 Breakdown: 1:97 2:93 3:97 4:93 5:67 6:47 7:52 8:48 9:50 10:49 Total:693/1000 s73.m2 Losses: |0000111112222333344445556666777888999 | 74% s73.m2 Breakdown: 1:93 2:93 3:81 4:81 5:79 6:69 7:77 8:49 9:67 10:59 Total:748/1000 s73.m3 Losses: |00001111122223333444455556666777788888999 | 83% s73.m3 Breakdown: 1:97 2:83 3:81 4:86 5:78 6:81 7:85 8:87 9:82 10:77 Total:837/1000 s73.m4 Losses: |0000111112222233333444445555566677 | 68% s73.m4 Breakdown: 1:98 2:100 3:99 4:98 5:98 6:94 7:61 8:34 9:0 10:0 Total:682/1000 s73.m5 Losses: |000001111222223333344445555666677778888999 | 84% s73.m5 Breakdown: 1:100 2:99 3:92 4:97 5:77 6:83 7:84 8:82 9:66 10:61 Total:841/1000 s73.m6 Losses: |0000111112222333344445 | 44% s73.m6 Breakdown: 1:98 2:82 3:84 4:90 5:72 6:21 7:0 8:0 9:0 10:0 Total:447/1000 s73.m7 Losses: |00001111222233334444555566667 | 59% s73.m7 Breakdown: 1:90 2:74 3:82 4:84 5:87 6:67 7:79 8:36 9:0 10:0 Total:599/1000 s73.m8 Losses: |0000111112222333334444555667788999 | 68% s73.m8 Breakdown: 1:96 2:97 3:84 4:83 5:80 6:61 7:49 8:44 9:44 10:50 Total:688/1000 Total session losses (5535) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #74 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 50 nodes Learning Rate = 0.846 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s74.m1 Losses: |000011112222333 | 31% s74.m1 Breakdown: 1:85 2:89 3:74 4:62 5:0 6:0 7:0 8:0 9:0 10:0 Total:310/1000 s74.m2 Losses: |000001111222223333444445555666667778889999 | 85% s74.m2 Breakdown: 1:100 2:85 3:95 4:96 5:96 6:84 7:85 8:62 9:68 10:82 Total:853/1000 s74.m3 Losses: |00001111122333344444555567 | 52% s74.m3 Breakdown: 1:95 2:92 3:52 4:69 5:92 6:83 7:31 8:10 9:0 10:0 Total:524/1000 s74.m4 Losses: |0000011112222233334444455555666667777888999 | 86% s74.m4 Breakdown: 1:100 2:98 3:86 4:90 5:97 6:98 7:95 8:82 9:66 10:50 Total:862/1000 s74.m5 Losses: |00000111122223334445555667778 | 58% s74.m5 Breakdown: 1:100 2:91 3:75 4:65 5:66 6:66 7:47 8:50 9:21 10:0 Total:581/1000 s74.m6 Losses: |0000011112222233334444555566677788899 | 75% s74.m6 Breakdown: 1:100 2:98 3:84 4:86 5:87 6:70 7:64 8:59 9:55 10:55 Total:758/1000 s74.m7 Losses: |0000111122223333444556667788999 | 62% s74.m7 Breakdown: 1:85 2:92 3:78 4:73 5:58 6:40 7:54 8:55 9:42 10:49 Total:626/1000 s74.m8 Losses: |000001111222223333444455566667777888899999 | 84% s74.m8 Breakdown: 1:100 2:99 3:93 4:78 5:76 6:72 7:62 8:93 9:86 10:82 Total:841/1000 Total session losses (5355) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [min link wt] ****************************** Session #75 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.8412 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.492 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s75.m1 Losses: |00001111122222 | 28% s75.m1 Breakdown: 1:98 2:89 3:94 4:4 5:0 6:0 7:0 8:0 9:0 10:0 Total:285/1000 s75.m2 Losses: |00001111122222333344444555556666777778888999 | 89% s75.m2 Breakdown: 1:91 2:100 3:89 4:96 5:92 6:95 7:79 8:98 9:84 10:67 Total:891/1000 s75.m3 Losses: |000111112 | 18% s75.m3 Breakdown: 1:76 2:95 3:13 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:184/1000 s75.m4 Losses: |00000111122222333334444455555666677777888999 | 88% s75.m4 Breakdown: 1:100 2:98 3:97 4:95 5:99 6:97 7:93 8:93 9:63 10:50 Total:885/1000 s75.m5 Losses: |00001111122223 | 28% s75.m5 Breakdown: 1:97 2:90 3:85 4:9 5:0 6:0 7:0 8:0 9:0 10:0 Total:281/1000 s75.m6 Losses: |00001111122223334444455556 | 53% s75.m6 Breakdown: 1:99 2:83 3:95 4:60 5:88 6:92 7:13 8:0 9:0 10:0 Total:530/1000 s75.m7 Losses: |00001111222233344444555666 | 52% s75.m7 Breakdown: 1:99 2:69 3:82 4:62 5:94 6:62 7:57 8:0 9:0 10:0 Total:525/1000 s75.m8 Losses: |0000011112223333445566677888999 | 62% s75.m8 Breakdown: 1:100 2:92 3:59 4:72 5:40 6:54 7:48 8:50 9:52 10:60 Total:627/1000 s75.m9 Losses: |000001111222223333444555666667777788889999 | 84% s75.m9 Breakdown: 1:100 2:99 3:98 4:79 5:55 6:65 7:97 8:97 9:86 10:64 Total:840/1000 Total session losses (5048) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #76 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -1.784 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s76.m1 Losses: |0000111112222233333444445555566666777778888899999 | 99% s76.m1 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s76.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s76.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s76.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s76.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s76.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s76.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s76.m5 Losses: |000001111122223333344444555566667777888899999 | 90% s76.m5 Breakdown: 1:100 2:100 3:97 4:99 5:88 6:86 7:78 8:91 9:76 10:87 Total:902/1000 s76.m6 Losses: |000001111122222333344444555556666677777888899999 | 96% s76.m6 Breakdown: 1:100 2:100 3:100 4:99 5:100 6:100 7:97 8:86 9:93 10:90 Total:965/1000 Total session losses (5866) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #77 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 50 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.932 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s77.m1 Losses: |000011111222223333344444555556666777778888899999 | 97% s77.m1 Breakdown: 1:99 2:99 3:98 4:92 5:96 6:97 7:98 8:99 9:98 10:99 Total:975/1000 s77.m2 Losses: |00001111122222333334444455566777788999 | 77% s77.m2 Breakdown: 1:97 2:93 3:100 4:100 5:100 6:53 7:51 8:72 9:48 10:65 Total:779/1000 s77.m3 Losses: |00001111122333445556677788899 | 58% s77.m3 Breakdown: 1:98 2:93 3:47 4:51 5:46 6:52 7:50 8:49 9:58 10:42 Total:586/1000 s77.m4 Losses: |0000111112222233333444445555566666777778888899999 | 98% s77.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:97 8:98 9:94 10:93 Total:981/1000 s77.m5 Losses: |0000011112222233333444445555566666777778888899999 | 99% s77.m5 Breakdown: 1:100 2:99 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s77.m6 Losses: |000001111122233 | 31% s77.m6 Breakdown: 1:100 2:100 3:74 4:42 5:0 6:0 7:0 8:0 9:0 10:0 Total:316/1000 s77.m7 Losses: |000011112223333344445555566667777899 | 73% s77.m7 Breakdown: 1:91 2:73 3:73 4:96 5:82 6:94 7:82 8:84 9:23 10:37 Total:735/1000 Total session losses (5371) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #78 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.9576 Encouragement = 0.1174 Minimum weight = -1.52 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s78.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s78.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s78.m2 Losses: |0000011111222223333344445555566666777778888899999 | 99% s78.m2 Breakdown: 1:100 2:100 3:100 4:100 5:98 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s78.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s78.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s78.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s78.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s78.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s78.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s78.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s78.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5998) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] [max link wt] ****************************** Session #79 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.576 Maximum weight = 1.076 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s79.m1 Losses: |00001111122222333334444455555666677777888899999 | 94% s79.m1 Breakdown: 1:98 2:100 3:100 4:97 5:93 6:94 7:90 8:90 9:92 10:92 Total:946/1000 s79.m2 Losses: |000001111122222333334444555556666677777888889999 | 97% s79.m2 Breakdown: 1:100 2:100 3:100 4:100 5:98 6:98 7:95 8:96 9:96 10:95 Total:978/1000 s79.m3 Losses: |00000111112222333334444455556666677788889999 | 88% s79.m3 Breakdown: 1:100 2:100 3:91 4:98 5:99 6:90 7:84 8:72 9:82 10:71 Total:887/1000 s79.m4 Losses: |000001111122222333334444555556666777778888899999 | 96% s79.m4 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:89 7:91 8:95 9:92 10:94 Total:960/1000 s79.m5 Losses: |000001111122222333334444455556666677777888889999 | 97% s79.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:100 8:91 9:90 10:98 Total:978/1000 s79.m6 Losses: |0001111224568 | 27% s79.m6 Breakdown: 1:79 2:63 3:43 4:13 5:13 6:14 7:17 8:6 9:15 10:14 Total:277/1000 Total session losses (5026) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #80 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 51 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.852 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s80.m1 Losses: |000001111122222333334444455556667777888999 | 85% s80.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:83 7:71 8:70 9:71 10:64 Total:859/1000 s80.m2 Losses: |0000111112222233333444455555667 | 62% s80.m2 Breakdown: 1:96 2:96 3:99 4:90 5:98 6:82 7:51 8:9 9:0 10:0 Total:621/1000 s80.m3 Losses: |00001112222333334445556677788899 | 65% s80.m3 Breakdown: 1:92 2:58 3:89 4:96 5:52 6:54 7:57 8:52 9:52 10:56 Total:658/1000 s80.m4 Losses: |000011111222223333344444555556666677777888889999 | 96% s80.m4 Breakdown: 1:95 2:96 3:100 4:100 5:100 6:100 7:100 8:98 9:92 10:87 Total:968/1000 s80.m5 Losses: |00001111122222333334444555666667777 | 71% s80.m5 Breakdown: 1:99 2:89 3:94 4:100 5:89 6:59 7:95 8:75 9:12 10:0 Total:712/1000 s80.m6 Losses: |0000011112222233333444445555566666777778888899999 | 98% s80.m6 Breakdown: 1:100 2:97 3:100 4:100 5:99 6:99 7:97 8:95 9:100 10:98 Total:985/1000 s80.m7 Losses: |000011111222223334444555566667788899 | 73% s80.m7 Breakdown: 1:98 2:96 3:89 4:76 5:66 6:87 7:76 8:48 9:51 10:50 Total:737/1000 Total session losses (5540) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] ****************************** Session #81 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.675 Encouragement = 0.1408 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s81.m1 Losses: |000011111222233334445566 | 49% s81.m1 Breakdown: 1:89 2:92 3:81 4:79 5:61 6:55 7:23 8:13 9:0 10:0 Total:493/1000 s81.m2 Losses: |000001112222333444555666778888 | 61% s81.m2 Breakdown: 1:100 2:77 3:79 4:60 5:61 6:43 7:60 8:52 9:80 10:0 Total:612/1000 s81.m3 Losses: |000011111222233334444555566667777888899999 | 84% s81.m3 Breakdown: 1:92 2:92 3:79 4:82 5:82 6:73 7:91 8:82 9:79 10:89 Total:841/1000 s81.m4 Losses: |000011122222333344445555666667777888889999 | 84% s81.m4 Breakdown: 1:95 2:57 3:92 4:87 5:82 6:84 7:84 8:91 9:97 10:74 Total:843/1000 s81.m5 Losses: |000001111222233333444455555666677778 | 73% s81.m5 Breakdown: 1:100 2:86 3:81 4:94 5:96 6:100 7:75 8:83 9:15 10:0 Total:730/1000 s81.m6 Losses: |00000111122223333 | 35% s81.m6 Breakdown: 1:100 2:95 3:76 4:76 5:5 6:0 7:0 8:0 9:0 10:0 Total:352/1000 s81.m7 Losses: |0000011 | 14% s81.m7 Breakdown: 1:100 2:44 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:144/1000 s81.m8 Losses: |0000011111222233334444555666677778888999 | 81% s81.m8 Breakdown: 1:100 2:100 3:87 4:76 5:81 6:74 7:76 8:75 9:74 10:74 Total:817/1000 s81.m9 Losses: |000011111222233334444555566677778899 | 72% s81.m9 Breakdown: 1:94 2:93 3:87 4:76 5:80 6:87 7:46 8:78 9:56 10:23 Total:720/1000 Total session losses (5552) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [encouragement] [min link wt] ****************************** Session #82 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 0.9828 Encouragement = 0.077 Minimum weight = -1.824 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s82.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s82.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s82.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s82.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s82.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s82.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s82.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #83 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1338 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s83.m1 Losses: |000011112222333444555666777888999 | 66% s83.m1 Breakdown: 1:84 2:79 3:78 4:67 5:68 6:58 7:61 8:61 9:57 10:53 Total:666/1000 s83.m2 Losses: |00001111122222333344445555566667777888889999 | 88% s83.m2 Breakdown: 1:97 2:92 3:91 4:92 5:82 6:88 7:84 8:83 9:92 10:87 Total:888/1000 s83.m3 Losses: |0000111122233334444555666677778889 | 69% s83.m3 Breakdown: 1:98 2:76 3:61 4:77 5:76 6:62 7:78 8:74 9:72 10:20 Total:694/1000 s83.m4 Losses: |0000011111222223344445556666677777888899999 | 87% s83.m4 Breakdown: 1:100 2:100 3:100 4:50 5:73 6:68 7:92 8:100 9:95 10:100 Total:878/1000 s83.m5 Losses: |00001111122222333344444555566677788899 | 76% s83.m5 Breakdown: 1:98 2:96 3:97 4:85 5:87 6:87 7:69 8:56 9:59 10:31 Total:765/1000 s83.m6 Losses: |00000111122223333444455566677778888899999 | 82% s83.m6 Breakdown: 1:100 2:93 3:76 4:85 5:68 6:58 7:75 8:82 9:98 10:88 Total:823/1000 s83.m7 Losses: |0000111112222233344455 | 45% s83.m7 Breakdown: 1:97 2:95 3:91 4:66 5:58 6:43 7:0 8:0 9:0 10:0 Total:450/1000 Total session losses (5164) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #84 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.628 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s84.m1 Losses: |0000111112222233333444445555566666777788889999 | 93% s84.m1 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:96 8:81 9:76 10:80 Total:932/1000 s84.m2 Losses: |00000112222334444556666777778888899999 | 76% s84.m2 Breakdown: 1:100 2:58 3:67 4:51 5:66 6:57 7:78 8:100 9:100 10:91 Total:768/1000 s84.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s84.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s84.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s84.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s84.m5 Losses: |0000011112222233333444445555566666777778888899999 | 99% s84.m5 Breakdown: 1:100 2:99 3:99 4:99 5:100 6:100 7:100 8:100 9:100 10:99 Total:996/1000 s84.m6 Losses: |0000011111222223333344444555556666677777888889999 | 99% s84.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:94 Total:994/1000 Total session losses (5690) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #85 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 47 nodes Learning Rate = 0.5826 Momentum = 1.0158 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s85.m1 Losses: |0000111112222233333444445555566666777778888899999 | 99% s85.m1 Breakdown: 1:98 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s85.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s85.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s85.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s85.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s85.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s85.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s85.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s85.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s85.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s85.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5998) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [encouragement] ****************************** Session #86 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 34 nodes Learning Rate = 0.4248 Momentum = 0.801 Encouragement = 0.0226 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s86.m1 Losses: |000011111222223333444555666777788889999 | 78% s86.m1 Breakdown: 1:98 2:96 3:95 4:80 5:62 6:65 7:63 8:71 9:77 10:77 Total:784/1000 s86.m2 Losses: |000011111222223334445555666667777788889999 | 85% s86.m2 Breakdown: 1:96 2:100 3:90 4:67 5:65 6:75 7:99 8:95 9:83 10:80 Total:850/1000 s86.m3 Losses: |00112344667899 | 28% s86.m3 Breakdown: 1:49 2:37 3:31 4:21 5:26 6:15 7:33 8:24 9:19 10:26 Total:281/1000 s86.m4 Losses: |000001111122222333334444555566667777888999 | 85% s86.m4 Breakdown: 1:100 2:100 3:100 4:100 5:90 6:86 7:80 8:65 9:63 10:70 Total:854/1000 s86.m5 Losses: |0000111112222233333444445555566666777778888899999 | 99% s86.m5 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s86.m6 Losses: |00000111112222333334444555566667778888999 | 83% s86.m6 Breakdown: 1:100 2:100 3:93 4:93 5:82 6:82 7:74 8:70 9:81 10:60 Total:835/1000 s86.m7 Losses: |00001111122222333334444455556677788899 | 76% s86.m7 Breakdown: 1:98 2:100 3:100 4:100 5:100 6:68 7:50 8:50 9:59 10:37 Total:762/1000 Total session losses (5365) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] [max link wt] ****************************** Session #87 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1646 Minimum weight = -5.112 Maximum weight = 0.636 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s87.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s87.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s87.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s87.m2 Breakdown: 1:97 2:98 3:99 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:994/1000 s87.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s87.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s87.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s87.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s87.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s87.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s87.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s87.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5994) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #88 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.22 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s88.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s88.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s88.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s88.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s88.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s88.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s88.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #89 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 35 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s89.m1 Losses: |0000111122223333344445566778888999 | 68% s89.m1 Breakdown: 1:99 2:79 3:78 4:93 5:73 6:43 7:45 8:47 9:63 10:68 Total:688/1000 s89.m2 Losses: |0000011111222 | 27% s89.m2 Breakdown: 1:100 2:100 3:67 4:8 5:0 6:0 7:0 8:0 9:0 10:0 Total:275/1000 s89.m3 Losses: |0000111112222333334444555556666777788889 | 80% s89.m3 Breakdown: 1:98 2:92 3:85 4:89 5:87 6:94 7:89 8:80 9:67 10:26 Total:807/1000 s89.m4 Losses: |0000111122222333 | 33% s89.m4 Breakdown: 1:96 2:81 3:86 4:68 5:0 6:0 7:0 8:0 9:0 10:0 Total:331/1000 s89.m5 Losses: |000001111222233344 | 36% s89.m5 Breakdown: 1:100 2:90 3:79 4:54 5:39 6:1 7:0 8:0 9:0 10:0 Total:363/1000 s89.m6 Losses: |000001111122233334445555 | 48% s89.m6 Breakdown: 1:100 2:100 3:69 4:84 5:64 6:63 7:2 8:0 9:0 10:0 Total:482/1000 s89.m7 Losses: |0000111122 | 21% s89.m7 Breakdown: 1:85 2:77 3:44 4:6 5:0 6:0 7:0 8:0 9:1 10:0 Total:213/1000 s89.m8 Losses: |0000111112222333334444555566667777888889999 | 86% s89.m8 Breakdown: 1:97 2:95 3:83 4:96 5:84 6:83 7:71 8:81 9:92 10:80 Total:862/1000 s89.m9 Losses: |00000111112222233334444455555666677777888999 | 89% s89.m9 Breakdown: 1:100 2:100 3:100 4:97 5:93 6:93 7:96 8:89 9:71 10:55 Total:894/1000 s89.m10 Losses: |00001111122222333344444555556666677777888899999 | 95% s89.m10 Breakdown: 1:92 2:97 3:97 4:93 5:96 6:94 7:97 8:95 9:98 10:96 Total:955/1000 Session loss rate = 58% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [momentum] ****************************** Session #90 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.8412 Momentum = 0.5928 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s90.m1 Losses: |0000011112222233333444455566667777888999 | 81% s90.m1 Breakdown: 1:100 2:96 3:95 4:95 5:84 6:63 7:71 8:78 9:69 10:66 Total:817/1000 s90.m2 Losses: |00001111222333445556677788899 | 59% s90.m2 Breakdown: 1:99 2:66 3:59 4:58 5:50 6:54 7:48 8:50 9:56 10:52 Total:592/1000 s90.m3 Losses: |00011112223333344445566 | 47% s90.m3 Breakdown: 1:74 2:68 3:77 4:90 5:88 6:41 7:24 8:9 9:0 10:0 Total:471/1000 s90.m4 Losses: |0000111112222 | 27% s90.m4 Breakdown: 1:97 2:96 3:80 4:4 5:0 6:0 7:0 8:0 9:0 10:0 Total:277/1000 s90.m5 Losses: |000011111222223333444445555666677777888889999 | 90% s90.m5 Breakdown: 1:99 2:97 3:93 4:80 5:91 6:87 7:88 8:92 9:95 10:84 Total:906/1000 s90.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s90.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s90.m7 Losses: |0000011112222233334444455566667789 | 68% s90.m7 Breakdown: 1:100 2:97 3:94 4:87 5:86 6:72 7:65 8:57 9:14 10:14 Total:686/1000 s90.m8 Losses: |000001111222223333344444555566667778888999 | 84% s90.m8 Breakdown: 1:100 2:99 3:92 4:96 5:94 6:81 7:83 8:69 9:69 10:65 Total:848/1000 Total session losses (5597) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #91 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 50 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.656 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s91.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s91.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s91.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s91.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s91.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s91.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s91.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s91.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s91.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s91.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s91.m6 Losses: |000011112222233333444445555566666777778888899999 | 97% s91.m6 Breakdown: 1:89 2:89 3:99 4:100 5:100 6:99 7:100 8:100 9:100 10:100 Total:976/1000 Total session losses (5976) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #92 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 41 nodes Learning Rate = 0.5826 Momentum = 0.8016 Encouragement = 0.1174 Minimum weight = -4.412 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s92.m1 Losses: |000001111122222333334444555556677777888899999 | 90% s92.m1 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:81 7:59 8:85 9:89 10:88 Total:901/1000 s92.m2 Losses: |0000111112222233334444455555666667777888899999 | 92% s92.m2 Breakdown: 1:97 2:95 3:91 4:94 5:95 6:97 7:92 8:89 9:85 10:86 Total:921/1000 s92.m3 Losses: |00001111122233334444455566777888889999 | 77% s92.m3 Breakdown: 1:99 2:98 3:55 4:86 5:97 6:58 7:45 8:59 9:88 10:91 Total:776/1000 s92.m4 Losses: |00001111122222333334444555556666677777888899999 | 94% s92.m4 Breakdown: 1:98 2:92 3:99 4:97 5:93 6:93 7:92 8:96 9:92 10:93 Total:945/1000 s92.m5 Losses: |000001111222333344444555556666677778888899999 | 90% s92.m5 Breakdown: 1:100 2:98 3:53 4:85 5:94 6:93 7:97 8:92 9:92 10:96 Total:900/1000 s92.m6 Losses: |00001111122222333334444555556666677777888899999 | 95% s92.m6 Breakdown: 1:94 2:95 3:96 4:96 5:97 6:97 7:95 8:98 9:91 10:94 Total:953/1000 Total session losses (5396) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [min link wt] ****************************** Session #93 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.4812 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.548 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s93.m1 Losses: |00000111112222233334 | 41% s93.m1 Breakdown: 1:100 2:100 3:100 4:86 5:33 6:0 7:0 8:0 9:0 10:0 Total:419/1000 s93.m2 Losses: |000011111222223344455566677788899 | 67% s93.m2 Breakdown: 1:99 2:96 3:89 4:54 5:50 6:67 7:54 8:67 9:57 10:46 Total:679/1000 s93.m3 Losses: |00000111112222233333444455666677788899999 | 83% s93.m3 Breakdown: 1:100 2:100 3:100 4:100 5:81 6:49 7:72 8:68 9:66 10:97 Total:833/1000 s93.m4 Losses: |000011111222223333344444555556677 | 66% s93.m4 Breakdown: 1:99 2:100 3:94 4:95 5:100 6:96 7:50 8:26 9:0 10:0 Total:660/1000 s93.m5 Losses: |000011111222223333344444555556666777888889999 | 91% s93.m5 Breakdown: 1:98 2:100 3:98 4:98 5:96 6:95 7:76 8:64 9:98 10:87 Total:910/1000 s93.m6 Losses: |00001112222333344444555566677788889999 | 77% s93.m6 Breakdown: 1:82 2:74 3:71 4:85 5:88 6:87 7:62 8:60 9:77 10:93 Total:779/1000 s93.m7 Losses: |000011111222233333444445555666667777888889999 | 90% s93.m7 Breakdown: 1:95 2:93 3:89 4:99 5:88 6:88 7:94 8:90 9:91 10:73 Total:900/1000 Total session losses (5180) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #94 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 46 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.88 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s94.m1 Losses: |0000111122223333344444555566667788 | 69% s94.m1 Breakdown: 1:97 2:81 3:74 4:95 5:93 6:85 7:79 8:42 9:40 10:8 Total:694/1000 s94.m2 Losses: |0000011112222233334444455566778899 | 68% s94.m2 Breakdown: 1:100 2:95 3:91 4:89 5:93 6:56 7:44 8:48 9:41 10:24 Total:681/1000 s94.m3 Losses: |000001111222333 | 30% s94.m3 Breakdown: 1:100 2:95 3:63 4:46 5:0 6:0 7:0 8:0 9:0 10:0 Total:304/1000 s94.m4 Losses: |000001111122223333344444555556667777888899 | 85% s94.m4 Breakdown: 1:100 2:100 3:98 4:100 5:95 6:95 7:69 8:82 9:63 10:50 Total:852/1000 s94.m5 Losses: |00001 | 11% s94.m5 Breakdown: 1:97 2:17 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:114/1000 s94.m6 Losses: |000001111122222333344444555556677788899 | 79% s94.m6 Breakdown: 1:100 2:100 3:100 4:96 5:100 6:98 7:41 8:54 9:52 10:49 Total:790/1000 s94.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s94.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s94.m8 Losses: |0001112233333444555566667 | 50% s94.m8 Breakdown: 1:61 2:64 3:49 4:88 5:75 6:72 7:87 8:9 9:0 10:0 Total:505/1000 s94.m9 Losses: |000011222333445556667788899 | 54% s94.m9 Breakdown: 1:85 2:52 3:51 4:55 5:49 6:57 7:53 8:42 9:56 10:46 Total:546/1000 Total session losses (5486) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #95 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.884 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s95.m1 Losses: |00001124 | 17% s95.m1 Breakdown: 1:84 2:41 3:16 4:15 5:11 6:8 7:0 8:0 9:0 10:0 Total:175/1000 s95.m2 Losses: |00001111122222333444555667 | 53% s95.m2 Breakdown: 1:98 2:98 3:95 4:67 5:58 6:49 7:49 8:22 9:0 10:0 Total:536/1000 s95.m3 Losses: |000011111222233333444445555566677778889999 | 84% s95.m3 Breakdown: 1:93 2:93 3:92 4:91 5:98 6:96 7:76 8:72 9:65 10:65 Total:841/1000 s95.m4 Losses: |000011111222233333444445555666677777888899999 | 90% s95.m4 Breakdown: 1:99 2:93 3:84 4:97 5:95 6:80 7:90 8:92 9:77 10:94 Total:901/1000 s95.m5 Losses: |00000111112222333334444555666677778 | 70% s95.m5 Breakdown: 1:100 2:100 3:97 4:90 5:73 6:61 7:83 8:77 9:28 10:0 Total:709/1000 s95.m6 Losses: |00000111122222333344444555556677899 | 71% s95.m6 Breakdown: 1:100 2:98 3:99 4:78 5:99 6:86 7:54 8:26 9:28 10:44 Total:712/1000 s95.m7 Losses: |00001 | 10% s95.m7 Breakdown: 1:91 2:18 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:109/1000 s95.m8 Losses: |0000011112222233333444455 | 51% s95.m8 Breakdown: 1:100 2:99 3:98 4:99 5:68 6:39 7:11 8:0 9:0 10:0 Total:514/1000 s95.m9 Losses: |00000111122222333444 | 41% s95.m9 Breakdown: 1:100 2:99 3:89 4:71 5:55 6:1 7:0 8:0 9:0 10:0 Total:415/1000 s95.m10 Losses: |00001111122223333457 | 40% s95.m10 Breakdown: 1:99 2:92 3:74 4:80 5:22 6:14 7:14 8:14 9:0 10:0 Total:409/1000 Session loss rate = 53% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #96 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 47 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s96.m1 Losses: |0000011112222233333444455555666667777788889999 | 93% s96.m1 Breakdown: 1:100 2:93 3:98 4:93 5:92 6:98 7:96 8:99 9:86 10:82 Total:937/1000 s96.m2 Losses: |000011112222333334445555667 | 55% s96.m2 Breakdown: 1:98 2:80 3:81 4:85 5:64 6:79 7:49 8:15 9:0 10:0 Total:551/1000 s96.m3 Losses: |000011111222223333444445555566666777788888999 | 90% s96.m3 Breakdown: 1:96 2:96 3:99 4:85 5:95 6:93 7:97 8:92 9:94 10:59 Total:906/1000 s96.m4 Losses: |00001111222223333444455566677778889999 | 76% s96.m4 Breakdown: 1:86 2:93 3:99 4:79 5:65 6:59 7:78 8:63 9:63 10:81 Total:766/1000 s96.m5 Losses: |000001111122222333344444555556666677777889999 | 90% s96.m5 Breakdown: 1:100 2:100 3:100 4:95 5:99 6:98 7:100 8:90 9:50 10:68 Total:900/1000 s96.m6 Losses: |00000111112222233344555 | 47% s96.m6 Breakdown: 1:100 2:100 3:100 4:70 5:42 6:56 7:3 8:0 9:0 10:0 Total:471/1000 s96.m7 Losses: |00001111222223333344445555566667777788889999 | 88% s96.m7 Breakdown: 1:95 2:84 3:96 4:89 5:85 6:93 7:90 8:91 9:85 10:78 Total:886/1000 Total session losses (5417) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] ****************************** Session #97 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.0718 Minimum weight = -4.264 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s97.m1 Losses: |0000011111222223333344445567 | 57% s97.m1 Breakdown: 1:100 2:100 3:100 4:100 5:80 6:46 7:14 8:32 9:0 10:1 Total:573/1000 s97.m2 Losses: |00001111222233344455666788899 | 59% s97.m2 Breakdown: 1:93 2:83 3:69 4:56 5:59 6:49 7:51 8:39 9:45 10:54 Total:598/1000 s97.m3 Losses: |00000111112222333334444455666667777888999 | 82% s97.m3 Breakdown: 1:100 2:100 3:99 4:96 5:86 6:58 7:92 8:77 9:62 10:56 Total:826/1000 s97.m4 Losses: |000011122233344445556667777788899 | 66% s97.m4 Breakdown: 1:88 2:56 3:58 4:67 5:72 6:63 7:67 8:92 9:58 10:48 Total:669/1000 s97.m5 Losses: |00000111112222333334444555666777888999 | 76% s97.m5 Breakdown: 1:100 2:100 3:90 4:98 5:76 6:59 7:58 8:76 9:48 10:64 Total:769/1000 s97.m6 Losses: |000011112223333444555566677788899 | 67% s97.m6 Breakdown: 1:91 2:72 3:70 4:70 5:76 6:74 7:66 8:48 9:59 10:53 Total:679/1000 s97.m7 Losses: |00000111122222333344444555556666677777888899 | 88% s97.m7 Breakdown: 1:100 2:97 3:89 4:86 5:97 6:98 7:100 8:100 9:74 10:42 Total:883/1000 s97.m8 Losses: |00011 | 10% s97.m8 Breakdown: 1:73 2:30 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:103/1000 Total session losses (5100) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [momentum] ****************************** Session #98 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.576 Momentum = 0.9348 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s98.m1 Losses: |000011111222333344445 | 43% s98.m1 Breakdown: 1:99 2:89 3:68 4:75 5:73 6:30 7:0 8:0 9:0 10:0 Total:434/1000 s98.m2 Losses: |00001111122222333334444455556666677777888889999 | 95% s98.m2 Breakdown: 1:96 2:98 3:95 4:97 5:94 6:99 7:92 8:95 9:96 10:91 Total:953/1000 s98.m3 Losses: |000011111222233333444555566677 | 61% s98.m3 Breakdown: 1:93 2:92 3:91 4:86 5:62 6:82 7:68 8:36 9:0 10:0 Total:610/1000 s98.m4 Losses: |00001111122222333334444555556666677778888899999 | 94% s98.m4 Breakdown: 1:99 2:99 3:91 4:95 5:95 6:92 7:89 8:92 9:95 10:94 Total:941/1000 s98.m5 Losses: |000001111122222333334444455555666677777888889999 | 97% s98.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:99 9:93 10:82 Total:972/1000 s98.m6 Losses: |000011111222223333344444556667777888889999 | 85% s98.m6 Breakdown: 1:99 2:96 3:98 4:96 5:91 6:40 7:64 8:81 9:95 10:95 Total:855/1000 s98.m7 Losses: |0000111223 | 20% s98.m7 Breakdown: 1:98 2:51 3:47 4:8 5:0 6:0 7:0 8:0 9:0 10:0 Total:204/1000 s98.m8 Losses: |0000011111222223333344444555556666677778888899999 | 98% s98.m8 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:99 9:94 10:94 Total:987/1000 Total session losses (5956) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [max link wt] ****************************** Session #99 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 52 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1524 Minimum weight = -3.424 Maximum weight = -0.12 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s99.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s99.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s99.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s99.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s99.m3 Losses: |000011111222233333444555566677778888999 | 79% s99.m3 Breakdown: 1:88 2:92 3:99 4:81 5:75 6:70 7:70 8:71 9:74 10:73 Total:793/1000 s99.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s99.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s99.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s99.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s99.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s99.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5793) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #100 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.428 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s100.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s100.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s100.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s100.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s100.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s100.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s100.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #101 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 42 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s101.m1 Losses: |0000111122223333444555667788899 | 62% s101.m1 Breakdown: 1:99 2:69 3:90 4:70 5:58 6:57 7:47 8:45 9:47 10:47 Total:629/1000 s101.m2 Losses: |0000111112222233334444455566667777788889999 | 86% s101.m2 Breakdown: 1:99 2:96 3:91 4:92 5:84 6:70 7:85 8:83 9:86 10:76 Total:862/1000 s101.m3 Losses: |000001111222223333444455556 | 55% s101.m3 Breakdown: 1:100 2:88 3:96 4:85 5:87 6:82 7:18 8:0 9:0 10:0 Total:556/1000 s101.m4 Losses: |000011122233334444455556666777788889999 | 78% s101.m4 Breakdown: 1:95 2:55 3:55 4:91 5:88 6:86 7:78 8:81 9:88 10:67 Total:784/1000 s101.m5 Losses: |00000111222233344444555 | 46% s101.m5 Breakdown: 1:100 2:63 3:81 4:73 5:85 6:59 7:6 8:0 9:0 10:0 Total:467/1000 s101.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s101.m6 Breakdown: 1:99 2:98 3:98 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:995/1000 s101.m7 Losses: |000001111222233333444445555666677777888899999 | 90% s101.m7 Breakdown: 1:100 2:91 3:82 4:93 5:95 6:92 7:84 8:92 9:87 10:90 Total:906/1000 Total session losses (5199) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #102 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1434 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s102.m1 Losses: |000011222233334444455666778889999 | 67% s102.m1 Breakdown: 1:81 2:55 3:65 4:84 5:99 6:53 7:47 8:44 9:53 10:94 Total:675/1000 s102.m2 Losses: |000011111222223333444445555666 | 61% s102.m2 Breakdown: 1:98 2:93 3:93 4:88 5:90 6:81 7:72 8:3 9:0 10:0 Total:618/1000 s102.m3 Losses: |000011111222223333344444555566667777788889999 | 90% s102.m3 Breakdown: 1:95 2:100 3:99 4:94 5:94 6:85 7:87 8:90 9:85 10:79 Total:908/1000 s102.m4 Losses: |00011122333344556677888999 | 52% s102.m4 Breakdown: 1:63 2:58 3:42 4:82 5:41 6:43 7:38 8:40 9:62 10:58 Total:527/1000 s102.m5 Losses: |0000111112222233333444445555666667777788999 | 86% s102.m5 Breakdown: 1:99 2:91 3:95 4:96 5:100 6:93 7:97 8:97 9:42 10:58 Total:868/1000 s102.m6 Losses: |0000011112222333334444455555666667777888999 | 86% s102.m6 Breakdown: 1:100 2:82 3:97 4:100 5:100 6:95 7:87 8:88 9:70 10:49 Total:868/1000 s102.m7 Losses: |00000111112222333334444455555666677777888899999 | 95% s102.m7 Breakdown: 1:100 2:100 3:97 4:99 5:92 6:95 7:88 8:97 9:91 10:92 Total:951/1000 Total session losses (5415) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [max link wt] ****************************** Session #103 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 1.0362 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.656 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s103.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s103.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s103.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s103.m2 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s103.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s103.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s103.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s103.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s103.m5 Losses: |0000111112222233333444445555566666777778888899999 | 99% s103.m5 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s103.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s103.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5998) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [min link wt] ****************************** Session #104 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.132 Minimum weight = -3.936 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s104.m1 Losses: |00001111122222333334444455556667777788889999 | 89% s104.m1 Breakdown: 1:96 2:98 3:97 4:96 5:96 6:85 7:70 8:86 9:82 10:85 Total:891/1000 s104.m2 Losses: |001112233344555667778899 | 49% s104.m2 Breakdown: 1:51 2:59 3:47 4:49 5:46 6:54 7:44 8:58 9:45 10:41 Total:494/1000 s104.m3 Losses: |000011111222223333444445555666677777888889999 | 90% s104.m3 Breakdown: 1:97 2:88 3:95 4:92 5:94 6:80 7:92 8:87 9:96 10:88 Total:909/1000 s104.m4 Losses: |000011223334445556677788999 | 54% s104.m4 Breakdown: 1:80 2:52 3:45 4:47 5:66 6:54 7:53 8:50 9:44 10:52 Total:543/1000 s104.m5 Losses: |00001111222223333444445555666667777888899999 | 88% s104.m5 Breakdown: 1:99 2:76 3:89 4:91 5:92 6:91 7:86 8:94 9:71 10:94 Total:883/1000 s104.m6 Losses: |00001111122233333444455555666677778888999 | 82% s104.m6 Breakdown: 1:98 2:85 3:62 4:96 5:95 6:91 7:77 8:79 9:78 10:61 Total:822/1000 s104.m7 Losses: |0000111222223333444455556666777888899999 | 80% s104.m7 Breakdown: 1:85 2:73 3:86 4:77 5:81 6:79 7:85 8:66 9:84 10:86 Total:802/1000 Total session losses (5344) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #105 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.488 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s105.m1 Losses: |000011111222223333444445555666667777888889999 | 90% s105.m1 Breakdown: 1:99 2:96 3:95 4:87 5:94 6:86 7:89 8:93 9:87 10:76 Total:902/1000 s105.m2 Losses: |0000111112222333444455566677788888999 | 75% s105.m2 Breakdown: 1:96 2:92 3:78 4:64 5:73 6:72 7:61 8:63 9:81 10:70 Total:750/1000 s105.m3 Losses: |00011122233344455666677 | 46% s105.m3 Breakdown: 1:76 2:52 3:64 4:50 5:58 6:53 7:70 8:37 9:0 10:0 Total:460/1000 s105.m4 Losses: |00001111122222333334444455556666677777888899999 | 95% s105.m4 Breakdown: 1:99 2:97 3:96 4:98 5:96 6:92 7:94 8:91 9:93 10:95 Total:951/1000 s105.m5 Losses: |00000111122222333344455556666677778888899999 | 88% s105.m5 Breakdown: 1:100 2:91 3:89 4:80 5:61 6:95 7:91 8:91 9:91 10:91 Total:880/1000 s105.m6 Losses: |000011122233444556677788999 | 54% s105.m6 Breakdown: 1:87 2:55 3:58 4:47 5:53 6:43 7:52 8:52 9:50 10:52 Total:549/1000 s105.m7 Losses: |00000111122223344556667788899 | 59% s105.m7 Breakdown: 1:100 2:99 3:61 4:47 5:49 6:42 7:46 8:46 9:61 10:43 Total:594/1000 Total session losses (5086) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #106 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.6474 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s106.m1 Losses: |000001111222223333344445566677788889999 | 78% s106.m1 Breakdown: 1:100 2:99 3:100 4:99 5:64 6:54 7:54 8:50 9:95 10:69 Total:784/1000 s106.m2 Losses: |0000111112222333334444455556666677788888999 | 87% s106.m2 Breakdown: 1:97 2:89 3:93 4:95 5:89 6:90 7:89 8:76 9:87 10:68 Total:873/1000 s106.m3 Losses: |0000111112222233333444445555566666777788889999 | 92% s106.m3 Breakdown: 1:99 2:100 3:98 4:100 5:94 6:95 7:94 8:92 9:76 10:78 Total:926/1000 s106.m4 Losses: |0000111222223333444567777788899 | 63% s106.m4 Breakdown: 1:94 2:60 3:87 4:91 5:58 6:29 7:18 8:88 9:61 10:45 Total:631/1000 s106.m5 Losses: |000111122223333344445555566666777788889 | 78% s106.m5 Breakdown: 1:77 2:71 3:87 4:88 5:96 6:97 7:95 8:79 9:79 10:15 Total:784/1000 s106.m6 Losses: |00001111122223 | 28% s106.m6 Breakdown: 1:98 2:95 3:72 4:23 5:0 6:0 7:0 8:0 9:0 10:0 Total:288/1000 s106.m7 Losses: |0000111112222233333444555567 | 56% s106.m7 Breakdown: 1:98 2:95 3:97 4:92 5:73 6:69 7:34 8:3 9:0 10:0 Total:561/1000 s106.m8 Losses: |000111112222333344455566677788899 | 67% s106.m8 Breakdown: 1:75 2:98 3:84 4:78 5:62 6:56 7:58 8:58 9:56 10:54 Total:679/1000 Total session losses (5526) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #107 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.666 Encouragement = 0.1174 Minimum weight = -1.796 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s107.m1 Losses: |0000111112222233333444445555566666777778888899999 | 99% s107.m1 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s107.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s107.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s107.m3 Losses: |0000111112222333334444555566666777778888899999 | 92% s107.m3 Breakdown: 1:99 2:82 3:88 4:92 5:87 6:83 7:94 8:98 9:98 10:99 Total:920/1000 s107.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s107.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s107.m5 Losses: |0000011111222223333344445555566666777778888899999 | 98% s107.m5 Breakdown: 1:100 2:100 3:100 4:100 5:95 6:100 7:97 8:95 9:99 10:99 Total:985/1000 s107.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s107.m6 Breakdown: 1:98 2:99 3:100 4:97 5:100 6:100 7:100 8:100 9:100 10:99 Total:993/1000 Total session losses (5897) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #108 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.868 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s108.m1 Losses: |0000011112223334445566677888999 | 62% s108.m1 Breakdown: 1:100 2:88 3:54 4:58 5:63 6:49 7:52 8:52 9:51 10:57 Total:624/1000 s108.m2 Losses: |000011111222223333344444555556666777778888899999 | 96% s108.m2 Breakdown: 1:99 2:100 3:100 4:100 5:86 6:95 7:98 8:96 9:93 10:98 Total:965/1000 s108.m3 Losses: |00000111112233333444445555566667777788888999 | 89% s108.m3 Breakdown: 1:100 2:100 3:52 4:100 5:95 6:94 7:96 8:96 9:98 10:67 Total:898/1000 s108.m4 Losses: |000001111122222333334444455556666677777888899999 | 97% s108.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:95 8:90 9:95 10:94 Total:972/1000 s108.m5 Losses: |00000111122222333334444455555666667777888889999 | 95% s108.m5 Breakdown: 1:100 2:99 3:97 4:100 5:97 6:98 7:90 8:89 9:93 10:90 Total:953/1000 s108.m6 Losses: |0000111112222233333444445555666778889999 | 81% s108.m6 Breakdown: 1:99 2:100 3:100 4:100 5:91 6:72 7:59 8:47 9:56 10:91 Total:815/1000 Total session losses (5227) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [min link wt] ****************************** Session #109 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.627 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.188 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s109.m1 Losses: |00001111122222333344444555556667777888899999 | 88% s109.m1 Breakdown: 1:99 2:96 3:93 4:88 5:93 6:98 7:68 8:81 9:75 10:98 Total:889/1000 s109.m2 Losses: |0000011112223334455567788999 | 56% s109.m2 Breakdown: 1:100 2:94 3:59 4:52 5:49 6:48 7:35 8:36 9:41 10:52 Total:566/1000 s109.m3 Losses: |0000111112222333444556667778899 | 63% s109.m3 Breakdown: 1:99 2:92 3:88 4:54 5:50 6:51 7:54 8:54 9:47 10:49 Total:638/1000 s109.m4 Losses: |000011112222233344445 | 43% s109.m4 Breakdown: 1:88 2:90 3:88 4:60 5:76 6:35 7:0 8:0 9:0 10:0 Total:437/1000 s109.m5 Losses: |0000111222333 | 27% s109.m5 Breakdown: 1:81 2:73 3:60 4:58 5:0 6:0 7:0 8:0 9:0 10:0 Total:272/1000 s109.m6 Losses: |000011111222223333444 | 43% s109.m6 Breakdown: 1:99 2:88 3:93 4:98 5:56 6:0 7:0 8:0 9:0 10:0 Total:434/1000 s109.m7 Losses: |00001111122222333334444555566666777788889999 | 89% s109.m7 Breakdown: 1:99 2:87 3:96 4:99 5:80 6:98 7:92 8:87 9:78 10:74 Total:890/1000 s109.m8 Losses: |0000011111222233333444 | 45% s109.m8 Breakdown: 1:100 2:100 3:97 4:94 5:61 6:0 7:0 8:0 9:0 10:0 Total:452/1000 s109.m9 Losses: |0000111 | 14% s109.m9 Breakdown: 1:99 2:43 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:142/1000 s109.m10 Losses: |000011111222233333444445555666667777888899999 | 90% s109.m10 Breakdown: 1:95 2:91 3:90 4:93 5:91 6:95 7:93 8:78 9:89 10:93 Total:908/1000 Session loss rate = 56% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #110 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.5802 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s110.m1 Losses: |000011 | 13% s110.m1 Breakdown: 1:82 2:50 3:0 4:0 5:0 6:7 7:0 8:0 9:0 10:0 Total:139/1000 s110.m2 Losses: |00000111112222233344556 | 46% s110.m2 Breakdown: 1:100 2:100 3:100 4:65 5:47 6:45 7:4 8:6 9:1 10:0 Total:468/1000 s110.m3 Losses: |00001111122233344445555666667777788889999 | 83% s110.m3 Breakdown: 1:97 2:86 3:61 4:60 5:82 6:92 7:99 8:91 9:88 10:80 Total:836/1000 s110.m4 Losses: |000011122223334455556677788999 | 60% s110.m4 Breakdown: 1:90 2:63 3:72 4:64 5:48 6:65 7:51 8:47 9:50 10:51 Total:601/1000 s110.m5 Losses: |000011111222223333444455556666677777888899999 | 91% s110.m5 Breakdown: 1:98 2:94 3:96 4:90 5:80 6:77 7:89 8:97 9:97 10:99 Total:917/1000 s110.m6 Losses: |0000011112222334455667777888899999 | 68% s110.m6 Breakdown: 1:100 2:97 3:68 4:40 5:49 6:35 7:45 8:79 9:83 10:89 Total:685/1000 s110.m7 Losses: |00011122333444556677788999 | 52% s110.m7 Breakdown: 1:67 2:55 3:52 4:60 5:50 6:45 7:50 8:49 9:50 10:48 Total:526/1000 s110.m8 Losses: |00000111112222233333444445555566666777778888899999| 100% s110.m8 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5172) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #111 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.596 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s111.m1 Losses: |00001111122223333444455555666677777888899999 | 88% s111.m1 Breakdown: 1:97 2:90 3:89 4:74 5:87 6:91 7:87 8:91 9:88 10:87 Total:881/1000 s111.m2 Losses: |0000011111222223333344444555566666777778888899999 | 99% s111.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:99 8:100 9:100 10:100 Total:998/1000 s111.m3 Losses: |0000111112222233334444455555666677777888889999 | 93% s111.m3 Breakdown: 1:99 2:98 3:92 4:88 5:91 6:92 7:92 8:96 9:93 10:94 Total:935/1000 s111.m4 Losses: |0000111112222333334444455555666677777888899999 | 92% s111.m4 Breakdown: 1:98 2:94 3:84 4:95 5:95 6:96 7:90 8:91 9:84 10:93 Total:920/1000 s111.m5 Losses: |00001111122233344455556667778889999 | 71% s111.m5 Breakdown: 1:99 2:91 3:52 4:61 5:75 6:81 7:51 8:50 9:75 10:79 Total:714/1000 s111.m6 Losses: |000001111122222333344445556667788899 | 73% s111.m6 Breakdown: 1:100 2:100 3:100 4:98 5:77 6:47 7:60 8:52 9:50 10:55 Total:739/1000 Total session losses (5187) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [momentum] [encouragement] [min link wt] ****************************** Session #112 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 35 nodes Learning Rate = 0.777 Momentum = 0.7578 Encouragement = 0.1052 Minimum weight = -5.108 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s112.m1 Losses: |00001111122222333344444555556666677777888899999 | 95% s112.m1 Breakdown: 1:94 2:97 3:90 4:93 5:96 6:99 7:97 8:97 9:96 10:94 Total:953/1000 s112.m2 Losses: |00001111122222333344444555566667777888899999 | 88% s112.m2 Breakdown: 1:96 2:97 3:99 4:85 5:85 6:83 7:84 8:85 9:85 10:85 Total:884/1000 s112.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s112.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s112.m4 Losses: |0000111112222233333444455555666677777888899999 | 92% s112.m4 Breakdown: 1:98 2:99 3:96 4:91 5:94 6:90 7:88 8:93 9:89 10:88 Total:926/1000 s112.m5 Losses: |000001111222223333444455555666667777788889999 | 91% s112.m5 Breakdown: 1:100 2:97 3:83 4:87 5:88 6:95 7:97 8:93 9:86 10:90 Total:916/1000 s112.m6 Losses: |00001111122222333344444555556666677778888899999 | 94% s112.m6 Breakdown: 1:89 2:94 3:97 4:97 5:93 6:94 7:96 8:97 9:95 10:97 Total:949/1000 Total session losses (5628) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #113 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.492 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s113.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s113.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s113.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s113.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s113.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s113.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s113.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (6000) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #114 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1348 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s114.m1 Losses: |00001111122222333334444455555666667777788888999 | 95% s114.m1 Breakdown: 1:99 2:100 3:97 4:99 5:100 6:97 7:99 8:98 9:91 10:78 Total:958/1000 s114.m2 Losses: |00001 | 10% s114.m2 Breakdown: 1:85 2:19 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:104/1000 s114.m3 Losses: |0000111112222233334445556667777 | 62% s114.m3 Breakdown: 1:99 2:90 3:91 4:82 5:65 6:55 7:76 8:68 9:0 10:0 Total:626/1000 s114.m4 Losses: |000001111122223333344445556 | 55% s114.m4 Breakdown: 1:100 2:100 3:92 4:91 5:88 6:58 7:21 8:0 9:0 10:0 Total:550/1000 s114.m5 Losses: |000011111222223333344444555556666677777888899999 | 96% s114.m5 Breakdown: 1:99 2:100 3:92 4:99 5:98 6:95 7:98 8:99 9:91 10:96 Total:967/1000 s114.m6 Losses: |00001111122223444556 | 41% s114.m6 Breakdown: 1:81 2:100 3:80 4:37 5:49 6:42 7:24 8:0 9:0 10:0 Total:413/1000 s114.m7 Losses: |0000011112222233333444445555666677777888899999 | 92% s114.m7 Breakdown: 1:100 2:95 3:98 4:98 5:96 6:88 7:72 8:93 9:95 10:88 Total:923/1000 s114.m8 Losses: |00000111112222333334444455555666667777788889999 | 94% s114.m8 Breakdown: 1:100 2:100 3:99 4:99 5:99 6:97 7:99 8:98 9:85 10:67 Total:943/1000 Total session losses (5484) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #115 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.126 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s115.m1 Losses: |00001111222233334444555556666677778888899999 | 89% s115.m1 Breakdown: 1:89 2:79 3:74 4:87 5:85 6:88 7:98 8:99 9:98 10:100 Total:897/1000 s115.m2 Losses: |000011 | 13% s115.m2 Breakdown: 1:94 2:45 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:139/1000 s115.m3 Losses: |0000011111222233333444455555666667777888889999 | 92% s115.m3 Breakdown: 1:100 2:100 3:89 4:95 5:90 6:100 7:96 8:87 9:94 10:76 Total:927/1000 s115.m4 Losses: |00001111122334445566677777889 | 58% s115.m4 Breakdown: 1:99 2:90 3:41 4:34 5:63 6:35 7:64 8:94 9:48 10:16 Total:584/1000 s115.m5 Losses: |000011111222233333444 | 42% s115.m5 Breakdown: 1:90 2:95 3:94 4:82 5:63 6:0 7:0 8:0 9:0 10:0 Total:424/1000 s115.m6 Losses: |0001112222233333444 | 39% s115.m6 Breakdown: 1:60 2:78 3:98 4:91 5:60 6:3 7:0 8:0 9:0 10:0 Total:390/1000 s115.m7 Losses: |00111122222333334444455556666677788889999 | 82% s115.m7 Breakdown: 1:55 2:83 3:98 4:97 5:94 6:92 7:86 8:69 9:75 10:79 Total:828/1000 s115.m8 Losses: |0000011111222233444 | 38% s115.m8 Breakdown: 1:100 2:100 3:80 4:53 5:48 6:5 7:0 8:0 9:0 10:0 Total:386/1000 s115.m9 Losses: |000 | 6% s115.m9 Breakdown: 1:60 2:2 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:62/1000 s115.m10 Losses: |000111222223333445556666777888999 | 66% s115.m10 Breakdown: 1:62 2:64 3:94 4:81 5:49 6:54 7:77 8:75 9:56 10:53 Total:665/1000 Session loss rate = 53% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #116 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.2 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s116.m1 Losses: |00001111122233 | 28% s116.m1 Breakdown: 1:98 2:96 3:63 4:24 5:0 6:0 7:0 8:0 9:0 10:0 Total:281/1000 s116.m2 Losses: |00011 | 10% s116.m2 Breakdown: 1:74 2:31 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:105/1000 s116.m3 Losses: |00001112223333344 | 35% s116.m3 Breakdown: 1:99 2:60 3:60 4:97 5:38 6:0 7:0 8:0 9:0 10:0 Total:354/1000 s116.m4 Losses: |00001111222233334444555666777788999 | 70% s116.m4 Breakdown: 1:97 2:73 3:83 4:81 5:78 6:58 7:58 8:72 9:54 10:54 Total:708/1000 s116.m5 Losses: |000011112222333444555666777888899 | 67% s116.m5 Breakdown: 1:86 2:91 3:68 4:66 5:60 6:68 7:49 8:61 9:76 10:52 Total:677/1000 s116.m6 Losses: |0000111112222233333444455555666677889 | 74% s116.m6 Breakdown: 1:96 2:95 3:97 4:94 5:86 6:92 7:82 8:48 9:38 10:21 Total:749/1000 s116.m7 Losses: |00000111112222233333444455566677789 | 71% s116.m7 Breakdown: 1:100 2:100 3:100 4:100 5:90 6:69 7:52 8:54 9:30 10:16 Total:711/1000 s116.m8 Losses: |00000111 | 17% s116.m8 Breakdown: 1:100 2:78 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:178/1000 s116.m9 Losses: |00001111122223333344444555566667777788888999 | 89% s116.m9 Breakdown: 1:99 2:94 3:76 4:95 5:97 6:86 7:91 8:97 9:88 10:75 Total:898/1000 s116.m10 Losses: |00001111122222333334445566778889 | 65% s116.m10 Breakdown: 1:99 2:100 3:99 4:88 5:69 6:43 7:36 8:45 9:43 10:35 Total:657/1000 Session loss rate = 53% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #117 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 51 nodes Learning Rate = 0.5496 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s117.m1 Losses: |000001111222223333444455556666777778888999 | 85% s117.m1 Breakdown: 1:100 2:99 3:96 4:73 5:79 6:74 7:94 8:88 9:81 10:72 Total:856/1000 s117.m2 Losses: |000011112222233334444556778888999 | 66% s117.m2 Breakdown: 1:99 2:67 3:97 4:84 5:75 6:54 7:10 8:52 9:67 10:55 Total:660/1000 s117.m3 Losses: |000011111222223333444 | 42% s117.m3 Breakdown: 1:97 2:93 3:99 4:74 5:63 6:0 7:0 8:0 9:0 10:0 Total:426/1000 s117.m4 Losses: |000001111222233333444445555666667777888889999 | 91% s117.m4 Breakdown: 1:100 2:87 3:82 4:96 5:99 6:95 7:84 8:92 9:97 10:87 Total:919/1000 s117.m5 Losses: |00001111122222333445556667788999 | 64% s117.m5 Breakdown: 1:97 2:92 3:100 4:69 5:41 6:53 7:52 8:46 9:44 10:47 Total:641/1000 s117.m6 Losses: |00001111122222333344444555566666777788899999 | 88% s117.m6 Breakdown: 1:99 2:98 3:85 4:88 5:91 6:94 7:89 8:83 9:68 10:87 Total:882/1000 s117.m7 Losses: |0000111112222233334444455555666667777888889999 | 92% s117.m7 Breakdown: 1:99 2:95 3:89 4:92 5:99 6:96 7:98 8:89 9:91 10:80 Total:928/1000 Total session losses (5312) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [momentum] [encouragement] ****************************** Session #118 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 41 nodes Learning Rate = 0.8304 Momentum = 0.8208 Encouragement = 0.0936 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s118.m1 Losses: |0000112223 | 20% s118.m1 Breakdown: 1:82 2:50 3:59 4:13 5:0 6:0 7:0 8:0 9:0 10:0 Total:204/1000 s118.m2 Losses: |00000111122222333344445555 | 53% s118.m2 Breakdown: 1:100 2:98 3:90 4:84 5:85 6:65 7:16 8:0 9:0 10:0 Total:538/1000 s118.m3 Losses: |0000111112222333444556667788899 | 63% s118.m3 Breakdown: 1:99 2:90 3:80 4:60 5:60 6:48 7:49 8:50 9:47 10:51 Total:634/1000 s118.m4 Losses: |00000111122222333334444455556666677777888899999 | 94% s118.m4 Breakdown: 1:100 2:97 3:97 4:97 5:92 6:96 7:97 8:91 9:91 10:91 Total:949/1000 s118.m5 Losses: |000011122222333344455566667777788889999 | 78% s118.m5 Breakdown: 1:98 2:56 3:88 4:85 5:72 6:59 7:74 8:91 9:83 10:82 Total:788/1000 s118.m6 Losses: |0000011112222233344445555666777888999 | 74% s118.m6 Breakdown: 1:100 2:91 3:93 4:75 5:72 6:71 7:66 8:59 9:68 10:50 Total:745/1000 s118.m7 Losses: |000011112223334 | 30% s118.m7 Breakdown: 1:99 2:65 3:56 4:60 5:23 6:0 7:0 8:0 9:0 10:0 Total:303/1000 s118.m8 Losses: |00001111122233334445555666667778 | 65% s118.m8 Breakdown: 1:99 2:81 3:78 4:69 5:56 6:89 7:94 8:70 9:22 10:0 Total:658/1000 s118.m9 Losses: |0000111112222233334444555556666777788889999 | 87% s118.m9 Breakdown: 1:92 2:94 3:96 4:90 5:87 6:82 7:85 8:74 9:81 10:95 Total:876/1000 Total session losses (5695) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #119 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.736 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s119.m1 Losses: |000011122 | 18% s119.m1 Breakdown: 1:91 2:62 3:36 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:189/1000 s119.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s119.m2 Breakdown: 1:98 2:96 3:100 4:99 5:100 6:100 7:100 8:100 9:100 10:100 Total:993/1000 s119.m3 Losses: |000111 | 12% s119.m3 Breakdown: 1:77 2:49 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:126/1000 s119.m4 Losses: |00001111222 | 22% s119.m4 Breakdown: 1:99 2:73 3:51 4:4 5:0 6:0 7:0 8:0 9:0 10:0 Total:227/1000 s119.m5 Losses: |000011111222223333344444555556666677777888889999 | 97% s119.m5 Breakdown: 1:99 2:100 3:100 4:100 5:96 6:100 7:97 8:95 9:96 10:89 Total:972/1000 s119.m6 Losses: |0000011111222223333444445555566666777778888899999 | 99% s119.m6 Breakdown: 1:100 2:100 3:100 4:99 5:100 6:100 7:100 8:100 9:99 10:100 Total:998/1000 s119.m7 Losses: |000011111222223333444455566666777 | 66% s119.m7 Breakdown: 1:93 2:99 3:95 4:92 5:68 6:67 7:94 8:54 9:4 10:0 Total:666/1000 s119.m8 Losses: |00001111122223 | 28% s119.m8 Breakdown: 1:98 2:100 3:70 4:15 5:0 6:0 7:0 8:0 9:0 10:0 Total:283/1000 s119.m9 Losses: |00001111122223333445555 | 47% s119.m9 Breakdown: 1:92 2:91 3:88 4:75 5:38 6:84 7:4 8:0 9:0 10:0 Total:472/1000 s119.m10 Losses: |0000011112222333445556677888999 | 63% s119.m10 Breakdown: 1:100 2:89 3:81 4:52 5:44 6:55 7:52 8:46 9:57 10:56 Total:632/1000 Session loss rate = 55% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [max link wt] ****************************** Session #120 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 41 nodes Learning Rate = 0.699 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.528 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s120.m1 Losses: |0000011111222223333344444555566666777778888899999 | 99% s120.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:94 8:100 9:100 10:100 Total:992/1000 s120.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s120.m2 Breakdown: 1:98 2:100 3:100 4:100 5:100 6:100 7:98 8:100 9:100 10:100 Total:996/1000 s120.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s120.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s120.m4 Losses: |00000111122223333344445555566666777778888899999 | 95% s120.m4 Breakdown: 1:100 2:87 3:90 4:85 5:90 6:100 7:100 8:100 9:100 10:100 Total:952/1000 s120.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s120.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s120.m6 Losses: |000001111122222333334444455555666667777788889999 | 96% s120.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:95 10:67 Total:962/1000 Total session losses (5902) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [max link wt] ****************************** Session #121 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1656 Minimum weight = -3.424 Maximum weight = 0.00800002 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s121.m1 Losses: |000001111222223333344444555566666777778888899999 | 97% s121.m1 Breakdown: 1:100 2:97 3:94 4:94 5:95 6:95 7:100 8:99 9:100 10:99 Total:973/1000 s121.m2 Losses: |0000111112222233333444445555566666777778888899999 | 98% s121.m2 Breakdown: 1:91 2:93 3:99 4:100 5:99 6:100 7:100 8:98 9:100 10:100 Total:980/1000 s121.m3 Losses: |000011111222233333444445555566666777778888899999 | 97% s121.m3 Breakdown: 1:96 2:88 3:92 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:976/1000 s121.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s121.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s121.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s121.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s121.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s121.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5929) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #122 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 50 nodes Learning Rate = 0.5826 Momentum = 0.9426 Encouragement = 0.1174 Minimum weight = -3.684 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s122.m1 Losses: |000011111222223333344444555556666677778888899999 | 96% s122.m1 Breakdown: 1:99 2:100 3:95 4:100 5:96 6:95 7:95 8:94 9:95 10:93 Total:962/1000 s122.m2 Losses: |00000111122222333344445555666677778888899999 | 88% s122.m2 Breakdown: 1:100 2:97 3:91 4:80 5:85 6:80 7:79 8:77 9:99 10:96 Total:884/1000 s122.m3 Losses: |000001111122222333344444555556666777778888899999 | 97% s122.m3 Breakdown: 1:100 2:100 3:100 4:98 5:100 6:87 7:91 8:100 9:97 10:98 Total:971/1000 s122.m4 Losses: |0000011112222233333444445555566666777778899 | 86% s122.m4 Breakdown: 1:100 2:98 3:100 4:100 5:90 6:100 7:97 8:97 9:43 10:40 Total:865/1000 s122.m5 Losses: |00000111122223333344444555566667777788889999 | 89% s122.m5 Breakdown: 1:100 2:87 3:92 4:92 5:91 6:88 7:88 8:93 9:82 10:81 Total:894/1000 s122.m6 Losses: |000001111122222333334444455555666677778888 | 85% s122.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:96 8:77 9:79 10:3 Total:855/1000 Total session losses (5431) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #123 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 45 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s123.m1 Losses: |000011112222233334444455555666677778888999 | 84% s123.m1 Breakdown: 1:83 2:84 3:95 4:95 5:91 6:94 7:96 8:65 9:83 10:62 Total:848/1000 s123.m2 Losses: |0000111112222233334 | 38% s123.m2 Breakdown: 1:99 2:99 3:91 4:79 5:13 6:0 7:0 8:0 9:0 10:0 Total:381/1000 s123.m3 Losses: |00011122333444556667778888999 | 58% s123.m3 Breakdown: 1:75 2:50 3:51 4:58 5:47 6:54 7:50 8:69 9:66 10:62 Total:582/1000 s123.m4 Losses: |0000111112222233334444455 | 50% s123.m4 Breakdown: 1:95 2:96 3:99 4:83 5:90 6:46 7:0 8:0 9:0 10:0 Total:509/1000 s123.m5 Losses: |000011111222233333444445555666667778888899999 | 90% s123.m5 Breakdown: 1:97 2:89 3:90 4:93 5:92 6:97 7:91 8:70 9:97 10:91 Total:907/1000 s123.m6 Losses: |00000111222333334444455556666677778888899999 | 88% s123.m6 Breakdown: 1:100 2:71 3:63 4:90 5:98 6:95 7:84 8:93 9:93 10:95 Total:882/1000 s123.m7 Losses: |0011112222233333444445555566666777778889999 | 87% s123.m7 Breakdown: 1:59 2:77 3:100 4:98 5:98 6:100 7:98 8:94 9:71 10:79 Total:874/1000 s123.m8 Losses: |00011111222233333444455556666677 | 64% s123.m8 Breakdown: 1:70 2:98 3:90 4:89 5:81 6:90 7:84 8:41 9:0 10:0 Total:643/1000 Total session losses (5626) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #124 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 51 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s124.m1 Losses: |000001111222223334444455556677788899 | 72% s124.m1 Breakdown: 1:100 2:95 3:95 4:64 5:100 6:69 7:52 8:50 9:56 10:42 Total:723/1000 s124.m2 Losses: |000011122222333444456789 | 48% s124.m2 Breakdown: 1:80 2:72 3:90 4:73 5:78 6:23 7:7 8:21 9:19 10:21 Total:484/1000 s124.m3 Losses: |000001111223334455566677888999 | 60% s124.m3 Breakdown: 1:100 2:84 3:47 4:55 5:46 6:57 7:55 8:47 9:57 10:56 Total:604/1000 s124.m4 Losses: |000001111122222333334444555556666677777888889999 | 96% s124.m4 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:98 7:95 8:97 9:92 10:82 Total:963/1000 s124.m5 Losses: |000011111222223333444445555666677777888889999 | 91% s124.m5 Breakdown: 1:98 2:85 3:97 4:94 5:92 6:87 7:83 8:100 9:98 10:85 Total:919/1000 s124.m6 Losses: |000001111122222333344444555556666777778888899999 | 96% s124.m6 Breakdown: 1:100 2:100 3:100 4:97 5:92 6:98 7:86 8:93 9:100 10:100 Total:966/1000 s124.m7 Losses: |0000111112222333344445555566667777888899999 | 86% s124.m7 Breakdown: 1:99 2:93 3:81 4:78 5:76 6:95 7:78 8:84 9:86 10:90 Total:860/1000 Total session losses (5519) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #125 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 1.053 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s125.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s125.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s125.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s125.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s125.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s125.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s125.m4 Losses: |0000111112222233333444445555566666777778888899999 | 99% s125.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s125.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s125.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s125.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s125.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5999) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #126 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.5394 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s126.m1 Losses: |00000111112222333334444455566667777888999 | 82% s126.m1 Breakdown: 1:100 2:100 3:94 4:95 5:92 6:74 7:77 8:83 9:64 10:48 Total:827/1000 s126.m2 Losses: |000 | 7% s126.m2 Breakdown: 1:63 2:1 3:7 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:71/1000 s126.m3 Losses: |0000011112222233333444455566667777888889999 | 87% s126.m3 Breakdown: 1:100 2:99 3:94 4:91 5:81 6:71 7:80 8:69 9:95 10:99 Total:879/1000 s126.m4 Losses: |00001111122234 | 29% s126.m4 Breakdown: 1:99 2:95 3:65 4:15 5:19 6:3 7:0 8:0 9:0 10:0 Total:296/1000 s126.m5 Losses: |00000111112222233333444455556666777888999 | 83% s126.m5 Breakdown: 1:100 2:100 3:100 4:100 5:88 6:91 7:72 8:68 9:56 10:62 Total:837/1000 s126.m6 Losses: |00000111112222233333444455555666677788999 | 82% s126.m6 Breakdown: 1:100 2:100 3:100 4:100 5:96 6:100 7:75 8:55 9:49 10:48 Total:823/1000 s126.m7 Losses: |00000111112222233333444445555566667777788899999 | 94% s126.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:99 8:85 9:70 10:87 Total:941/1000 s126.m8 Losses: |000011111222333344445555666777888899 | 73% s126.m8 Breakdown: 1:99 2:93 3:50 4:82 5:77 6:80 7:72 8:57 9:72 10:48 Total:730/1000 Total session losses (5404) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #127 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 51 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s127.m1 Losses: |0000011111222223334445566677888999 | 68% s127.m1 Breakdown: 1:100 2:100 3:100 4:73 5:49 6:50 7:53 8:50 9:55 10:51 Total:681/1000 s127.m2 Losses: |000001111222233444455556677888999 | 66% s127.m2 Breakdown: 1:100 2:99 3:71 4:33 5:84 6:84 7:42 8:45 9:47 10:57 Total:662/1000 s127.m3 Losses: |000011112222333344445555566666777788889999 | 85% s127.m3 Breakdown: 1:89 2:79 3:77 4:89 5:85 6:94 7:91 8:91 9:81 10:74 Total:850/1000 s127.m4 Losses: |00011122 | 16% s127.m4 Breakdown: 1:77 2:48 3:40 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:165/1000 s127.m5 Losses: |00011122233 | 22% s127.m5 Breakdown: 1:77 2:48 3:55 4:47 5:0 6:0 7:0 8:0 9:0 10:0 Total:227/1000 s127.m6 Losses: |0000111112222333334444455666677788889999 | 81% s127.m6 Breakdown: 1:99 2:88 3:92 4:92 5:96 6:51 7:63 8:63 9:77 10:93 Total:814/1000 s127.m7 Losses: |0000011112222233333444445555566666777778888899999 | 98% s127.m7 Breakdown: 1:100 2:97 3:100 4:100 5:99 6:100 7:90 8:100 9:100 10:99 Total:985/1000 s127.m8 Losses: |00000111122223333444455555666667777888 | 77% s127.m8 Breakdown: 1:100 2:88 3:80 4:75 5:93 6:92 7:98 8:92 9:48 10:9 Total:775/1000 Total session losses (5159) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #128 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.9624 Encouragement = 0.1174 Minimum weight = -4.836 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s128.m1 Losses: |0000111112222233333444445555566666777778888899999 | 99% s128.m1 Breakdown: 1:95 2:99 3:96 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:990/1000 s128.m2 Losses: |0000011112233444556677788999 | 56% s128.m2 Breakdown: 1:100 2:86 3:40 4:44 5:50 6:45 7:46 8:53 9:53 10:46 Total:563/1000 s128.m3 Losses: |0000111112222233333444445555566666777778888899999 | 99% s128.m3 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s128.m4 Losses: |000011111222223333344444555556666677788999 | 85% s128.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:99 7:91 8:52 9:49 10:60 Total:850/1000 s128.m5 Losses: |0000111112222233333444445555566666777778888899999 | 98% s128.m5 Breakdown: 1:96 2:97 3:96 4:100 5:100 6:100 7:100 8:100 9:99 10:99 Total:987/1000 s128.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s128.m6 Breakdown: 1:95 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:995/1000 Total session losses (5384) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #129 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.3258 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s129.m1 Losses: |00000111112222333334444455556666677788999 | 82% s129.m1 Breakdown: 1:100 2:100 3:98 4:88 5:94 6:94 7:88 8:69 9:44 10:45 Total:820/1000 s129.m2 Losses: |000001111222 | 25% s129.m2 Breakdown: 1:100 2:98 3:50 4:5 5:0 6:0 7:0 8:0 9:0 10:0 Total:253/1000 s129.m3 Losses: |000111222233444555556666677788899 | 67% s129.m3 Breakdown: 1:69 2:66 3:67 4:49 5:63 6:100 7:93 8:62 9:52 10:51 Total:672/1000 s129.m4 Losses: | | 1% s129.m4 Breakdown: 1:14 2:1 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:15/1000 s129.m5 Losses: |000001112223333 | 30% s129.m5 Breakdown: 1:100 2:66 3:73 4:70 5:0 6:0 7:0 8:0 9:0 10:0 Total:309/1000 s129.m6 Losses: |0000011112222233334444555566677778888999 | 81% s129.m6 Breakdown: 1:100 2:97 3:86 4:78 5:85 6:78 7:72 8:83 9:66 10:66 Total:811/1000 s129.m7 Losses: |000011111222233334444555566667777888889999 | 85% s129.m7 Breakdown: 1:99 2:91 3:79 4:84 5:79 6:73 7:89 8:80 9:87 10:96 Total:857/1000 s129.m8 Losses: |00001112223333444445555566666777778888899999 | 88% s129.m8 Breakdown: 1:81 2:59 3:64 4:88 5:99 6:95 7:100 8:100 9:99 10:97 Total:882/1000 s129.m9 Losses: |000011 | 13% s129.m9 Breakdown: 1:94 2:35 3:5 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:134/1000 s129.m10 Losses: |000001111122222333334444 | 48% s129.m10 Breakdown: 1:100 2:100 3:100 4:100 5:83 6:0 7:0 8:0 9:0 10:0 Total:483/1000 Session loss rate = 52% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] ****************************** Session #130 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1406 Minimum weight = -4.676 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s130.m1 Losses: |0000011111222223333344444555556666677777888899999 | 98% s130.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:91 10:94 Total:985/1000 s130.m2 Losses: |0000111112222233334444455555666667777888889999 | 93% s130.m2 Breakdown: 1:98 2:95 3:93 4:93 5:93 6:98 7:90 8:98 9:93 10:88 Total:939/1000 s130.m3 Losses: |00001111122222333334444455555666667777888899999 | 94% s130.m3 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:96 7:92 8:87 9:85 10:89 Total:948/1000 s130.m4 Losses: |000011111222223333344455566677888999 | 73% s130.m4 Breakdown: 1:97 2:99 3:96 4:95 5:68 6:49 7:60 8:54 9:53 10:66 Total:737/1000 s130.m5 Losses: |000001111122222333334444555556666677778888899999 | 96% s130.m5 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:87 7:97 8:95 9:96 10:88 Total:962/1000 s130.m6 Losses: |0000011111222233333444445555666667777888889999 | 93% s130.m6 Breakdown: 1:100 2:100 3:99 4:96 5:89 6:93 7:93 8:88 9:88 10:91 Total:937/1000 Total session losses (5508) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #131 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s131.m1 Losses: |00000111122223333344445556666777788889999 | 82% s131.m1 Breakdown: 1:100 2:88 3:90 4:86 5:77 6:63 7:88 8:78 9:78 10:79 Total:827/1000 s131.m2 Losses: |0000111112222233334444455555666677777888899999 | 92% s131.m2 Breakdown: 1:90 2:96 3:95 4:96 5:97 6:99 7:85 8:84 9:92 10:92 Total:926/1000 s131.m3 Losses: |0000111112 | 21% s131.m3 Breakdown: 1:96 2:86 3:31 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:213/1000 s131.m4 Losses: |00001111122222333344445555566667777888889999 | 89% s131.m4 Breakdown: 1:97 2:96 3:96 4:76 5:86 6:92 7:94 8:79 9:88 10:86 Total:890/1000 s131.m5 Losses: |0001111122222333444445555566667777788889 | 81% s131.m5 Breakdown: 1:76 2:93 3:92 4:70 5:96 6:93 7:93 8:92 9:83 10:28 Total:816/1000 s131.m6 Losses: |000011122223 | 25% s131.m6 Breakdown: 1:99 2:50 3:84 4:23 5:0 6:0 7:0 8:0 9:0 10:0 Total:256/1000 s131.m7 Losses: |000011111222233334445 | 43% s131.m7 Breakdown: 1:91 2:91 3:92 4:84 5:50 6:24 7:0 8:0 9:0 10:0 Total:432/1000 s131.m8 Losses: |0000111222233 | 27% s131.m8 Breakdown: 1:85 2:74 3:61 4:52 5:0 6:0 7:0 8:0 9:0 10:0 Total:272/1000 s131.m9 Losses: |0000111112223333445555667777888899 | 68% s131.m9 Breakdown: 1:93 2:87 3:60 4:91 5:45 6:67 7:49 8:81 9:69 10:46 Total:688/1000 Total session losses (5320) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #132 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.7578 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s132.m1 Losses: |0000111122333444556667788999 | 56% s132.m1 Breakdown: 1:92 2:70 3:51 4:59 5:52 6:44 7:52 8:47 9:49 10:44 Total:560/1000 s132.m2 Losses: |00001111122223333455 | 41% s132.m2 Breakdown: 1:99 2:96 3:79 4:82 5:17 6:46 7:0 8:0 9:0 10:0 Total:419/1000 s132.m3 Losses: |0001 | 8% s132.m3 Breakdown: 1:75 2:8 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:83/1000 s132.m4 Losses: |0000111112 | 21% s132.m4 Breakdown: 1:97 2:92 3:24 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:213/1000 s132.m5 Losses: |00000111122222333334444455566 | 58% s132.m5 Breakdown: 1:100 2:92 3:97 4:97 5:96 6:76 7:29 8:0 9:0 10:0 Total:587/1000 s132.m6 Losses: |000011111222233333444455556667777888889999 | 85% s132.m6 Breakdown: 1:98 2:95 3:83 4:87 5:84 6:79 7:73 8:66 9:99 10:90 Total:854/1000 s132.m7 Losses: |0000011112223334445556677889999 | 62% s132.m7 Breakdown: 1:100 2:92 3:63 4:60 5:56 6:49 7:45 8:50 9:43 10:62 Total:620/1000 s132.m8 Losses: |000011112223334455566677788999 | 60% s132.m8 Breakdown: 1:93 2:83 3:52 4:53 5:49 6:63 7:59 8:54 9:46 10:49 Total:601/1000 s132.m9 Losses: |000011111222223333444555 | 48% s132.m9 Breakdown: 1:98 2:98 3:89 4:93 5:47 6:62 7:0 8:0 9:0 10:0 Total:487/1000 s132.m10 Losses: |0000111222233334445555666777788899999 | 74% s132.m10 Breakdown: 1:98 2:51 3:86 4:83 5:58 6:67 7:74 8:67 9:74 10:88 Total:746/1000 Session loss rate = 51% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #133 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -2.236 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s133.m1 Losses: |00001111122222333344444555556666677778888899999 | 94% s133.m1 Breakdown: 1:99 2:90 3:99 4:91 5:96 6:97 7:90 8:87 9:100 10:100 Total:949/1000 s133.m2 Losses: |0000011111222233334444555556666677778888999 | 86% s133.m2 Breakdown: 1:100 2:100 3:91 4:76 5:80 6:100 7:100 8:80 9:75 10:64 Total:866/1000 s133.m3 Losses: |0000011111222233333 | 38% s133.m3 Breakdown: 1:100 2:100 3:97 4:89 5:0 6:0 7:0 8:0 9:0 10:0 Total:386/1000 s133.m4 Losses: |0000011112222233333444445555566666777778888899999 | 99% s133.m4 Breakdown: 1:100 2:98 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:998/1000 s133.m5 Losses: |000001111122222333334444455556666677777888889999 | 97% s133.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:99 8:98 9:89 10:94 Total:979/1000 s133.m6 Losses: |000001111222223334445556677 | 55% s133.m6 Breakdown: 1:100 2:98 3:87 4:57 5:72 6:60 7:44 8:32 9:3 10:0 Total:553/1000 s133.m7 Losses: |0000111112222233333444445555566666777778888899999 | 99% s133.m7 Breakdown: 1:99 2:97 3:96 4:99 5:100 6:100 7:100 8:100 9:100 10:100 Total:991/1000 Total session losses (5722) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #134 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.732 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s134.m1 Losses: |000011112233344455566777888999 | 60% s134.m1 Breakdown: 1:97 2:73 3:45 4:57 5:60 6:51 7:50 8:52 9:62 10:56 Total:603/1000 s134.m2 Losses: |000011111222223333344444555556666777778888999 | 90% s134.m2 Breakdown: 1:99 2:98 3:99 4:99 5:91 6:94 7:98 8:92 9:79 10:52 Total:901/1000 s134.m3 Losses: |00001112233344455566677788889999 | 65% s134.m3 Breakdown: 1:85 2:55 3:54 4:62 5:48 6:64 7:61 8:51 9:84 10:90 Total:654/1000 s134.m4 Losses: |00001 | 10% s134.m4 Breakdown: 1:94 2:10 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:104/1000 s134.m5 Losses: |000011112222233334 | 37% s134.m5 Breakdown: 1:98 2:75 3:98 4:74 5:33 6:0 7:0 8:0 9:0 10:0 Total:378/1000 s134.m6 Losses: |000111222 | 18% s134.m6 Breakdown: 1:73 2:66 3:43 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:182/1000 s134.m7 Losses: |00000111122222333444455555666667777788889999 | 89% s134.m7 Breakdown: 1:100 2:98 3:83 4:68 5:88 6:92 7:99 8:97 9:82 10:92 Total:899/1000 s134.m8 Losses: |000001111222233333444445555666667777788889999 | 90% s134.m8 Breakdown: 1:100 2:83 3:95 4:97 5:86 6:97 7:94 8:90 9:86 10:75 Total:903/1000 s134.m9 Losses: |000001112222333334444555566677788899 | 73% s134.m9 Breakdown: 1:100 2:78 3:66 4:96 5:94 6:77 7:66 8:58 9:50 10:50 Total:735/1000 Total session losses (5359) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #135 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 49 nodes Learning Rate = 0.5826 Momentum = 0.591 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s135.m1 Losses: |00000111112222233333444455556677788899 | 77% s135.m1 Breakdown: 1:100 2:100 3:100 4:100 5:98 6:70 7:47 8:56 9:56 10:46 Total:773/1000 s135.m2 Losses: |00001 | 11% s135.m2 Breakdown: 1:87 2:32 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:119/1000 s135.m3 Losses: |000011111222223333444455555666677777888899999 | 90% s135.m3 Breakdown: 1:99 2:85 3:99 4:87 5:88 6:93 7:79 8:92 9:94 10:88 Total:904/1000 s135.m4 Losses: |0000011112222233333444445555566667777888889 | 87% s135.m4 Breakdown: 1:100 2:99 3:100 4:98 5:97 6:96 7:74 8:90 9:89 10:35 Total:878/1000 s135.m5 Losses: |0000011111223349 | 32% s135.m5 Breakdown: 1:100 2:100 3:48 4:46 5:21 6:2 7:0 8:2 9:0 10:1 Total:320/1000 s135.m6 Losses: |0000111222233334444455556666778 | 63% s135.m6 Breakdown: 1:80 2:70 3:79 4:90 5:91 6:81 7:71 8:51 9:26 10:0 Total:639/1000 s135.m7 Losses: |00001112223334455677 | 41% s135.m7 Breakdown: 1:98 2:54 3:57 4:58 5:43 6:40 7:28 8:28 9:13 10:0 Total:419/1000 s135.m8 Losses: |00001111122222333334444455555666667777888889999 | 95% s135.m8 Breakdown: 1:99 2:100 3:100 4:100 5:90 6:99 7:92 8:98 9:89 10:83 Total:950/1000 Total session losses (5002) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #136 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -4.516 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s136.m1 Losses: |000011122222333334444455556666677777888899999 | 90% s136.m1 Breakdown: 1:97 2:61 3:88 4:100 5:94 6:96 7:92 8:94 9:95 10:86 Total:903/1000 s136.m2 Losses: |00000111122222333334444455556666677777888899999 | 94% s136.m2 Breakdown: 1:100 2:99 3:98 4:93 5:93 6:91 7:94 8:96 9:92 10:91 Total:947/1000 s136.m3 Losses: |0000111112222333444445556666777888899 | 75% s136.m3 Breakdown: 1:96 2:93 3:82 4:68 5:83 6:69 7:75 8:65 9:71 10:57 Total:759/1000 s136.m4 Losses: |00111222334445566677788999 | 52% s136.m4 Breakdown: 1:52 2:56 3:55 4:49 5:51 6:56 7:56 8:49 9:53 10:47 Total:524/1000 s136.m5 Losses: |00000111112222333334444455555666677777888889999 | 95% s136.m5 Breakdown: 1:100 2:100 3:96 4:98 5:99 6:89 7:91 8:95 9:96 10:91 Total:955/1000 s136.m6 Losses: |00000111112222333334444455555666667777888889999 | 95% s136.m6 Breakdown: 1:100 2:100 3:99 4:93 5:98 6:96 7:96 8:91 9:94 10:85 Total:952/1000 Total session losses (5040) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #137 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 37 nodes Learning Rate = 0.363 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s137.m1 Losses: |00001111222233333444445556677 | 59% s137.m1 Breakdown: 1:96 2:77 3:81 4:100 5:94 6:60 7:50 8:32 9:0 10:0 Total:590/1000 s137.m2 Losses: |00001111222 | 23% s137.m2 Breakdown: 1:90 2:77 3:67 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:234/1000 s137.m3 Losses: |000001112 | 19% s137.m3 Breakdown: 1:100 2:64 3:25 4:5 5:0 6:0 7:0 8:0 9:0 10:0 Total:194/1000 s137.m4 Losses: |0000111112222233333444445555566666777778888899999 | 98% s137.m4 Breakdown: 1:99 2:100 3:100 4:98 5:99 6:100 7:100 8:97 9:98 10:95 Total:986/1000 s137.m5 Losses: |000011112233344445555666677889 | 61% s137.m5 Breakdown: 1:96 2:69 3:46 4:51 5:81 6:92 7:76 8:46 9:36 10:21 Total:614/1000 s137.m6 Losses: |000011111222233333444445555666777788888999 | 85% s137.m6 Breakdown: 1:97 2:97 3:82 4:100 5:92 6:78 7:66 8:87 9:84 10:74 Total:857/1000 s137.m7 Losses: |00001111122222333344445556778889 | 64% s137.m7 Breakdown: 1:98 2:97 3:90 4:77 5:92 6:54 7:26 8:36 9:55 10:23 Total:648/1000 s137.m8 Losses: |00001111222444556 | 34% s137.m8 Breakdown: 1:87 2:89 3:47 4:16 5:54 6:31 7:16 8:8 9:0 10:0 Total:348/1000 s137.m9 Losses: |0000111112222333334445556667777888999 | 74% s137.m9 Breakdown: 1:97 2:90 3:92 4:93 5:65 6:59 7:62 8:70 9:62 10:53 Total:743/1000 Total session losses (5214) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #138 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 1.0644 Encouragement = 0.1174 Minimum weight = -2.76 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s138.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s138.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s138.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s138.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s138.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s138.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s138.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s138.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s138.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s138.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s138.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s138.m6 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 Total session losses (5999) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] ****************************** Session #139 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 36 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1984 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s139.m1 Losses: |000001111222223333344444555566667777788889999 | 90% s139.m1 Breakdown: 1:100 2:89 3:100 4:99 5:100 6:90 7:79 8:84 9:90 10:78 Total:909/1000 s139.m2 Losses: |0000111123 | 20% s139.m2 Breakdown: 1:94 2:71 3:33 4:4 5:0 6:0 7:0 8:0 9:0 10:0 Total:202/1000 s139.m3 Losses: |000011111222223333344445555666677777888899999 | 90% s139.m3 Breakdown: 1:98 2:94 3:94 4:97 5:85 6:77 7:86 8:96 9:85 10:90 Total:902/1000 s139.m4 Losses: |0000011112222233333444455556666777778888999 | 87% s139.m4 Breakdown: 1:100 2:99 3:93 4:94 5:87 6:76 7:85 8:91 9:81 10:73 Total:879/1000 s139.m5 Losses: |0000111112222333334444455556666677777888899999 | 92% s139.m5 Breakdown: 1:93 2:92 3:89 4:90 5:96 6:96 7:98 8:87 9:95 10:84 Total:920/1000 s139.m6 Losses: |0000111112222333334444455566677 | 63% s139.m6 Breakdown: 1:89 2:97 3:93 4:99 5:83 6:59 7:67 8:52 9:0 10:0 Total:639/1000 s139.m7 Losses: |00001111122222333334444455555666677777888999 | 88% s139.m7 Breakdown: 1:98 2:99 3:98 4:100 5:99 6:93 7:90 8:87 9:67 10:51 Total:882/1000 Total session losses (5333) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #140 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 52 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s140.m1 Losses: |0000111112222 | 26% s140.m1 Breakdown: 1:99 2:100 3:69 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:268/1000 s140.m2 Losses: |00001111233344444555556666777778888899999 | 83% s140.m2 Breakdown: 1:88 2:75 3:36 4:58 5:86 6:99 7:97 8:97 9:97 10:98 Total:831/1000 s140.m3 Losses: |0000111112233344445566667777888999 | 68% s140.m3 Breakdown: 1:96 2:85 3:54 4:56 5:75 6:51 7:68 8:78 9:61 10:61 Total:685/1000 s140.m4 Losses: |000001112233334445555666677788888999 | 72% s140.m4 Breakdown: 1:100 2:77 3:40 4:74 5:68 6:73 7:83 8:58 9:92 10:63 Total:728/1000 s140.m5 Losses: |000011111222233344455666677778889 | 66% s140.m5 Breakdown: 1:96 2:84 3:85 4:66 5:51 6:42 7:86 8:80 9:60 10:13 Total:663/1000 s140.m6 Losses: |000011111222233334444455556666777778888899999 | 91% s140.m6 Breakdown: 1:98 2:94 3:85 4:72 5:94 6:83 7:92 8:99 9:100 10:99 Total:916/1000 s140.m7 Losses: |000011111222333445556677788999 | 60% s140.m7 Breakdown: 1:95 2:99 3:56 4:51 5:58 6:43 7:51 8:50 9:51 10:55 Total:609/1000 s140.m8 Losses: |0000111112222233334444555556667777888889999 | 87% s140.m8 Breakdown: 1:97 2:97 3:87 4:87 5:91 6:85 7:72 8:83 9:87 10:90 Total:876/1000 Total session losses (5576) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #141 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1574 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s141.m1 Losses: |000001111222223334455566667 | 55% s141.m1 Breakdown: 1:100 2:98 3:87 4:70 5:39 6:57 7:72 8:35 9:0 10:0 Total:558/1000 s141.m2 Losses: |0000111112222233333444455555666677777888899999 | 92% s141.m2 Breakdown: 1:96 2:96 3:95 4:93 5:91 6:90 7:93 8:91 9:91 10:90 Total:926/1000 s141.m3 Losses: |000011111222223333344445555566666777788888999 | 91% s141.m3 Breakdown: 1:91 2:97 3:96 4:98 5:95 6:92 7:94 8:95 9:83 10:69 Total:910/1000 s141.m4 Losses: |00001111222334444556666677788889999 | 70% s141.m4 Breakdown: 1:90 2:86 3:54 4:46 5:66 6:52 7:86 8:66 9:85 10:69 Total:700/1000 s141.m5 Losses: |0000111112222233333444455555666677778889999 | 86% s141.m5 Breakdown: 1:96 2:94 3:98 4:96 5:94 6:96 7:70 8:87 9:64 10:72 Total:867/1000 s141.m6 Losses: |000011111222223333344445555667 | 61% s141.m6 Breakdown: 1:95 2:98 3:96 4:97 5:89 6:84 7:29 8:20 9:7 10:0 Total:615/1000 s141.m7 Losses: |000011111222233444555666677778888999 | 73% s141.m7 Breakdown: 1:92 2:95 3:74 4:44 5:70 6:53 7:77 8:79 9:88 10:65 Total:737/1000 Total session losses (5313) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [max link wt] ****************************** Session #142 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.7866 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.508 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s142.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s142.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s142.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s142.m2 Breakdown: 1:98 2:99 3:93 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:990/1000 s142.m3 Losses: |0000111112222233333444445555566666777778888899999 | 99% s142.m3 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s142.m4 Losses: |0000011111222223333344444555556666777778888899999 | 99% s142.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:100 9:100 10:100 Total:998/1000 s142.m5 Losses: |0000011111222223333444445555566666777778888899999 | 99% s142.m5 Breakdown: 1:100 2:100 3:100 4:97 5:100 6:100 7:100 8:100 9:100 10:100 Total:997/1000 s142.m6 Losses: |000001111122223334444556777 | 54% s142.m6 Breakdown: 1:100 2:100 3:86 4:68 5:73 6:40 7:24 8:51 9:0 10:0 Total:542/1000 Total session losses (5526) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #143 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s143.m1 Losses: |000011112222333344445556667 | 55% s143.m1 Breakdown: 1:80 2:96 3:80 4:83 5:65 6:58 7:61 8:36 9:0 10:0 Total:559/1000 s143.m2 Losses: |00000111122233333444455555666777778888 | 76% s143.m2 Breakdown: 1:100 2:80 3:75 4:90 5:85 6:92 7:75 8:87 9:78 10:2 Total:764/1000 s143.m3 Losses: |000001111222223333344445555666667777788 | 78% s143.m3 Breakdown: 1:100 2:89 3:96 4:99 5:82 6:83 7:97 8:96 9:46 10:0 Total:788/1000 s143.m4 Losses: |000001111222223333344445555566666777788889999 | 91% s143.m4 Breakdown: 1:100 2:98 3:93 4:95 5:90 6:92 7:92 8:83 9:89 10:87 Total:919/1000 s143.m5 Losses: |0001111122222333334444555566667777888899999 | 86% s143.m5 Breakdown: 1:74 2:98 3:96 4:95 5:92 6:81 7:81 8:79 9:70 10:97 Total:863/1000 s143.m6 Losses: |00000111112222333334444555666777888 | 71% s143.m6 Breakdown: 1:100 2:100 3:98 4:96 5:71 6:61 7:63 8:57 9:64 10:6 Total:716/1000 s143.m7 Losses: |000011111222233334444555566677778888999 | 79% s143.m7 Breakdown: 1:98 2:83 3:87 4:82 5:82 6:80 7:67 8:71 9:77 10:64 Total:791/1000 Total session losses (5400) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #144 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.26 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s144.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s144.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s144.m2 Losses: |0000011111222223333344445555566666777778888899999 | 99% s144.m2 Breakdown: 1:100 2:100 3:100 4:100 5:98 6:99 7:100 8:100 9:100 10:100 Total:997/1000 s144.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s144.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s144.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s144.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s144.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s144.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s144.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s144.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5997) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #145 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.5544 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s145.m1 Losses: |0000011111222223333444455566677788999 | 74% s145.m1 Breakdown: 1:100 2:100 3:100 4:92 5:77 6:62 7:54 8:57 9:50 10:55 Total:747/1000 s145.m2 Losses: |000011111222223333344445555666677778888999 | 84% s145.m2 Breakdown: 1:95 2:100 3:96 4:93 5:87 6:88 7:77 8:76 9:71 10:66 Total:849/1000 s145.m3 Losses: |0000011111222233333444455555666677777888899999 | 92% s145.m3 Breakdown: 1:100 2:100 3:93 4:96 5:87 6:88 7:89 8:89 9:89 10:89 Total:920/1000 s145.m4 Losses: |0000011111222233334445556666777788888999 | 81% s145.m4 Breakdown: 1:100 2:100 3:88 4:79 5:64 6:63 7:75 8:90 9:82 10:78 Total:819/1000 s145.m5 Losses: |00001111122222333334444455556666777788899999 | 88% s145.m5 Breakdown: 1:99 2:99 3:91 4:94 5:97 6:84 7:81 8:75 9:79 10:89 Total:888/1000 s145.m6 Losses: |00000111112222233334444455556666777888999 | 82% s145.m6 Breakdown: 1:100 2:100 3:100 4:91 5:90 6:93 7:83 8:56 9:58 10:54 Total:825/1000 Total session losses (5048) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #146 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 37 nodes Learning Rate = 0.5826 Momentum = 0.801 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s146.m1 Losses: |0000011112222233344444555666778888999 | 74% s146.m1 Breakdown: 1:100 2:88 3:97 4:72 5:89 6:56 7:62 8:41 9:81 10:57 Total:743/1000 s146.m2 Losses: |000011111222223333444445555566667777788889999 | 91% s146.m2 Breakdown: 1:97 2:91 3:94 4:95 5:95 6:91 7:94 8:89 9:78 10:87 Total:911/1000 s146.m3 Losses: |00000111112222333444445566667788899 | 70% s146.m3 Breakdown: 1:100 2:100 3:81 4:75 5:87 6:55 7:64 8:56 9:51 10:39 Total:708/1000 s146.m4 Losses: |0000111112222233334445556667778 | 63% s146.m4 Breakdown: 1:93 2:99 3:95 4:80 5:71 6:61 7:55 8:50 9:28 10:0 Total:632/1000 s146.m5 Losses: |0001 | 8% s146.m5 Breakdown: 1:70 2:16 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:86/1000 s146.m6 Losses: |0000011112233 | 27% s146.m6 Breakdown: 1:100 2:84 3:49 4:43 5:0 6:0 7:0 8:0 9:0 10:0 Total:276/1000 s146.m7 Losses: |000011112222333444455555666 | 55% s146.m7 Breakdown: 1:97 2:80 3:69 4:63 5:90 6:96 7:55 8:0 9:0 10:0 Total:550/1000 s146.m8 Losses: |000011122334456 | 31% s146.m8 Breakdown: 1:85 2:64 3:35 4:42 5:35 6:28 7:21 8:6 9:3 10:0 Total:319/1000 s146.m9 Losses: |00000111122222333334444455555666677777888899999 | 95% s146.m9 Breakdown: 1:100 2:99 3:99 4:98 5:93 6:94 7:95 8:94 9:84 10:96 Total:952/1000 Total session losses (5177) already exceed best session's losses (5000, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #147 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s147.m1 Losses: |00000111 | 16% s147.m1 Breakdown: 1:100 2:61 3:4 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:165/1000 s147.m2 Losses: |0000011233334444555 | 38% s147.m2 Breakdown: 1:100 2:57 3:18 4:71 5:89 6:51 7:0 8:0 9:0 10:0 Total:386/1000 s147.m3 Losses: |00001111222334 | 29% s147.m3 Breakdown: 1:96 2:76 3:55 4:47 5:20 6:0 7:0 8:0 9:0 10:0 Total:294/1000 s147.m4 Losses: |00000111122222333334444455555666667777788889999 | 94% s147.m4 Breakdown: 1:100 2:99 3:99 4:100 5:98 6:99 7:96 8:96 9:85 10:74 Total:946/1000 s147.m5 Losses: |00001112222333334444555566667 | 58% s147.m5 Breakdown: 1:87 2:59 3:77 4:97 5:88 6:83 7:83 8:15 9:0 10:0 Total:589/1000 s147.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s147.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s147.m7 Losses: |000011111222223333444555666667777788899 | 79% s147.m7 Breakdown: 1:98 2:100 3:85 4:90 5:61 6:63 7:94 8:96 9:56 10:50 Total:793/1000 s147.m8 Losses: |000111 | 12% s147.m8 Breakdown: 1:72 2:49 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:121/1000 s147.m9 Losses: |000001111222233344455 | 42% s147.m9 Breakdown: 1:100 2:90 3:76 4:67 5:64 6:29 7:0 8:0 9:0 10:0 Total:426/1000 s147.m10 Losses: |0000011111223 | 26% s147.m10 Breakdown: 1:100 2:100 3:53 4:7 5:0 6:0 7:0 8:0 9:0 10:0 Total:260/1000 Session loss rate = 49% -- IMPROVED!!! (previous best was 50%) NN Arch mutating: [max link wt] ****************************** Session #148 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.82 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s148.m1 Losses: |0000011111222223333444445555566666777778888899999 | 98% s148.m1 Breakdown: 1:100 2:100 3:100 4:93 5:92 6:98 7:100 8:99 9:99 10:99 Total:980/1000 s148.m2 Losses: |0000011111222223333344445556667788899 | 74% s148.m2 Breakdown: 1:100 2:100 3:100 4:100 5:89 6:63 7:52 8:45 9:52 10:43 Total:744/1000 s148.m3 Losses: |000001111222223333344444555556666677778888899999 | 96% s148.m3 Breakdown: 1:100 2:99 3:99 4:100 5:95 6:95 7:96 8:95 9:90 10:96 Total:965/1000 s148.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s148.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s148.m5 Losses: |000011111222223333344444555556666677777888889999 | 97% s148.m5 Breakdown: 1:99 2:100 3:100 4:99 5:100 6:100 7:94 8:100 9:91 10:91 Total:974/1000 s148.m6 Losses: |0000011111222223333444445555566666777778888899999 | 98% s148.m6 Breakdown: 1:100 2:100 3:100 4:97 5:98 6:97 7:93 8:100 9:99 10:97 Total:981/1000 Total session losses (5644) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #149 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.6528 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s149.m1 Losses: |0000011111222223333 | 39% s149.m1 Breakdown: 1:100 2:100 3:100 4:91 5:0 6:0 7:0 8:0 9:0 10:0 Total:391/1000 s149.m2 Losses: |000011111222223333444556789999 | 60% s149.m2 Breakdown: 1:97 2:90 3:94 4:80 5:71 6:44 7:15 8:9 9:34 10:71 Total:605/1000 s149.m3 Losses: |00000111222333344 | 35% s149.m3 Breakdown: 1:100 2:75 3:63 4:72 5:43 6:1 7:2 8:0 9:1 10:0 Total:357/1000 s149.m4 Losses: |000011 | 13% s149.m4 Breakdown: 1:93 2:37 3:4 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:134/1000 s149.m5 Losses: |000011111222223333444555667778889999 | 72% s149.m5 Breakdown: 1:96 2:94 3:100 4:73 5:69 6:54 7:46 8:51 9:76 10:62 Total:721/1000 s149.m6 Losses: |000001111122222333444455566667777888899999 | 85% s149.m6 Breakdown: 1:100 2:100 3:100 4:74 5:72 6:60 7:92 8:74 9:84 10:97 Total:853/1000 s149.m7 Losses: |000001111122223333444445555566667 | 67% s149.m7 Breakdown: 1:100 2:100 3:93 4:86 5:90 6:92 7:98 8:12 9:0 10:0 Total:671/1000 s149.m8 Losses: |000011112233344556667788899 | 55% s149.m8 Breakdown: 1:95 2:75 3:49 4:47 5:45 6:44 7:51 8:50 9:46 10:55 Total:557/1000 s149.m9 Losses: |00001111122223344455566667778888999 | 70% s149.m9 Breakdown: 1:99 2:84 3:78 4:57 5:59 6:61 7:69 8:71 9:68 10:61 Total:707/1000 Total session losses (4996) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #150 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s150.m1 Losses: |00001111122223333445556677788999 | 65% s150.m1 Breakdown: 1:92 2:89 3:90 4:72 5:53 6:44 7:55 8:52 9:52 10:52 Total:651/1000 s150.m2 Losses: |000011222334445556667788999 | 54% s150.m2 Breakdown: 1:82 2:53 3:46 4:55 5:55 6:55 7:59 8:37 9:56 10:42 Total:540/1000 s150.m3 Losses: |0000111222333345678 | 39% s150.m3 Breakdown: 1:86 2:66 3:60 4:71 5:30 6:22 7:23 8:19 9:15 10:7 Total:399/1000 s150.m4 Losses: |00001112222233333444445555566666777888999 | 82% s150.m4 Breakdown: 1:87 2:70 3:92 4:98 5:100 6:100 7:100 8:61 9:64 10:51 Total:823/1000 s150.m5 Losses: |0000011111222233 | 33% s150.m5 Breakdown: 1:100 2:100 3:95 4:34 5:3 6:0 7:0 8:0 9:0 10:0 Total:332/1000 s150.m6 Losses: |0000111222233344445555666778899 | 63% s150.m6 Breakdown: 1:80 2:73 3:73 4:58 5:86 6:82 7:58 8:31 9:42 10:48 Total:631/1000 s150.m7 Losses: |00000111122222333334444555666 | 58% s150.m7 Breakdown: 1:100 2:97 3:95 4:92 5:87 6:60 7:51 8:5 9:0 10:0 Total:587/1000 s150.m8 Losses: |0000111122233344555566666777788889999 | 75% s150.m8 Breakdown: 1:99 2:78 3:58 4:47 5:56 6:75 7:95 8:89 9:72 10:83 Total:752/1000 s150.m9 Losses: |00001111122222333334444455555666677778888899999 | 94% s150.m9 Breakdown: 1:97 2:96 3:98 4:100 5:100 6:100 7:86 8:73 9:97 10:95 Total:942/1000 Total session losses (5657) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #151 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -5.296 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s151.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s151.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s151.m2 Losses: |00000111112222333334444555566666777888899999 | 88% s151.m2 Breakdown: 1:100 2:100 3:99 4:95 5:78 6:86 7:83 8:71 9:87 10:85 Total:884/1000 s151.m3 Losses: |0000111112222233333444445555566666777778888899999 | 98% s151.m3 Breakdown: 1:98 2:100 3:100 4:100 5:99 6:100 7:98 8:97 9:97 10:99 Total:988/1000 s151.m4 Losses: |000001111122223333344444555556666677777888899999 | 97% s151.m4 Breakdown: 1:100 2:100 3:99 4:100 5:100 6:99 7:95 8:94 9:91 10:92 Total:970/1000 s151.m5 Losses: |00001111122223333444445555666677777888899999 | 88% s151.m5 Breakdown: 1:95 2:87 3:87 4:86 5:88 6:90 7:83 8:91 9:92 10:89 Total:888/1000 s151.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s151.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5730) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #152 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.6558 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s152.m1 Losses: |000011122223334456677778888999 | 61% s152.m1 Breakdown: 1:91 2:56 3:73 4:65 5:44 6:25 7:41 8:75 9:80 10:69 Total:619/1000 s152.m2 Losses: |00001111122222333344455566677778888 | 70% s152.m2 Breakdown: 1:98 2:92 3:97 4:83 5:58 6:64 7:63 8:68 9:80 10:4 Total:707/1000 s152.m3 Losses: |00000111112222333334444455555666677788999 | 83% s152.m3 Breakdown: 1:100 2:100 3:97 4:98 5:94 6:99 7:73 8:61 9:55 10:55 Total:832/1000 s152.m4 Losses: |000001111122222333334444455556666677788899 | 85% s152.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:94 7:93 8:72 9:53 10:47 Total:859/1000 s152.m5 Losses: |001111222223333444445555666667777888999 | 78% s152.m5 Breakdown: 1:56 2:80 3:100 4:74 5:95 6:86 7:91 8:78 9:69 10:57 Total:786/1000 s152.m6 Losses: |000001111222233334445556667788899 | 67% s152.m6 Breakdown: 1:100 2:91 3:71 4:86 5:68 6:56 7:51 8:51 9:48 10:57 Total:679/1000 s152.m7 Losses: |00000111112222233345678 | 47% s152.m7 Breakdown: 1:100 2:100 3:100 4:71 5:14 6:29 7:10 8:18 9:20 10:17 Total:479/1000 Total session losses (4961) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #153 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.3906 Encouragement = 0.1174 Minimum weight = -3.8 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s153.m1 Losses: |00011122223345 | 28% s153.m1 Breakdown: 1:75 2:63 3:71 4:32 5:20 6:21 7:5 8:0 9:0 10:0 Total:287/1000 s153.m2 Losses: |000001111122222333334444455555666667777788899 | 91% s153.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:69 10:43 Total:912/1000 s153.m3 Losses: |001122335678 | 24% s153.m3 Breakdown: 1:49 2:31 3:47 4:35 5:8 6:16 7:24 8:13 9:17 10:0 Total:240/1000 s153.m4 Losses: |000001111122223334444455566777888899999 | 79% s153.m4 Breakdown: 1:100 2:100 3:89 4:64 5:100 6:50 7:54 8:51 9:89 10:100 Total:797/1000 s153.m5 Losses: |000011122222333334444555566667777888889 | 79% s153.m5 Breakdown: 1:98 2:54 3:99 4:90 5:89 6:72 7:87 8:90 9:81 10:39 Total:799/1000 s153.m6 Losses: |00000111112222333334444555666777888899999 | 82% s153.m6 Breakdown: 1:100 2:100 3:96 4:94 5:82 6:59 7:58 8:65 9:74 10:100 Total:828/1000 s153.m7 Losses: |0001122233333444445555666667777788899999 | 81% s153.m7 Breakdown: 1:60 2:44 3:72 4:91 5:100 6:91 7:99 8:95 9:66 10:99 Total:817/1000 s153.m8 Losses: |000011111222233344455556666677778888899999 | 85% s153.m8 Breakdown: 1:96 2:88 3:79 4:72 5:58 6:83 7:94 8:89 9:100 10:99 Total:858/1000 Total session losses (5538) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] [momentum] ****************************** Session #154 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 46 nodes Learning Rate = 0.609 Momentum = 0.6312 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s154.m1 Losses: |00011112222233334445556667778899 | 64% s154.m1 Breakdown: 1:70 2:85 3:89 4:79 5:75 6:50 7:57 8:57 9:42 10:44 Total:648/1000 s154.m2 Losses: |0000111112222233333444445555666667777 | 75% s154.m2 Breakdown: 1:85 2:100 3:100 4:98 5:98 6:96 7:99 8:65 9:15 10:0 Total:756/1000 s154.m3 Losses: |00001111122222333334444455555666677778888999 | 88% s154.m3 Breakdown: 1:89 2:100 3:100 4:99 5:97 6:95 7:94 8:81 9:77 10:56 Total:888/1000 s154.m4 Losses: |00000111122223333444445556666777889 | 71% s154.m4 Breakdown: 1:100 2:92 3:85 4:75 5:89 6:74 7:71 8:61 9:44 10:19 Total:710/1000 s154.m5 Losses: |000001111122223333344444555566666777788888999 | 90% s154.m5 Breakdown: 1:100 2:100 3:98 4:97 5:97 6:75 7:97 8:85 9:97 10:63 Total:909/1000 s154.m6 Losses: |000011112223344455666778899 | 55% s154.m6 Breakdown: 1:95 2:73 3:56 4:53 5:47 6:50 7:54 8:43 9:44 10:44 Total:559/1000 s154.m7 Losses: |00001111122222333334444455556666677777888999 | 88% s154.m7 Breakdown: 1:99 2:100 3:97 4:92 5:92 6:97 7:100 8:83 9:73 10:53 Total:886/1000 Total session losses (5356) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [max link wt] ****************************** Session #155 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 49 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.0748 Minimum weight = -3.424 Maximum weight = 1.64 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s155.m1 Losses: |0000011112222233333445 | 44% s155.m1 Breakdown: 1:100 2:91 3:96 4:99 5:46 6:16 7:0 8:0 9:0 10:0 Total:448/1000 s155.m2 Losses: |0000111122333445556677788899 | 56% s155.m2 Breakdown: 1:89 2:76 3:47 4:49 5:48 6:51 7:48 8:61 9:52 10:46 Total:567/1000 s155.m3 Losses: |00001111122223344445556667788899 | 64% s155.m3 Breakdown: 1:97 2:86 3:78 4:55 5:75 6:59 7:51 8:52 9:51 10:45 Total:649/1000 s155.m4 Losses: |0000011111222234445555566677788889999 | 74% s155.m4 Breakdown: 1:100 2:100 3:80 4:32 5:62 6:88 7:70 8:67 9:62 10:80 Total:741/1000 s155.m5 Losses: |00001111122222 | 28% s155.m5 Breakdown: 1:99 2:100 3:81 4:3 5:0 6:0 7:0 8:0 9:0 10:0 Total:283/1000 s155.m6 Losses: |0000111122222333344444555556666677778888899999 | 92% s155.m6 Breakdown: 1:98 2:78 3:86 4:86 5:93 6:100 7:100 8:92 9:93 10:95 Total:921/1000 s155.m7 Losses: |000001111222223333444555666777788888999 | 79% s155.m7 Breakdown: 1:100 2:95 3:91 4:75 5:61 6:61 7:67 8:77 9:96 10:75 Total:798/1000 s155.m8 Losses: |00001111122223334444556667788899 | 65% s155.m8 Breakdown: 1:93 2:87 3:84 4:74 5:62 6:51 7:50 8:49 9:56 10:50 Total:656/1000 Total session losses (5063) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #156 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.513 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s156.m1 Losses: |00000111222334445568 | 40% s156.m1 Breakdown: 1:100 2:69 3:64 4:41 5:51 6:44 7:11 8:7 9:14 10:6 Total:407/1000 s156.m2 Losses: |000011223345666777888899999 | 54% s156.m2 Breakdown: 1:89 2:44 3:45 4:32 5:11 6:31 7:65 8:48 9:83 10:92 Total:540/1000 s156.m3 Losses: |0000011111222223333444455566789 | 63% s156.m3 Breakdown: 1:100 2:100 3:100 4:96 5:66 6:69 7:35 8:29 9:22 10:22 Total:639/1000 s156.m4 Losses: |0000011111222233 | 33% s156.m4 Breakdown: 1:100 2:100 3:99 4:34 5:0 6:0 7:1 8:0 9:0 10:0 Total:334/1000 s156.m5 Losses: |0000011112222233333444445555566667899 | 75% s156.m5 Breakdown: 1:100 2:94 3:99 4:100 5:94 6:93 7:90 8:29 9:16 10:43 Total:758/1000 s156.m6 Losses: |00001112222233334444556789 | 53% s156.m6 Breakdown: 1:88 2:70 3:87 4:89 5:76 6:39 7:24 8:12 9:23 10:23 Total:531/1000 s156.m7 Losses: |00011111222233333444445555566666777778888899999 | 94% s156.m7 Breakdown: 1:78 2:87 3:93 4:88 5:99 6:98 7:100 8:100 9:97 10:100 Total:940/1000 s156.m8 Losses: |000011 | 13% s156.m8 Breakdown: 1:97 2:38 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:135/1000 s156.m9 Losses: |000001111122223333444445 | 49% s156.m9 Breakdown: 1:100 2:100 3:91 4:88 5:84 6:34 7:0 8:0 9:0 10:0 Total:497/1000 s156.m10 Losses: |000001111122223333444445555566677778888899 | 84% s156.m10 Breakdown: 1:100 2:100 3:98 4:75 5:99 6:88 7:71 8:77 9:93 10:45 Total:846/1000 Session loss rate = 56% -- got worse, restoring old arch... NN Arch mutating: [learning rate] [encouragement] ****************************** Session #157 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.7716 Momentum = 0.612 Encouragement = 0.087 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s157.m1 Losses: |000013344555666677788999 | 48% s157.m1 Breakdown: 1:87 2:23 3:0 4:36 5:52 6:56 7:69 8:63 9:53 10:50 Total:489/1000 s157.m2 Losses: |0000011111222223333344445555566666777778889999 | 93% s157.m2 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:94 7:97 8:90 9:73 10:86 Total:939/1000 s157.m3 Losses: |000018 | 13% s157.m3 Breakdown: 1:87 2:19 3:0 4:8 5:0 6:0 7:2 8:3 9:7 10:5 Total:131/1000 s157.m4 Losses: |00001111122223334444555566677788999 | 71% s157.m4 Breakdown: 1:97 2:98 3:84 4:54 5:83 6:82 7:60 8:46 9:49 10:60 Total:713/1000 s157.m5 Losses: |0000011111222223333444455566 | 56% s157.m5 Breakdown: 1:100 2:100 3:100 4:98 5:76 6:60 7:26 8:1 9:0 10:0 Total:561/1000 s157.m6 Losses: |00111112222334444555 | 41% s157.m6 Breakdown: 1:56 2:90 3:84 4:47 5:73 6:50 7:7 8:6 9:0 10:0 Total:413/1000 s157.m7 Losses: |00011124 | 16% s157.m7 Breakdown: 1:66 2:66 3:21 4:0 5:10 6:2 7:0 8:0 9:0 10:0 Total:165/1000 s157.m8 Losses: |0000011111222233333444455556667 | 63% s157.m8 Breakdown: 1:100 2:100 3:97 4:98 5:78 6:74 7:63 8:23 9:0 10:0 Total:633/1000 s157.m9 Losses: |0000111122222333444555666777888899999 | 74% s157.m9 Breakdown: 1:91 2:76 3:97 4:72 5:60 6:48 7:72 8:56 9:85 10:90 Total:747/1000 s157.m10 Losses: |0000011112222233333444445556667777888999 | 81% s157.m10 Breakdown: 1:100 2:97 3:88 4:99 5:99 6:72 7:49 8:89 9:53 10:73 Total:819/1000 Session loss rate = 56% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #158 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.32 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s158.m1 Losses: |000001111122222333344444555556666777778888899999 | 97% s158.m1 Breakdown: 1:100 2:100 3:100 4:97 5:96 6:88 7:98 8:97 9:100 10:100 Total:976/1000 s158.m2 Losses: |00000111112222333334 | 41% s158.m2 Breakdown: 1:100 2:100 3:96 4:98 5:16 6:0 7:0 8:0 9:0 10:0 Total:410/1000 s158.m3 Losses: |0000011111222223333344445555566666777778888899999 | 99% s158.m3 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s158.m4 Losses: |0001111122223333444445555566666777778888899999 | 92% s158.m4 Breakdown: 1:78 2:84 3:78 4:89 5:93 6:100 7:100 8:100 9:100 10:100 Total:922/1000 s158.m5 Losses: |0000111112222233333444445555566666777778888899999 | 99% s158.m5 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s158.m6 Losses: |0000011112222233333444445555566666777778888899999 | 99% s158.m6 Breakdown: 1:100 2:97 3:95 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:992/1000 Total session losses (5298) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #159 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.6924 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s159.m1 Losses: |000011111222233344445556667788899 | 67% s159.m1 Breakdown: 1:90 2:96 3:82 4:71 5:64 6:69 7:59 8:48 9:46 10:46 Total:671/1000 s159.m2 Losses: |000011111222233444556667788899 | 61% s159.m2 Breakdown: 1:98 2:91 3:72 4:50 5:58 6:46 7:54 8:49 9:48 10:48 Total:614/1000 s159.m3 Losses: |000011111222223344 | 36% s159.m3 Breakdown: 1:95 2:99 3:91 4:50 5:28 6:0 7:0 8:0 9:0 10:0 Total:363/1000 s159.m4 Losses: |000001111122222333444456677 | 54% s159.m4 Breakdown: 1:100 2:100 3:100 4:77 5:66 6:30 7:37 8:39 9:0 10:0 Total:549/1000 s159.m5 Losses: |0000013 | 14% s159.m5 Breakdown: 1:100 2:36 3:1 4:3 5:7 6:0 7:0 8:0 9:0 10:0 Total:147/1000 s159.m6 Losses: |00001111122222333334444455555666677777888899999 | 95% s159.m6 Breakdown: 1:97 2:98 3:97 4:98 5:96 6:97 7:90 8:91 9:91 10:97 Total:952/1000 s159.m7 Losses: |000001111122223333344444555556666677788889999 | 90% s159.m7 Breakdown: 1:100 2:100 3:98 4:96 5:97 6:97 7:92 8:79 9:68 10:80 Total:907/1000 s159.m8 Losses: |000011111222223333344 | 43% s159.m8 Breakdown: 1:98 2:99 3:97 4:94 5:43 6:0 7:0 8:0 9:0 10:0 Total:431/1000 s159.m9 Losses: |0001112222333 | 26% s159.m9 Breakdown: 1:78 2:60 3:65 4:58 5:2 6:0 7:0 8:0 9:0 10:0 Total:263/1000 s159.m10 Losses: |000011111222333445566677788999 | 60% s159.m10 Breakdown: 1:97 2:85 3:71 4:49 5:43 6:53 7:57 8:48 9:50 10:48 Total:601/1000 Session loss rate = 54% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #160 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 0.5814 Encouragement = 0.1174 Minimum weight = -3.708 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s160.m1 Losses: |0011 | 9% s160.m1 Breakdown: 1:57 2:28 3:0 4:1 5:0 6:0 7:5 8:2 9:0 10:1 Total:94/1000 s160.m2 Losses: |000001111222233334444556667778899 | 67% s160.m2 Breakdown: 1:100 2:83 3:87 4:85 5:68 6:56 7:53 8:50 9:45 10:52 Total:679/1000 s160.m3 Losses: |000111112222233344455666778999 | 61% s160.m3 Breakdown: 1:79 2:85 3:100 4:69 5:52 6:44 7:54 8:39 9:37 10:59 Total:618/1000 s160.m4 Losses: |0001122233444556677788889999 | 56% s160.m4 Breakdown: 1:67 2:41 3:64 4:45 5:47 6:44 7:44 8:60 9:84 10:71 Total:567/1000 s160.m5 Losses: |000001111122222333344445555666677778889999 | 85% s160.m5 Breakdown: 1:100 2:100 3:100 4:82 5:90 6:80 7:68 8:88 9:66 10:77 Total:851/1000 s160.m6 Losses: |0000111122223333444555666 | 51% s160.m6 Breakdown: 1:90 2:72 3:90 4:85 5:62 6:52 7:61 8:0 9:0 10:0 Total:512/1000 s160.m7 Losses: |00000111112222333444555566 | 53% s160.m7 Breakdown: 1:100 2:100 3:93 4:64 5:46 6:83 7:44 8:0 9:0 10:0 Total:530/1000 s160.m8 Losses: |000011112223333444556667777788888999 | 72% s160.m8 Breakdown: 1:96 2:66 3:59 4:96 5:47 6:55 7:59 8:92 9:93 10:57 Total:720/1000 s160.m9 Losses: |0000111112222233333444555667788999 | 69% s160.m9 Breakdown: 1:99 2:100 3:100 4:100 5:60 6:45 7:48 8:40 9:44 10:61 Total:697/1000 Total session losses (5268) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #161 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 0.296 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s161.m1 Losses: |0000011111222223333344445555566666777778888899999 | 98% s161.m1 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:99 7:100 8:99 9:93 10:94 Total:984/1000 s161.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s161.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s161.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s161.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s161.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s161.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s161.m5 Losses: |0000011111222223333444445555566666777778888899999 | 99% s161.m5 Breakdown: 1:100 2:100 3:100 4:96 5:95 6:100 7:100 8:100 9:100 10:100 Total:991/1000 Total session losses (4975) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #162 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s162.m1 Losses: |000001111224579 | 30% s162.m1 Breakdown: 1:100 2:97 3:29 4:13 5:13 6:11 7:11 8:10 9:14 10:10 Total:308/1000 s162.m2 Losses: |0000111112222333444556667788899 | 63% s162.m2 Breakdown: 1:83 2:99 3:96 4:50 5:55 6:47 7:59 8:46 9:49 10:46 Total:630/1000 s162.m3 Losses: |000001111122222333334444455556666677777888889999 | 97% s162.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:100 8:100 9:100 10:79 Total:977/1000 s162.m4 Losses: |000001111222223334445555666777788889999 | 78% s162.m4 Breakdown: 1:100 2:96 3:88 4:62 5:58 6:76 7:74 8:76 9:75 10:75 Total:780/1000 s162.m5 Losses: |00000111122222333334444555566778899 | 71% s162.m5 Breakdown: 1:100 2:99 3:93 4:92 5:95 6:67 7:46 8:35 9:50 10:42 Total:719/1000 s162.m6 Losses: |00000111112222333334444455555666667777788889999 | 94% s162.m6 Breakdown: 1:100 2:100 3:98 4:98 5:96 6:94 7:100 8:97 9:96 10:68 Total:947/1000 s162.m7 Losses: |00000111112222333344444555556666677777888899999 | 95% s162.m7 Breakdown: 1:100 2:100 3:89 4:86 5:99 6:100 7:98 8:98 9:89 10:94 Total:953/1000 Total session losses (5314) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #163 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.572 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s163.m1 Losses: |00001111122223333444445555666667777788889999 | 88% s163.m1 Breakdown: 1:99 2:87 3:75 4:84 5:95 6:95 7:95 8:93 9:86 10:72 Total:881/1000 s163.m2 Losses: |00000111122223333444445555566666777778888899999 | 94% s163.m2 Breakdown: 1:100 2:85 3:75 4:96 5:100 6:96 7:98 8:99 9:99 10:94 Total:942/1000 s163.m3 Losses: |000 | 6% s163.m3 Breakdown: 1:63 2:5 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:68/1000 s163.m4 Losses: |000111122233344555666777888999 | 61% s163.m4 Breakdown: 1:74 2:75 3:58 4:53 5:51 6:53 7:64 8:68 9:55 10:65 Total:616/1000 s163.m5 Losses: |000001111222223333344444555556666777778888899999 | 96% s163.m5 Breakdown: 1:100 2:98 3:100 4:97 5:95 6:90 7:95 8:97 9:94 10:96 Total:962/1000 s163.m6 Losses: |00001111122223334467789 | 46% s163.m6 Breakdown: 1:90 2:93 3:86 4:53 5:39 6:15 7:12 8:43 9:18 10:15 Total:464/1000 s163.m7 Losses: |000011111222223333344444555556666777778888899999 | 96% s163.m7 Breakdown: 1:98 2:100 3:100 4:98 5:92 6:92 7:95 8:100 9:100 10:93 Total:968/1000 Total session losses (4901) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #164 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.56 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s164.m1 Losses: |000001111122223333344445555566666777778888899999 | 96% s164.m1 Breakdown: 1:100 2:100 3:97 4:85 5:81 6:100 7:100 8:100 9:100 10:100 Total:963/1000 s164.m2 Losses: |0000011111222223333344444555556666677777888889999 | 99% s164.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:99 Total:999/1000 s164.m3 Losses: |001112233 | 19% s164.m3 Breakdown: 1:49 2:57 3:51 4:40 5:0 6:0 7:0 8:0 9:0 10:0 Total:197/1000 s164.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s164.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s164.m5 Losses: |011122223333444445555566667777788889999 | 79% s164.m5 Breakdown: 1:23 2:72 3:80 4:81 5:92 6:92 7:90 8:93 9:88 10:88 Total:799/1000 s164.m6 Losses: |000011111222223333344444555566666777788889999 | 90% s164.m6 Breakdown: 1:98 2:98 3:96 4:96 5:92 6:95 7:85 8:93 9:80 10:75 Total:908/1000 s164.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s164.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5866) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] ****************************** Session #165 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 42 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1288 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s165.m1 Losses: |0000111122223333444455566677778889999 | 74% s165.m1 Breakdown: 1:83 2:94 3:65 4:81 5:81 6:69 7:62 8:72 9:65 10:75 Total:747/1000 s165.m2 Losses: |0000011122223333444455666677788 | 63% s165.m2 Breakdown: 1:100 2:74 3:79 4:81 5:77 6:36 7:80 8:70 9:38 10:0 Total:635/1000 s165.m3 Losses: |000111222223333444455555666677777888999 | 78% s165.m3 Breakdown: 1:65 2:74 3:81 4:82 5:89 6:94 7:92 8:88 9:59 10:60 Total:784/1000 s165.m4 Losses: |0000011112222233333444455555666677778888899999 | 92% s165.m4 Breakdown: 1:100 2:99 3:93 4:93 5:89 6:89 7:80 8:89 9:97 10:91 Total:920/1000 s165.m5 Losses: |0011112222333345567 | 38% s165.m5 Breakdown: 1:54 2:67 3:93 4:71 5:19 6:44 7:21 8:16 9:3 10:0 Total:388/1000 s165.m6 Losses: |0000111112222333334444455556 | 57% s165.m6 Breakdown: 1:97 2:86 3:95 4:89 5:98 6:80 7:30 8:0 9:0 10:0 Total:575/1000 s165.m7 Losses: |00001111122222333344455566666777788889999 | 83% s165.m7 Breakdown: 1:97 2:100 3:85 4:78 5:61 6:78 7:87 8:91 9:76 10:85 Total:838/1000 s165.m8 Losses: |0000111112222233333444445555566666777788889999 | 93% s165.m8 Breakdown: 1:99 2:99 3:99 4:100 5:100 6:95 7:98 8:80 9:74 10:90 Total:934/1000 Total session losses (5821) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #166 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -2.992 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s166.m1 Losses: |00000111122222333334444555556666677899 | 76% s166.m1 Breakdown: 1:100 2:97 3:98 4:98 5:79 6:100 7:93 8:39 9:25 10:32 Total:761/1000 s166.m2 Losses: |000011122223333444445 | 43% s166.m2 Breakdown: 1:85 2:74 3:80 4:75 5:92 6:25 7:0 8:0 9:0 10:0 Total:431/1000 s166.m3 Losses: |000001111122222333344445566677788999 | 73% s166.m3 Breakdown: 1:100 2:100 3:100 4:95 5:69 6:51 7:58 8:49 9:51 10:58 Total:731/1000 s166.m4 Losses: |000011111222333444455566667778889999 | 72% s166.m4 Breakdown: 1:96 2:93 3:63 4:63 5:69 6:70 7:71 8:65 9:66 10:72 Total:728/1000 s166.m5 Losses: |0000111112222233333444445555666777788889999 | 86% s166.m5 Breakdown: 1:94 2:100 3:96 4:100 5:96 6:77 7:75 8:75 9:69 10:79 Total:861/1000 s166.m6 Losses: |0000111112222333 | 32% s166.m6 Breakdown: 1:97 2:94 3:73 4:63 5:0 6:0 7:0 8:0 9:0 10:0 Total:327/1000 s166.m7 Losses: |000011111233 | 24% s166.m7 Breakdown: 1:95 2:86 3:35 4:25 5:0 6:0 7:0 8:0 9:0 10:0 Total:241/1000 s166.m8 Losses: |000011112222334 | 31% s166.m8 Breakdown: 1:96 2:83 3:73 4:35 5:20 6:0 7:0 8:0 9:5 10:0 Total:312/1000 s166.m9 Losses: |00001111 | 17% s166.m9 Breakdown: 1:84 2:80 3:11 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:175/1000 s166.m10 Losses: |0000011111222233333444445555566666777788889999 | 92% s166.m10 Breakdown: 1:100 2:100 3:99 4:99 5:100 6:97 7:96 8:88 9:77 10:72 Total:928/1000 Session loss rate = 54% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #167 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -4.976 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s167.m1 Losses: |0000111112222233333444445555566666777778888899999 | 99% s167.m1 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:99 Total:998/1000 s167.m2 Losses: |00001112223334445566677788899 | 59% s167.m2 Breakdown: 1:99 2:60 3:55 4:56 5:50 6:53 7:60 8:56 9:52 10:49 Total:590/1000 s167.m3 Losses: |0000111112222233333444455555666677777888889999 | 92% s167.m3 Breakdown: 1:91 2:100 3:100 4:94 5:92 6:92 7:85 8:89 9:98 10:88 Total:929/1000 s167.m4 Losses: |0000011111222233333444445555566666777778888899999 | 99% s167.m4 Breakdown: 1:100 2:100 3:99 4:100 5:100 6:97 7:100 8:100 9:100 10:100 Total:996/1000 s167.m5 Losses: |0000011111222233334455566667777888999 | 74% s167.m5 Breakdown: 1:100 2:100 3:99 4:64 5:52 6:63 7:76 8:71 9:63 10:57 Total:745/1000 s167.m6 Losses: |00000111112222233333444455566 | 59% s167.m6 Breakdown: 1:100 2:100 3:100 4:100 5:81 6:72 7:41 8:0 9:0 10:0 Total:594/1000 s167.m7 Losses: |00000111112222233334444455555666677777888899999 | 95% s167.m7 Breakdown: 1:100 2:100 3:100 4:96 5:95 6:93 7:90 8:93 9:87 10:98 Total:952/1000 Total session losses (5804) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #168 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1812 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s168.m1 Losses: |0000011112222233333444455555666667777888889999 | 93% s168.m1 Breakdown: 1:100 2:93 3:90 4:100 5:95 6:100 7:92 8:83 9:90 10:88 Total:931/1000 s168.m2 Losses: |000011111222223333344444555556666677777888889999 | 97% s168.m2 Breakdown: 1:98 2:100 3:100 4:98 5:99 6:95 7:100 8:98 9:97 10:89 Total:974/1000 s168.m3 Losses: |0000011222333444555666677777888899 | 69% s168.m3 Breakdown: 1:100 2:42 3:58 4:73 5:56 6:69 7:79 8:89 9:76 10:55 Total:697/1000 s168.m4 Losses: |000111222233344 | 30% s168.m4 Breakdown: 1:73 2:49 3:91 4:63 5:32 6:0 7:0 8:0 9:0 10:0 Total:308/1000 s168.m5 Losses: |00001111122222333334444455556666777778889999 | 88% s168.m5 Breakdown: 1:98 2:100 3:100 4:96 5:95 6:81 7:88 8:82 9:75 10:73 Total:888/1000 s168.m6 Losses: |0000111112222333445556677788999 | 62% s168.m6 Breakdown: 1:98 2:96 3:69 4:61 5:49 6:50 7:48 8:54 9:48 10:49 Total:622/1000 s168.m7 Losses: |00001111122222333334444555556666677777888899999 | 94% s168.m7 Breakdown: 1:98 2:100 3:99 4:95 5:85 6:95 7:99 8:94 9:91 10:86 Total:942/1000 Total session losses (5362) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] ****************************** Session #169 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.9042 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s169.m1 Losses: |00001111222223333444455555666677777888889999 | 89% s169.m1 Breakdown: 1:99 2:75 3:88 4:91 5:79 6:94 7:92 8:94 9:93 10:92 Total:897/1000 s169.m2 Losses: |0000111112222233334444555556666777788999 | 81% s169.m2 Breakdown: 1:99 2:99 3:95 4:80 5:84 6:94 7:75 8:74 9:42 10:76 Total:818/1000 s169.m3 Losses: |0000111112222333344445555566667777788 | 75% s169.m3 Breakdown: 1:95 2:100 3:84 4:78 5:78 6:91 7:91 8:88 9:45 10:0 Total:750/1000 s169.m4 Losses: |0000011111222223333344444555556666777778888899999 | 99% s169.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:98 9:99 10:98 Total:993/1000 s169.m5 Losses: |000011112222333344444555566666777788889999 | 85% s169.m5 Breakdown: 1:97 2:82 3:73 4:79 5:94 6:90 7:88 8:86 9:84 10:80 Total:853/1000 s169.m6 Losses: |0000111222333344444555566667777888889999 | 81% s169.m6 Breakdown: 1:96 2:58 3:55 4:90 5:82 6:80 7:86 8:83 9:93 10:90 Total:813/1000 Total session losses (5124) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #170 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 40 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -5.224 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s170.m1 Losses: |0000111112222233333444445555566666777778888899999 | 98% s170.m1 Breakdown: 1:87 2:97 3:100 4:99 5:99 6:100 7:100 8:100 9:100 10:100 Total:982/1000 s170.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s170.m2 Breakdown: 1:99 2:99 3:99 4:97 5:99 6:100 7:100 8:100 9:100 10:100 Total:993/1000 s170.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s170.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s170.m4 Losses: |0000011112222233333444445555566666777778888899999 | 98% s170.m4 Breakdown: 1:100 2:99 3:87 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:986/1000 s170.m5 Losses: |0000111122233333444455556666777778888899999 | 87% s170.m5 Breakdown: 1:91 2:74 3:71 4:93 5:85 6:67 7:96 8:100 9:100 10:100 Total:877/1000 s170.m6 Losses: |00001122233444556667788899 | 53% s170.m6 Breakdown: 1:81 2:57 3:56 4:44 5:43 6:46 7:53 8:51 9:54 10:47 Total:532/1000 Total session losses (5370) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #171 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.1 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s171.m1 Losses: |000011111222233333444445555566677788999 | 78% s171.m1 Breakdown: 1:94 2:96 3:84 4:94 5:99 6:94 7:68 8:51 9:54 10:49 Total:783/1000 s171.m2 Losses: |0000011111222223333344444555556666677777888899999 | 99% s171.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:99 10:92 Total:991/1000 s171.m3 Losses: |00000111112222333334444555556666677777888889999 | 95% s171.m3 Breakdown: 1:100 2:100 3:95 4:92 5:88 6:96 7:99 8:99 9:97 10:92 Total:958/1000 s171.m4 Losses: |00001111122222333334444455555666667777788888999 | 95% s171.m4 Breakdown: 1:94 2:99 3:100 4:100 5:100 6:100 7:100 8:100 9:96 10:62 Total:951/1000 s171.m5 Losses: |000011111222223333344444555556666677777888889999 | 97% s171.m5 Breakdown: 1:98 2:99 3:100 4:99 5:100 6:100 7:100 8:94 9:97 10:89 Total:976/1000 s171.m6 Losses: |000011122233344455566666777788 | 60% s171.m6 Breakdown: 1:88 2:66 3:54 4:52 5:64 6:66 7:96 8:79 9:42 10:0 Total:607/1000 Total session losses (5266) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [min link wt] ****************************** Session #172 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.735 Encouragement = 0.1174 Minimum weight = -5.176 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s172.m1 Losses: |00000111122223333344444555667778899 | 71% s172.m1 Breakdown: 1:100 2:82 3:84 4:100 5:95 6:66 7:50 8:49 9:43 10:47 Total:716/1000 s172.m2 Losses: |0001122234 | 20% s172.m2 Breakdown: 1:64 2:37 3:65 4:33 5:3 6:1 7:0 8:0 9:0 10:0 Total:203/1000 s172.m3 Losses: |00001111122222333334444455555666677888999 | 82% s172.m3 Breakdown: 1:97 2:100 3:100 4:100 5:100 6:100 7:77 8:45 9:51 10:54 Total:824/1000 s172.m4 Losses: |0000111222333334444455555666677777888889999 | 87% s172.m4 Breakdown: 1:87 2:61 3:69 4:99 5:90 6:94 7:97 8:94 9:90 10:92 Total:873/1000 s172.m5 Losses: |00001111122222333334444555556666677778888899999 | 94% s172.m5 Breakdown: 1:98 2:100 3:93 4:92 5:94 6:97 7:93 8:88 9:94 10:94 Total:943/1000 s172.m6 Losses: |0000011111222223333344444555566666777778888899999 | 99% s172.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:98 7:100 8:100 9:100 10:100 Total:998/1000 s172.m7 Losses: |00001111122223333444455556666777788889999 | 83% s172.m7 Breakdown: 1:94 2:91 3:78 4:84 5:78 6:80 7:85 8:82 9:86 10:78 Total:836/1000 Total session losses (5393) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #173 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 36 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s173.m1 Losses: |00011112233344445556667788999 | 58% s173.m1 Breakdown: 1:78 2:64 3:53 4:63 5:77 6:55 7:50 8:42 9:51 10:52 Total:585/1000 s173.m2 Losses: |0000011122233345 | 32% s173.m2 Breakdown: 1:100 2:74 3:63 4:52 5:29 6:9 7:0 8:0 9:0 10:0 Total:327/1000 s173.m3 Losses: |000011111222223333344445556667788899 | 72% s173.m3 Breakdown: 1:94 2:96 3:99 4:95 5:92 6:46 7:59 8:49 9:53 10:44 Total:727/1000 s173.m4 Losses: |0001122223344 | 26% s173.m4 Breakdown: 1:69 2:39 3:84 4:33 5:35 6:1 7:0 8:0 9:0 10:0 Total:261/1000 s173.m5 Losses: |0000111112222333344444555556666677777888889999 | 93% s173.m5 Breakdown: 1:92 2:89 3:85 4:86 5:100 6:94 7:97 8:99 9:99 10:95 Total:936/1000 s173.m6 Losses: |0000011112222333345566 | 44% s173.m6 Breakdown: 1:100 2:94 3:85 4:66 5:30 6:28 7:37 8:6 9:0 10:0 Total:446/1000 s173.m7 Losses: |0000111 | 15% s173.m7 Breakdown: 1:97 2:58 3:4 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:159/1000 s173.m8 Losses: |0000011112222333334444555556666777888899999 | 86% s173.m8 Breakdown: 1:100 2:94 3:81 4:87 5:91 6:91 7:86 8:61 9:84 10:94 Total:869/1000 s173.m9 Losses: |00001111222223333444445555666667777788889999 | 89% s173.m9 Breakdown: 1:97 2:77 3:91 4:88 5:92 6:94 7:98 8:92 9:83 10:87 Total:899/1000 Total session losses (5209) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #174 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.736 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s174.m1 Losses: |0000011112222233333444445555566666777778888899999 | 98% s174.m1 Breakdown: 1:100 2:96 3:99 4:96 5:96 6:100 7:100 8:100 9:100 10:100 Total:987/1000 s174.m2 Losses: |00112222233333444445555566666777778888899999 | 88% s174.m2 Breakdown: 1:45 2:46 3:97 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:888/1000 s174.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s174.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s174.m4 Losses: |0000011112222233333444445555566666777778888899999 | 99% s174.m4 Breakdown: 1:100 2:98 3:100 4:100 5:99 6:100 7:100 8:100 9:100 10:100 Total:997/1000 s174.m5 Losses: |000011111222223333444445555566666777778888899999 | 97% s174.m5 Breakdown: 1:93 2:94 3:96 4:94 5:100 6:100 7:100 8:100 9:100 10:99 Total:976/1000 s174.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s174.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5848) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [max link wt] ****************************** Session #175 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 49 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.616 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s175.m1 Losses: |0000011112222233333444445555566666777778888899999 | 99% s175.m1 Breakdown: 1:100 2:99 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s175.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s175.m2 Breakdown: 1:98 2:99 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:997/1000 s175.m3 Losses: |0000011111222223333444455567789 | 63% s175.m3 Breakdown: 1:100 2:100 3:100 4:94 5:72 6:57 7:26 8:43 9:24 10:15 Total:631/1000 s175.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s175.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s175.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s175.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s175.m6 Losses: |00000111112222233333444445555566666777778888899999| 100% s175.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5627) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #176 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s176.m1 Losses: |00001111222333445566677788999 | 58% s176.m1 Breakdown: 1:99 2:78 3:58 4:45 5:49 6:45 7:53 8:58 9:48 10:55 Total:588/1000 s176.m2 Losses: |000001111122233344555566666777788999 | 72% s176.m2 Breakdown: 1:100 2:100 3:78 4:53 5:42 6:81 7:86 8:89 9:43 10:51 Total:723/1000 s176.m3 Losses: |00011 | 10% s176.m3 Breakdown: 1:69 2:40 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:109/1000 s176.m4 Losses: |000 | 7% s176.m4 Breakdown: 1:64 2:9 3:1 4:2 5:0 6:1 7:0 8:0 9:0 10:0 Total:77/1000 s176.m5 Losses: |00000111122222333334444455555666667777888889999 | 94% s176.m5 Breakdown: 1:100 2:98 3:99 4:100 5:94 6:93 7:100 8:91 9:86 10:79 Total:940/1000 s176.m6 Losses: |0000011122 | 21% s176.m6 Breakdown: 1:100 2:69 3:33 4:2 5:9 6:2 7:0 8:0 9:0 10:0 Total:215/1000 s176.m7 Losses: |0000111223334444 | 33% s176.m7 Breakdown: 1:80 2:71 3:48 4:52 5:82 6:2 7:0 8:0 9:0 10:0 Total:335/1000 s176.m8 Losses: |000011112223333444555566677888999 | 67% s176.m8 Breakdown: 1:97 2:67 3:64 4:78 5:70 6:76 7:55 8:52 9:58 10:57 Total:674/1000 s176.m9 Losses: |000011111222233334444455556666777888999 | 79% s176.m9 Breakdown: 1:93 2:95 3:91 4:78 5:86 6:92 7:80 8:53 9:63 10:68 Total:799/1000 s176.m10 Losses: |0000011111222223333344445555 | 57% s176.m10 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:73 7:0 8:0 9:0 10:0 Total:572/1000 Session loss rate = 50% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #177 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.8034 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s177.m1 Losses: |0001112223334445667889 | 44% s177.m1 Breakdown: 1:79 2:44 3:59 4:66 5:56 6:23 7:38 8:29 9:37 10:15 Total:446/1000 s177.m2 Losses: |000011111222223333444445555666677777888899999 | 90% s177.m2 Breakdown: 1:98 2:87 3:95 4:99 5:85 6:84 7:91 8:92 9:79 10:94 Total:904/1000 s177.m3 Losses: |00000111122222333344444555566 | 58% s177.m3 Breakdown: 1:100 2:90 3:94 4:95 5:93 6:78 7:30 8:0 9:0 10:0 Total:580/1000 s177.m4 Losses: |000001111122222333344456777888999 | 67% s177.m4 Breakdown: 1:100 2:100 3:100 4:97 5:51 6:17 7:26 8:64 9:59 10:65 Total:679/1000 s177.m5 Losses: |00001122233344455667778899 | 53% s177.m5 Breakdown: 1:82 2:48 3:66 4:55 5:50 6:44 7:51 8:47 9:46 10:45 Total:534/1000 s177.m6 Losses: |000011 | 12% s177.m6 Breakdown: 1:99 2:21 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:120/1000 s177.m7 Losses: |000001111122222333334444455555666677777888889999 | 96% s177.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:91 9:99 10:79 Total:967/1000 s177.m8 Losses: |00001111222233344456 | 41% s177.m8 Breakdown: 1:93 2:75 3:77 4:71 5:58 6:22 7:14 8:0 9:0 10:0 Total:410/1000 s177.m9 Losses: |000011111222223333344444555556666677788889999 | 91% s177.m9 Breakdown: 1:99 2:99 3:96 4:100 5:97 6:95 7:95 8:70 9:72 10:91 Total:914/1000 Total session losses (5554) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #178 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s178.m1 Losses: |00000111112223334444555566677788899 | 71% s178.m1 Breakdown: 1:100 2:100 3:74 4:49 5:87 6:82 7:64 8:52 9:55 10:48 Total:711/1000 s178.m2 Losses: |000001111222233344455666 | 49% s178.m2 Breakdown: 1:100 2:97 3:78 4:55 5:50 6:56 7:58 8:0 9:0 10:0 Total:494/1000 s178.m3 Losses: |000011112223 | 24% s178.m3 Breakdown: 1:90 2:81 3:68 4:2 5:3 6:0 7:0 8:0 9:0 10:0 Total:244/1000 s178.m4 Losses: |0001112222333444555666778899 | 57% s178.m4 Breakdown: 1:71 2:66 3:66 4:64 5:53 6:64 7:56 8:42 9:42 10:50 Total:574/1000 s178.m5 Losses: |001112233344445555566777778 | 55% s178.m5 Breakdown: 1:58 2:58 3:42 4:46 5:76 6:100 7:54 8:90 9:33 10:0 Total:557/1000 s178.m6 Losses: |00001111122223333344445555566667777788888999 | 88% s178.m6 Breakdown: 1:99 2:96 3:84 4:89 5:85 6:88 7:96 8:99 9:94 10:58 Total:888/1000 s178.m7 Losses: |000001111122223333344445555566667777788899999 | 91% s178.m7 Breakdown: 1:100 2:100 3:95 4:85 5:92 6:90 7:93 8:91 9:71 10:95 Total:912/1000 s178.m8 Losses: |0000111122233344455 | 39% s178.m8 Breakdown: 1:87 2:90 3:57 4:62 5:48 6:49 7:0 8:0 9:0 10:0 Total:393/1000 s178.m9 Losses: |00001111222233444 | 34% s178.m9 Breakdown: 1:97 2:76 3:67 4:49 5:53 6:2 7:0 8:0 9:0 10:0 Total:344/1000 Total session losses (5117) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] [max link wt] ****************************** Session #179 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.8844 Encouragement = 0.0824 Minimum weight = -3.424 Maximum weight = 1.752 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s179.m1 Losses: |0000111112222 | 27% s179.m1 Breakdown: 1:96 2:98 3:77 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:271/1000 s179.m2 Losses: |00000111112222233344455666778899999 | 70% s179.m2 Breakdown: 1:100 2:100 3:100 4:69 5:51 6:52 7:51 8:50 9:42 10:91 Total:706/1000 s179.m3 Losses: |000001111122222333344557788889999 | 66% s179.m3 Breakdown: 1:100 2:100 3:100 4:93 5:39 6:32 7:15 8:26 9:80 10:79 Total:664/1000 s179.m4 Losses: |000011111222233333444445555566667777788888999 | 90% s179.m4 Breakdown: 1:98 2:86 3:94 4:95 5:92 6:96 7:91 8:99 9:96 10:56 Total:903/1000 s179.m5 Losses: |000011112 | 18% s179.m5 Breakdown: 1:89 2:72 3:21 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:182/1000 s179.m6 Losses: |0000111112222233333444445556667777888899 | 81% s179.m6 Breakdown: 1:98 2:88 3:98 4:100 5:97 6:62 7:68 8:87 9:69 10:46 Total:813/1000 s179.m7 Losses: |000011111222233333444455555666677777888899999 | 90% s179.m7 Breakdown: 1:96 2:93 3:85 4:90 5:91 6:97 7:87 8:88 9:86 10:94 Total:907/1000 s179.m8 Losses: |0000111122223333 | 33% s179.m8 Breakdown: 1:87 2:76 3:92 4:84 5:0 6:0 7:0 8:0 9:0 10:0 Total:339/1000 s179.m9 Losses: |00001112223334445556677788899 | 59% s179.m9 Breakdown: 1:80 2:70 3:57 4:66 5:60 6:55 7:50 8:47 9:55 10:58 Total:598/1000 Total session losses (5383) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] ****************************** Session #180 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 47 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s180.m1 Losses: |0000011111222334556789 | 44% s180.m1 Breakdown: 1:100 2:100 3:68 4:43 5:27 6:23 7:21 8:27 9:13 10:21 Total:443/1000 s180.m2 Losses: |000001112 | 19% s180.m2 Breakdown: 1:100 2:76 3:16 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:192/1000 s180.m3 Losses: |000001111222233333444455556666777889 | 72% s180.m3 Breakdown: 1:100 2:87 3:89 4:86 5:89 6:78 7:75 8:65 9:32 10:19 Total:720/1000 s180.m4 Losses: |0000111112222233333444455556666677777888899999 | 93% s180.m4 Breakdown: 1:99 2:99 3:96 4:94 5:91 6:68 7:93 8:100 9:98 10:99 Total:937/1000 s180.m5 Losses: |0000011111222223333344444555556666777778888999 | 92% s180.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:90 8:96 9:92 10:44 Total:922/1000 s180.m6 Losses: |0000011111222233333444455556666778889999 | 80% s180.m6 Breakdown: 1:100 2:100 3:90 4:92 5:83 6:85 7:73 8:45 9:68 10:66 Total:802/1000 s180.m7 Losses: |00001112222233334445556667777788889999 | 77% s180.m7 Breakdown: 1:88 2:71 3:87 4:89 5:59 6:49 7:70 8:87 9:86 10:85 Total:771/1000 s180.m8 Losses: |000011112235689 | 30% s180.m8 Breakdown: 1:98 2:80 3:33 4:11 5:11 6:18 7:10 8:14 9:12 10:17 Total:304/1000 Total session losses (5091) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [max link wt] ****************************** Session #181 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 44 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.095 Minimum weight = -3.424 Maximum weight = 1.396 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s181.m1 Losses: |000011112222233334445555 | 48% s181.m1 Breakdown: 1:89 2:86 3:89 4:86 5:69 6:66 7:0 8:0 9:0 10:0 Total:485/1000 s181.m2 Losses: |000001111222233334444555556666677778888899999 | 91% s181.m2 Breakdown: 1:100 2:97 3:81 4:79 5:82 6:97 7:85 8:93 9:100 10:98 Total:912/1000 s181.m3 Losses: |000111223 | 18% s181.m3 Breakdown: 1:63 2:57 3:52 4:13 5:0 6:0 7:0 8:0 9:0 10:0 Total:185/1000 s181.m4 Losses: |0000011111222223333344444555556666677778888899999 | 98% s181.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:95 9:88 10:97 Total:980/1000 s181.m5 Losses: |000001111222333334444555566666777788889999 | 85% s181.m5 Breakdown: 1:100 2:83 3:71 4:89 5:85 6:83 7:91 8:90 9:78 10:88 Total:858/1000 s181.m6 Losses: |0000111122333444455556667888999 | 63% s181.m6 Breakdown: 1:92 2:72 3:51 4:53 5:85 6:81 7:59 8:19 9:63 10:62 Total:637/1000 s181.m7 Losses: |000001111122222333334444455555666777888999 | 85% s181.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:75 8:58 9:65 10:58 Total:856/1000 Total session losses (4913) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #182 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.0366 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s182.m1 Losses: |0000111112223333444556677788899 | 63% s182.m1 Breakdown: 1:95 2:87 3:75 4:65 5:58 6:46 7:47 8:59 9:48 10:52 Total:632/1000 s182.m2 Losses: |0000111112222233333444445555566777899 | 75% s182.m2 Breakdown: 1:93 2:100 3:100 4:100 5:100 6:100 7:46 8:45 9:33 10:36 Total:753/1000 s182.m3 Losses: |0000112222333444555566677788889999 | 68% s182.m3 Breakdown: 1:84 2:55 3:65 4:59 5:73 6:74 7:66 8:59 9:81 10:67 Total:683/1000 s182.m4 Losses: |00000111122222333334444455555666667777888899999 | 94% s182.m4 Breakdown: 1:100 2:99 3:98 4:100 5:100 6:100 7:90 8:87 9:84 10:84 Total:942/1000 s182.m5 Losses: |0000111112222233333444445555566666777778888899999 | 98% s182.m5 Breakdown: 1:99 2:93 3:95 4:97 5:100 6:100 7:100 8:100 9:100 10:100 Total:984/1000 s182.m6 Losses: |0000111112222233333444445555566666777778888899999 | 99% s182.m6 Breakdown: 1:96 2:100 3:96 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:992/1000 Total session losses (4986) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] ****************************** Session #183 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1776 Minimum weight = -2.276 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s183.m1 Losses: |000011111222233344445555666677888999 | 72% s183.m1 Breakdown: 1:91 2:96 3:76 4:65 5:85 6:82 7:70 8:52 9:57 10:47 Total:721/1000 s183.m2 Losses: |0000111112222233333444445555566666777778888899999 | 99% s183.m2 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:999/1000 s183.m3 Losses: |000011111222233334445555666677788899 | 73% s183.m3 Breakdown: 1:94 2:91 3:77 4:80 5:71 6:75 7:79 8:68 9:49 10:50 Total:734/1000 s183.m4 Losses: |000001111122223333344445555666677788999 | 79% s183.m4 Breakdown: 1:100 2:100 3:94 4:95 5:76 6:90 7:77 8:52 9:55 10:51 Total:790/1000 s183.m5 Losses: |00000111112222233333444455555666667777788899999 | 95% s183.m5 Breakdown: 1:100 2:100 3:100 4:100 5:91 6:99 7:100 8:100 9:63 10:97 Total:950/1000 s183.m6 Losses: |000011111222223333344444555566666777778888899999 | 97% s183.m6 Breakdown: 1:95 2:96 3:98 4:98 5:96 6:96 7:96 8:100 9:100 10:98 Total:973/1000 Total session losses (5167) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] [min link wt] [max link wt] ****************************** Session #184 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 52 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1034 Minimum weight = -2.844 Maximum weight = 3.804 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s184.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s184.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s184.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s184.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s184.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s184.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s184.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s184.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s184.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s184.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5000) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #185 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 2.616 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s185.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s185.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s185.m2 Losses: |000001111122222333344444555556666677777888889999 | 97% s185.m2 Breakdown: 1:100 2:100 3:100 4:97 5:100 6:100 7:97 8:94 9:97 10:89 Total:974/1000 s185.m3 Losses: |000001111122223333344445555566667777788888999 | 91% s185.m3 Breakdown: 1:100 2:100 3:98 4:93 5:86 6:84 7:97 8:99 9:86 10:76 Total:919/1000 s185.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s185.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s185.m5 Losses: |0000011111222223333444445555566666777778888899999 | 99% s185.m5 Breakdown: 1:100 2:100 3:100 4:94 5:100 6:100 7:100 8:100 9:100 10:100 Total:994/1000 s185.m6 Losses: |0000111112222333344445555666677778888999 | 81% s185.m6 Breakdown: 1:94 2:87 3:79 4:89 5:84 6:81 7:82 8:69 9:84 10:63 Total:812/1000 Total session losses (5699) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] [min link wt] ****************************** Session #186 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1834 Minimum weight = -3.252 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s186.m1 Losses: |000011223334 | 25% s186.m1 Breakdown: 1:84 2:37 3:50 4:52 5:28 6:0 7:0 8:0 9:0 10:0 Total:251/1000 s186.m2 Losses: |000011122223333445667789 | 48% s186.m2 Breakdown: 1:90 2:67 3:73 4:76 5:39 6:29 7:40 8:35 9:11 10:27 Total:487/1000 s186.m3 Losses: |0000111112222233333444445555566666777778888899999 | 99% s186.m3 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:99 9:100 10:100 Total:998/1000 s186.m4 Losses: |0000011111222223333344444555556666777778888999 | 93% s186.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:98 8:96 9:78 10:63 Total:935/1000 s186.m5 Losses: |0000111222223334 | 33% s186.m5 Breakdown: 1:91 2:63 3:87 4:75 5:14 6:0 7:0 8:0 9:0 10:0 Total:330/1000 s186.m6 Losses: |0000011111222334445 | 38% s186.m6 Breakdown: 1:100 2:100 3:60 4:49 5:58 6:21 7:0 8:0 9:0 10:0 Total:388/1000 s186.m7 Losses: |00011112222233334444455556667 | 58% s186.m7 Breakdown: 1:65 2:89 3:93 4:91 5:82 6:87 7:69 8:8 9:0 10:0 Total:584/1000 s186.m8 Losses: |00001111122222333334444455556666777788899 | 83% s186.m8 Breakdown: 1:96 2:98 3:98 4:94 5:98 6:87 7:86 8:76 9:57 10:44 Total:834/1000 s186.m9 Losses: |0000111112222233333444455556666777788889999 | 86% s186.m9 Breakdown: 1:93 2:99 3:98 4:90 5:82 6:83 7:85 8:80 9:86 10:71 Total:867/1000 Total session losses (5674) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [min link wt] ****************************** Session #187 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 52 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -4.68 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s187.m1 Losses: |000001111122233344 | 36% s187.m1 Breakdown: 1:100 2:100 3:79 4:55 5:28 6:6 7:0 8:0 9:0 10:0 Total:368/1000 s187.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s187.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s187.m3 Losses: |00011112223333344445555566667777888899999 | 83% s187.m3 Breakdown: 1:69 2:72 3:76 4:88 5:90 6:88 7:80 8:91 9:83 10:94 Total:831/1000 s187.m4 Losses: |0000011111222223333344445555566667777888899999 | 92% s187.m4 Breakdown: 1:100 2:100 3:100 4:100 5:91 6:90 7:80 8:88 9:87 10:92 Total:928/1000 s187.m5 Losses: |0000011112222233445556666777778888899999 | 80% s187.m5 Breakdown: 1:100 2:98 3:84 4:45 5:43 6:60 7:89 8:97 9:94 10:90 Total:800/1000 s187.m6 Losses: |0000111112222233333444455556667778888999 | 81% s187.m6 Breakdown: 1:99 2:100 3:99 4:87 5:80 6:75 7:74 8:57 9:80 10:60 Total:811/1000 s187.m7 Losses: |000011111222233333444445555566666777778888899999 | 97% s187.m7 Breakdown: 1:96 2:88 3:88 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:972/1000 Total session losses (5710) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] [max link wt] ****************************** Session #188 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 48 nodes Learning Rate = 0.5826 Momentum = 0.9042 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 3.64 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s188.m1 Losses: |00000111112222233333444445555566666777778888899999| 100% s188.m1 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s188.m2 Losses: |00000111112222233333444445555566666777778888899999| 100% s188.m2 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s188.m3 Losses: |00000111112222233333444445555566666777778888899999| 100% s188.m3 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s188.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s188.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s188.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s188.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5000) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] ****************************** Session #189 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.4224 Encouragement = 0.092 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s189.m1 Losses: |000001111222233444555667788899 | 61% s189.m1 Breakdown: 1:100 2:93 3:70 4:56 5:51 6:51 7:50 8:41 9:57 10:49 Total:618/1000 s189.m2 Losses: |0000011112222233333444445555566666777788899 | 87% s189.m2 Breakdown: 1:100 2:99 3:100 4:100 5:100 6:100 7:93 8:74 9:56 10:56 Total:878/1000 s189.m3 Losses: |000001111122222333444556667788899 | 67% s189.m3 Breakdown: 1:100 2:100 3:100 4:68 5:54 6:52 7:54 8:46 9:54 10:48 Total:676/1000 s189.m4 Losses: |000001111122334 | 31% s189.m4 Breakdown: 1:100 2:100 3:53 4:33 5:24 6:0 7:0 8:0 9:0 10:0 Total:310/1000 s189.m5 Losses: |000001111222334445556777888999 | 60% s189.m5 Breakdown: 1:100 2:99 3:54 4:43 5:52 6:54 7:36 8:47 9:57 10:63 Total:605/1000 s189.m6 Losses: |00000111112222333334444455555666667777888899999 | 94% s189.m6 Breakdown: 1:100 2:100 3:99 4:99 5:95 6:98 7:90 8:80 9:88 10:92 Total:941/1000 s189.m7 Losses: |0000011112222233444455556667 | 56% s189.m7 Breakdown: 1:100 2:96 3:94 4:44 5:67 6:97 7:56 8:6 9:0 10:0 Total:560/1000 s189.m8 Losses: |00001111223336 | 29% s189.m8 Breakdown: 1:97 2:82 3:36 4:59 5:5 6:0 7:6 8:6 9:0 10:0 Total:291/1000 s189.m9 Losses: |0000111122222334678 | 38% s189.m9 Breakdown: 1:85 2:94 3:88 4:47 5:16 6:9 7:2 8:22 9:17 10:0 Total:380/1000 Total session losses (5259) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #190 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1962 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s190.m1 Losses: |0000111112222333344445555666677778888999 | 81% s190.m1 Breakdown: 1:93 2:97 3:89 4:77 5:78 6:79 7:84 8:77 9:71 10:65 Total:810/1000 s190.m2 Losses: |0000111112222233333444445556667788899 | 75% s190.m2 Breakdown: 1:99 2:89 3:96 4:98 5:99 6:73 7:49 8:44 9:57 10:48 Total:752/1000 s190.m3 Losses: |00000111122222333334444455555666677777888889999 | 95% s190.m3 Breakdown: 1:100 2:87 3:99 4:100 5:98 6:99 7:95 8:97 9:92 10:90 Total:957/1000 s190.m4 Losses: |0001222333334444555556 | 45% s190.m4 Breakdown: 1:62 2:34 3:54 4:91 5:97 6:87 7:34 8:0 9:0 10:0 Total:459/1000 s190.m5 Losses: |0000111122333 | 27% s190.m5 Breakdown: 1:98 2:66 3:55 4:51 5:0 6:0 7:0 8:0 9:0 10:0 Total:270/1000 s190.m6 Losses: |0000111112222333344444555556666777778888899999 | 92% s190.m6 Breakdown: 1:97 2:90 3:90 4:81 5:85 6:97 7:99 8:95 9:95 10:92 Total:921/1000 s190.m7 Losses: |0000011111222233333444455566777889 | 68% s190.m7 Breakdown: 1:100 2:100 3:99 4:96 5:75 6:60 7:48 8:50 9:37 10:18 Total:683/1000 s190.m8 Losses: |00001111223344578 | 35% s190.m8 Breakdown: 1:88 2:91 3:38 4:40 5:26 6:23 7:10 8:23 9:12 10:0 Total:351/1000 Total session losses (5203) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [encouragement] ****************************** Session #191 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.7854 Encouragement = 0.147 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s191.m1 Losses: |000011111222223333344444555556666677777888899999 | 97% s191.m1 Breakdown: 1:96 2:99 3:99 4:92 5:100 6:100 7:100 8:97 9:96 10:94 Total:973/1000 s191.m2 Losses: |000001111122223333344444555556666677778888899999 | 96% s191.m2 Breakdown: 1:100 2:100 3:96 4:95 5:100 6:94 7:96 8:93 9:97 10:91 Total:962/1000 s191.m3 Losses: |0000111 | 15% s191.m3 Breakdown: 1:92 2:62 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:154/1000 s191.m4 Losses: |0001111122223333344444555566677778 | 68% s191.m4 Breakdown: 1:70 2:95 3:93 4:99 5:84 6:86 7:67 8:85 9:3 10:0 Total:682/1000 s191.m5 Losses: |000011122333 | 25% s191.m5 Breakdown: 1:96 2:55 3:45 4:51 5:5 6:0 7:0 8:0 9:0 10:0 Total:252/1000 s191.m6 Losses: |00001112222233344444555667 | 53% s191.m6 Breakdown: 1:88 2:69 3:83 4:68 5:92 6:60 7:58 8:15 9:0 10:0 Total:533/1000 s191.m7 Losses: |00000111122222333334444455555666667777888899999 | 95% s191.m7 Breakdown: 1:100 2:99 3:99 4:100 5:100 6:93 7:90 8:95 9:81 10:94 Total:951/1000 s191.m8 Losses: |000011111222223333344444555566667777788 | 79% s191.m8 Breakdown: 1:97 2:95 3:95 4:96 5:98 6:95 7:81 8:86 9:55 10:0 Total:798/1000 Total session losses (5305) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #192 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.405 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s192.m1 Losses: |00111222233333444445555666667777888889999 | 82% s192.m1 Breakdown: 1:59 2:41 3:80 4:100 5:100 6:91 7:90 8:97 9:83 10:85 Total:826/1000 s192.m2 Losses: |00000111122222333344444555566666777778888899999 | 95% s192.m2 Breakdown: 1:100 2:91 3:94 4:90 5:90 6:89 7:100 8:99 9:98 10:99 Total:950/1000 s192.m3 Losses: |00001111122233344445556677788999 | 64% s192.m3 Breakdown: 1:96 2:100 3:53 4:68 5:81 6:49 7:43 8:51 9:51 10:50 Total:642/1000 s192.m4 Losses: |00000111112222233333444455556678899 | 70% s192.m4 Breakdown: 1:100 2:100 3:100 4:100 5:99 6:61 7:51 8:25 9:31 10:37 Total:704/1000 s192.m5 Losses: |00001112223333444445566 | 46% s192.m5 Breakdown: 1:81 2:59 3:67 4:91 5:99 6:38 7:28 8:5 9:0 10:0 Total:468/1000 s192.m6 Losses: |000001111122222333334444455555666667788899 | 84% s192.m6 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:57 9:54 10:35 Total:846/1000 s192.m7 Losses: |00000111112222233333444445555566666777778888899999| 100% s192.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 Total session losses (5436) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [max link wt] ****************************** Session #193 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.144 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s193.m1 Losses: |0000111122223333344444555556666677777888899999 | 92% s193.m1 Breakdown: 1:87 2:84 3:84 4:99 5:99 6:99 7:93 8:95 9:91 10:93 Total:924/1000 s193.m2 Losses: |000001111222223333344445556667778888999 | 78% s193.m2 Breakdown: 1:100 2:99 3:94 4:88 5:81 6:63 7:70 8:64 9:63 10:66 Total:788/1000 s193.m3 Losses: |000011111222233333444455555666667777888899999 | 91% s193.m3 Breakdown: 1:94 2:100 3:82 4:92 5:87 6:93 7:95 8:90 9:86 10:93 Total:912/1000 s193.m4 Losses: |000001111122222333334444455556 | 60% s193.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:89 7:20 8:0 9:0 10:0 Total:609/1000 s193.m5 Losses: |0000111112222233333444445555666667777788889999 | 93% s193.m5 Breakdown: 1:93 2:96 3:99 4:98 5:94 6:91 7:98 8:91 9:88 10:89 Total:937/1000 s193.m6 Losses: |00001111122222333334444455556666677778888899999 | 94% s193.m6 Breakdown: 1:99 2:97 3:96 4:96 5:93 6:88 7:94 8:87 9:98 10:93 Total:941/1000 Total session losses (5111) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [encouragement] ****************************** Session #194 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 49 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1688 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s194.m1 Losses: |0000111122233344458 | 38% s194.m1 Breakdown: 1:82 2:80 3:70 4:54 5:56 6:29 7:3 8:5 9:1 10:3 Total:383/1000 s194.m2 Losses: |00001111222233344455566667777788889999 | 77% s194.m2 Breakdown: 1:87 2:73 3:88 4:60 5:60 6:67 7:83 8:87 9:82 10:83 Total:770/1000 s194.m3 Losses: |00000111122223334445 | 41% s194.m3 Breakdown: 1:100 2:86 3:76 4:70 5:53 6:27 7:0 8:0 9:0 10:0 Total:412/1000 s194.m4 Losses: |00000111112222233333444445555566666777778888899999| 100% s194.m4 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s194.m5 Losses: |00011111222223333344444555556666677778 | 76% s194.m5 Breakdown: 1:76 2:97 3:99 4:100 5:100 6:100 7:100 8:85 9:9 10:0 Total:766/1000 s194.m6 Losses: |000011112222233334444556678899 | 61% s194.m6 Breakdown: 1:88 2:88 3:92 4:75 5:80 6:50 7:34 8:27 9:37 10:42 Total:613/1000 s194.m7 Losses: |0000011111222223333344444555566666777778888899 | 92% s194.m7 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:99 7:100 8:100 9:81 10:43 Total:923/1000 s194.m8 Losses: |000011111222223333344445555666777888999 | 78% s194.m8 Breakdown: 1:94 2:97 3:100 4:94 5:78 6:78 7:73 8:64 9:50 10:56 Total:784/1000 Total session losses (5651) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [momentum] [min link wt] ****************************** Session #195 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.5982 Encouragement = 0.1174 Minimum weight = -4.324 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s195.m1 Losses: |00000111112222333334444455556666677777888899999 | 95% s195.m1 Breakdown: 1:100 2:100 3:99 4:91 5:96 6:93 7:97 8:92 9:90 10:92 Total:950/1000 s195.m2 Losses: |00000111223334445556677 | 46% s195.m2 Breakdown: 1:100 2:65 3:51 4:55 5:50 6:63 7:55 8:28 9:0 10:0 Total:467/1000 s195.m3 Losses: |000011112223344455556667788899 | 61% s195.m3 Breakdown: 1:92 2:81 3:56 4:49 5:60 6:71 7:53 8:54 9:50 10:50 Total:616/1000 s195.m4 Losses: |00001111122233334444555566667778888999 | 76% s195.m4 Breakdown: 1:99 2:85 3:72 4:79 5:72 6:79 7:76 8:75 9:64 10:66 Total:767/1000 s195.m5 Losses: |00000111112222233333444445555566666777778888899999| 100% s195.m5 Breakdown: 1:100 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:100 10:100 Total:1000/1000 s195.m6 Losses: |00011222333344455556666677788899 | 65% s195.m6 Breakdown: 1:63 2:52 3:54 4:73 5:75 6:80 7:89 8:54 9:66 10:52 Total:658/1000 s195.m7 Losses: |000111222333334444555556667777788899999 | 78% s195.m7 Breakdown: 1:68 2:63 3:66 4:86 5:91 6:90 7:72 8:84 9:78 10:90 Total:788/1000 Total session losses (5246) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [min link wt] ****************************** Session #196 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -4.228 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s196.m1 Losses: |00011111222233344444555556666677777888899999 | 88% s196.m1 Breakdown: 1:79 2:83 3:78 4:76 5:99 6:99 7:94 8:98 9:91 10:92 Total:889/1000 s196.m2 Losses: |00001111222233334445566788999 | 59% s196.m2 Breakdown: 1:87 2:84 3:85 4:78 5:62 6:32 7:38 8:30 9:26 10:69 Total:591/1000 s196.m3 Losses: |0000111112222233333444445555566666777778888899999 | 98% s196.m3 Breakdown: 1:99 2:100 3:100 4:100 5:98 6:99 7:94 8:99 9:97 10:99 Total:985/1000 s196.m4 Losses: |0000011111222233334444555556666677778888999 | 86% s196.m4 Breakdown: 1:100 2:100 3:88 4:81 5:84 6:99 7:98 8:87 9:74 10:56 Total:867/1000 s196.m5 Losses: |0000011111222233333444445555566666777778888899999 | 98% s196.m5 Breakdown: 1:100 2:100 3:94 4:98 5:91 6:100 7:100 8:100 9:100 10:100 Total:983/1000 s196.m6 Losses: |000001112223344555666777778888999 | 66% s196.m6 Breakdown: 1:100 2:62 3:58 4:49 5:49 6:51 7:59 8:99 9:81 10:55 Total:663/1000 Total session losses (4978) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [encouragement] ****************************** Session #197 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1406 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s197.m1 Losses: |000011111222333444455556667778888999 | 73% s197.m1 Breakdown: 1:99 2:84 3:65 4:64 5:81 6:81 7:49 8:70 9:73 10:71 Total:737/1000 s197.m2 Losses: |000001111222223333344444555556666677777888899999 | 97% s197.m2 Breakdown: 1:100 2:95 3:93 4:100 5:98 6:97 7:99 8:98 9:90 10:100 Total:970/1000 s197.m3 Losses: |00001111222223333444555566666777888899 | 76% s197.m3 Breakdown: 1:98 2:77 3:93 4:76 5:72 6:72 7:92 8:69 9:79 10:34 Total:762/1000 s197.m4 Losses: |000001111122222333445 | 42% s197.m4 Breakdown: 1:100 2:100 3:100 4:76 5:35 6:16 7:0 8:0 9:0 10:0 Total:427/1000 s197.m5 Losses: |0001111222233334444555566677888999 | 68% s197.m5 Breakdown: 1:73 2:79 3:85 4:82 5:80 6:69 7:57 8:50 9:56 10:49 Total:680/1000 s197.m6 Losses: |0001112233344555667778899 | 51% s197.m6 Breakdown: 1:66 2:55 3:49 4:59 5:46 6:51 7:50 8:54 9:36 10:53 Total:519/1000 s197.m7 Losses: |0000011111222223333444556677788899 | 69% s197.m7 Breakdown: 1:100 2:100 3:100 4:91 5:55 6:49 7:43 8:56 9:53 10:52 Total:699/1000 s197.m8 Losses: |0000011111222233333444445555566666777788889999 | 92% s197.m8 Breakdown: 1:100 2:100 3:95 4:96 5:99 6:98 7:99 8:82 9:82 10:69 Total:920/1000 Total session losses (5714) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [learning rate] ****************************** Session #198 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.4266 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s198.m1 Losses: |000001112233333444555667 | 48% s198.m1 Breakdown: 1:100 2:66 3:45 4:89 5:74 6:46 7:43 8:22 9:0 10:0 Total:485/1000 s198.m2 Losses: |0000011111222223333444445 | 51% s198.m2 Breakdown: 1:100 2:100 3:100 4:98 5:97 6:18 7:0 8:0 9:0 10:0 Total:513/1000 s198.m3 Losses: |0000111112222233334 | 38% s198.m3 Breakdown: 1:99 2:98 3:100 4:68 5:17 6:0 7:0 8:0 9:0 10:0 Total:382/1000 s198.m4 Losses: |0000111112222233333444445555566666777778888899 | 93% s198.m4 Breakdown: 1:99 2:100 3:100 4:100 5:100 6:100 7:100 8:100 9:87 10:53 Total:939/1000 s198.m5 Losses: |00001111223344556677889 | 47% s198.m5 Breakdown: 1:99 2:79 3:36 4:31 5:45 6:44 7:42 8:34 9:35 10:32 Total:477/1000 s198.m6 Losses: |00000111112222333344444555556666778899 | 76% s198.m6 Breakdown: 1:100 2:100 3:91 4:86 5:98 6:93 7:72 8:44 9:42 10:37 Total:763/1000 s198.m7 Losses: |00001111222223333444445555666777888899 | 77% s198.m7 Breakdown: 1:94 2:82 3:89 4:89 5:93 6:89 7:53 8:68 9:72 10:47 Total:776/1000 s198.m8 Losses: |0001111122222333334445 | 45% s198.m8 Breakdown: 1:75 2:99 3:96 4:90 5:74 6:21 7:0 8:0 9:0 10:0 Total:455/1000 s198.m9 Losses: |000011122222333334444455556666777788889999 | 85% s198.m9 Breakdown: 1:82 2:76 3:93 4:94 5:97 6:91 7:74 8:76 9:85 10:88 Total:856/1000 Total session losses (5646) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [momentum] ****************************** Session #199 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 38 nodes Learning Rate = 0.5826 Momentum = 0.5418 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s199.m1 Losses: |0000111112222233334445556677778889999 | 75% s199.m1 Breakdown: 1:95 2:100 3:85 4:91 5:64 6:56 7:47 8:69 9:65 10:81 Total:753/1000 s199.m2 Losses: |00001112222333444455566677888999 | 64% s199.m2 Breakdown: 1:82 2:61 3:88 4:66 5:71 6:56 7:59 8:56 9:50 10:56 Total:645/1000 s199.m3 Losses: |000011111222223333444555667778899 | 67% s199.m3 Breakdown: 1:97 2:100 3:100 4:71 5:58 6:58 7:54 8:46 9:41 10:51 Total:676/1000 s199.m4 Losses: |00001111122222333344444555556666677778888899999 | 95% s199.m4 Breakdown: 1:87 2:100 3:97 4:93 5:97 6:98 7:93 8:94 9:100 10:95 Total:954/1000 s199.m5 Losses: |00000111112222233333444555666777888889999 | 82% s199.m5 Breakdown: 1:100 2:100 3:100 4:100 5:67 6:63 7:58 8:71 9:90 10:75 Total:824/1000 s199.m6 Losses: |000011112222333444455555666667777889999 | 79% s199.m6 Breakdown: 1:98 2:81 3:61 4:68 5:86 6:93 7:94 8:81 9:54 10:76 Total:792/1000 s199.m7 Losses: |000001111122223333344444555556666677777888899999 | 97% s199.m7 Breakdown: 1:100 2:100 3:99 4:100 5:99 6:100 7:96 8:93 9:87 10:96 Total:970/1000 Total session losses (5614) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... NN Arch mutating: [# hidden nodes] [learning rate] ****************************** Session #200 ************************* NN Arch configuration: 1 hidden layers: layer[1] has 39 nodes Learning Rate = 0.6588 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s200.m1 Losses: |000011111222333445566677788999 | 61% s200.m1 Breakdown: 1:94 2:92 3:56 4:59 5:55 6:40 7:57 8:48 9:56 10:57 Total:614/1000 s200.m2 Losses: |0000111112222233333444556667788899 | 68% s200.m2 Breakdown: 1:98 2:96 3:95 4:97 5:66 6:44 7:52 8:50 9:50 10:41 Total:689/1000 s200.m3 Losses: |0000011122233445556667778899999 | 63% s200.m3 Breakdown: 1:100 2:74 3:47 4:52 5:46 6:54 7:53 8:56 9:56 10:92 Total:630/1000 s200.m4 Losses: |000011112222333344445555566667788889999 | 78% s200.m4 Breakdown: 1:97 2:75 3:78 4:78 5:88 6:98 7:71 8:52 9:79 10:73 Total:789/1000 s200.m5 Losses: |000001111222233334444455556666777788889999 | 84% s200.m5 Breakdown: 1:100 2:91 3:80 4:88 5:86 6:81 7:88 8:85 9:76 10:69 Total:844/1000 s200.m6 Losses: |000001111222223333444455556 | 54% s200.m6 Breakdown: 1:100 2:97 3:85 4:88 5:84 6:73 7:13 8:0 9:0 10:0 Total:540/1000 s200.m7 Losses: |0000111122223333344445556667788899 | 68% s200.m7 Breakdown: 1:86 2:86 3:86 4:92 5:73 6:57 7:65 8:49 9:49 10:44 Total:687/1000 s200.m8 Losses: |000001111122277788889999 | 49% s200.m8 Breakdown: 1:100 2:100 3:64 4:14 5:0 6:0 7:0 8:60 9:78 10:80 Total:496/1000 Total session losses (5289) already exceed best session's losses (4900, aborting session early Session loss rate = 100% -- got worse, restoring old arch... Done searching for optimal architecture. *************** Final Session (looking for best weights) **************** NN Arch configuration: 1 hidden layers: layer[1] has 43 nodes Learning Rate = 0.5826 Momentum = 0.612 Encouragement = 0.1174 Minimum weight = -3.424 Maximum weight = 1.868 Act numerator = 1 Act add = 0 Splitting matches (1000 games each) into 10 periods of 100 games each Neural_2 replacing its old NeuNet... s201.m1 Losses: |000011112222233334444555566667777888999 | 79% s201.m1 Breakdown: 1:83 2:86 3:96 4:80 5:75 6:80 7:90 8:75 9:60 10:73 Total:798/1000 Best loss rate yet for this architecture (79% beats 100%) Saving architecture to 'z/29.cfg' and weights to 'z/29.wts'... s201.m2 Losses: |0000111112222233333444445555666677778889999 | 86% s201.m2 Breakdown: 1:96 2:98 3:100 4:99 5:98 6:83 7:73 8:90 9:52 10:78 Total:867/1000 s201.m3 Losses: |0 | 2% s201.m3 Breakdown: 1:27 2:0 3:0 4:0 5:0 6:0 7:0 8:0 9:0 10:0 Total:27/1000 Best loss rate yet for this architecture (2% beats 79%) Saving architecture to 'z/29.cfg' and weights to 'z/29.wts'... s201.m4 Losses: |0000111112222233334445566677888999 | 69% s201.m4 Breakdown: 1:98 2:100 3:95 4:83 5:54 6:47 7:45 8:48 9:59 10:61 Total:690/1000 s201.m5 Losses: |00000111112222233333444455556 | 59% s201.m5 Breakdown: 1:100 2:100 3:100 4:100 5:86 6:83 7:24 8:0 9:0 10:0 Total:593/1000 s201.m6 Losses: |0000011122223333344444555556666677778888999 | 87% s201.m6 Breakdown: 1:100 2:79 3:80 4:96 5:97 6:99 7:100 8:88 9:71 10:62 Total:872/1000 s201.m7 Losses: |0000011111222223333444556667788899 | 69% s201.m7 Breakdown: 1:100 2:100 3:100 4:99 5:46 6:51 7:48 8:49 9:52 10:54 Total:699/1000 s201.m8 Losses: |0000111112222333334444555566666777778888899999 | 92% s201.m8 Breakdown: 1:89 2:92 3:97 4:92 5:83 6:83 7:86 8:100 9:100 10:100 Total:922/1000 s201.m9 Losses: |0000111122233444556667788899 | 57% s201.m9 Breakdown: 1:83 2:82 3:66 4:41 5:48 6:49 7:56 8:49 9:52 10:48 Total:574/1000 s201.m10 Losses: |000001111222223333344445556667788899 | 73% s201.m10 Breakdown: 1:100 2:98 3:93 4:92 5:80 6:70 7:60 8:46 9:47 10:46 Total:732/1000 Writing test-ready player file... Test by typing: ttt -s0 -pz/29.pla -rrules/standard.rul -m10 -g1000 Done.