поправил баг - двойной арктангенс

Start!
[AI] Новая сеть
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -29992) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 10.0 / 0
[RESTART] Reason: Legacy WON ( O  Count: 18 Rating: 29991) CURRENT SCORE -> Neuro: 1 (10%) | Legacy: 9 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.0 / 0 / 10.0 / 11.8
[RESTART] Reason: Legacy WON ( X  Count: 7 Rating: 29989) CURRENT SCORE -> Neuro: 1 (5.3%) | Legacy: 18 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.0 / 0 / 8.5 / 10.9
[RESTART] Reason: Legacy WON ( O  Count: 13 Rating: -29992) CURRENT SCORE -> Neuro: 1 (3.6%) | Legacy: 27 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.0 / 0 / 9.6 / 11.7
[TREE TRAIN 200] spread=1.9 childs=43150 direct=19 adaptiveK=5 value=0.034 target=0.25 loss=2 policy_loss=3.9 delta=0.21
[RESTART] Reason: Legacy WON ( X  Count: 8 Rating: -29990) CURRENT SCORE -> Neuro: 2 (5.4%) | Legacy: 35 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.5 / 0 / 10.1 / 12.7
    Neuro vs Neuro mode activated!
[RESTART] Reason: NX WON ( X  Count: 8 Rating: -21487) CURRENT SCORE -> NX: 4 | NO: 0 | N-Draws: 0 Avg.Age, NNX/NNO: 8.5 / 0
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -29990) CURRENT SCORE -> Neuro: 5 (11%) | Legacy: 42 | Draws: 0 Avg.Age, NX/NO/LX/LO: 14.5 / 19.0 / 9.8 / 14.1
[TREE TRAIN 400] spread=1.1 childs=75173 direct=24 adaptiveK=6 value=0.065 target=0.34 loss=3.7 policy_loss=3.7 delta=0.27
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -29996) CURRENT SCORE -> Neuro: 6 (12%) | Legacy: 46 | Draws: 0 Avg.Age, NX/NO/LX/LO: 14.5 / 15.0 / 10.4 / 16.2
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29987) CURRENT SCORE -> NX: 16 | NO: 1 | N-Draws: 0 Avg.Age, NNX/NNO: 10.4 / 11.0
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29994) CURRENT SCORE -> NX: 20 | NO: 2 | N-Draws: 0 Avg.Age, NNX/NNO: 10.6 / 14.0
[TREE TRAIN 600] spread=2.4 childs=582269 direct=19 adaptiveK=5 value=0.081 target=0.59 loss=1.6 policy_loss=3.6 delta=0.51
[AI] Модель сохранена. Ходов 4 ХэшХ 17 ХэшO 58 Rating -3443 | Loss: 1.6 | Avg.Loss: 3.2
[RESTART] Reason: Legacy WON ( X  Count: 11 Rating: 29995) CURRENT SCORE -> Neuro: 9 (14%) | Legacy: 56 | Draws: 0 Avg.Age, NX/NO/LX/LO: 14.5 / 15.2 / 10.1 / 16.2
[RESTART] Reason: Legacy WON ( O  Count: 17 Rating: -29990) CURRENT SCORE -> Neuro: 9 (13%) | Legacy: 61 | Draws: 0 Avg.Age, NX/NO/LX/LO: 14.5 / 15.2 / 9.9 / 16.4
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29984) CURRENT SCORE -> NX: 32 | NO: 3 | N-Draws: 0 Avg.Age, NNX/NNO: 11.3 / 14.3
[TREE TRAIN 800] spread=4 childs=19289 direct=3 adaptiveK=3 value=0.63 target=0.69 loss=1.9 policy_loss=3.8 delta=0.059
[RESTART] Reason: NO WON ( O  Count: 15 Rating: -29996) CURRENT SCORE -> NX: 36 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 11.4 / 14.5
[RESTART] Reason: Legacy WON ( X  Count: 8 Rating: -29994) CURRENT SCORE -> Neuro: 11 (13%) | Legacy: 72 | Draws: 0 Avg.Age, NX/NO/LX/LO: 14.0 / 15.2 / 9.6 / 15.6
[RESTART] Reason: Legacy WON ( O  Count: 9 Rating: -29988) CURRENT SCORE -> Neuro: 12 (14%) | Legacy: 76 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.7 / 15.2 / 9.5 / 15.3
[TREE TRAIN 1000] spread=2.3 childs=63651 direct=3 adaptiveK=3 value=-0.0054 target=-0.2 loss=3.9 policy_loss=4 delta=0.19
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29989) CURRENT SCORE -> NX: 48 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 12.5 / 15.0
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -32595) CURRENT SCORE -> NX: 53 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 12.3 / 15.0
[RESTART] Reason: Neuro WON ( O  Count: 11 Rating: -32194) CURRENT SCORE -> Neuro: 15 (15%) | Legacy: 86 | Draws: 0 Avg.Age, NX/NO/LX/LO: 15.2 / 14.6 / 9.5 / 15.3
[TREE TRAIN 1200] spread=1.7 childs=75672 direct=4 adaptiveK=4 value=0.11 target=0.52 loss=1.4 policy_loss=3.3 delta=0.41
[AI] Модель сохранена. Ходов 6 ХэшХ 303 ХэшO 1798 Rating -2773 | Loss: 1.4 | Avg.Loss: 3.1
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -32595) CURRENT SCORE -> Neuro: 16 (15%) | Legacy: 90 | Draws: 0 Avg.Age, NX/NO/LX/LO: 15.2 / 15.1 / 9.6 / 15.5
[RESTART] Reason: NX WON ( X  Count: 8 Rating: -29986) CURRENT SCORE -> NX: 64 | NO: 7 | N-Draws: 0 Avg.Age, NNX/NNO: 12.2 / 16.1
[RESTART] Reason: NX WON ( X  Count: 8 Rating: -29994) CURRENT SCORE -> NX: 69 | NO: 7 | N-Draws: 0 Avg.Age, NNX/NNO: 11.6 / 16.1
[TREE TRAIN 1400] spread=0 childs=81905 direct=1 adaptiveK=1 value=0.015 target=0.74 loss=2.4 policy_loss=5.2 delta=0.72
[RESTART] Reason: Legacy WON ( X  Count: 8 Rating: -32196) CURRENT SCORE -> Neuro: 18 (15%) | Legacy: 101 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.0 / 15.1 / 10.3 / 15.5
[RESTART] Reason: Legacy WON ( O  Count: 9 Rating: -29988) CURRENT SCORE -> Neuro: 18 (15%) | Legacy: 106 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.0 / 15.1 / 10.1 / 15.6
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29994) CURRENT SCORE -> NX: 81 | NO: 8 | N-Draws: 0 Avg.Age, NNX/NNO: 11.3 / 15.8
[TREE TRAIN 1600] spread=0.86 childs=31668 direct=2 adaptiveK=2 value=0.022 target=-0.68 loss=4.1 policy_loss=3.9 delta=0.7
[RESTART] Reason: NO WON ( O  Count: 9 Rating: -29996) CURRENT SCORE -> NX: 85 | NO: 9 | N-Draws: 0 Avg.Age, NNX/NNO: 11.1 / 15.0
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29996) CURRENT SCORE -> Neuro: 24 (18%) | Legacy: 113 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 15.3 / 10.2 / 15.9
[TREE TRAIN 1800] spread=2.4 childs=237737 direct=9 adaptiveK=5 value=0.25 target=0.67 loss=1.6 policy_loss=3.8 delta=0.42
[AI] Модель сохранена. Ходов 4 ХэшХ 7 ХэшO 87 Rating -4606 | Loss: 1.6 | Avg.Loss: 3.0
[RESTART] Reason: Legacy WON ( O  Count: 11 Rating: -29992) CURRENT SCORE -> Neuro: 28 (20%) | Legacy: 114 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.8 / 14.6 / 10.2 / 15.7
[RESTART] Reason: NX WON ( X  Count: 7 Rating: 29987) CURRENT SCORE -> NX: 97 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 11.3 / 14.6
[RESTART] Reason: NX WON ( X  Count: 8 Rating: -29996) CURRENT SCORE -> NX: 102 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 11.1 / 14.6
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -29994) CURRENT SCORE -> Neuro: 33 (21%) | Legacy: 122 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.7 / 13.6 / 10.4 / 15.9
[TREE TRAIN 2000] spread=1.4 childs=49868 direct=4 adaptiveK=4 value=-0.074 target=0.4 loss=3.7 policy_loss=3.7 delta=0.48
[RESTART] Reason: Neuro WON ( X  Count: 15 Rating: 29993) CURRENT SCORE -> Neuro: 34 (21%) | Legacy: 126 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 13.6 / 10.5 / 16.1
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29992) CURRENT SCORE -> NX: 114 | NO: 11 | N-Draws: 0 Avg.Age, NNX/NNO: 10.7 / 14.3
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29990) CURRENT SCORE -> NX: 119 | NO: 11 | N-Draws: 0 Avg.Age, NNX/NNO: 10.7 / 14.3
[TREE TRAIN 2200] spread=0 childs=132257 direct=1 adaptiveK=1 value=0.31 target=0.67 loss=1.8 policy_loss=4.2 delta=0.37
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -29992) CURRENT SCORE -> Neuro: 35 (20%) | Legacy: 138 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 13.6 / 10.9 / 15.8
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -19199) CURRENT SCORE -> Neuro: 36 (20%) | Legacy: 142 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 13.3 / 11.1 / 16.0
[RESTART] Reason: NX WON ( X  Count: 6 Rating: -32188) CURRENT SCORE -> NX: 130 | NO: 13 | N-Draws: 0 Avg.Age, NNX/NNO: 10.9 / 14.7
[TREE TRAIN 2400] spread=3.1 childs=20840 direct=4 adaptiveK=4 value=-0.015 target=0.48 loss=4.4 policy_loss=4.4 delta=0.49
[AI] Модель сохранена. Ходов 9 ХэшХ 30866 ХэшO 63597 Rating -2422 | Loss: 4.4 | Avg.Loss: 3.0
[RESTART] Reason: NO WON ( O  Count: 15 Rating: -32595) CURRENT SCORE -> NX: 134 | NO: 14 | N-Draws: 0 Avg.Age, NNX/NNO: 10.7 / 14.7
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -32595) CURRENT SCORE -> Neuro: 37 (19%) | Legacy: 154 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 13.1 / 11.0 / 15.8
[RESTART] Reason: Legacy WON ( O  Count: 11 Rating: -29992) CURRENT SCORE -> Neuro: 37 (19%) | Legacy: 159 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 13.1 / 10.7 / 15.3
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32192) CURRENT SCORE -> NX: 146 | NO: 15 | N-Draws: 0 Avg.Age, NNX/NNO: 11.0 / 14.3
[TREE TRAIN 2600] spread=1.5 childs=1815466 direct=19 adaptiveK=5 value=0.36 target=0.34 loss=1.4 policy_loss=3.3 delta=0.02
[RESTART] Reason: NO WON ( O  Count: 9 Rating: -29994) CURRENT SCORE -> NX: 148 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 10.7 / 13.4
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29990) CURRENT SCORE -> Neuro: 41 (20%) | Legacy: 168 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 12.7 / 10.8 / 14.9
[RESTART] Reason: Legacy WON ( O  Count: 17 Rating: -32188) CURRENT SCORE -> Neuro: 41 (19%) | Legacy: 173 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.6 / 12.7 / 10.7 / 15.0
[TREE TRAIN 2800] spread=4 childs=126733 direct=2 adaptiveK=2 value=0.35 target=-0.44 loss=2 policy_loss=3.9 delta=0.78
[RESTART] Reason: NX WON ( X  Count: 11 Rating: 29987) CURRENT SCORE -> NX: 159 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 11.2 / 13.2
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32593) CURRENT SCORE -> NX: 164 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 11.2 / 13.2
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29996) CURRENT SCORE -> Neuro: 48 (21%) | Legacy: 179 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.0 / 12.6 / 10.9 / 15.0
[TREE TRAIN 3000] spread=0.27 childs=24721 direct=2 adaptiveK=2 value=0.11 target=-0.62 loss=2.4 policy_loss=4.1 delta=0.73
[AI] Модель сохранена. Ходов 10 ХэшХ 1923023 ХэшO 353626 Rating 3874 | Loss: 2.4 | Avg.Loss: 3.0
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -32589) CURRENT SCORE -> Neuro: 49 (21%) | Legacy: 183 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.0 / 12.5 / 11.4 / 15.1
[RESTART] Reason: NX WON ( X  Count: 6 Rating: -29984) CURRENT SCORE -> NX: 176 | NO: 21 | N-Draws: 0 Avg.Age, NNX/NNO: 10.7 / 13.4
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29988) CURRENT SCORE -> NX: 181 | NO: 21 | N-Draws: 0 Avg.Age, NNX/NNO: 10.5 / 13.4
[TREE TRAIN 3200] spread=1.7 childs=26896 direct=4 adaptiveK=4 value=0.45 target=0.7 loss=2.4 policy_loss=4.7 delta=0.25
[RESTART] Reason: Legacy WON ( X  Count: 8 Rating: -29994) CURRENT SCORE -> Neuro: 51 (21%) | Legacy: 194 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.5 / 12.6 / 11.3 / 15.2
[RESTART] Reason: Neuro WON ( X  Count: 10 Rating: -29998) CURRENT SCORE -> Neuro: 52 (21%) | Legacy: 198 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.2 / 12.6 / 11.0 / 16.1
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32192) CURRENT SCORE -> NX: 194 | NO: 21 | N-Draws: 0 Avg.Age, NNX/NNO: 10.8 / 13.4
[TREE TRAIN 3400] spread=0.094 childs=25577172 direct=2 adaptiveK=2 value=-0.12 target=-0.4 loss=3.2 policy_loss=3.3 delta=0.28
[RESTART] Reason: NO WON ( O  Count: 35 Rating: -32595) CURRENT SCORE -> NX: 198 | NO: 22 | N-Draws: 0 Avg.Age, NNX/NNO: 10.8 / 14.4
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -29992) CURRENT SCORE -> Neuro: 54 (21%) | Legacy: 209 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.7 / 12.7 / 10.7 / 16.4
[RESTART] Reason: Legacy WON ( O  Count: 23 Rating: -32591) CURRENT SCORE -> Neuro: 54 (20%) | Legacy: 214 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.7 / 12.7 / 10.7 / 16.8
[TREE TRAIN 3600] spread=2.1 childs=19420 direct=4 adaptiveK=4 value=0.044 target=0.061 loss=4.4 policy_loss=4.5 delta=0.017
[AI] Модель сохранена. Ходов 21 ХэшХ 4066327970 ХэшO 2615260207 Rating -248 | Loss: 4.4 | Avg.Loss: 2.9






Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 22 Rating: -32593) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 22.0 / 0
[TREE TRAIN 200] spread=1.9 childs=56783 direct=2 adaptiveK=2 value=0.28 target=0.44 loss=2.7 policy_loss=6.6 delta=0.16
[RESTART] Reason: Legacy WON ( O  Count: 13 Rating: -32597) CURRENT SCORE -> Neuro: 2 (8.3%) | Legacy: 22 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.5 / 0 / 11.3 / 18.4
    Neuro vs Neuro mode activated!
[RESTART] Reason: Neuro WON ( O  Count: 17 Rating: -29994) CURRENT SCORE -> Neuro: 6 (15%) | Legacy: 33 | Draws: 0 Avg.Age, NX/NO/LX/LO: 13.8 / 15.0 / 11.4 / 16.6
[TREE TRAIN 400] spread=1.3 childs=552271 direct=21 adaptiveK=5 value=0.37 target=0.45 loss=1.2 policy_loss=2.9 delta=0.082
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -16921) CURRENT SCORE -> NX: 16 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 10.5 / 17.5
[TREE TRAIN 600] spread=0.64 childs=83212 direct=4 adaptiveK=4 value=0.15 target=0.54 loss=1.8 policy_loss=4.3 delta=0.4
[AI] Модель сохранена. Ходов 12 ХэшХ 167396807 ХэшO 3008712646 Rating -2988 | Loss: 1.8 | Avg.Loss: 2.7
[TREE TRAIN 800] spread=0.9 childs=73123 direct=30 adaptiveK=6 value=-0.3 target=-0.41 loss=3.3 policy_loss=3.4 delta=0.12
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -16249) CURRENT SCORE -> NX: 27 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 13.6 / 17.5
[TREE TRAIN 1000] spread=1.7 childs=83502 direct=27 adaptiveK=6 value=-0.21 target=-0.56 loss=3.8 policy_loss=3.9 delta=0.35
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -32595) CURRENT SCORE -> Neuro: 13 (18%) | Legacy: 61 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.5 / 16.1 / 12.5 / 17.7
[TREE TRAIN 1200] spread=4 childs=13362 direct=3 adaptiveK=3 value=-0.31 target=-0.71 loss=4.4 policy_loss=4.4 delta=0.4
[AI] Модель сохранена. Ходов 9 ХэшХ 212474 ХэшO 468753 Rating 5261 | Loss: 4.4 | Avg.Loss: 2.7
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -32595) CURRENT SCORE -> Neuro: 19 (22%) | Legacy: 66 | Draws: 0 Avg.Age, NX/NO/LX/LO: 18.1 / 17.2 / 12.4 / 17.9
[TREE TRAIN 1400] spread=1.1 childs=1607986 direct=26 adaptiveK=6 value=-0.24 target=-0.38 loss=2.2 policy_loss=2.2 delta=0.15
[TREE TRAIN 1600] spread=1.1 childs=24973 direct=2 adaptiveK=2 value=-0.02 target=-0.94 loss=4.4 policy_loss=3.9 delta=0.93
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32595) CURRENT SCORE -> NX: 58 | NO: 8 | N-Draws: 0 Avg.Age, NNX/NNO: 13.2 / 20.2
[TREE TRAIN 1800] spread=0.94 childs=2194807 direct=26 adaptiveK=6 value=-0.25 target=-0.41 loss=2.3 policy_loss=2.3 delta=0.16
[AI] Модель сохранена. Ходов 5 ХэшХ 206 ХэшO 87 Rating 1936 | Loss: 2.3 | Avg.Loss: 2.5
[RESTART] Reason: NX WON ( X  Count: 15 Rating: 29989) CURRENT SCORE -> NX: 67 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 14.6 / 20.2
[TREE TRAIN 2000] spread=4 childs=90594 direct=4 adaptiveK=4 value=-0.17 target=-0.68 loss=3.5 policy_loss=3.4 delta=0.51
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29988) CURRENT SCORE -> Neuro: 29 (24%) | Legacy: 91 | Draws: 0 Avg.Age, NX/NO/LX/LO: 18.2 / 15.6 / 13.0 / 20.3
[TREE TRAIN 2200] spread=2.2 childs=121121 direct=57 adaptiveK=6 value=-0.095 target=0.19 loss=2.9 policy_loss=2.9 delta=0.29
[TREE TRAIN 2400] spread=0.087 childs=108210 direct=2 adaptiveK=2 value=0.47 target=0.64 loss=1.6 policy_loss=3.9 delta=0.17
[AI] Модель сохранена. Ходов 16 ХэшХ 3916842889 ХэшO 1249417970 Rating -4099 | Loss: 1.6 | Avg.Loss: 2.5
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -29994) CURRENT SCORE -> Neuro: 30 (23%) | Legacy: 101 | Draws: 0 Avg.Age, NX/NO/LX/LO: 18.5 / 15.6 / 14.1 / 20.2
[TREE TRAIN 2600] spread=0 childs=68326 direct=1 adaptiveK=1 value=0.14 target=0.39 loss=1.7 policy_loss=4.1 delta=0.26
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -16923) CURRENT SCORE -> NX: 94 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 14.6 / 20.1
[TREE TRAIN 2800] spread=0.38 childs=76396 direct=3 adaptiveK=3 value=-0.24 target=-0.49 loss=3.3 policy_loss=3.4 delta=0.25
[RESTART] Reason: NX WON ( X  Count: 6 Rating: -29988) CURRENT SCORE -> NX: 104 | NO: 19 | N-Draws: 0 Avg.Age, NNX/NNO: 14.4 / 19.5
[TREE TRAIN 3000] spread=0.58 childs=3899128 direct=39 adaptiveK=6 value=-0.45 target=-0.45 loss=2.1 policy_loss=2.2 delta=0.00014
[AI] Модель сохранена. Ходов 7 ХэшХ 49646 ХэшO 957 Rating 2214 | Loss: 2.1 | Avg.Loss: 2.4
[TREE TRAIN 3200] spread=1.4 childs=572691 direct=58 adaptiveK=6 value=-0.18 target=-0.36 loss=2.8 policy_loss=2.8 delta=0.18
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29996) CURRENT SCORE -> Neuro: 41 (25%) | Legacy: 124 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.4 / 15.0 / 14.8 / 19.8
[TREE TRAIN 3400] spread=3 childs=58612 direct=3 adaptiveK=3 value=0.23 target=0.42 loss=1.8 policy_loss=4.4 delta=0.19
[RESTART] Reason: Neuro WON ( O  Count: 19 Rating: -32595) CURRENT SCORE -> Neuro: 42 (24%) | Legacy: 134 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.4 / 15.1 / 15.7 / 19.4
[TREE TRAIN 3600] spread=4 childs=40724 direct=6 adaptiveK=6 value=-0.27 target=-0.51 loss=4.6 policy_loss=4.8 delta=0.24
[AI] Модель сохранена. Ходов 13 ХэшХ 3901170314 ХэшO 22605297 Rating 2647 | Loss: 4.6 | Avg.Loss: 2.3
[TREE TRAIN 3800] spread=0.91 childs=770892 direct=24 adaptiveK=6 value=-0.37 target=-0.44 loss=2.2 policy_loss=2.3 delta=0.066
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -32196) CURRENT SCORE -> NX: 135 | NO: 23 | N-Draws: 0 Avg.Age, NNX/NNO: 16.2 / 19.2
[TREE TRAIN 4000] spread=4 childs=20063 direct=3 adaptiveK=3 value=-0.07 target=-0.81 loss=1.8 policy_loss=3 delta=0.74
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29993) CURRENT SCORE -> NX: 143 | NO: 26 | N-Draws: 0 Avg.Age, NNX/NNO: 16.3 / 19.1
[TREE TRAIN 4200] spread=0 childs=231444 direct=1 adaptiveK=1 value=-0.35 target=-0.49 loss=0.75 policy_loss=0.74 delta=0.14
[AI] Модель сохранена. Ходов 9 ХэшХ 645398 ХэшO 251691 Rating 2534 | Loss: 0.75 | Avg.Loss: 2.3
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -32597) CURRENT SCORE -> Neuro: 52 (25%) | Legacy: 159 | Draws: 1 Avg.Age, NX/NO/LX/LO: 17.9 / 15.8 / 16.1 / 19.2
[TREE TRAIN 4400] spread=0.74 childs=5638955 direct=39 adaptiveK=6 value=-0.34 target=-0.49 loss=2.6 policy_loss=2.7 delta=0.15
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29998) CURRENT SCORE -> Neuro: 56 (25%) | Legacy: 166 | Draws: 1 Avg.Age, NX/NO/LX/LO: 17.8 / 15.6 / 16.3 / 20.1
[TREE TRAIN 4600] spread=0 childs=171622 direct=1 adaptiveK=1 value=-0.38 target=-0.49 loss=0.73 policy_loss=0.72 delta=0.12
[TREE TRAIN 4800] spread=1.8 childs=73062 direct=88 adaptiveK=5 value=0.18 target=0.21 loss=2.6 policy_loss=6.4 delta=0.033
[AI] Модель сохранена. Ходов 42 ХэшХ 2963707589 ХэшO 2828214126 Rating -901 | Loss: 2.6 | Avg.Loss: 2.3
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29990) CURRENT SCORE -> NX: 172 | NO: 32 | N-Draws: 0 Avg.Age, NNX/NNO: 15.7 / 19.9
[TREE TRAIN 5000] spread=1.4 childs=3121016 direct=5 adaptiveK=5 value=0.46 target=0.54 loss=0.56 policy_loss=1.3 delta=0.08
[TREE TRAIN 5200] spread=0 childs=444975 direct=1 adaptiveK=1 value=-0.67 target=-0.51 loss=0.77 policy_loss=0.75 delta=0.17
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29988) CURRENT SCORE -> NX: 182 | NO: 33 | N-Draws: 0 Avg.Age, NNX/NNO: 16.3 / 19.8
[TREE TRAIN 5400] spread=4 childs=133093 direct=4 adaptiveK=4 value=-0.34 target=-0.54 loss=2.3 policy_loss=2.3 delta=0.2
[AI] Модель сохранена. Ходов 15 ХэшХ 3088544946 ХэшO 944203129 Rating 2946 | Loss: 2.3 | Avg.Loss: 2.2
[TREE TRAIN 5600] spread=4 childs=101967 direct=5 adaptiveK=5 value=0.38 target=0.42 loss=2.2 policy_loss=5.3 delta=0.039
[RESTART] Reason: Legacy WON ( O  Count: 9 Rating: -29996) CURRENT SCORE -> Neuro: 63 (24%) | Legacy: 194 | Draws: 1 Avg.Age, NX/NO/LX/LO: 17.5 / 17.0 / 17.3 / 19.2
[TREE TRAIN 5800] spread=0.55 childs=494181 direct=9 adaptiveK=5 value=0.32 target=0.4 loss=1.3 policy_loss=3.2 delta=0.079
[TREE TRAIN 6000] spread=0.6 childs=60436 direct=3 adaptiveK=3 value=0.45 target=0.056 loss=1.1 policy_loss=2.5 delta=0.39
[AI] Модель сохранена. Ходов 10 ХэшХ 958827 ХэшO 23744342 Rating -230 | Loss: 1.1 | Avg.Loss: 2.1
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -29996) CURRENT SCORE -> Neuro: 65 (24%) | Legacy: 203 | Draws: 1 Avg.Age, NX/NO/LX/LO: 17.8 / 17.5 / 18.5 / 19.1
[TREE TRAIN 6200] spread=1.1 childs=460585 direct=32 adaptiveK=5 value=0.11 target=0.41 loss=2.1 policy_loss=5.1 delta=0.3
[RESTART] Reason: NO WON ( O  Count: 19 Rating: -32188) CURRENT SCORE -> NX: 211 | NO: 39 | N-Draws: 0 Avg.Age, NNX/NNO: 18.2 / 20.4
[TREE TRAIN 6400] spread=0.87 childs=574702 direct=55 adaptiveK=6 value=-0.21 target=-0.52 loss=2.5 policy_loss=2.5 delta=0.31
[TREE TRAIN 6600] spread=1.4 childs=12704918 direct=21 adaptiveK=5 value=0.56 target=0.45 loss=0.47 policy_loss=1.1 delta=0.11
[AI] Модель сохранена. Ходов 4 ХэшХ 3 ХэшO 206 Rating -2210 | Loss: 0.47 | Avg.Loss: 2.1
[RESTART] Reason: NX WON ( X  Count: 21 Rating: 29987) CURRENT SCORE -> NX: 219 | NO: 42 | N-Draws: 0 Avg.Age, NNX/NNO: 18.9 / 20.3
[TREE TRAIN 6800] spread=4 childs=119840 direct=4 adaptiveK=4 value=-0.023 target=0.17 loss=4 policy_loss=4.1 delta=0.19
[TREE TRAIN 7000] spread=0.31 childs=235028 direct=2 adaptiveK=2 value=0.18 target=0.12 loss=1.8 policy_loss=4.3 delta=0.056
[RESTART] Reason: Legacy WON ( O  Count: 9 Rating: -29992) CURRENT SCORE -> Neuro: 72 (24%) | Legacy: 231 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.8 / 18.0 / 18.3 / 21.7
[TREE TRAIN 7200] spread=1.9 childs=330916 direct=4 adaptiveK=4 value=-0.15 target=-0.42 loss=1.6 policy_loss=1.6 delta=0.27
[AI] Модель сохранена. Ходов 17 ХэшХ 1894364086 ХэшO 2126607269 Rating 2027 | Loss: 1.6 | Avg.Loss: 2.1
[TREE TRAIN 7400] spread=0 childs=15407 direct=1 adaptiveK=1 value=-0.17 target=-0.81 loss=4.2 policy_loss=4.1 delta=0.64
[RESTART] Reason: Legacy WON ( X  Count: 28 Rating: -32593) CURRENT SCORE -> Neuro: 77 (24%) | Legacy: 237 | Draws: 1 Avg.Age, NX/NO/LX/LO: 19.2 / 18.3 / 18.9 / 21.3
[TREE TRAIN 7600] spread=2.9 childs=375418 direct=5 adaptiveK=5 value=0.48 target=0.48 loss=1.3 policy_loss=3.2 delta=0.00051
[TREE TRAIN 7800] spread=1.5 childs=653863 direct=2 adaptiveK=2 value=-0.36 target=-0.42 loss=0.83 policy_loss=0.82 delta=0.064
[AI] Модель сохранена. Ходов 15 ХэшХ 3814260354 ХэшO 1275422833 Rating 2016 | Loss: 0.83 | Avg.Loss: 2.0






[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 17 Rating: 29987) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 17.0 / 0
[TREE TRAIN 200] spread=0.74 childs=165238 direct=8 adaptiveK=6 value=0.2 target=0.59 loss=4 policy_loss=4 delta=0.39
    Neuro vs Neuro mode activated!
[RESTART] Reason: Legacy WON ( O  Count: 29 Rating: -32192) CURRENT SCORE -> Neuro: 4 (22%) | Legacy: 14 | Draws: 0 Avg.Age, NX/NO/LX/LO: 29.7 / 21.0 / 18.4 / 28.0
[TREE TRAIN 400] spread=2 childs=351217 direct=23 adaptiveK=6 value=-0.36 target=-0.34 loss=1.6 policy_loss=1.6 delta=0.026
[TREE TRAIN 600] spread=0 childs=144485 direct=1 adaptiveK=1 value=0.034 target=0.69 loss=4.9 policy_loss=4.8 delta=0.66
[AI] Модель сохранена. Ходов 29 ХэшХ 2234311258 ХэшO 3212074599 Rating -4994 | Loss: 4.9 | Avg.Loss: 2.2
[RESTART] Reason: Neuro WON ( O  Count: 20 Rating: 29989) CURRENT SCORE -> Neuro: 8 (28%) | Legacy: 21 | Draws: 0 Avg.Age, NX/NO/LX/LO: 24.6 / 20.7 / 17.8 / 25.1
[TREE TRAIN 800] spread=1.3 childs=271976 direct=4 adaptiveK=4 value=0.29 target=0.56 loss=1.1 policy_loss=2.6 delta=0.27
[TREE TRAIN 1000] spread=4 childs=13100 direct=4 adaptiveK=4 value=-0.21 target=-0.65 loss=4.7 policy_loss=4.7 delta=0.44
[RESTART] Reason: NO WON ( O  Count: 25 Rating: -29994) CURRENT SCORE -> NX: 26 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 16.9 / 31.5
[TREE TRAIN 1200] spread=0 childs=19299 direct=1 adaptiveK=1 value=0.34 target=0.81 loss=1.5 policy_loss=2.7 delta=0.47
[AI] Модель сохранена. Ходов 16 ХэшХ 1791350693 ХэшO 87685466 Rating -8449 | Loss: 1.5 | Avg.Loss: 2.1
[TREE TRAIN 1400] spread=0 childs=406133 direct=1 adaptiveK=1 value=-0.23 target=-0.61 loss=1.1 policy_loss=1.1 delta=0.38
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29988) CURRENT SCORE -> NX: 35 | NO: 6 | N-Draws: 0 Avg.Age, NNX/NNO: 17.6 / 27.8
[TREE TRAIN 1600] spread=0.56 childs=257906 direct=60 adaptiveK=5 value=0.11 target=0.027 loss=1.3 policy_loss=3.1 delta=0.084
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -29994) CURRENT SCORE -> Neuro: 22 (34%) | Legacy: 42 | Draws: 0 Avg.Age, NX/NO/LX/LO: 26.9 / 22.1 / 18.5 / 22.5
[TREE TRAIN 1800] spread=2.3 childs=456541 direct=54 adaptiveK=5 value=0.3 target=0.58 loss=0.57 policy_loss=1.2 delta=0.29
[AI] Модель сохранена. Ходов 10 ХэшХ 251691 ХэшO 238846906 Rating -3376 | Loss: 0.57 | Avg.Loss: 2.0
[TREE TRAIN 2000] spread=1.5 childs=4603022 direct=21 adaptiveK=5 value=0.37 target=0.46 loss=0.45 policy_loss=1 delta=0.088
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -32194) CURRENT SCORE -> Neuro: 26 (35%) | Legacy: 49 | Draws: 0 Avg.Age, NX/NO/LX/LO: 24.3 / 21.6 / 18.0 / 23.1
[TREE TRAIN 2200] spread=1.3 childs=382147 direct=4 adaptiveK=4 value=0.55 target=0.52 loss=0.51 policy_loss=1.2 delta=0.025
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29996) CURRENT SCORE -> NX: 64 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 17.1 / 23.3
[TREE TRAIN 2400] spread=2.3 childs=732091 direct=3 adaptiveK=3 value=0.53 target=0.62 loss=0.36 policy_loss=0.78 delta=0.093
[AI] Модель сохранена. Ходов 6 ХэшХ 87 ХэшO 22042 Rating -3857 | Loss: 0.36 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -32597) CURRENT SCORE -> NX: 73 | NO: 14 | N-Draws: 0 Avg.Age, NNX/NNO: 17.0 / 21.9
[TREE TRAIN 2600] spread=1.3 childs=40348 direct=2 adaptiveK=2 value=-0.18 target=-0.85 loss=5.3 policy_loss=5.2 delta=0.66
[RESTART] Reason: Legacy WON ( O  Count: 12 Rating: 29991) CURRENT SCORE -> Neuro: 36 (33%) | Legacy: 74 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.2 / 19.6 / 16.8 / 21.2
[TREE TRAIN 2800] spread=0 childs=31966 direct=1 adaptiveK=1 value=-0.34 target=0.057 loss=0.98 policy_loss=0.88 delta=0.4
[TREE TRAIN 3000] spread=1 childs=155713 direct=10 adaptiveK=5 value=0.37 target=0.55 loss=1 policy_loss=2.4 delta=0.18
[AI] Модель сохранена. Ходов 16 ХэшХ 3118511227 ХэшO 3593036642 Rating -3043 | Loss: 1 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -32597) CURRENT SCORE -> Neuro: 38 (31%) | Legacy: 83 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.7 / 19.4 / 17.7 / 20.5
[TREE TRAIN 3200] spread=1.4 childs=365820 direct=7 adaptiveK=5 value=0.52 target=0.55 loss=0.79 policy_loss=1.9 delta=0.029
[TREE TRAIN 3400] spread=0.89 childs=66353 direct=4 adaptiveK=4 value=-0.39 target=-0.72 loss=2.9 policy_loss=2.9 delta=0.33
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -32192) CURRENT SCORE -> NX: 102 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 17.4 / 19.7
[TREE TRAIN 3600] spread=4 childs=81472 direct=2 adaptiveK=2 value=-0.37 target=-0.35 loss=1 policy_loss=1 delta=0.018
[AI] Модель сохранена. Ходов 19 ХэшХ 2619748210 ХэшO 3724484361 Rating 1582 | Loss: 1 | Avg.Loss: 1.8
[TREE TRAIN 3800] spread=2.1 childs=7799959 direct=21 adaptiveK=5 value=0.62 target=0.58 loss=0.42 policy_loss=0.94 delta=0.033
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29988) CURRENT SCORE -> NX: 112 | NO: 21 | N-Draws: 0 Avg.Age, NNX/NNO: 18.4 / 19.8
[TREE TRAIN 4000] spread=2 childs=146935 direct=43 adaptiveK=5 value=0.41 target=0.39 loss=1.9 policy_loss=4.7 delta=0.021
[RESTART] Reason: Legacy WON ( O  Count: 21 Rating: -32595) CURRENT SCORE -> Neuro: 50 (32%) | Legacy: 106 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.2 / 19.5 / 19.2 / 20.9
[TREE TRAIN 4200] spread=0.48 childs=1150576 direct=24 adaptiveK=6 value=-0.59 target=-0.59 loss=2.8 policy_loss=2.8 delta=0.0045
[AI] Модель сохранена. Ходов 5 ХэшХ 26 ХэшO 87 Rating 3407 | Loss: 2.8 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -32593) CURRENT SCORE -> Neuro: 53 (32%) | Legacy: 114 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.5 / 19.3 / 18.8 / 20.5
[TREE TRAIN 4400] spread=1.6 childs=312039 direct=6 adaptiveK=5 value=0.62 target=0.5 loss=0.52 policy_loss=1.2 delta=0.12
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29990) CURRENT SCORE -> NX: 145 | NO: 23 | N-Draws: 0 Avg.Age, NNX/NNO: 16.4 / 19.7
[TREE TRAIN 4600] spread=1.2 childs=114115 direct=6 adaptiveK=5 value=0.32 target=0.6 loss=0.66 policy_loss=1.4 delta=0.28
[TREE TRAIN 4800] spread=0 childs=25357 direct=1 adaptiveK=1 value=-0.38 target=-0.53 loss=0.83 policy_loss=0.8 delta=0.15
[AI] Модель сохранена. Ходов 9 ХэшХ 115154 ХэшO 557061 Rating 2885 | Loss: 0.83 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -32595) CURRENT SCORE -> NX: 155 | NO: 24 | N-Draws: 0 Avg.Age, NNX/NNO: 17.3 / 19.6
[TREE TRAIN 5000] spread=0.58 childs=2310032 direct=24 adaptiveK=6 value=-0.66 target=-0.6 loss=2.4 policy_loss=2.4 delta=0.056
[RESTART] Reason: Neuro WON ( X  Count: 38 Rating: -29990) CURRENT SCORE -> Neuro: 67 (33%) | Legacy: 135 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.3 / 19.4 / 17.7 / 19.7
[TREE TRAIN 5200] spread=4 childs=245737 direct=3 adaptiveK=3 value=-0.18 target=-0.23 loss=1.1 policy_loss=1.1 delta=0.05
[TREE TRAIN 5400] spread=1.4 childs=387495 direct=5 adaptiveK=5 value=0.18 target=-0.077 loss=0.83 policy_loss=1.9 delta=0.26
[AI] Модель сохранена. Ходов 16 ХэшХ 986991423 ХэшO 1940093274 Rating 314 | Loss: 0.83 | Avg.Loss: 1.8
[RESTART] Reason: Neuro WON ( O  Count: 31 Rating: -29990) CURRENT SCORE -> Neuro: 72 (34%) | Legacy: 141 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.0 / 19.8 / 18.3 / 20.1
[TREE TRAIN 5600] spread=0.77 childs=4016353 direct=24 adaptiveK=6 value=-0.57 target=-0.57 loss=2.1 policy_loss=2.1 delta=0.0051
[TREE TRAIN 5800] spread=0.46 childs=784259 direct=2 adaptiveK=2 value=-0.53 target=-0.57 loss=1.2 policy_loss=1.2 delta=0.042
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29990) CURRENT SCORE -> NX: 186 | NO: 28 | N-Draws: 0 Avg.Age, NNX/NNO: 20.5 / 19.6
[TREE TRAIN 6000] spread=0 childs=21143 direct=1 adaptiveK=1 value=0.19 target=0.8 loss=1.5 policy_loss=2.6 delta=0.61
[AI] Модель сохранена. Ходов 18 ХэшХ 1942989415 ХэшO 2986863666 Rating -7854 | Loss: 1.5 | Avg.Loss: 1.8
[TREE TRAIN 6200] spread=1.5 childs=731911 direct=2 adaptiveK=2 value=0.47 target=0.61 loss=0.47 policy_loss=1 delta=0.14
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -32595) CURRENT SCORE -> NX: 197 | NO: 28 | N-Draws: 0 Avg.Age, NNX/NNO: 19.8 / 19.6
[TREE TRAIN 6400] spread=0.66 childs=183581 direct=8 adaptiveK=5 value=0.087 target=-0.077 loss=1.8 policy_loss=4.3 delta=0.16
[TREE TRAIN 6600] spread=0.49 childs=348947 direct=49 adaptiveK=6 value=-0.73 target=-0.49 loss=3.8 policy_loss=3.9 delta=0.24
[AI] Модель сохранена. Ходов 11 ХэшХ 35158526 ХэшO 9215997 Rating 2527 | Loss: 3.8 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( O  Count: 21 Rating: -29990) CURRENT SCORE -> Neuro: 80 (32%) | Legacy: 168 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.5 / 19.8 / 18.3 / 21.2
[TREE TRAIN 6800] spread=2.1 childs=95137 direct=35 adaptiveK=6 value=-0.43 target=-0.31 loss=2.8 policy_loss=2.9 delta=0.12
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29990) CURRENT SCORE -> Neuro: 85 (33%) | Legacy: 174 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.2 / 19.8 / 17.6 / 20.8
[TREE TRAIN 7000] spread=0.56 childs=6261809 direct=24 adaptiveK=6 value=-0.75 target=-0.61 loss=2.4 policy_loss=2.4 delta=0.14
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29992) CURRENT SCORE -> NX: 230 | NO: 30 | N-Draws: 0 Avg.Age, NNX/NNO: 18.4 / 19.5
[TREE TRAIN 7200] spread=0 childs=19526 direct=1 adaptiveK=1 value=0.6 target=0.77 loss=0.61 policy_loss=1.1 delta=0.17
[AI] Модель сохранена. Ходов 16 ХэшХ 2942526599 ХэшO 301230594 Rating -6876 | Loss: 0.61 | Avg.Loss: 1.8
[TREE TRAIN 7400] spread=3.5 childs=554161 direct=2 adaptiveK=2 value=-0.13 target=-0.29 loss=1 policy_loss=1 delta=0.16
[RESTART] Reason: NX WON ( X  Count: 23 Rating: 29987) CURRENT SCORE -> NX: 241 | NO: 30 | N-Draws: 0 Avg.Age, NNX/NNO: 18.2 / 19.5
[TREE TRAIN 7600] spread=0.97 childs=587068 direct=35 adaptiveK=6 value=-0.5 target=-0.61 loss=1.5 policy_loss=1.5 delta=0.11
[TREE TRAIN 7800] spread=0.34 childs=137478 direct=2 adaptiveK=2 value=-0.6 target=-0.62 loss=1.6 policy_loss=1.6 delta=0.016
[AI] Модель сохранена. Ходов 9 ХэшХ 10166 ХэшO 164517 Rating 3791 | Loss: 1.6 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( O  Count: 21 Rating: -29988) CURRENT SCORE -> Neuro: 91 (31%) | Legacy: 203 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.1 / 20.0 / 17.0 / 21.6
[TREE TRAIN 8000] spread=1.8 childs=612133 direct=7 adaptiveK=5 value=0.51 target=0.71 loss=0.89 policy_loss=2 delta=0.2
[TREE TRAIN 8200] spread=1.7 childs=4480275 direct=18 adaptiveK=5 value=0.6 target=0.56 loss=0.49 policy_loss=1.1 delta=0.036
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> Neuro: 92 (30%) | Legacy: 213 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.1 / 19.7 / 16.4 / 22.6
[TREE TRAIN 8400] spread=0 childs=76412 direct=1 adaptiveK=1 value=0.31 target=0.64 loss=0.5 policy_loss=0.97 delta=0.33
[AI] Модель сохранена. Ходов 16 ХэшХ 1499323287 ХэшO 1822511782 Rating -4096 | Loss: 0.5 | Avg.Loss: 1.8
[TREE TRAIN 8600] spread=0.64 childs=1899463 direct=2 adaptiveK=2 value=-0.46 target=-0.36 loss=1 policy_loss=1 delta=0.096
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29994) CURRENT SCORE -> NX: 270 | NO: 36 | N-Draws: 0 Avg.Age, NNX/NNO: 21.5 / 20.5
[TREE TRAIN 8800] spread=0.94 childs=8524356 direct=24 adaptiveK=6 value=-0.51 target=-0.47 loss=1.4 policy_loss=1.4 delta=0.04
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -32589) CURRENT SCORE -> NX: 280 | NO: 37 | N-Draws: 0 Avg.Age, NNX/NNO: 22.0 / 20.3
[TREE TRAIN 9000] spread=2.3 childs=42196 direct=4 adaptiveK=4 value=0.12 target=0.47 loss=3.3 policy_loss=6.4 delta=0.34
[AI] Модель сохранена. Ходов 14 ХэшХ 74536449 ХэшO 2343223094 Rating -2352 | Loss: 3.3 | Avg.Loss: 1.8
[TREE TRAIN 9200] spread=2 childs=1279197 direct=3 adaptiveK=3 value=0.16 target=0.36 loss=0.6 policy_loss=1.3 delta=0.21
[RESTART] Reason: Legacy WON ( O  Count: 17 Rating: -29994) CURRENT SCORE -> Neuro: 104 (31%) | Legacy: 236 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.5 / 19.5 / 16.2 / 22.0








Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -32595) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 24.0 / 0
[TREE TRAIN 200] spread=1.7 childs=36361 direct=2 adaptiveK=2 value=0.41 target=0.61 loss=2.8 policy_loss=5.5 delta=0.19
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -32597) CURRENT SCORE -> Neuro: 2 (8.3%) | Legacy: 22 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.5 / 0 / 18.0 / 22.9
[TREE TRAIN 400] spread=0.48 childs=853306 direct=21 adaptiveK=5 value=0.27 target=0.18 loss=0.96 policy_loss=2.3 delta=0.087
    Neuro vs Neuro mode activated!
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -32595) CURRENT SCORE -> Neuro: 4 (11%) | Legacy: 33 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.3 / 15.0 / 15.8 / 24.3
[TREE TRAIN 600] spread=0 childs=21247 direct=1 adaptiveK=1 value=-0.4 target=-0.94 loss=1.9 policy_loss=3.5 delta=0.54
[AI] Модель сохранена. Ходов 44 ХэшХ 2767191579 ХэшO 3979622694 Rating 29989 | Loss: 1.9 | Avg.Loss: 2.1
[TREE TRAIN 800] spread=4 childs=17391 direct=2 adaptiveK=2 value=-0.25 target=-0.63 loss=1.9 policy_loss=1.8 delta=0.39
[RESTART] Reason: NO WON ( O  Count: 11 Rating: -32595) CURRENT SCORE -> NX: 20 | NO: 2 | N-Draws: 0 Avg.Age, NNX/NNO: 13.6 / 13.0
[TREE TRAIN 1000] spread=0 childs=91305 direct=1 adaptiveK=1 value=0.32 target=0.17 loss=0.41 policy_loss=0.86 delta=0.15
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29996) CURRENT SCORE -> NX: 30 | NO: 3 | N-Draws: 0 Avg.Age, NNX/NNO: 15.2 / 14.3
[TREE TRAIN 1200] spread=1.4 childs=660943 direct=3 adaptiveK=3 value=0.47 target=0.42 loss=0.67 policy_loss=1.5 delta=0.049
[AI] Модель сохранена. Ходов 8 ХэшХ 5307 ХэшO 506966 Rating -2010 | Loss: 0.67 | Avg.Loss: 2.0
[TREE TRAIN 1400] spread=4 childs=128489 direct=6 adaptiveK=5 value=0.12 target=-0.66 loss=1.7 policy_loss=3.2 delta=0.78
[RESTART] Reason: Neuro WON ( X  Count: 22 Rating: -29992) CURRENT SCORE -> Neuro: 19 (26%) | Legacy: 53 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.4 / 16.6 / 16.1 / 23.8
[TREE TRAIN 1600] spread=1.6 childs=3441506 direct=26 adaptiveK=6 value=-0.28 target=-0.29 loss=1.1 policy_loss=1.1 delta=0.0076
[TREE TRAIN 1800] spread=0 childs=632175 direct=1 adaptiveK=1 value=-0.32 target=-0.37 loss=0.85 policy_loss=0.82 delta=0.047
[AI] Модель сохранена. Ходов 5 ХэшХ 46 ХэшO 57 Rating 1706 | Loss: 0.85 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -32192) CURRENT SCORE -> Neuro: 23 (28%) | Legacy: 60 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.9 / 17.0 / 16.7 / 24.4
[TREE TRAIN 2000] spread=0.94 childs=1694891 direct=3 adaptiveK=3 value=0.29 target=0.26 loss=0.62 policy_loss=1.4 delta=0.033
[TREE TRAIN 2200] spread=0.83 childs=4745138 direct=21 adaptiveK=5 value=0.43 target=0.42 loss=0.63 policy_loss=1.5 delta=0.011
[RESTART] Reason: NO WON ( O  Count: 21 Rating: -29996) CURRENT SCORE -> NX: 53 | NO: 15 | N-Draws: 0 Avg.Age, NNX/NNO: 17.9 / 18.4
[TREE TRAIN 2400] spread=0 childs=326290 direct=1 adaptiveK=1 value=0.36 target=0.32 loss=0.39 policy_loss=0.84 delta=0.04
[AI] Модель сохранена. Ходов 12 ХэшХ 291885 ХэшO 2077039702 Rating -1450 | Loss: 0.39 | Avg.Loss: 1.8
[TREE TRAIN 2600] spread=4 childs=2390543 direct=4 adaptiveK=4 value=-0.34 target=-0.32 loss=1.1 policy_loss=1.1 delta=0.016
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29990) CURRENT SCORE -> NX: 60 | NO: 19 | N-Draws: 0 Avg.Age, NNX/NNO: 17.7 / 18.9
[TREE TRAIN 2800] spread=2.6 childs=485246 direct=3 adaptiveK=3 value=0.46 target=0.5 loss=0.44 policy_loss=0.97 delta=0.039
[TREE TRAIN 3000] spread=0 childs=51828 direct=1 adaptiveK=1 value=0.38 target=-0.72 loss=1.9 policy_loss=2.8 delta=1.1
[AI] Модель сохранена. Ходов 18 ХэшХ 2054064297 ХэшO 7374030 Rating 5505 | Loss: 1.9 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -32597) CURRENT SCORE -> Neuro: 39 (33%) | Legacy: 78 | Draws: 1 Avg.Age, NX/NO/LX/LO: 22.6 / 18.8 / 17.9 / 25.6
[TREE TRAIN 3200] spread=1 childs=3444219 direct=3 adaptiveK=3 value=0.41 target=0.29 loss=0.67 policy_loss=1.5 delta=0.12
[TREE TRAIN 3400] spread=0.94 childs=424418 direct=2 adaptiveK=2 value=0.32 target=0.28 loss=0.9 policy_loss=2.1 delta=0.044
[RESTART] Reason: Legacy WON ( X  Count: 21 Rating: 29991) CURRENT SCORE -> Neuro: 41 (32%) | Legacy: 86 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.7 / 18.7 / 18.9 / 25.4
[TREE TRAIN 3600] spread=1.9 childs=64922 direct=4 adaptiveK=4 value=0.083 target=0.54 loss=1.8 policy_loss=4 delta=0.46
[AI] Модель сохранена. Ходов 12 ХэшХ 52438467 ХэшO 763997762 Rating -2982 | Loss: 1.8 | Avg.Loss: 1.7
[TREE TRAIN 3800] spread=4 childs=50799 direct=3 adaptiveK=3 value=-0.27 target=-0.66 loss=3.5 policy_loss=3.5 delta=0.39
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -29992) CURRENT SCORE -> NX: 88 | NO: 26 | N-Draws: 0 Avg.Age, NNX/NNO: 19.0 / 19.6
[TREE TRAIN 4000] spread=1.8 childs=1496370 direct=19 adaptiveK=5 value=0.77 target=0.6 loss=0.49 policy_loss=1 delta=0.17
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29992) CURRENT SCORE -> NX: 96 | NO: 29 | N-Draws: 0 Avg.Age, NNX/NNO: 19.0 / 19.8
[TREE TRAIN 4200] spread=2.8 childs=88142 direct=8 adaptiveK=5 value=0.28 target=0.5 loss=1.4 policy_loss=3.4 delta=0.22
[AI] Модель сохранена. Ходов 8 ХэшХ 609 ХэшO 83842 Rating -2638 | Loss: 1.4 | Avg.Loss: 1.7
[TREE TRAIN 4400] spread=4 childs=576342 direct=5 adaptiveK=5 value=-0.18 target=-0.75 loss=1.1 policy_loss=0.9 delta=0.57
[RESTART] Reason: Legacy WON ( O  Count: 20 Rating: 29989) CURRENT SCORE -> Neuro: 48 (29%) | Legacy: 114 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.9 / 18.5 / 19.9 / 23.1
[TREE TRAIN 4600] spread=0.37 childs=171965 direct=9 adaptiveK=5 value=0.4 target=0.62 loss=1.7 policy_loss=4 delta=0.22
[TREE TRAIN 4800] spread=0.17 childs=643210 direct=3 adaptiveK=3 value=0.51 target=0.44 loss=0.78 policy_loss=1.8 delta=0.075
[AI] Модель сохранена. Ходов 6 ХэшХ 377 ХэшO 138 Rating -2147 | Loss: 0.78 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -32194) CURRENT SCORE -> Neuro: 51 (29%) | Legacy: 122 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.7 / 18.6 / 20.0 / 22.8
[TREE TRAIN 5000] spread=2.4 childs=592575 direct=32 adaptiveK=6 value=-0.62 target=0.0064 loss=3.8 policy_loss=3.7 delta=0.63
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29992) CURRENT SCORE -> NX: 126 | NO: 33 | N-Draws: 1 Avg.Age, NNX/NNO: 17.7 / 20.3
[TREE TRAIN 5200] spread=1.9 childs=11840466 direct=21 adaptiveK=5 value=0.52 target=0.57 loss=0.39 policy_loss=0.83 delta=0.048
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29986) CURRENT SCORE -> NX: 137 | NO: 33 | N-Draws: 1 Avg.Age, NNX/NNO: 16.6 / 20.3
[TREE TRAIN 5400] spread=1.2 childs=122626 direct=2 adaptiveK=2 value=0.42 target=0.54 loss=0.78 policy_loss=1.8 delta=0.12
[AI] Модель сохранена. Ходов 8 ХэшХ 3965 ХэшO 5934 Rating -2949 | Loss: 0.78 | Avg.Loss: 1.7
[TREE TRAIN 5600] spread=2 childs=3094589 direct=19 adaptiveK=5 value=0.32 target=0.42 loss=0.9 policy_loss=2.1 delta=0.1
[RESTART] Reason: Legacy WON ( O  Count: 32 Rating: 29989) CURRENT SCORE -> Neuro: 67 (32%) | Legacy: 141 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.7 / 18.6 / 19.0 / 23.0
[TREE TRAIN 5800] spread=1.2 childs=2193537 direct=30 adaptiveK=5 value=0.31 target=0.43 loss=0.77 policy_loss=1.8 delta=0.12
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -32589) CURRENT SCORE -> Neuro: 72 (33%) | Legacy: 147 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.8 / 18.6 / 18.9 / 23.0
[TREE TRAIN 6000] spread=4 childs=898952 direct=4 adaptiveK=4 value=-0.73 target=-0.59 loss=1.1 policy_loss=1 delta=0.14
[AI] Модель сохранена. Ходов 9 ХэшХ 506966 ХэшO 1278987 Rating 3520 | Loss: 1.1 | Avg.Loss: 1.7
[TREE TRAIN 6200] spread=1.5 childs=54312 direct=4 adaptiveK=4 value=-0.24 target=0.6 loss=6.5 policy_loss=6.2 delta=0.84
[RESTART] Reason: NO WON ( O  Count: 21 Rating: -29986) CURRENT SCORE -> NX: 165 | NO: 40 | N-Draws: 1 Avg.Age, NNX/NNO: 17.2 / 20.6
[TREE TRAIN 6400] spread=2.4 childs=89693 direct=3 adaptiveK=3 value=-0.21 target=0.12 loss=4.6 policy_loss=4.7 delta=0.33
[TREE TRAIN 6600] spread=3.9 childs=55907 direct=7 adaptiveK=6 value=-0.6 target=0.55 loss=3.8 policy_loss=3 delta=1.2
[AI] Модель сохранена. Ходов 11 ХэшХ 3597982 ХэшO 3323463 Rating -3080 | Loss: 3.8 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 29 Rating: 29987) CURRENT SCORE -> NX: 175 | NO: 41 | N-Draws: 1 Avg.Age, NNX/NNO: 18.9 / 20.8
[TREE TRAIN 6800] spread=0.72 childs=1608752 direct=3 adaptiveK=3 value=-0.37 target=-0.48 loss=1.5 policy_loss=1.5 delta=0.11
[TREE TRAIN 7000] spread=0 childs=55524 direct=1 adaptiveK=1 value=0.078 target=-0.58 loss=5.2 policy_loss=5.1 delta=0.66
[RESTART] Reason: Legacy WON ( O  Count: 39 Rating: -29996) CURRENT SCORE -> Neuro: 85 (33%) | Legacy: 169 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.9 / 19.0 / 19.2 / 24.0
[TREE TRAIN 7200] spread=0.045 childs=117923 direct=2 adaptiveK=2 value=-0.47 target=-0.49 loss=1.9 policy_loss=2 delta=0.017
[AI] Модель сохранена. Ходов 9 ХэшХ 5934 ХэшO 1259479 Rating 2486 | Loss: 1.9 | Avg.Loss: 1.8
[TREE TRAIN 7400] spread=0.45 childs=41637 direct=6 adaptiveK=5 value=0.16 target=0.51 loss=3 policy_loss=5.8 delta=0.35
[RESTART] Reason: Neuro WON ( O  Count: 23 Rating: -29982) CURRENT SCORE -> Neuro: 91 (34%) | Legacy: 174 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.8 / 19.3 / 19.1 / 24.1
[TREE TRAIN 7600] spread=0 childs=54091 direct=1 adaptiveK=1 value=0.36 target=0.28 loss=2.1 policy_loss=5.2 delta=0.084
[TREE TRAIN 7800] spread=2.9 childs=137832 direct=6 adaptiveK=6 value=-0.24 target=0.016 loss=3.7 policy_loss=3.7 delta=0.26
[AI] Модель сохранена. Ходов 25 ХэшХ 4114029018 ХэшO 3046590827 Rating -66 | Loss: 3.7 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32194) CURRENT SCORE -> NX: 204 | NO: 47 | N-Draws: 1 Avg.Age, NNX/NNO: 19.8 / 21.9
[TREE TRAIN 8000] spread=3 childs=80552 direct=5 adaptiveK=5 value=0.44 target=0.42 loss=0.45 policy_loss=0.97 delta=0.02
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -32591) CURRENT SCORE -> NX: 211 | NO: 51 | N-Draws: 1 Avg.Age, NNX/NNO: 18.5 / 20.5
[TREE TRAIN 8200] spread=2.1 childs=65511 direct=5 adaptiveK=5 value=-0.39 target=-0.27 loss=1.5 policy_loss=1.5 delta=0.13
[RESTART] Reason: Neuro WON ( X  Count: 20 Rating: -29994) CURRENT SCORE -> Neuro: 109 (36%) | Legacy: 191 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.9 / 17.6 / 18.8 / 25.5
[TREE TRAIN 8400] spread=0.31 childs=55554 direct=50 adaptiveK=6 value=-0.15 target=-0.54 loss=3.9 policy_loss=3.9 delta=0.39
[AI] Модель сохранена. Ходов 11 ХэшХ 1251302 ХэшO 1314795 Rating 2924 | Loss: 3.9 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( X  Count: 28 Rating: -32595) CURRENT SCORE -> Neuro: 109 (35%) | Legacy: 202 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.9 / 17.6 / 17.9 / 24.7
[TREE TRAIN 8600] spread=0 childs=947649 direct=1 adaptiveK=1 value=-0.57 target=-0.49 loss=0.85 policy_loss=0.82 delta=0.08
[RESTART] Reason: NO WON ( O  Count: 15 Rating: -32593) CURRENT SCORE -> NX: 241 | NO: 56 | N-Draws: 1 Avg.Age, NNX/NNO: 16.3 / 19.7
[TREE TRAIN 8800] spread=2.4 childs=82662 direct=2 adaptiveK=2 value=-0.61 target=-0.58 loss=0.77 policy_loss=0.74 delta=0.033
[TREE TRAIN 9000] spread=1.2 childs=47924 direct=2 adaptiveK=2 value=-0.48 target=-0.4 loss=1.9 policy_loss=1.9 delta=0.078
[AI] Модель сохранена. Ходов 9 ХэшХ 120094 ХэшO 331557 Rating 1889 | Loss: 1.9 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 17 Rating: 29991) CURRENT SCORE -> NX: 248 | NO: 60 | N-Draws: 1 Avg.Age, NNX/NNO: 16.2 / 19.1
[TREE TRAIN 9200] spread=1.6 childs=320070 direct=4 adaptiveK=4 value=0.76 target=0.58 loss=0.51 policy_loss=1.1 delta=0.18
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -29992) CURRENT SCORE -> Neuro: 125 (36%) | Legacy: 221 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.2 / 17.1 / 17.4 / 23.3
[TREE TRAIN 9400] spread=0.36 childs=76778 direct=6 adaptiveK=5 value=0.49 target=0.46 loss=1.2 policy_loss=2.9 delta=0.03
[TREE TRAIN 9600] spread=0.52 childs=512269 direct=3 adaptiveK=3 value=0.33 target=0.48 loss=1.1 policy_loss=2.5 delta=0.15
[AI] Модель сохранена. Ходов 12 ХэшХ 135606813 ХэшO 239107154 Rating -2433 | Loss: 1.1 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -32591) CURRENT SCORE -> Neuro: 128 (36%) | Legacy: 229 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.0 / 17.3 / 17.7 / 22.6
[TREE TRAIN 9800] spread=0 childs=58585 direct=1 adaptiveK=1 value=0.014 target=0.65 loss=2.4 policy_loss=5.3 delta=0.63
[RESTART] Reason: NO WON ( O  Count: 15 Rating: -32194) CURRENT SCORE -> NX: 280 | NO: 63 | N-Draws: 1 Avg.Age, NNX/NNO: 16.4 / 19.8
[TREE TRAIN 10000] spread=0 childs=34509 direct=1 adaptiveK=1 value=0.52 target=0.57 loss=0.73 policy_loss=1.3 delta=0.047
[TREE TRAIN 10200] spread=3.8 childs=145169 direct=23 adaptiveK=6 value=-0.4 target=-0.54 loss=0.88 policy_loss=0.84 delta=0.14
[AI] Модель сохранена. Ходов 5 ХэшХ 86 ХэшO 39 Rating 2953 | Loss: 0.88 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29988) CURRENT SCORE -> NX: 290 | NO: 64 | N-Draws: 1 Avg.Age, NNX/NNO: 16.4 / 19.9
[TREE TRAIN 10400] spread=0.63 childs=12003915 direct=27 adaptiveK=6 value=-0.51 target=-0.56 loss=2.1 policy_loss=2.2 delta=0.052
[RESTART] Reason: Neuro WON ( X  Count: 16 Rating: -29992) CURRENT SCORE -> Neuro: 140 (36%) | Legacy: 252 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.6 / 18.6 / 16.6 / 21.2
[TREE TRAIN 10600] spread=1.6 childs=25238 direct=4 adaptiveK=4 value=0.091 target=0.34 loss=1.3 policy_loss=2.3 delta=0.25
[TREE TRAIN 10800] spread=0.34 childs=116461 direct=2 adaptiveK=2 value=-0.49 target=-0.67 loss=2 policy_loss=2 delta=0.18
[AI] Модель сохранена. Ходов 21 ХэшХ 299658414 ХэшO 2411250021 Rating 4629 | Loss: 2 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -32591) CURRENT SCORE -> Neuro: 143 (35%) | Legacy: 260 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.7 / 18.6 / 16.6 / 21.0
[TREE TRAIN 11000] spread=0 childs=173808 direct=1 adaptiveK=1 value=0.5 target=0.7 loss=0.41 policy_loss=0.82 delta=0.19







Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 40 Rating: -32597) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 40.0 / 0
    Neuro vs Neuro mode activated!
[TREE TRAIN 200] spread=1.6 childs=298522 direct=21 adaptiveK=5 value=0.4 target=0.51 loss=0.47 policy_loss=1 delta=0.11
[RESTART] Reason: Legacy WON ( O  Count: 23 Rating: -32589) CURRENT SCORE -> Neuro: 7 (44%) | Legacy: 9 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.8 / 13.0 / 20.0 / 25.0
[TREE TRAIN 400] spread=1.6 childs=46967 direct=3 adaptiveK=3 value=-0.015 target=-0.3 loss=3.4 policy_loss=3.4 delta=0.29
[TREE TRAIN 600] spread=2.2 childs=356266 direct=6 adaptiveK=5 value=0.15 target=0.35 loss=1.4 policy_loss=3.3 delta=0.19
[AI] Модель сохранена. Ходов 12 ХэшХ 8627993 ХэшO 200327394 Rating -1581 | Loss: 1.4 | Avg.Loss: 2.0
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -29996) CURRENT SCORE -> Neuro: 9 (33%) | Legacy: 18 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.8 / 18.0 / 19.7 / 22.1
[TREE TRAIN 800] spread=1.4 childs=302523 direct=49 adaptiveK=5 value=0.36 target=0.39 loss=0.62 policy_loss=1.4 delta=0.028
[TREE TRAIN 1000] spread=2.3 childs=2617933 direct=16 adaptiveK=5 value=0.43 target=0.42 loss=0.56 policy_loss=1.2 delta=0.0034
[RESTART] Reason: NO WON ( O  Count: 19 Rating: -29996) CURRENT SCORE -> NX: 28 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 16.8 / 32.0
[TREE TRAIN 1200] spread=1.9 childs=26775 direct=4 adaptiveK=4 value=0.41 target=0.61 loss=1.9 policy_loss=3.7 delta=0.2
[AI] Модель сохранена. Ходов 10 ХэшХ 6699 ХэшO 20007338 Rating -3707 | Loss: 1.9 | Avg.Loss: 1.8
fallback (argmax): нет допустимых ходов!
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32194) CURRENT SCORE -> NX: 37 | NO: 6 | N-Draws: 0 Avg.Age, NNX/NNO: 16.0 / 27.7
[TREE TRAIN 1400] spread=0 childs=358598 direct=1 adaptiveK=1 value=-0.34 target=-0.56 loss=0.86 policy_loss=0.8 delta=0.22
[RESTART] Reason: Legacy WON ( O  Count: 45 Rating: -29990) CURRENT SCORE -> Neuro: 17 (27%) | Legacy: 45 | Draws: 0 Avg.Age, NX/NO/LX/LO: 23.6 / 17.8 / 18.6 / 23.2
[TREE TRAIN 1600] spread=1.4 childs=103158 direct=3 adaptiveK=3 value=0.031 target=0.37 loss=3.4 policy_loss=3.4 delta=0.34
[TREE TRAIN 1800] spread=4 childs=186774 direct=59 adaptiveK=5 value=0.2 target=0.8 loss=1.2 policy_loss=2.4 delta=0.6
[AI] Модель сохранена. Ходов 16 ХэшХ 1115054122 ХэшO 3529578115 Rating -8152 | Loss: 1.2 | Avg.Loss: 1.8
[RESTART] Reason: Neuro WON ( O  Count: 11 Rating: -29994) CURRENT SCORE -> Neuro: 20 (27%) | Legacy: 53 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.8 / 15.9 / 17.9 / 23.1
[TREE TRAIN 2000] spread=0.67 childs=55311 direct=48 adaptiveK=6 value=-0.053 target=-0.56 loss=3.8 policy_loss=3.8 delta=0.51
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29992) CURRENT SCORE -> NX: 65 | NO: 13 | N-Draws: 0 Avg.Age, NNX/NNO: 16.0 / 22.9
[TREE TRAIN 2200] spread=2.9 childs=29289 direct=4 adaptiveK=4 value=0.11 target=0.58 loss=2.3 policy_loss=2.1 delta=0.46
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -32591) CURRENT SCORE -> NX: 77 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 14.5 / 21.9
[TREE TRAIN 2400] spread=0.95 childs=72236 direct=7 adaptiveK=5 value=0.14 target=0.5 loss=1.6 policy_loss=3.6 delta=0.36
[AI] Модель сохранена. Ходов 14 ХэшХ 12109965 ХэшO 2382320778 Rating -2605 | Loss: 1.6 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32591) CURRENT SCORE -> NX: 100 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 14.2 / 21.9
[TREE TRAIN 2600] spread=2 childs=3125423 direct=21 adaptiveK=5 value=0.58 target=0.55 loss=0.41 policy_loss=0.86 delta=0.021
[RESTART] Reason: Legacy WON ( X  Count: 18 Rating: -32591) CURRENT SCORE -> Neuro: 25 (26%) | Legacy: 70 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.0 / 15.7 / 17.8 / 21.9
[TREE TRAIN 2800] spread=1.7 childs=611149 direct=16 adaptiveK=5 value=0.54 target=0.5 loss=0.43 policy_loss=0.93 delta=0.036
[TREE TRAIN 3000] spread=4 childs=247449 direct=5 adaptiveK=5 value=-0.28 target=-0.25 loss=1.8 policy_loss=1.8 delta=0.026
[AI] Модель сохранена. Ходов 13 ХэшХ 3776499570 ХэшO 91031493 Rating 1088 | Loss: 1.8 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 19 Rating: 29991) CURRENT SCORE -> NX: 130 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 16.1 / 21.9
[TREE TRAIN 3200] spread=1.5 childs=97509 direct=7 adaptiveK=5 value=0.33 target=0.48 loss=1.3 policy_loss=3.1 delta=0.15
[TREE TRAIN 3400] spread=0 childs=139221 direct=1 adaptiveK=1 value=0.38 target=0.54 loss=0.49 policy_loss=1 delta=0.17
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -32591) CURRENT SCORE -> NX: 138 | NO: 21 | N-Draws: 0 Avg.Age, NNX/NNO: 16.4 / 22.1
[TREE TRAIN 3600] spread=1.8 childs=939312 direct=3 adaptiveK=3 value=0.43 target=0.28 loss=0.79 policy_loss=1.8 delta=0.15
[AI] Модель сохранена. Ходов 6 ХэшХ 143 ХэшO 246 Rating -1248 | Loss: 0.79 | Avg.Loss: 1.6
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29990) CURRENT SCORE -> Neuro: 39 (30%) | Legacy: 91 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.2 / 18.0 / 18.5 / 21.6
[TREE TRAIN 3800] spread=3.4 childs=51119 direct=8 adaptiveK=5 value=0.2 target=0.56 loss=0.92 policy_loss=2 delta=0.36
[TREE TRAIN 4000] spread=0 childs=61033 direct=1 adaptiveK=1 value=-0.37 target=-0.66 loss=3.2 policy_loss=3.2 delta=0.29
[RESTART] Reason: Neuro WON ( O  Count: 23 Rating: -29996) CURRENT SCORE -> Neuro: 43 (30%) | Legacy: 98 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.9 / 18.6 / 18.8 / 22.1
[TREE TRAIN 4200] spread=1.1 childs=1807349 direct=19 adaptiveK=6 value=-0.4 target=-0.37 loss=1.6 policy_loss=1.6 delta=0.03
[AI] Модель сохранена. Ходов 7 ХэшХ 230 ХэшO 17459 Rating 1695 | Loss: 1.6 | Avg.Loss: 1.6
[TREE TRAIN 4400] spread=4 childs=93070 direct=3 adaptiveK=3 value=-0.49 target=-0.48 loss=1 policy_loss=1 delta=0.003
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -32595) CURRENT SCORE -> NX: 166 | NO: 28 | N-Draws: 0 Avg.Age, NNX/NNO: 17.3 / 21.7
[TREE TRAIN 4600] spread=2 childs=5981426 direct=19 adaptiveK=5 value=0.32 target=0.4 loss=0.72 policy_loss=1.6 delta=0.077
[TREE TRAIN 4800] spread=0.83 childs=4732199 direct=3 adaptiveK=3 value=0.37 target=0.4 loss=0.67 policy_loss=1.5 delta=0.031
[AI] Модель сохранена. Ходов 6 ХэшХ 221 ХэшO 230 Rating -1869 | Loss: 0.67 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 28 Rating: -29990) CURRENT SCORE -> NX: 174 | NO: 31 | N-Draws: 0 Avg.Age, NNX/NNO: 17.6 / 22.3
[TREE TRAIN 5000] spread=0 childs=1128343 direct=1 adaptiveK=1 value=-0.35 target=-0.48 loss=0.83 policy_loss=0.79 delta=0.13
[TREE TRAIN 5200] spread=0.99 childs=912095 direct=74 adaptiveK=6 value=-0.33 target=-0.42 loss=2 policy_loss=2.1 delta=0.097
[RESTART] Reason: Legacy WON ( O  Count: 35 Rating: -29992) CURRENT SCORE -> Neuro: 57 (32%) | Legacy: 119 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.7 / 18.9 / 19.9 / 25.4
[TREE TRAIN 5400] spread=0 childs=84465 direct=1 adaptiveK=1 value=-0.31 target=-0.3 loss=0.84 policy_loss=0.8 delta=0.0084
[AI] Модель сохранена. Ходов 17 ХэшХ 3507448778 ХэшO 492805847 Rating 1326 | Loss: 0.84 | Avg.Loss: 1.6
[TREE TRAIN 5600] spread=0.45 childs=1261951 direct=27 adaptiveK=6 value=-0.39 target=-0.39 loss=2.7 policy_loss=2.8 delta=0.0031
[RESTART] Reason: Neuro WON ( O  Count: 29 Rating: -16236) CURRENT SCORE -> Neuro: 60 (32%) | Legacy: 127 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.7 / 19.0 / 19.4 / 25.4
[TREE TRAIN 5800] spread=0.69 childs=259431 direct=9 adaptiveK=5 value=0.21 target=0.6 loss=1.7 policy_loss=3.9 delta=0.39
[TREE TRAIN 6000] spread=3.3 childs=79958 direct=6 adaptiveK=6 value=0.25 target=0.61 loss=4.1 policy_loss=4.2 delta=0.36
[AI] Модель сохранена. Ходов 25 ХэшХ 1956315094 ХэшO 1296133997 Rating -3700 | Loss: 4.1 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -32591) CURRENT SCORE -> NX: 202 | NO: 38 | N-Draws: 0 Avg.Age, NNX/NNO: 18.8 / 22.4
[TREE TRAIN 6200] spread=1.1 childs=1345044 direct=74 adaptiveK=6 value=-0.31 target=-0.37 loss=1.6 policy_loss=1.6 delta=0.06
[TREE TRAIN 6400] spread=1.5 childs=54965 direct=4 adaptiveK=4 value=0.21 target=-0.11 loss=1.8 policy_loss=4.1 delta=0.31
[RESTART] Reason: NX WON ( X  Count: 24 Rating: -29994) CURRENT SCORE -> NX: 211 | NO: 40 | N-Draws: 0 Avg.Age, NNX/NNO: 20.8 / 22.8
[TREE TRAIN 6600] spread=4 childs=2699095 direct=2 adaptiveK=2 value=0.54 target=0.47 loss=0.39 policy_loss=0.79 delta=0.067
[AI] Модель сохранена. Ходов 12 ХэшХ 42975361 ХэшO 2809769442 Rating -2372 | Loss: 0.39 | Avg.Loss: 1.6
[TREE TRAIN 6800] spread=0.46 childs=55705 direct=2 adaptiveK=2 value=-0.48 target=-0.46 loss=4.1 policy_loss=4.2 delta=0.025
[RESTART] Reason: Legacy WON ( O  Count: 33 Rating: -29992) CURRENT SCORE -> Neuro: 72 (32%) | Legacy: 150 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.0 / 20.5 / 19.6 / 26.2
[TREE TRAIN 7000] spread=4 childs=442682 direct=3 adaptiveK=3 value=-0.32 target=-0.51 loss=0.84 policy_loss=0.79 delta=0.18
[TREE TRAIN 7200] spread=1 childs=40880 direct=8 adaptiveK=5 value=0.13 target=-0.00049 loss=2.2 policy_loss=4.3 delta=0.13
[AI] Модель сохранена. Ходов 22 ХэшХ 2518309885 ХэшO 1375755218 Rating 2 | Loss: 2.2 | Avg.Loss: 1.6
[RESTART] Reason: Neuro WON ( O  Count: 21 Rating: -32593) CURRENT SCORE -> Neuro: 75 (32%) | Legacy: 158 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.1 / 20.3 / 19.0 / 25.9
[TREE TRAIN 7400] spread=4 childs=2031020 direct=4 adaptiveK=4 value=-0.73 target=-0.54 loss=1.4 policy_loss=1.3 delta=0.19
[RESTART] Reason: NO WON ( O  Count: 35 Rating: -32196) CURRENT SCORE -> NX: 240 | NO: 45 | N-Draws: 1 Avg.Age, NNX/NNO: 18.5 / 23.6
[TREE TRAIN 7600] spread=2.2 childs=553495 direct=3 adaptiveK=3 value=0.46 target=0.63 loss=1.1 policy_loss=2.5 delta=0.17
[TREE TRAIN 7800] spread=1.3 childs=9153879 direct=27 adaptiveK=6 value=-0.41 target=-0.47 loss=1.5 policy_loss=1.5 delta=0.065
[AI] Модель сохранена. Ходов 5 ХэшХ 46 ХэшO 221 Rating 2372 | Loss: 1.5 | Avg.Loss: 1.6



39400 тренировок всего, описал в статье
https://chemrise.ru/tech/pro_gramming/xo/neuro-first-results











Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29990) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 12.0 / 0
[TREE TRAIN 200] spread=0.67 childs=105132 direct=59 adaptiveK=5 value=0.22 target=0.28 loss=1.7 policy_loss=4.2 
    Neuro vs Neuro mode activated!
[RESTART] Reason: Legacy WON ( O  Count: 16 Rating: 29983) CURRENT SCORE -> Neuro: 4 (18%) | Legacy: 18 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.0 / 16.0 / 19.6 / 18.0
[TREE TRAIN 400] spread=0.4 childs=204517 direct=14 adaptiveK=5 value=0.18 target=0.61 loss=1.8 policy_loss=4.1 
[TREE TRAIN 600] spread=0.35 childs=73230 direct=2 adaptiveK=2 value=-0.098 target=0.35 loss=3 policy_loss=2.9 
[AI] Модель сохранена. Ходов 17 ХэшХ 3590294058 ХэшO 350485325 Rating -1616 | Loss: 3 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( X  Count: 34 Rating: -29996) CURRENT SCORE -> Neuro: 9 (27%) | Legacy: 24 | Draws: 0 Avg.Age, NX/NO/LX/LO: 18.0 / 18.8 / 21.6 / 18.4
[TREE TRAIN 800] spread=0.77 childs=1563706 direct=2 adaptiveK=2 value=0.42 target=0.49 loss=0.5 policy_loss=1.1 
[TREE TRAIN 1000] spread=0 childs=23618 direct=1 adaptiveK=1 value=0.24 target=0.64 loss=0.7 policy_loss=1.1 
[RESTART] Reason: NO WON ( O  Count: 25 Rating: -29996) CURRENT SCORE -> NX: 19 | NO: 7 | N-Draws: 0 Avg.Age, NNX/NNO: 21.2 / 28.7
[TREE TRAIN 1200] spread=0 childs=58713 direct=1 adaptiveK=1 value=0.29 target=0.34 loss=1.1 policy_loss=2.5 
[AI] Модель сохранена. Ходов 26 ХэшХ 3174878007 ХэшO 3578487314 Rating -1531 | Loss: 1.1 | Avg.Loss: 1.9
[TREE TRAIN 1400] spread=0 childs=868534 direct=1 adaptiveK=1 value=-0.38 target=-0.49 loss=0.79 policy_loss=0.75 
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29988) CURRENT SCORE -> NX: 27 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 20.3 / 29.7
[TREE TRAIN 1600] spread=4 childs=41652 direct=2 adaptiveK=2 value=0.35 target=0.72 loss=0.99 policy_loss=1.7 
[TREE TRAIN 1800] spread=0 childs=62763 direct=1 adaptiveK=1 value=-0.19 target=0.1 loss=1.5 policy_loss=1.4 
[AI] Модель сохранена. Ходов 9 ХэшХ 9614 ХэшO 267033 Rating -414 | Loss: 1.5 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( O  Count: 17 Rating: -29994) CURRENT SCORE -> Neuro: 19 (28%) | Legacy: 49 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.7 / 22.9 / 21.1 / 20.8
[TREE TRAIN 2000] spread=0.52 childs=329675 direct=35 adaptiveK=5 value=0.39 target=0.29 loss=1.4 policy_loss=3.2 
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -32595) CURRENT SCORE -> Neuro: 22 (28%) | Legacy: 57 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.9 / 22.0 / 20.9 / 21.5
[TREE TRAIN 2200] spread=0.2 childs=161167 direct=2 adaptiveK=2 value=0.24 target=-0.22 loss=1.4 policy_loss=3 
[TREE TRAIN 2400] spread=2 childs=66289 direct=57 adaptiveK=6 value=-0.17 target=-0.54 loss=5.1 policy_loss=5.2 
[AI] Модель сохранена. Ходов 15 ХэшХ 2487726802 ХэшO 1364278041 Rating 2944 | Loss: 5.1 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29989) CURRENT SCORE -> NX: 55 | NO: 17 | N-Draws: 0 Avg.Age, NNX/NNO: 18.9 / 28.4
[TREE TRAIN 2600] spread=0.49 childs=5107577 direct=25 adaptiveK=6 value=-0.39 target=-0.43 loss=2.7 policy_loss=2.7 
[TREE TRAIN 2800] spread=2.4 childs=84624 direct=6 adaptiveK=5 value=0.11 target=0.61 loss=1.5 policy_loss=3.1 
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> NX: 65 | NO: 18 | N-Draws: 0 Avg.Age, NNX/NNO: 19.8 / 28.1
[TREE TRAIN 3000] spread=2.1 childs=53271 direct=11 adaptiveK=6 value=-0.071 target=0.82 loss=5.5 policy_loss=5.2 
[AI] Модель сохранена. Ходов 47 ХэшХ 874189646 ХэшO 90747611 Rating -9057 | Loss: 5.5 | Avg.Loss: 1.9
[TREE TRAIN 3200] spread=0.93 childs=8887031 direct=19 adaptiveK=5 value=0.39 target=0.32 loss=0.8 policy_loss=1.8 
[RESTART] Reason: Neuro WON ( X  Count: 16 Rating: -29996) CURRENT SCORE -> Neuro: 33 (29%) | Legacy: 80 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.1 / 24.6 / 20.1 / 23.1
[TREE TRAIN 3400] spread=0 childs=23369 direct=1 adaptiveK=1 value=0.34 target=0.68 loss=3 policy_loss=5.7 
[TREE TRAIN 3600] spread=1.3 childs=54651 direct=7 adaptiveK=5 value=0.3 target=0.69 loss=1.4 policy_loss=3.2 
[AI] Модель сохранена. Ходов 12 ХэшХ 3724071 ХэшO 1930390 Rating -4968 | Loss: 1.4 | Avg.Loss: 1.9
[RESTART] Reason: Neuro WON ( O  Count: 43 Rating: -29994) CURRENT SCORE -> Neuro: 35 (28%) | Legacy: 89 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.7 / 25.9 / 19.0 / 24.0
[TREE TRAIN 3800] spread=0.83 childs=9221091 direct=25 adaptiveK=6 value=-0.29 target=-0.36 loss=2 policy_loss=2 
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -32595) CURRENT SCORE -> NX: 95 | NO: 23 | N-Draws: 0 Avg.Age, NNX/NNO: 19.3 / 27.9
[TREE TRAIN 4000] spread=1.4 childs=285105 direct=4 adaptiveK=4 value=0.29 target=0.36 loss=0.55 policy_loss=1.2 
[TREE TRAIN 4200] spread=0 childs=1132348 direct=1 adaptiveK=1 value=0.44 target=0.42 loss=0.39 policy_loss=0.8 
[AI] Модель сохранена. Ходов 6 ХэшХ 533 ХэшO 2398 Rating -1986 | Loss: 0.39 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 29 Rating: 32189) CURRENT SCORE -> NX: 105 | NO: 24 | N-Draws: 0 Avg.Age, NNX/NNO: 19.3 / 27.5
[TREE TRAIN 4400] spread=1.4 childs=170196 direct=4 adaptiveK=4 value=0.15 target=-0.25 loss=1.7 policy_loss=3.8 
[TREE TRAIN 4600] spread=0.45 childs=113420 direct=4 adaptiveK=4 value=0.16 target=0.28 loss=1 policy_loss=2.3 
[TREE TRAIN 4800] spread=0.75 childs=86207 direct=68 adaptiveK=5 value=0.14 target=-0.42 loss=1.6 policy_loss=3.2 
[AI] Модель сохранена. Ходов 24 ХэшХ 359825191 ХэшO 357364570 Rating 1985 | Loss: 1.6 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( O  Count: 37 Rating: -29994) CURRENT SCORE -> Neuro: 47 (29%) | Legacy: 112 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.4 / 25.9 / 19.5 / 25.3
[TREE TRAIN 5000] spread=0.26 childs=194257 direct=2 adaptiveK=2 value=-0.042 target=-0.28 loss=1.1 policy_loss=2.4 
[TREE TRAIN 5200] spread=2 childs=193525 direct=4 adaptiveK=4 value=-0.052 target=0.3 loss=0.98 policy_loss=0.87 
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -29994) CURRENT SCORE -> Neuro: 52 (30%) | Legacy: 118 | Draws: 1 Avg.Age, NX/NO/LX/LO: 18.9 / 26.1 / 19.9 / 26.4
[TREE TRAIN 5400] spread=1.3 childs=160587 direct=4 adaptiveK=4 value=0.17 target=0.34 loss=1.4 policy_loss=3.4 
[AI] Модель сохранена. Ходов 14 ХэшХ 118931813 ХэшO 1783305690 Rating -1564 | Loss: 1.4 | Avg.Loss: 1.9
[TREE TRAIN 5600] spread=1.9 childs=47265 direct=2 adaptiveK=2 value=-0.37 target=-0.58 loss=2.7 policy_loss=2.7 
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29992) CURRENT SCORE -> NX: 131 | NO: 33 | N-Draws: 0 Avg.Age, NNX/NNO: 21.2 / 26.4
[TREE TRAIN 5800] spread=0.72 childs=97066 direct=4 adaptiveK=4 value=0.25 target=0.17 loss=1.1 policy_loss=2.7 
[TREE TRAIN 6000] spread=1.1 childs=1497587 direct=2 adaptiveK=2 value=-0.066 target=-0.15 loss=1.8 policy_loss=1.7 
[AI] Модель сохранена. Ходов 17 ХэшХ 3514714946 ХэшO 2828119515 Rating 634 | Loss: 1.8 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29992) CURRENT SCORE -> NX: 138 | NO: 37 | N-Draws: 0 Avg.Age, NNX/NNO: 19.5 / 25.7
[TREE TRAIN 6200] spread=0 childs=4723773 direct=1 adaptiveK=1 value=-0.49 target=-0.5 loss=0.77 policy_loss=0.72 
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -29992) CURRENT SCORE -> Neuro: 63 (31%) | Legacy: 142 | Draws: 1 Avg.Age, NX/NO/LX/LO: 19.0 / 24.3 / 19.1 / 27.0
[TREE TRAIN 6400] spread=0.22 childs=65504 direct=6 adaptiveK=6 value=0.084 target=-0.26 loss=4.3 policy_loss=4.3 
[TREE TRAIN 6600] spread=1.8 childs=973356 direct=4 adaptiveK=4 value=-0.24 target=-0.47 loss=1.8 policy_loss=1.7 
[AI] Модель сохранена. Ходов 9 ХэшХ 5934 ХэшO 252967 Rating 2398 | Loss: 1.8 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( X  Count: 28 Rating: -32194) CURRENT SCORE -> Neuro: 67 (31%) | Legacy: 149 | Draws: 1 Avg.Age, NX/NO/LX/LO: 19.0 / 25.2 / 19.3 / 27.7
[TREE TRAIN 6800] spread=0.64 childs=6903647 direct=2 adaptiveK=2 value=-0.34 target=-0.35 loss=0.99 policy_loss=0.95 
[TREE TRAIN 7000] spread=1.1 childs=1273917 direct=2 adaptiveK=2 value=-0.28 target=-0.39 loss=0.91 policy_loss=0.86 
[TREE TRAIN 7200] spread=1.4 childs=48651 direct=12 adaptiveK=6 value=-0.049 target=0.71 loss=4.5 policy_loss=4.3 
[AI] Модель сохранена. Ходов 19 ХэшХ 2978907826 ХэшO 1632089027 Rating -5207 | Loss: 4.5 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 21 Rating: 29993) CURRENT SCORE -> NX: 164 | NO: 46 | N-Draws: 0 Avg.Age, NNX/NNO: 20.2 / 25.6
[TREE TRAIN 7400] spread=1.4 childs=221768 direct=6 adaptiveK=5 value=0.33 target=0.47 loss=0.86 policy_loss=1.9 
[TREE TRAIN 7600] spread=1.9 childs=109837 direct=7 adaptiveK=6 value=0.13 target=0.68 loss=3 policy_loss=2.8 
[RESTART] Reason: NO WON ( O  Count: 19 Rating: -29996) CURRENT SCORE -> NX: 172 | NO: 49 | N-Draws: 0 Avg.Age, NNX/NNO: 19.8 / 26.2
[TREE TRAIN 7800] spread=0.53 childs=14756956 direct=25 adaptiveK=6 value=-0.44 target=-0.46 loss=2.1 policy_loss=2.1 
[AI] Модель сохранена. Ходов 5 ХэшХ 46 ХэшO 793 Rating 2258 | Loss: 2.1 | Avg.Loss: 1.8








Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 6 Rating: -29978) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 6.0 / 0
[TREE TRAIN 200] spread=1.6 childs=1059886 direct=26 adaptiveK=5 value=0.29 target=0.46 loss=0.86 policy_loss=1.9 delta=0.18
    Neuro vs Neuro mode activated!
[RESTART] Reason: Neuro WON ( X  Count: 28 Rating: -29992) CURRENT SCORE -> Neuro: 4 (18%) | Legacy: 18 | Draws: 0 Avg.Age, NX/NO/LX/LO: 35.7 / 17.0 / 16.2 / 24.4
[TREE TRAIN 400] spread=0.89 childs=213061 direct=4 adaptiveK=4 value=-0.19 target=-0.6 loss=1.6 policy_loss=1.5 delta=0.4
[TREE TRAIN 600] spread=4 childs=50340 direct=5 adaptiveK=5 value=-0.24 target=-0.51 loss=4.2 policy_loss=4.2 delta=0.27
[AI] Модель сохранена. Ходов 11 ХэшХ 18942 ХэшO 223772497 Rating 2697 | Loss: 4.2 | Avg.Loss: 2.2
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -29996) CURRENT SCORE -> Neuro: 6 (18%) | Legacy: 26 | Draws: 1 Avg.Age, NX/NO/LX/LO: 30.7 / 20.0 / 17.1 / 23.1
[TREE TRAIN 800] spread=0.38 childs=2786559 direct=25 adaptiveK=6 value=-0.22 target=-0.48 loss=2.4 policy_loss=2.3 delta=0.25
[TREE TRAIN 1000] spread=0.8 childs=335523 direct=45 adaptiveK=5 value=0.44 target=0.52 loss=0.94 policy_loss=2.1 delta=0.077
[RESTART] Reason: NO WON ( O  Count: 21 Rating: -29994) CURRENT SCORE -> NX: 21 | NO: 4 | N-Draws: 1 Avg.Age, NNX/NNO: 18.3 / 21.5
[TREE TRAIN 1200] spread=0.77 childs=34021 direct=3 adaptiveK=3 value=-0.068 target=-0.48 loss=2.2 policy_loss=2.1 delta=0.41
[AI] Модель сохранена. Ходов 13 ХэшХ 189078538 ХэшO 2341253997 Rating 2429 | Loss: 2.2 | Avg.Loss: 2.1
[TREE TRAIN 1400] spread=3.8 childs=48009 direct=8 adaptiveK=6 value=-0.27 target=0.75 loss=4.2 policy_loss=3.6 delta=1
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29994) CURRENT SCORE -> NX: 29 | NO: 7 | N-Draws: 1 Avg.Age, NNX/NNO: 17.4 / 21.3
[TREE TRAIN 1600] spread=1.8 childs=571433 direct=2 adaptiveK=2 value=0.34 target=0.56 loss=0.6 policy_loss=1.2 delta=0.22
[TREE TRAIN 1800] spread=0.57 childs=94281 direct=2 adaptiveK=2 value=0.34 target=-0.21 loss=1.9 policy_loss=4 delta=0.55
[AI] Модель сохранена. Ходов 24 ХэшХ 1016687331 ХэшO 3977022486 Rating 912 | Loss: 1.9 | Avg.Loss: 1.9
[RESTART] Reason: Neuro WON ( X  Count: 16 Rating: -29990) CURRENT SCORE -> Neuro: 15 (22%) | Legacy: 52 | Draws: 1 Avg.Age, NX/NO/LX/LO: 25.7 / 23.2 / 19.6 / 25.1
[TREE TRAIN 2000] spread=0 childs=134221 direct=1 adaptiveK=1 value=0.27 target=0.67 loss=1.7 policy_loss=3.9 delta=0.4
[TREE TRAIN 2200] spread=3.9 childs=106435 direct=5 adaptiveK=5 value=-0.38 target=-0.15 loss=2.3 policy_loss=2.3 delta=0.24
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -32190) CURRENT SCORE -> Neuro: 19 (24%) | Legacy: 59 | Draws: 1 Avg.Age, NX/NO/LX/LO: 27.2 / 23.5 / 19.9 / 25.9
[TREE TRAIN 2400] spread=2.4 childs=155684 direct=4 adaptiveK=4 value=0.53 target=0.66 loss=0.84 policy_loss=1.9 delta=0.13
[AI] Модель сохранена. Ходов 10 ХэшХ 1678781 ХэшO 37703486 Rating -4406 | Loss: 0.84 | Avg.Loss: 1.9
[TREE TRAIN 2600] spread=1.8 childs=33788 direct=2 adaptiveK=2 value=0.3 target=-0.16 loss=1.2 policy_loss=2.1 delta=0.46
[RESTART] Reason: NX WON ( X  Count: 17 Rating: 32195) CURRENT SCORE -> NX: 58 | NO: 13 | N-Draws: 1 Avg.Age, NNX/NNO: 18.8 / 24.6
[TREE TRAIN 2800] spread=1.8 childs=982376 direct=40 adaptiveK=5 value=0.63 target=0.55 loss=0.57 policy_loss=1.2 delta=0.072
[TREE TRAIN 3000] spread=1.1 childs=1874902 direct=39 adaptiveK=6 value=-0.48 target=-0.38 loss=1.5 policy_loss=1.4 delta=0.1
[AI] Модель сохранена. Ходов 9 ХэшХ 690 ХэшO 1816763 Rating 1759 | Loss: 1.5 | Avg.Loss: 1.9
[RESTART] Reason: NX WON ( X  Count: 24 Rating: -29990) CURRENT SCORE -> NX: 67 | NO: 15 | N-Draws: 1 Avg.Age, NNX/NNO: 19.8 / 24.7
[TREE TRAIN 3200] spread=0.72 childs=1423066 direct=47 adaptiveK=6 value=-0.35 target=-0.39 loss=3.3 policy_loss=3.3 delta=0.039
[TREE TRAIN 3400] spread=1.6 childs=31988 direct=4 adaptiveK=4 value=0.26 target=0.18 loss=3 policy_loss=5.8 delta=0.08
[TREE TRAIN 3600] spread=1.2 childs=4426535 direct=32 adaptiveK=6 value=-0.46 target=-0.4 loss=1.6 policy_loss=1.6 delta=0.062
[AI] Модель сохранена. Ходов 7 ХэшХ 230 ХэшO 62647 Rating 1862 | Loss: 1.6 | Avg.Loss: 1.9
[RESTART] Reason: Legacy WON ( O  Count: 21 Rating: -32597) CURRENT SCORE -> Neuro: 27 (24%) | Legacy: 86 | Draws: 1 Avg.Age, NX/NO/LX/LO: 25.2 / 25.2 / 22.3 / 27.3
[TREE TRAIN 3800] spread=0 childs=128664 direct=1 adaptiveK=1 value=0.29 target=0.48 loss=1.8 policy_loss=4.3 delta=0.19
[TREE TRAIN 4000] spread=1.3 childs=83780 direct=4 adaptiveK=4 value=0.21 target=0.36 loss=1.8 policy_loss=4.2 delta=0.15
[RESTART] Reason: Legacy WON ( X  Count: 36 Rating: -29992) CURRENT SCORE -> Neuro: 29 (23%) | Legacy: 95 | Draws: 1 Avg.Age, NX/NO/LX/LO: 27.3 / 25.2 / 23.3 / 27.4
[TREE TRAIN 4200] spread=0.74 childs=81275 direct=2 adaptiveK=2 value=-0.3 target=-0.45 loss=2.2 policy_loss=2.2 delta=0.15
[AI] Модель сохранена. Ходов 29 ХэшХ 1070322090 ХэшO 2425859963 Rating 2207 | Loss: 2.2 | Avg.Loss: 1.8
[TREE TRAIN 4400] spread=0.4 childs=16448267 direct=25 adaptiveK=6 value=-0.43 target=-0.47 loss=2.1 policy_loss=2.1 delta=0.043
[TREE TRAIN 4600] spread=1 childs=1665016 direct=4 adaptiveK=4 value=0.54 target=0.49 loss=0.74 policy_loss=1.6 delta=0.05
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -29988) CURRENT SCORE -> NX: 99 | NO: 18 | N-Draws: 1 Avg.Age, NNX/NNO: 23.9 / 25.9
[TREE TRAIN 4800] spread=1 childs=1258054 direct=4 adaptiveK=4 value=0.52 target=0.48 loss=0.66 policy_loss=1.4 delta=0.038
[AI] Модель сохранена. Ходов 14 ХэшХ 208788181 ХэшO 455574570 Rating -2427 | Loss: 0.66 | Avg.Loss: 1.8
[TREE TRAIN 5000] spread=0.21 childs=82581 direct=101 adaptiveK=5 value=0.086 target=-0.64 loss=2.8 policy_loss=5.9 delta=0.73
[TREE TRAIN 5200] spread=4 childs=35894 direct=4 adaptiveK=4 value=0.053 target=0.77 loss=2.5 policy_loss=4.3 delta=0.71
[RESTART] Reason: NX WON ( X  Count: 30 Rating: -32593) CURRENT SCORE -> NX: 108 | NO: 20 | N-Draws: 1 Avg.Age, NNX/NNO: 24.7 / 28.4
[TREE TRAIN 5400] spread=2.9 childs=100543 direct=4 adaptiveK=4 value=0.79 target=0.68 loss=0.45 policy_loss=0.91 delta=0.11
[AI] Модель сохранена. Ходов 12 ХэшХ 371332559 ХэшO 34165626 Rating -4809 | Loss: 0.45 | Avg.Loss: 1.8
[RESTART] Reason: Neuro WON ( X  Count: 24 Rating: -29990) CURRENT SCORE -> Neuro: 39 (24%) | Legacy: 120 | Draws: 1 Avg.Age, NX/NO/LX/LO: 26.5 / 23.5 / 24.0 / 27.8
[TREE TRAIN 5600] spread=0.3 childs=96834 direct=3 adaptiveK=3 value=0.29 target=-0.04 loss=2.2 policy_loss=5.2 delta=0.33
[TREE TRAIN 5800] spread=0 childs=43241 direct=1 adaptiveK=1 value=0.074 target=0.057 loss=0.78 policy_loss=0.73 delta=0.017
[RESTART] Reason: Neuro WON ( O  Count: 15 Rating: -32595) CURRENT SCORE -> Neuro: 42 (25%) | Legacy: 128 | Draws: 1 Avg.Age, NX/NO/LX/LO: 26.1 / 23.2 / 23.6 / 26.6
[TREE TRAIN 6000] spread=0.37 childs=87640 direct=9 adaptiveK=5 value=0.18 target=0.53 loss=1.9 policy_loss=4.2 delta=0.35
[AI] Модель сохранена. Ходов 28 ХэшХ 137491005 ХэшO 1089822710 Rating -2853 | Loss: 1.9 | Avg.Loss: 1.8
[RESTART] Reason: NO WON ( O  Count: 15 Rating: -32595) CURRENT SCORE -> NX: 134 | NO: 29 | N-Draws: 1 Avg.Age, NNX/NNO: 18.1 / 25.2
[TREE TRAIN 6200] spread=0.86 childs=345242 direct=7 adaptiveK=5 value=-0.0042 target=-0.33 loss=1.9 policy_loss=4.4 delta=0.32
[TREE TRAIN 6400] spread=1.3 childs=2668379 direct=41 adaptiveK=6 value=-0.32 target=-0.23 loss=1.2 policy_loss=1.2 delta=0.087
[RESTART] Reason: NX WON ( X  Count: 29 Rating: 16224) CURRENT SCORE -> NX: 143 | NO: 31 | N-Draws: 1 Avg.Age, NNX/NNO: 18.9 / 25.1
[TREE TRAIN 6600] spread=0.27 childs=68017 direct=2 adaptiveK=2 value=0.15 target=-0.072 loss=1.1 policy_loss=2.5 delta=0.22
[AI] Модель сохранена. Ходов 24 ХэшХ 267376775 ХэшO 351947930 Rating 295 | Loss: 1.1 | Avg.Loss: 1.8
[TREE TRAIN 6800] spread=2.6 childs=447537 direct=19 adaptiveK=5 value=0.32 target=0.39 loss=0.67 policy_loss=1.5 delta=0.073
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -29996) CURRENT SCORE -> NX: 152 | NO: 34 | N-Draws: 1 Avg.Age, NNX/NNO: 20.4 / 25.2
[TREE TRAIN 7000] spread=0.012 childs=1078623 direct=2 adaptiveK=2 value=-0.46 target=-0.52 loss=1.5 policy_loss=1.5 delta=0.053
[TREE TRAIN 7200] spread=0.91 childs=358505 direct=2 adaptiveK=2 value=-0.2 target=-0.34 loss=0.96 policy_loss=0.9 delta=0.15
[AI] Модель сохранена. Ходов 9 ХэшХ 690 ХэшO 70499 Rating 1564 | Loss: 0.96 | Avg.Loss: 1.8





Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 26 Rating: -29990) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 26.0 / 0
[TREE TRAIN 200] spread=4 avg.spread=1.4 childs=252089 direct=68 adaptiveK=6 value=-0.12 target=0.31 loss=2.3 value_loss=0.18 policy_loss=2.2 delta=0.42 maxP=0.17 entropy=4.1
    Neuro vs Neuro mode activated!
[RESTART] Reason: Neuro WON ( X  Count: 18 Rating: -29990) CURRENT SCORE -> Neuro: 4 (18%) | Legacy: 18 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.0 / 0 / 23.0 / 25.9
[TREE TRAIN 400] spread=0 avg.spread=1.4 childs=18917 direct=1 adaptiveK=1 value=0.36 target=0.72 loss=0.58 value_loss=0.14 policy_loss=0.85 delta=0.37 maxP=0.77 entropy=1.5
[TREE TRAIN 600] spread=0.58 avg.spread=1.4 childs=641957 direct=2 adaptiveK=2 value=0.2 target=0.22 loss=0.56 value_loss=0.00037 policy_loss=1.2 delta=0.019 maxP=0.75 entropy=1.6
[AI] Модель сохранена. Ходов 10 ХэшХ 70499 ХэшO 181470 Rating -952 | Loss: 0.56 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 30 Rating: -32595) CURRENT SCORE -> Neuro: 10 (30%) | Legacy: 23 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.3 / 23.5 / 22.8 / 26.2
[TREE TRAIN 800] spread=0.63 avg.spread=1.3 childs=337408 direct=45 adaptiveK=5 value=0.41 target=0.52 loss=1.2 value_loss=0.013 policy_loss=2.7 delta=0.11 maxP=0.21 entropy=3.8
[TREE TRAIN 1000] spread=1.9 avg.spread=1.4 childs=70555 direct=8 adaptiveK=5 value=0.13 target=0.53 loss=1.8 value_loss=0.16 policy_loss=4 delta=0.4 maxP=0.023 entropy=5.1
[RESTART] Reason: NX WON ( X  Count: 19 Rating: 29997) CURRENT SCORE -> NX: 21 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 20.3 / 20.6
[TREE TRAIN 1200] spread=0 avg.spread=1.4 childs=42528 direct=1 adaptiveK=1 value=-0.28 target=-0.65 loss=1.6 value_loss=0.14 policy_loss=1.5 delta=0.37 maxP=0.39 entropy=2.1
[AI] Модель сохранена. Ходов 15 ХэшХ 60876354 ХэшO 1335316101 Rating 4209 | Loss: 1.6 | Avg.Loss: 1.8
[TREE TRAIN 1400] spread=0.46 avg.spread=1.4 childs=150293 direct=2 adaptiveK=2 value=0.41 target=0.51 loss=0.71 value_loss=0.0088 policy_loss=1.6 delta=0.094 maxP=0.41 entropy=2.2
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29986) CURRENT SCORE -> NX: 30 | NO: 7 | N-Draws: 0 Avg.Age, NNX/NNO: 21.0 / 23.0
[TREE TRAIN 1600] spread=0.71 avg.spread=1.4 childs=1254426 direct=42 adaptiveK=6 value=-0.42 target=-0.45 loss=2 value_loss=0.00052 policy_loss=2 delta=0.023 maxP=0.41 entropy=2.7
[TREE TRAIN 1800] spread=2.1 avg.spread=1.4 childs=173928 direct=6 adaptiveK=5 value=0.26 target=0.25 loss=0.59 value_loss=4.2e-05 policy_loss=1.3 delta=0.0065 maxP=0.6 entropy=2.2
[AI] Модель сохранена. Ходов 18 ХэшХ 3403399279 ХэшO 224186106 Rating -1097 | Loss: 0.59 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( O  Count: 33 Rating: -32595) CURRENT SCORE -> Neuro: 25 (37%) | Legacy: 43 | Draws: 0 Avg.Age, NX/NO/LX/LO: 24.2 / 20.2 / 22.5 / 24.3
[TREE TRAIN 2000] spread=2.3 avg.spread=1.4 childs=7258118 direct=19 adaptiveK=5 value=0.4 target=0.49 loss=0.47 value_loss=0.0082 policy_loss=0.96 delta=0.091 maxP=0.89 entropy=0.69
[TREE TRAIN 2200] spread=1.5 avg.spread=1.4 childs=2376363 direct=40 adaptiveK=5 value=0.5 target=0.48 loss=0.49 value_loss=0.00064 policy_loss=1 delta=0.025 maxP=0.79 entropy=1.3
[TREE TRAIN 2400] spread=0.56 avg.spread=1.3 childs=459060 direct=2 adaptiveK=2 value=0.59 target=0.48 loss=1.3 value_loss=0.013 policy_loss=3.1 delta=0.11 maxP=0.4 entropy=2.9
[AI] Модель сохранена. Ходов 16 ХэшХ 1771926491 ХэшO 2354235354 Rating -2424 | Loss: 1.3 | Avg.Loss: 1.7
[RESTART] Reason: Neuro WON ( O  Count: 36 Rating: 29993) CURRENT SCORE -> Neuro: 30 (38%) | Legacy: 49 | Draws: 0 Avg.Age, NX/NO/LX/LO: 23.9 / 24.7 / 23.2 / 26.3
[TREE TRAIN 2600] spread=0.25 avg.spread=1.2 childs=8755126 direct=25 adaptiveK=6 value=-0.52 target=-0.52 loss=2.3 value_loss=1.2e-05 policy_loss=2.3 delta=0.0034 maxP=0.23 entropy=3.2
[TREE TRAIN 2800] spread=1.8 avg.spread=1.3 childs=815301 direct=3 adaptiveK=3 value=0.47 target=0.53 loss=0.42 value_loss=0.0043 policy_loss=0.82 delta=0.066 maxP=0.82 entropy=1.1
[RESTART] Reason: NX WON ( X  Count: 38 Rating: -32192) CURRENT SCORE -> NX: 61 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 22.5 / 25.3
[TREE TRAIN 3000] spread=0 avg.spread=1.3 childs=1026478 direct=1 adaptiveK=1 value=-0.64 target=-0.56 loss=0.82 value_loss=0.0073 policy_loss=0.76 delta=0.085 maxP=0.9 entropy=0.72
[AI] Модель сохранена. Ходов 9 ХэшХ 187862 ХэшO 10643347 Rating 3119 | Loss: 0.82 | Avg.Loss: 1.7
[TREE TRAIN 3200] spread=0 avg.spread=1.3 childs=1255956 direct=1 adaptiveK=1 value=-0.65 target=-0.59 loss=0.8 value_loss=0.0034 policy_loss=0.75 delta=0.058 maxP=0.88 entropy=0.89
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -32591) CURRENT SCORE -> NX: 83 | NO: 13 | N-Draws: 0 Avg.Age, NNX/NNO: 20.3 / 24.8
[TREE TRAIN 3400] spread=1.5 avg.spread=1.3 childs=6113633 direct=26 adaptiveK=5 value=0.54 target=0.54 loss=0.54 value_loss=6.5e-05 policy_loss=1.1 delta=0.0081 maxP=0.75 entropy=1.5
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32595) CURRENT SCORE -> NX: 103 | NO: 15 | N-Draws: 0 Avg.Age, NNX/NNO: 20.3 / 24.9
[TREE TRAIN 3600] spread=1.9 avg.spread=1.3 childs=28548 direct=4 adaptiveK=4 value=-0.086 target=-0.12 loss=3.1 value_loss=0.0012 policy_loss=3.2 delta=0.035 maxP=0.49 entropy=1.6
[AI] Модель сохранена. Ходов 9 ХэшХ 3910 ХэшO 5077579 Rating 498 | Loss: 3.1 | Avg.Loss: 1.7
[TREE TRAIN 3800] spread=0 avg.spread=1.3 childs=58976 direct=1 adaptiveK=1 value=0.42 target=0.41 loss=0.43 value_loss=0.00013 policy_loss=0.88 delta=0.011 maxP=0.91 entropy=0.51
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -29996) CURRENT SCORE -> Neuro: 32 (35%) | Legacy: 59 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.8 / 24.7 / 21.9 / 27.2
[TREE TRAIN 4000] spread=2.1 avg.spread=1.3 childs=763296 direct=33 adaptiveK=5 value=0.61 target=0.58 loss=0.55 value_loss=0.001 policy_loss=1.2 delta=0.032 maxP=0.7 entropy=1.8
[TREE TRAIN 4200] spread=1.4 avg.spread=1.3 childs=6915788 direct=26 adaptiveK=5 value=0.63 target=0.55 loss=0.52 value_loss=0.0077 policy_loss=1.1 delta=0.088 maxP=0.8 entropy=1.1
[AI] Модель сохранена. Ходов 6 ХэшХ 793 ХэшO 230 Rating -3010 | Loss: 0.52 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29988) CURRENT SCORE -> NX: 135 | NO: 17 | N-Draws: 0 Avg.Age, NNX/NNO: 20.3 / 24.1
[TREE TRAIN 4400] spread=1.2 avg.spread=1.4 childs=90748 direct=4 adaptiveK=4 value=-0.64 target=-0.5 loss=1.6 value_loss=0.022 policy_loss=1.5 delta=0.15 maxP=0.5 entropy=1.4
[TREE TRAIN 4600] spread=0 avg.spread=1.3 childs=338942 direct=1 adaptiveK=1 value=0.24 target=0.32 loss=0.42 value_loss=0.0066 policy_loss=0.81 delta=0.082 maxP=0.9 entropy=0.69
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32595) CURRENT SCORE -> NX: 144 | NO: 19 | N-Draws: 0 Avg.Age, NNX/NNO: 20.5 / 23.8
[TREE TRAIN 4800] spread=0 avg.spread=1.3 childs=286659 direct=1 adaptiveK=1 value=0.49 target=0.48 loss=0.43 value_loss=0.00033 policy_loss=0.86 delta=0.018 maxP=0.88 entropy=0.7
[AI] Модель сохранена. Ходов 20 ХэшХ 931753193 ХэшO 4053786302 Rating -2407 | Loss: 0.43 | Avg.Loss: 1.6
[TREE TRAIN 5000] spread=4 avg.spread=1.3 childs=44103 direct=6 adaptiveK=6 value=-0.34 target=0.64 loss=2 value_loss=0.95 policy_loss=1.4 delta=0.98 maxP=0.43 entropy=3.1
[RESTART] Reason: Legacy WON ( O  Count: 34 Rating: 29991) CURRENT SCORE -> Neuro: 39 (31%) | Legacy: 87 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.5 / 24.8 / 22.5 / 26.9
[TREE TRAIN 5200] spread=0.17 avg.spread=1.3 childs=415138 direct=59 adaptiveK=6 value=-0.36 target=-0.67 loss=5.5 value_loss=0.096 policy_loss=5.5 delta=0.31 maxP=0.48 entropy=2.7
[TREE TRAIN 5400] spread=1.7 avg.spread=1.3 childs=144728 direct=3 adaptiveK=3 value=0.47 target=0.6 loss=0.71 value_loss=0.017 policy_loss=1.5 delta=0.13 maxP=0.33 entropy=3.3
[AI] Модель сохранена. Ходов 20 ХэшХ 2999654473 ХэшO 30560318 Rating -3626 | Loss: 0.71 | Avg.Loss: 1.6
[TREE TRAIN 5600] spread=4 avg.spread=1.3 childs=297299 direct=4 adaptiveK=4 value=-0.49 target=-0.32 loss=1 value_loss=0.029 policy_loss=0.97 delta=0.17 maxP=0.92 entropy=0.6
[RESTART] Reason: Legacy WON ( X  Count: 24 Rating: -29994) CURRENT SCORE -> Neuro: 42 (31%) | Legacy: 95 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.5 / 25.6 / 22.8 / 27.1
[TREE TRAIN 5800] spread=4 avg.spread=1.3 childs=469482 direct=4 adaptiveK=4 value=-0.64 target=-0.57 loss=2 value_loss=0.0061 policy_loss=2 delta=0.078 maxP=0.67 entropy=2.1
[TREE TRAIN 6000] spread=1.8 avg.spread=1.3 childs=62620 direct=6 adaptiveK=6 value=0.14 target=-0.34 loss=4.6 value_loss=0.23 policy_loss=4.5 delta=0.48 maxP=0.12 entropy=4.2
[AI] Модель сохранена. Ходов 35 ХэшХ 312738330 ХэшO 3222196303 Rating 1543 | Loss: 4.6 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -29990) CURRENT SCORE -> NX: 174 | NO: 24 | N-Draws: 0 Avg.Age, NNX/NNO: 22.0 / 25.1
[TREE TRAIN 6200] spread=1.9 avg.spread=1.2 childs=863357 direct=42 adaptiveK=5 value=0.62 target=0.57 loss=0.44 value_loss=0.0025 policy_loss=0.89 delta=0.05 maxP=0.86 entropy=0.95
[TREE TRAIN 6400] spread=0.047 avg.spread=1.2 childs=154273 direct=2 adaptiveK=2 value=-0.065 target=-0.17 loss=2.9 value_loss=0.012 policy_loss=3 delta=0.11 maxP=0.16 entropy=3.8
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -29994) CURRENT SCORE -> NX: 181 | NO: 28 | N-Draws: 0 Avg.Age, NNX/NNO: 22.0 / 26.2
[TREE TRAIN 6600] spread=2.2 avg.spread=1.2 childs=1302155 direct=49 adaptiveK=5 value=0.52 target=0.59 loss=0.71 value_loss=0.0045 policy_loss=1.6 delta=0.067 maxP=0.5 entropy=1.5
[AI] Модель сохранена. Ходов 10 ХэшХ 10643347 ХэшO 116286578 Rating -3438 | Loss: 0.71 | Avg.Loss: 1.7
[TREE TRAIN 6800] spread=0.62 avg.spread=1.2 childs=88655 direct=7 adaptiveK=5 value=0.29 target=0.09 loss=1.4 value_loss=0.039 policy_loss=3.2 delta=0.2 maxP=0.16 entropy=3.6
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29990) CURRENT SCORE -> Neuro: 51 (30%) | Legacy: 121 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.4 / 25.3 / 22.8 / 27.8
[TREE TRAIN 7000] spread=0.56 avg.spread=1.2 childs=2718019 direct=35 adaptiveK=5 value=0.51 target=0.54 loss=0.95 value_loss=0.0011 policy_loss=2.2 delta=0.033 maxP=0.33 entropy=2.8
[TREE TRAIN 7200] spread=1.5 avg.spread=1.2 childs=88382 direct=40 adaptiveK=6 value=-0.52 target=-0.48 loss=2.4 value_loss=0.0015 policy_loss=2.4 delta=0.038 maxP=0.16 entropy=3.9
[AI] Модель сохранена. Ходов 9 ХэшХ 18722 ХэшO 45305 Rating 2423 | Loss: 2.4 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 30 Rating: -29996) CURRENT SCORE -> Neuro: 56 (31%) | Legacy: 127 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.8 / 24.8 / 22.3 / 27.4
[TREE TRAIN 7400] spread=3.1 avg.spread=1.2 childs=58033 direct=6 adaptiveK=5 value=0.11 target=0.62 loss=1.3 value_loss=0.27 policy_loss=2.7 delta=0.52 maxP=0.18 entropy=3.9
[TREE TRAIN 7600] spread=1.1 avg.spread=1.2 childs=12985375 direct=26 adaptiveK=5 value=0.46 target=0.48 loss=0.62 value_loss=0.00061 policy_loss=1.3 delta=0.025 maxP=0.69 entropy=1.7
[RESTART] Reason: NX WON ( X  Count: 15 Rating: 29987) CURRENT SCORE -> NX: 207 | NO: 37 | N-Draws: 0 Avg.Age, NNX/NNO: 22.6 / 27.8
[TREE TRAIN 7800] spread=0.35 avg.spread=1.2 childs=6014441 direct=42 adaptiveK=6 value=-0.56 target=-0.56 loss=2.6 value_loss=7.7e-05 policy_loss=2.6 delta=0.0088 maxP=0.25 entropy=3.6
[AI] Модель сохранена. Ходов 11 ХэшХ 7590 ХэшO 67220231 Rating 3097 | Loss: 2.6 | Avg.Loss: 1.7
[TREE TRAIN 8000] spread=1.4 avg.spread=1.2 childs=14543182 direct=26 adaptiveK=5 value=0.44 target=0.56 loss=0.5 value_loss=0.014 policy_loss=1 delta=0.12 maxP=0.85 entropy=1
[TREE TRAIN 8200] spread=0.84 avg.spread=1.2 childs=191633 direct=2 adaptiveK=2 value=-0.22 target=-0.52 loss=1.1 value_loss=0.096 policy_loss=0.97 delta=0.31 maxP=0.8 entropy=0.88
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32196) CURRENT SCORE -> NX: 218 | NO: 37 | N-Draws: 0 Avg.Age, NNX/NNO: 23.6 / 27.8
[TREE TRAIN 8400] spread=0.78 avg.spread=1.3 childs=9771389 direct=23 adaptiveK=6 value=-0.54 target=-0.59 loss=2 value_loss=0.0021 policy_loss=2 delta=0.046 maxP=0.39 entropy=2.3
[AI] Модель сохранена. Ходов 5 ХэшХ 82 ХэшO 143 Rating 3438 | Loss: 2 | Avg.Loss: 1.7
[TREE TRAIN 8600] spread=0.028 avg.spread=1.3 childs=3648977 direct=2 adaptiveK=2 value=-0.7 target=-0.6 loss=2 value_loss=0.01 policy_loss=2 delta=0.1 maxP=0.43 entropy=2
[RESTART] Reason: Legacy WON ( O  Count: 18 Rating: 29989) CURRENT SCORE -> Neuro: 65 (30%) | Legacy: 153 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.1 / 24.8 / 22.7 / 25.7
[TREE TRAIN 8800] spread=1.3 avg.spread=1.3 childs=273476 direct=61 adaptiveK=5 value=0.58 target=0.66 loss=1.1 value_loss=0.006 policy_loss=2.6 delta=0.077 maxP=0.44 entropy=2.4
[TREE TRAIN 9000] spread=0.83 avg.spread=1.3 childs=2220559 direct=2 adaptiveK=2 value=0.48 target=0.6 loss=0.52 value_loss=0.016 policy_loss=1.1 delta=0.13 maxP=0.66 entropy=2
[AI] Модель сохранена. Ходов 8 ХэшХ 37609 ХэшO 187862 Rating -3630 | Loss: 0.52 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 32 Rating: -32595) CURRENT SCORE -> Neuro: 70 (31%) | Legacy: 159 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.8 / 25.3 / 22.7 / 25.8
[TREE TRAIN 9200] spread=1.4 avg.spread=1.3 childs=41058 direct=8 adaptiveK=5 value=0.31 target=0.7 loss=1.3 value_loss=0.15 policy_loss=2.3 delta=0.38 maxP=0.18 entropy=4.2
[TREE TRAIN 9400] spread=0.097 avg.spread=1.2 childs=482894 direct=2 adaptiveK=2 value=0.2 target=0.13 loss=1 value_loss=0.0047 policy_loss=2.3 delta=0.068 maxP=0.23 entropy=3.9
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29994) CURRENT SCORE -> NX: 245 | NO: 45 | N-Draws: 0 Avg.Age, NNX/NNO: 21.5 / 28.4
[TREE TRAIN 9600] spread=4 avg.spread=1.2 childs=25662 direct=4 adaptiveK=4 value=0.26 target=-0.86 loss=2.6 value_loss=1.2 policy_loss=3.7 delta=1.1 maxP=0.16 entropy=3.7
[AI] Модель сохранена. Ходов 34 ХэшХ 2118249257 ХэшO 2947968126 Rating 11399 | Loss: 2.6 | Avg.Loss: 1.7
[TREE TRAIN 9800] spread=2.9 avg.spread=1.3 childs=383474 direct=3 adaptiveK=3 value=0.39 target=0.51 loss=0.74 value_loss=0.013 policy_loss=1.6 delta=0.11 maxP=0.29 entropy=3.7
[TREE TRAIN 10000] spread=0.13 avg.spread=1.3 childs=150855 direct=2 adaptiveK=2 value=-0.29 target=-0.45 loss=1.4 value_loss=0.027 policy_loss=1.4 delta=0.16 maxP=0.68 entropy=1.1
[RESTART] Reason: NO WON ( O  Count: 31 Rating: -29998) CURRENT SCORE -> NX: 253 | NO: 48 | N-Draws: 0 Avg.Age, NNX/NNO: 21.6 / 28.8
[TREE TRAIN 10200] spread=0.44 avg.spread=1.3 childs=1197851 direct=61 adaptiveK=6 value=-0.7 target=-0.61 loss=2.9 value_loss=0.0086 policy_loss=2.9 delta=0.092 maxP=0.41 entropy=2.9
[AI] Модель сохранена. Ходов 13 ХэшХ 2037960546 ХэшO 448621165 Rating 3651 | Loss: 2.9 | Avg.Loss: 1.7
[TREE TRAIN 10400] spread=1.2 avg.spread=1.3 childs=4704736 direct=2 adaptiveK=2 value=-0.54 target=-0.61 loss=0.85 value_loss=0.0045 policy_loss=0.78 delta=0.067 maxP=0.88 entropy=0.87
[RESTART] Reason: Legacy WON ( O  Count: 57 Rating: -32589) CURRENT SCORE -> Neuro: 79 (30%) | Legacy: 184 | Draws: 1 Avg.Age, NX/NO/LX/LO: 22.9 / 26.4 / 22.8 / 28.7
[TREE TRAIN 10600] spread=0.47 avg.spread=1.3 childs=150933 direct=2 adaptiveK=2 value=0.28 target=0.035 loss=1.2 value_loss=0.058 policy_loss=2.7 delta=0.24 maxP=0.41 entropy=2.2
[TREE TRAIN 10800] spread=4 avg.spread=1.3 childs=332006 direct=8 adaptiveK=5 value=0.51 target=0.57 loss=1.2 value_loss=0.0029 policy_loss=2.8 delta=0.053 maxP=0.25 entropy=3.2
[AI] Модель сохранена. Ходов 22 ХэшХ 3478002377 ХэшO 3058282122 Rating -3227 | Loss: 1.2 | Avg.Loss: 1.7







Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 14.0 / 0
    Neuro vs Neuro mode activated!
[TREE TRAIN 200] spread=1.5 avg.spread=1.5 childs=58679 direct=2 adaptiveK=2 value=0.43 target=0.4 loss=1.8 value_loss=0.0007 avg.value_loss=0.12 policy_loss=4.2 avg.policy_loss=2.4 delta=0.026 maxP=0.13 entropy=4
[RESTART] Reason: Legacy WON ( O  Count: 30 Rating: 32191) CURRENT SCORE -> Neuro: 4 (25%) | Legacy: 12 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.5 / 0 / 19.6 / 20.0
[TREE TRAIN 400] spread=4 avg.spread=1.2 childs=162315 direct=3 adaptiveK=3 value=-0.16 target=0.22 loss=2.3 value_loss=0.14 avg.value_loss=0.12 policy_loss=2.2 avg.policy_loss=2.4 delta=0.38 maxP=0.18 entropy=3.5
[TREE TRAIN 600] spread=3.4 avg.spread=1.3 childs=1177395 direct=19 adaptiveK=5 value=0.54 target=0.66 loss=0.44 value_loss=0.014 avg.value_loss=0.11 policy_loss=0.83 avg.policy_loss=2.3 delta=0.12 maxP=0.81 entropy=1.2
[AI] Модель сохранена. Ходов 4 ХэшХ 13 ХэшO 46 Rating -4344 | Loss: 0.44 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 18 Rating: -32595) CURRENT SCORE -> Neuro: 5 (19%) | Legacy: 22 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.5 / 10.0 / 18.4 / 23.1
[TREE TRAIN 800] spread=4 avg.spread=1.4 childs=13097 direct=4 adaptiveK=4 value=-0.079 target=-0.24 loss=3.8 value_loss=0.027 avg.value_loss=0.096 policy_loss=3.8 avg.policy_loss=2.2 delta=0.16 maxP=0.26 entropy=3.1
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> NX: 27 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 15.7 / 17.2
[TREE TRAIN 1000] spread=0.52 avg.spread=1.4 childs=88155 direct=4 adaptiveK=4 value=0.12 target=-0.0093 loss=1.2 value_loss=0.018 avg.value_loss=0.094 policy_loss=2.7 avg.policy_loss=2.1 delta=0.13 maxP=0.12 entropy=4.2
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> NX: 37 | NO: 6 | N-Draws: 0 Avg.Age, NNX/NNO: 14.6 / 18.2
[TREE TRAIN 1200] spread=2 avg.spread=1.4 childs=166754 direct=2 adaptiveK=2 value=-0.096 target=0.065 loss=5.5 value_loss=0.026 avg.value_loss=0.090 policy_loss=5.6 avg.policy_loss=2.1 delta=0.16 maxP=0.15 entropy=3.7
[AI] Модель сохранена. Ходов 25 ХэшХ 3551953050 ХэшO 1210443167 Rating -266 | Loss: 5.5 | Avg.Loss: 1.6
[TREE TRAIN 1400] spread=0.15 avg.spread=1.4 childs=148513 direct=2 adaptiveK=2 value=-0.56 target=-0.65 loss=1.6 value_loss=0.0069 avg.value_loss=0.083 policy_loss=1.6 avg.policy_loss=2.1 delta=0.083 maxP=0.64 entropy=2
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -29986) CURRENT SCORE -> Neuro: 12 (19%) | Legacy: 50 | Draws: 0 Avg.Age, NX/NO/LX/LO: 24.8 / 10.0 / 15.8 / 23.8
[TREE TRAIN 1600] spread=1.5 avg.spread=1.3 childs=275721 direct=7 adaptiveK=5 value=0.36 target=0.64 loss=0.75 value_loss=0.078 avg.value_loss=0.081 policy_loss=1.5 avg.policy_loss=2.1 delta=0.28 maxP=0.45 entropy=2.4
[RESTART] Reason: Legacy WON ( X  Count: 15 Rating: 29991) CURRENT SCORE -> Neuro: 15 (21%) | Legacy: 58 | Draws: 0 Avg.Age, NX/NO/LX/LO: 23.4 / 15.5 / 16.1 / 24.8
[TREE TRAIN 1800] spread=0.98 avg.spread=1.3 childs=206093 direct=42 adaptiveK=6 value=-0.34 target=-0.61 loss=5 value_loss=0.075 avg.value_loss=0.077 policy_loss=5.1 avg.policy_loss=2.0 delta=0.27 maxP=0.36 entropy=2.8
[AI] Модель сохранена. Ходов 11 ХэшХ 574151618 ХэшO 1605747 Rating 3755 | Loss: 5 | Avg.Loss: 1.6
[TREE TRAIN 2000] spread=1.8 avg.spread=1.3 childs=152650 direct=3 adaptiveK=3 value=-0.33 target=0.028 loss=1.3 value_loss=0.13 avg.value_loss=0.068 policy_loss=1.2 avg.policy_loss=2.0 delta=0.36 maxP=0.74 entropy=1.4
[RESTART] Reason: NO WON ( O  Count: 29 Rating: -32194) CURRENT SCORE -> NX: 70 | NO: 8 | N-Draws: 0 Avg.Age, NNX/NNO: 17.5 / 19.1
[TREE TRAIN 2200] spread=4 avg.spread=1.4 childs=43478 direct=5 adaptiveK=5 value=0.35 target=0.94 loss=0.81 value_loss=0.35 avg.value_loss=0.070 policy_loss=1.1 avg.policy_loss=2.0 delta=0.59 maxP=0.6 entropy=1.8
[TREE TRAIN 2400] spread=1.5 avg.spread=1.4 childs=104128 direct=6 adaptiveK=6 value=-0.058 target=0.39 loss=4.4 value_loss=0.2 avg.value_loss=0.092 policy_loss=4.3 avg.policy_loss=2.2 delta=0.45 maxP=0.1 entropy=4.5
[AI] Модель сохранена. Ходов 33 ХэшХ 4274055914 ХэшO 3575380639 Rating -1810 | Loss: 4.4 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32593) CURRENT SCORE -> NX: 81 | NO: 8 | N-Draws: 0 Avg.Age, NNX/NNO: 17.5 / 19.1
[TREE TRAIN 2600] spread=0 avg.spread=1.4 childs=39363 direct=1 adaptiveK=1 value=-0.71 target=0.42 loss=2 value_loss=1.3 avg.value_loss=0.093 policy_loss=1.1 avg.policy_loss=2.2 delta=1.1 maxP=0.46 entropy=3
[TREE TRAIN 2800] spread=2.3 avg.spread=1.3 childs=47893 direct=6 adaptiveK=5 value=0.37 target=0.58 loss=1.6 value_loss=0.042 avg.value_loss=0.088 policy_loss=2.9 avg.policy_loss=2.2 delta=0.2 maxP=0.3 entropy=3
[RESTART] Reason: Neuro WON ( X  Count: 10 Rating: -29990) CURRENT SCORE -> Neuro: 30 (28%) | Legacy: 78 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.8 / 24.8 / 15.9 / 25.0
[TREE TRAIN 3000] spread=0 avg.spread=1.3 childs=28046 direct=1 adaptiveK=1 value=0.55 target=-0.23 loss=1.2 value_loss=0.61 avg.value_loss=0.085 policy_loss=1.5 avg.policy_loss=2.2 delta=0.78 maxP=0.37 entropy=2
[AI] Модель сохранена. Ходов 16 ХэшХ 1595881371 ХэшO 1143150942 Rating 984 | Loss: 1.2 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29994) CURRENT SCORE -> Neuro: 32 (27%) | Legacy: 87 | Draws: 0 Avg.Age, NX/NO/LX/LO: 20.6 / 23.5 / 15.6 / 24.5
[TREE TRAIN 3200] spread=1.9 avg.spread=1.3 childs=82399 direct=64 adaptiveK=6 value=0.13 target=0.49 loss=2.8 value_loss=0.13 avg.value_loss=0.097 policy_loss=2.8 avg.policy_loss=2.2 delta=0.36 maxP=0.11 entropy=3.9
[TREE TRAIN 3400] spread=3.1 avg.spread=1.4 childs=33828 direct=4 adaptiveK=4 value=0.55 target=0.68 loss=1.8 value_loss=0.018 avg.value_loss=0.10 policy_loss=3.4 avg.policy_loss=2.3 delta=0.13 maxP=0.26 entropy=3.3
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -32595) CURRENT SCORE -> NX: 112 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 18.3 / 26.4
[TREE TRAIN 3600] spread=4 avg.spread=1.4 childs=37271 direct=3 adaptiveK=3 value=0.4 target=-0.26 loss=1.8 value_loss=0.44 avg.value_loss=0.10 policy_loss=3.1 avg.policy_loss=2.3 delta=0.66 maxP=0.17 entropy=3.7
[AI] Модель сохранена. Ходов 14 ХэшХ 4151178161 ХэшO 1243236366 Rating 1113 | Loss: 1.8 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 11 Rating: 29991) CURRENT SCORE -> NX: 123 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 16.6 / 26.4
[TREE TRAIN 3800] spread=0.5 avg.spread=1.3 childs=3686816 direct=27 adaptiveK=6 value=-0.62 target=-0.46 loss=2.2 value_loss=0.024 avg.value_loss=0.094 policy_loss=2.2 avg.policy_loss=2.3 delta=0.16 maxP=0.33 entropy=3
[TREE TRAIN 4000] spread=1.2 avg.spread=1.3 childs=621048 direct=2 adaptiveK=2 value=0.69 target=0.7 loss=0.69 value_loss=6e-05 avg.value_loss=0.094 policy_loss=1.5 avg.policy_loss=2.3 delta=0.0078 maxP=0.37 entropy=2.5
[RESTART] Reason: Neuro WON ( X  Count: 12 Rating: -29992) CURRENT SCORE -> Neuro: 50 (32%) | Legacy: 104 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.6 / 21.4 / 15.8 / 25.5
[TREE TRAIN 4200] spread=4 avg.spread=1.3 childs=68836 direct=5 adaptiveK=5 value=0.0051 target=-0.037 loss=1.6 value_loss=0.0018 avg.value_loss=0.088 policy_loss=3.8 avg.policy_loss=2.3 delta=0.042 maxP=0.21 entropy=4
[AI] Модель сохранена. Ходов 26 ХэшХ 882060259 ХэшO 3127554650 Rating 151 | Loss: 1.6 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -32194) CURRENT SCORE -> Neuro: 54 (33%) | Legacy: 111 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.9 / 20.6 / 15.2 / 25.4
[TREE TRAIN 4400] spread=1.4 avg.spread=1.3 childs=153312 direct=4 adaptiveK=4 value=0.016 target=-0.041 loss=2.9 value_loss=0.0032 avg.value_loss=0.083 policy_loss=2.9 avg.policy_loss=2.3 delta=0.056 maxP=0.25 entropy=3.2
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -32595) CURRENT SCORE -> NX: 150 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 16.1 / 27.5
[TREE TRAIN 4600] spread=1.5 avg.spread=1.3 childs=1361305 direct=2 adaptiveK=2 value=0.41 target=0.56 loss=0.47 value_loss=0.025 avg.value_loss=0.094 policy_loss=0.91 avg.policy_loss=2.3 delta=0.16 maxP=0.71 entropy=1.7
[TREE TRAIN 4800] spread=4 avg.spread=1.3 childs=92151 direct=2 adaptiveK=2 value=-0.34 target=-0.81 loss=2.2 value_loss=0.22 avg.value_loss=0.096 policy_loss=2 avg.policy_loss=2.3 delta=0.47 maxP=0.2 entropy=2.8
[AI] Модель сохранена. Ходов 23 ХэшХ 887877046 ХэшO 2541421281 Rating 8523 | Loss: 2.2 | Avg.Loss: 1.8
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 32189) CURRENT SCORE -> NX: 159 | NO: 21 | N-Draws: 1 Avg.Age, NNX/NNO: 16.3 / 26.8
[TREE TRAIN 5000] spread=1.3 avg.spread=1.4 childs=168069 direct=3 adaptiveK=3 value=0.63 target=0.67 loss=0.48 value_loss=0.0014 avg.value_loss=0.089 policy_loss=0.96 avg.policy_loss=2.4 delta=0.037 maxP=0.73 entropy=1.7
[TREE TRAIN 5200] spread=0.77 avg.spread=1.4 childs=1425050 direct=32 adaptiveK=6 value=-0.43 target=-0.54 loss=2.1 value_loss=0.011 avg.value_loss=0.084 policy_loss=2.1 avg.policy_loss=2.4 delta=0.1 maxP=0.37 entropy=2.9
[RESTART] Reason: Legacy WON ( O  Count: 27 Rating: -29988) CURRENT SCORE -> Neuro: 69 (34%) | Legacy: 130 | Draws: 1 Avg.Age, NX/NO/LX/LO: 20.6 / 22.6 / 15.1 / 25.7
[TREE TRAIN 5400] spread=0.97 avg.spread=1.4 childs=147591 direct=4 adaptiveK=4 value=0.36 target=0.33 loss=1.2 value_loss=0.00084 avg.value_loss=0.076 policy_loss=2.7 avg.policy_loss=2.3 delta=0.029 maxP=0.31 entropy=3
[AI] Модель сохранена. Ходов 10 ХэшХ 8347547 ХэшO 20910 Rating -1496 | Loss: 1.2 | Avg.Loss: 1.8
[TREE TRAIN 5600] spread=0.16 avg.spread=1.4 childs=9643065 direct=27 adaptiveK=6 value=-0.69 target=-0.6 loss=2.8 value_loss=0.008 avg.value_loss=0.070 policy_loss=2.8 avg.policy_loss=2.3 delta=0.089 maxP=0.36 entropy=2.9
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29994) CURRENT SCORE -> Neuro: 69 (33%) | Legacy: 141 | Draws: 1 Avg.Age, NX/NO/LX/LO: 20.6 / 22.6 / 16.7 / 26.0
^[[1;2C[TREE TRAIN 5800] spread=0.53 avg.spread=1.3 childs=1324438 direct=2 adaptiveK=2 value=0.59 target=0.59 loss=0.96 value_loss=1.1e-05 avg.value_loss=0.066 policy_loss=2.2 avg.policy_loss=2.3 delta=0.0033 maxP=0.62 entropy=1.8
[TREE TRAIN 6000] spread=1.1 avg.spread=1.4 childs=1134312 direct=3 adaptiveK=3 value=0.47 target=0.61 loss=0.51 value_loss=0.02 avg.value_loss=0.072 policy_loss=0.99 avg.policy_loss=2.2 delta=0.14 maxP=0.87 entropy=0.9
[AI] Модель сохранена. Ходов 6 ХэшХ 221 ХэшO 230 Rating -3706 | Loss: 0.51 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -29992) CURRENT SCORE -> NX: 192 | NO: 23 | N-Draws: 1 Avg.Age, NNX/NNO: 16.7 / 27.0
[TREE TRAIN 6200] spread=4 avg.spread=1.5 childs=494404 direct=2 adaptiveK=2 value=-0.63 target=-0.61 loss=0.84 value_loss=0.00017 avg.value_loss=0.068 policy_loss=0.77 avg.policy_loss=2.1 delta=0.013 maxP=0.89 entropy=0.77
[RESTART] Reason: NO WON ( O  Count: 37 Rating: -32595) CURRENT SCORE -> NX: 201 | NO: 25 | N-Draws: 1 Avg.Age, NNX/NNO: 16.6 / 27.4
[TREE TRAIN 6400] spread=1.8 avg.spread=1.5 childs=15787042 direct=19 adaptiveK=5 value=0.47 target=0.6 loss=0.51 value_loss=0.016 avg.value_loss=0.074 policy_loss=0.99 avg.policy_loss=2.1 delta=0.13 maxP=0.68 entropy=1.8
[TREE TRAIN 6600] spread=1.8 avg.spread=1.5 childs=583614 direct=42 adaptiveK=5 value=0.5 target=0.57 loss=0.71 value_loss=0.0045 avg.value_loss=0.085 policy_loss=1.5 avg.policy_loss=2.1 delta=0.067 maxP=0.46 entropy=2.5
[AI] Модель сохранена. Ходов 8 ХэшХ 20033 ХэшO 160802 Rating -3228 | Loss: 0.71 | Avg.Loss: 1.6
[RESTART] Reason: Neuro WON ( X  Count: 10 Rating: -29994) CURRENT SCORE -> Neuro: 80 (33%) | Legacy: 165 | Draws: 1 Avg.Age, NX/NO/LX/LO: 19.1 / 22.4 / 16.5 / 26.0
[TREE TRAIN 6800] spread=2.5 avg.spread=1.5 childs=1165937 direct=4 adaptiveK=4 value=0.57 target=0.64 loss=0.79 value_loss=0.006 avg.value_loss=0.083 policy_loss=1.7 avg.policy_loss=2.1 delta=0.077 maxP=0.26 entropy=3.5
[TREE TRAIN 7000] spread=4 avg.spread=1.5 childs=1602886 direct=2 adaptiveK=2 value=-0.39 target=-0.53 loss=0.84 value_loss=0.02 avg.value_loss=0.078 policy_loss=0.76 avg.policy_loss=2.1 delta=0.14 maxP=0.83 entropy=1.2
[RESTART] Reason: Legacy WON ( X  Count: 27 Rating: 32594) CURRENT SCORE -> Neuro: 84 (33%) | Legacy: 172 | Draws: 1 Avg.Age, NX/NO/LX/LO: 19.1 / 24.8 / 16.9 / 27.1
[TREE TRAIN 7200] spread=4 avg.spread=1.6 childs=399348 direct=5 adaptiveK=5 value=-0.7 target=-0.7 loss=2.5 value_loss=1.7e-05 avg.value_loss=0.072 policy_loss=2.5 avg.policy_loss=2.0 delta=0.0041 maxP=0.55 entropy=2.3
[AI] Модель сохранена. Ходов 19 ХэшХ 1821648578 ХэшO 543494749 Rating 5081 | Loss: 2.5 | Avg.Loss: 1.6
[TREE TRAIN 7400] spread=4 avg.spread=1.5 childs=338043 direct=9 adaptiveK=5 value=0.48 target=0.94 loss=0.68 value_loss=0.21 avg.value_loss=0.063 policy_loss=1.1 avg.policy_loss=2.0 delta=0.46 maxP=0.54 entropy=2.3
[TREE TRAIN 7600] spread=0 avg.spread=1.5 childs=1536368 direct=1 adaptiveK=1 value=-0.25 target=-0.52 loss=0.88 value_loss=0.073 avg.value_loss=0.068 policy_loss=0.77 avg.policy_loss=2.0 delta=0.27 maxP=0.83 entropy=1.2
[RESTART] Reason: NO WON ( O  Count: 38 Rating: 29989) CURRENT SCORE -> NX: 228 | NO: 32 | N-Draws: 2 Avg.Age, NNX/NNO: 20.4 / 27.2
[TREE TRAIN 7800] spread=1.8 avg.spread=1.5 childs=107407 direct=6 adaptiveK=6 value=-0.11 target=0.26 loss=3.4 value_loss=0.13 avg.value_loss=0.077 policy_loss=3.3 avg.policy_loss=2.1 delta=0.37 maxP=0.36 entropy=3.2
[AI] Модель сохранена. Ходов 13 ХэшХ 20725914 ХэшO 216744995 Rating -1109 | Loss: 3.4 | Avg.Loss: 1.6
[TREE TRAIN 8000] spread=4 avg.spread=1.4 childs=130092 direct=2 adaptiveK=2 value=-0.24 target=-0.68 loss=3.8 value_loss=0.19 avg.value_loss=0.085 policy_loss=3.7 avg.policy_loss=2.1 delta=0.44 maxP=0.36 entropy=3.4
[RESTART] Reason: NX WON ( X  Count: 25 Rating: 29995) CURRENT SCORE -> NX: 236 | NO: 35 | N-Draws: 2 Avg.Age, NNX/NNO: 19.2 / 26.9
[TREE TRAIN 8200] spread=0.42 avg.spread=1.5 childs=108059 direct=3 adaptiveK=3 value=-0.4 target=-0.6 loss=5.7 value_loss=0.04 avg.value_loss=0.088 policy_loss=5.8 avg.policy_loss=2.2 delta=0.2 maxP=0.28 entropy=4
[TREE TRAIN 8400] spread=2.1 avg.spread=1.4 childs=4934936 direct=3 adaptiveK=3 value=0.66 target=0.64 loss=0.63 value_loss=0.00014 avg.value_loss=0.088 policy_loss=1.3 avg.policy_loss=2.2 delta=0.012 maxP=0.44 entropy=2
[AI] Модель сохранена. Ходов 6 ХэшХ 221 ХэшO 322 Rating -4150 | Loss: 0.63 | Avg.Loss: 1.6
[RESTART] Reason: Legacy WON ( O  Count: 28 Rating: 29991) CURRENT SCORE -> Neuro: 95 (33%) | Legacy: 195 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.7 / 26.9 / 19.5 / 27.4
[TREE TRAIN 8600] spread=0.21 avg.spread=1.5 childs=3152687 direct=4 adaptiveK=4 value=-0.78 target=-0.67 loss=2.6 value_loss=0.013 avg.value_loss=0.093 policy_loss=2.6 avg.policy_loss=2.1 delta=0.12 maxP=0.24 entropy=2.9
[TREE TRAIN 8800] spread=0.35 avg.spread=1.5 childs=11342662 direct=27 adaptiveK=6 value=-0.72 target=-0.67 loss=2.5 value_loss=0.0023 avg.value_loss=0.093 policy_loss=2.5 avg.policy_loss=2.1 delta=0.048 maxP=0.23 entropy=3.5
[RESTART] Reason: Legacy WON ( X  Count: 10 Rating: -32194) CURRENT SCORE -> Neuro: 100 (33%) | Legacy: 201 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.1 / 26.1 / 18.6 / 27.2
[TREE TRAIN 9000] spread=1.4 avg.spread=1.4 childs=35896789 direct=12 adaptiveK=6 value=-0.59 target=-0.45 loss=3 value_loss=0.018 avg.value_loss=0.088 policy_loss=3 avg.policy_loss=2.1 delta=0.14 maxP=0.28 entropy=3.5
[AI] Модель сохранена. Ходов 3 ХэшХ 2 ХэшO 13 Rating 2246 | Loss: 3 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -32593) CURRENT SCORE -> NX: 267 | NO: 39 | N-Draws: 2 Avg.Age, NNX/NNO: 16.6 / 27.0
[TREE TRAIN 9200] spread=1.5 avg.spread=1.4 childs=234434 direct=3 adaptiveK=3 value=0.72 target=0.68 loss=0.45 value_loss=0.0011 avg.value_loss=0.100 policy_loss=0.87 avg.policy_loss=2.2 delta=0.034 maxP=0.78 entropy=1.5
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32589) CURRENT SCORE -> NX: 277 | NO: 40 | N-Draws: 2 Avg.Age, NNX/NNO: 15.7 / 27.2
[TREE TRAIN 9400] spread=0 avg.spread=1.4 childs=108230 direct=1 adaptiveK=1 value=0.76 target=0.69 loss=0.44 value_loss=0.0048 avg.value_loss=0.095 policy_loss=0.83 avg.policy_loss=2.2 delta=0.069 maxP=0.87 entropy=0.81
[TREE TRAIN 9600] spread=0.66 avg.spread=1.4 childs=67905 direct=48 adaptiveK=6 value=-0.43 target=-0.47 loss=3.6 value_loss=0.0015 avg.value_loss=0.098 policy_loss=3.7 avg.policy_loss=2.2 delta=0.039 maxP=0.2 entropy=3.7
[AI] Модель сохранена. Ходов 11 ХэшХ 18155258 ХэшO 2635685 Rating 2374 | Loss: 3.6 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( O  Count: 16 Rating: 29989) CURRENT SCORE -> Neuro: 110 (33%) | Legacy: 226 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.8 / 26.0 / 16.2 / 28.5









Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29990) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 12.0 / 0
    Neuro vs Neuro mode activated!
[TREE TRAIN 200] spread=4 avg.spread=1.5 childs=113556 direct=9 adaptiveK=6 value=-0.44 target=0.83 loss=2.2 value_loss=1.6 avg.value_loss=0.075 policy_loss=1.1 avg.policy_loss=2.4 delta=1.3 maxP=0.54 entropy=2.4
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -32595) CURRENT SCORE -> Neuro: 7 (50%) | Legacy: 7 | Draws: 0 Avg.Age, NX/NO/LX/LO: 25.2 / 24.5 / 10.8 / 19.0
[TREE TRAIN 400] spread=0 avg.spread=1.5 childs=41717 direct=1 adaptiveK=1 value=0.71 target=0.77 loss=0.51 value_loss=0.0034 avg.value_loss=0.093 policy_loss=0.82 avg.policy_loss=2.3 delta=0.058 maxP=0.96 entropy=0.3
[TREE TRAIN 600] spread=4 avg.spread=1.6 childs=113743 direct=5 adaptiveK=5 value=0.39 target=0.54 loss=0.98 value_loss=0.023 avg.value_loss=0.081 policy_loss=2.2 avg.policy_loss=2.1 delta=0.15 maxP=0.3 entropy=3.1
[AI] Модель сохранена. Ходов 22 ХэшХ 205025599 ХэшO 1307728098 Rating -2961 | Loss: 0.98 | Avg.Loss: 1.6
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -17847) CURRENT SCORE -> Neuro: 11 (44%) | Legacy: 14 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.0 / 26.7 / 14.9 / 23.5
[TREE TRAIN 800] spread=0.54 avg.spread=1.6 childs=66110 direct=12 adaptiveK=6 value=0.37 target=0.4 loss=4.5 value_loss=0.00087 avg.value_loss=0.077 policy_loss=4.6 avg.policy_loss=2.0 delta=0.029 maxP=0.11 entropy=4.1
[TREE TRAIN 1000] spread=2 avg.spread=1.6 childs=42775 direct=9 adaptiveK=6 value=0.049 target=-0.68 loss=4.8 value_loss=0.53 avg.value_loss=0.091 policy_loss=4.6 avg.policy_loss=2.1 delta=0.73 maxP=0.08 entropy=4.3
[RESTART] Reason: NX WON ( X  Count: 30 Rating: -32196) CURRENT SCORE -> NX: 28 | NO: 6 | N-Draws: 0 Avg.Age, NNX/NNO: 17.1 / 34.7
[TREE TRAIN 1200] spread=4 avg.spread=1.6 childs=13183 direct=2 adaptiveK=2 value=0.12 target=0.27 loss=1.3 value_loss=0.024 avg.value_loss=0.091 policy_loss=2.5 avg.policy_loss=2.1 delta=0.15 maxP=0.49 entropy=2.1
[AI] Модель сохранена. Ходов 28 ХэшХ 2172579981 ХэшO 3057455402 Rating -1173 | Loss: 1.3 | Avg.Loss: 1.6
[TREE TRAIN 1400] spread=1.7 avg.spread=1.5 childs=553686 direct=4 adaptiveK=4 value=-0.34 target=-0.48 loss=1.2 value_loss=0.021 avg.value_loss=0.088 policy_loss=1.1 avg.policy_loss=2.1 delta=0.14 maxP=0.84 entropy=0.97
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -32595) CURRENT SCORE -> NX: 36 | NO: 9 | N-Draws: 0 Avg.Age, NNX/NNO: 16.6 / 30.8
[TREE TRAIN 1600] spread=1.6 avg.spread=1.5 childs=2413846 direct=2 adaptiveK=2 value=0.61 target=0.63 loss=0.44 value_loss=0.00034 avg.value_loss=0.080 policy_loss=0.85 avg.policy_loss=2.1 delta=0.019 maxP=0.82 entropy=0.98
[TREE TRAIN 1800] spread=0.72 avg.spread=1.5 childs=55131 direct=12 adaptiveK=6 value=0.25 target=0.077 loss=4.9 value_loss=0.029 avg.value_loss=0.089 policy_loss=5 avg.policy_loss=2.2 delta=0.17 maxP=0.2 entropy=4.1
[AI] Модель сохранена. Ходов 43 ХэшХ 3746681246 ХэшO 46377085 Rating -315 | Loss: 4.9 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( O  Count: 29 Rating: -29986) CURRENT SCORE -> Neuro: 24 (40%) | Legacy: 36 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.9 / 28.9 / 20.0 / 26.6
[TREE TRAIN 2000] spread=0 avg.spread=1.5 childs=1145962 direct=1 adaptiveK=1 value=-0.78 target=-0.61 loss=0.86 value_loss=0.029 avg.value_loss=0.090 policy_loss=0.77 avg.policy_loss=2.1 delta=0.17 maxP=0.86 entropy=0.93
[TREE TRAIN 2200] spread=0 avg.spread=1.6 childs=1191175 direct=1 adaptiveK=1 value=-0.51 target=-0.61 loss=0.81 value_loss=0.0086 avg.value_loss=0.083 policy_loss=0.73 avg.policy_loss=2.0 delta=0.093 maxP=0.89 entropy=0.85
[TREE TRAIN 2400] spread=4 avg.spread=1.7 childs=644213 direct=5 adaptiveK=5 value=0.38 target=0.54 loss=0.55 value_loss=0.025 avg.value_loss=0.071 policy_loss=1.1 avg.policy_loss=1.8 delta=0.16 maxP=0.75 entropy=1.3
[AI] Модель сохранена. Ходов 22 ХэшХ 205025599 ХэшO 1307728098 Rating -2961 | Loss: 0.55 | Avg.Loss: 1.4
[RESTART] Reason: Neuro WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> Neuro: 34 (48%) | Legacy: 37 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.7 / 30.1 / 20.0 / 26.5
[TREE TRAIN 2600] spread=0 avg.spread=1.7 childs=300328 direct=1 adaptiveK=1 value=-0.4 target=-0.47 loss=0.81 value_loss=0.004 avg.value_loss=0.061 policy_loss=0.74 avg.policy_loss=1.7 delta=0.063 maxP=0.88 entropy=0.9
[TREE TRAIN 2800] spread=0.78 avg.spread=1.7 childs=51783 direct=38 adaptiveK=6 value=-0.48 target=-0.54 loss=3.2 value_loss=0.0038 avg.value_loss=0.052 policy_loss=3.3 avg.policy_loss=1.6 delta=0.062 maxP=0.18 entropy=3.9
[TREE TRAIN 3000] spread=0.77 avg.spread=1.8 childs=2368254 direct=27 adaptiveK=6 value=-0.64 target=-0.61 loss=2 value_loss=0.00089 avg.value_loss=0.044 policy_loss=2 avg.policy_loss=1.6 delta=0.03 maxP=0.3 entropy=2.4
[AI] Модель сохранена. Ходов 5 ХэшХ 46 ХэшO 221 Rating 3661 | Loss: 2 | Avg.Loss: 1.2
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -32194) CURRENT SCORE -> NX: 48 | NO: 32 | N-Draws: 0 Avg.Age, NNX/NNO: 18.1 / 32.1
[TREE TRAIN 3200] spread=0.75 avg.spread=1.8 childs=273997 direct=32 adaptiveK=5 value=0.4 target=0.046 loss=1.4 value_loss=0.13 avg.value_loss=0.061 policy_loss=3 avg.policy_loss=1.7 delta=0.35 maxP=0.21 entropy=4
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29991) CURRENT SCORE -> NX: 58 | NO: 33 | N-Draws: 0 Avg.Age, NNX/NNO: 16.9 / 32.0
[TREE TRAIN 3400] spread=2.2 avg.spread=1.7 childs=170456 direct=4 adaptiveK=4 value=0.32 target=0.16 loss=1.2 value_loss=0.028 avg.value_loss=0.064 policy_loss=2.6 avg.policy_loss=1.9 delta=0.17 maxP=0.16 entropy=3.9
[TREE TRAIN 3600] spread=2.5 avg.spread=1.7 childs=482531 direct=43 adaptiveK=5 value=0.49 target=0.55 loss=0.57 value_loss=0.0039 avg.value_loss=0.065 policy_loss=1.2 avg.policy_loss=1.9 delta=0.062 maxP=0.54 entropy=2.2
[AI] Модель сохранена. Ходов 8 ХэшХ 20033 ХэшO 447638 Rating -3025 | Loss: 0.57 | Avg.Loss: 1.5
[RESTART] Reason: Legacy WON ( O  Count: 10 Rating: 29991) CURRENT SCORE -> Neuro: 47 (44%) | Legacy: 59 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.5 / 30.0 / 18.1 / 27.1
[TREE TRAIN 3800] spread=0.23 avg.spread=1.7 childs=7815202 direct=27 adaptiveK=6 value=-0.63 target=-0.6 loss=2.6 value_loss=0.0013 avg.value_loss=0.066 policy_loss=2.6 avg.policy_loss=1.9 delta=0.037 maxP=0.38 entropy=2.8
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -32194) CURRENT SCORE -> Neuro: 48 (41%) | Legacy: 69 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.4 / 30.0 / 18.1 / 25.7
[TREE TRAIN 4000] spread=0.85 avg.spread=1.6 childs=751487 direct=32 adaptiveK=6 value=-0.43 target=-0.54 loss=2.1 value_loss=0.011 avg.value_loss=0.074 policy_loss=2 avg.policy_loss=1.9 delta=0.11 maxP=0.4 entropy=2.6
[TREE TRAIN 4200] spread=2.8 avg.spread=1.6 childs=1706326 direct=17 adaptiveK=5 value=0.63 target=0.62 loss=0.59 value_loss=0.00012 avg.value_loss=0.093 policy_loss=1.2 avg.policy_loss=2.0 delta=0.011 maxP=0.75 entropy=1.4
[AI] Модель сохранена. Ходов 4 ХэшХ 13 ХэшO 6 Rating -3809 | Loss: 0.59 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 34 Rating: -29990) CURRENT SCORE -> NX: 87 | NO: 38 | N-Draws: 1 Avg.Age, NNX/NNO: 17.9 / 30.9
[TREE TRAIN 4400] spread=1.5 avg.spread=1.5 childs=258906 direct=6 adaptiveK=5 value=0.63 target=0.67 loss=1.5 value_loss=0.0012 avg.value_loss=0.10 policy_loss=3.5 avg.policy_loss=2.1 delta=0.034 maxP=0.058 entropy=4.3
[TREE TRAIN 4600] spread=4 avg.spread=1.5 childs=1709444 direct=6 adaptiveK=5 value=0.47 target=0.61 loss=0.53 value_loss=0.02 avg.value_loss=0.11 policy_loss=1 avg.policy_loss=2.1 delta=0.14 maxP=0.97 entropy=0.25
[TREE TRAIN 4800] spread=0 avg.spread=1.5 childs=98783 direct=1 adaptiveK=1 value=0.65 target=0.53 loss=0.44 value_loss=0.015 avg.value_loss=0.10 policy_loss=0.83 avg.policy_loss=2.1 delta=0.12 maxP=0.89 entropy=0.62
[AI] Модель сохранена. Ходов 12 ХэшХ 116702989 ХэшO 422816766 Rating -2842 | Loss: 0.44 | Avg.Loss: 1.6
[RESTART] Reason: NO WON ( O  Count: 48 Rating: 32189) CURRENT SCORE -> NX: 97 | NO: 39 | N-Draws: 1 Avg.Age, NNX/NNO: 19.4 / 31.4
[TREE TRAIN 5000] spread=4 avg.spread=1.5 childs=56295 direct=4 adaptiveK=4 value=0.42 target=0.8 loss=0.74 value_loss=0.15 avg.value_loss=0.094 policy_loss=1.4 avg.policy_loss=2.1 delta=0.38 maxP=0.4 entropy=2.8
[TREE TRAIN 5200] spread=1.8 avg.spread=1.4 childs=60136 direct=6 adaptiveK=5 value=0.36 target=0.38 loss=1.4 value_loss=0.00041 avg.value_loss=0.092 policy_loss=3.3 avg.policy_loss=2.1 delta=0.02 maxP=0.2 entropy=3.3
[RESTART] Reason: Neuro WON ( X  Count: 41 Rating: 29991) CURRENT SCORE -> Neuro: 57 (38%) | Legacy: 95 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.2 / 30.7 / 20.8 / 26.0
[TREE TRAIN 5400] spread=0.92 avg.spread=1.4 childs=266052 direct=6 adaptiveK=5 value=0.47 target=0.66 loss=1.3 value_loss=0.036 avg.value_loss=0.087 policy_loss=2.8 avg.policy_loss=2.2 delta=0.19 maxP=0.23 entropy=3.2
[AI] Модель сохранена. Ходов 28 ХэшХ 3351109699 ХэшO 2469846210 Rating -4331 | Loss: 1.3 | Avg.Loss: 1.6
[TREE TRAIN 5600] spread=4 avg.spread=1.4 childs=1860376 direct=2 adaptiveK=2 value=-0.54 target=-0.61 loss=0.85 value_loss=0.0051 avg.value_loss=0.093 policy_loss=0.77 avg.policy_loss=2.2 delta=0.071 maxP=0.78 entropy=1.6
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29990) CURRENT SCORE -> Neuro: 60 (37%) | Legacy: 103 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.4 / 29.9 / 19.9 / 26.1
[TREE TRAIN 5800] spread=0.82 avg.spread=1.4 childs=171903 direct=3 adaptiveK=3 value=-0.5 target=-0.61 loss=2 value_loss=0.011 avg.value_loss=0.086 policy_loss=1.9 avg.policy_loss=2.1 delta=0.11 maxP=0.33 entropy=3.3
[TREE TRAIN 6000] spread=0 avg.spread=1.4 childs=1205364 direct=1 adaptiveK=1 value=0.64 target=0.53 loss=0.44 value_loss=0.012 avg.value_loss=0.080 policy_loss=0.82 avg.policy_loss=2.0 delta=0.11 maxP=0.93 entropy=0.5
[AI] Модель сохранена. Ходов 14 ХэшХ 489855253 ХэшO 3137354534 Rating -2842 | Loss: 0.44 | Avg.Loss: 1.5
[RESTART] Reason: NO WON ( O  Count: 29 Rating: -32194) CURRENT SCORE -> NX: 125 | NO: 46 | N-Draws: 1 Avg.Age, NNX/NNO: 18.8 / 32.2
[TREE TRAIN 6200] spread=4 avg.spread=1.3 childs=199680 direct=5 adaptiveK=5 value=-0.19 target=0.18 loss=0.99 value_loss=0.14 avg.value_loss=0.075 policy_loss=0.83 avg.policy_loss=2.0 delta=0.37 maxP=0.8 entropy=1.2
[TREE TRAIN 6400] spread=0.75 avg.spread=1.3 childs=396601 direct=2 adaptiveK=2 value=0.24 target=0.34 loss=0.62 value_loss=0.01 avg.value_loss=0.078 policy_loss=1.3 avg.policy_loss=2.1 delta=0.1 maxP=0.58 entropy=2.3
[TREE TRAIN 6600] spread=0 avg.spread=1.4 childs=70495 direct=1 adaptiveK=1 value=0.12 target=0.13 loss=0.85 value_loss=0.0001 avg.value_loss=0.071 policy_loss=0.77 avg.policy_loss=2.0 delta=0.01 maxP=0.96 entropy=0.33
[AI] Модель сохранена. Ходов 31 ХэшХ 2301826710 ХэшO 2723855833 Rating -547 | Loss: 0.85 | Avg.Loss: 1.5
[RESTART] Reason: NO WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> NX: 128 | NO: 54 | N-Draws: 1 Avg.Age, NNX/NNO: 20.0 / 32.3
[TREE TRAIN 6800] spread=4 avg.spread=1.5 childs=672600 direct=4 adaptiveK=4 value=0.068 target=0.13 loss=0.9 value_loss=0.0041 avg.value_loss=0.062 policy_loss=0.83 avg.policy_loss=1.9 delta=0.064 maxP=0.82 entropy=1.1
[TREE TRAIN 7000] spread=4 avg.spread=1.6 childs=1947689 direct=2 adaptiveK=2 value=-0.68 target=-0.61 loss=0.8 value_loss=0.0046 avg.value_loss=0.053 policy_loss=0.72 avg.policy_loss=1.8 delta=0.068 maxP=0.88 entropy=0.97
[TREE TRAIN 7200] spread=2 avg.spread=1.6 childs=267421 direct=10 adaptiveK=5 value=0.031 target=0.53 loss=1 value_loss=0.24 avg.value_loss=0.051 policy_loss=1.9 avg.policy_loss=1.7 delta=0.49 maxP=0.24 entropy=3.5
[AI] Модель сохранена. Ходов 12 ХэшХ 3910621 ХэшO 3138405826 Rating -2823 | Loss: 1 | Avg.Loss: 1.3
[TREE TRAIN 7400] spread=4 avg.spread=1.7 childs=1668823 direct=2 adaptiveK=2 value=-0.69 target=-0.61 loss=0.78 value_loss=0.007 avg.value_loss=0.049 policy_loss=0.7 avg.policy_loss=1.6 delta=0.084 maxP=0.89 entropy=0.91
[RESTART] Reason: Legacy WON ( O  Count: 29 Rating: -32597) CURRENT SCORE -> Neuro: 81 (41%) | Legacy: 116 | Draws: 1 Avg.Age, NX/NO/LX/LO: 24.0 / 30.6 / 21.4 / 26.9
[TREE TRAIN 7600] spread=3 avg.spread=1.8 childs=3252063 direct=19 adaptiveK=5 value=0.65 target=0.61 loss=0.53 value_loss=0.0022 avg.value_loss=0.045 policy_loss=1.1 avg.policy_loss=1.5 delta=0.047 maxP=0.78 entropy=1.2
[TREE TRAIN 7800] spread=4 avg.spread=1.8 childs=2142864 direct=2 adaptiveK=2 value=-0.58 target=-0.61 loss=0.79 value_loss=0.00085 avg.value_loss=0.038 policy_loss=0.71 avg.policy_loss=1.5 delta=0.029 maxP=0.88 entropy=0.94
[AI] Модель сохранена. Ходов 13 ХэшХ 63799010 ХэшO 1571349559 Rating 3661 | Loss: 0.79 | Avg.Loss: 1.1
[RESTART] Reason: Neuro WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> Neuro: 89 (43%) | Legacy: 119 | Draws: 1 Avg.Age, NX/NO/LX/LO: 23.2 / 30.9 / 21.4 / 26.3
[TREE TRAIN 8000] spread=4 avg.spread=1.9 childs=230725 direct=4 adaptiveK=4 value=-0.18 target=-0.13 loss=0.42 value_loss=0.002 avg.value_loss=0.032 policy_loss=0.78 avg.policy_loss=1.4 delta=0.045 maxP=0.88 entropy=0.93
[TREE TRAIN 8200] spread=1.5 avg.spread=1.9 childs=1772057 direct=6 adaptiveK=5 value=0.64 target=0.61 loss=0.63 value_loss=0.0014 avg.value_loss=0.027 policy_loss=1.3 avg.policy_loss=1.3 delta=0.038 maxP=0.73 entropy=1.5
[TREE TRAIN 8400] spread=1.7 avg.spread=1.9 childs=1869885 direct=7 adaptiveK=5 value=0.58 target=0.61 loss=0.58 value_loss=0.00084 avg.value_loss=0.025 policy_loss=1.2 avg.policy_loss=1.3 delta=0.029 maxP=0.76 entropy=1.3
[AI] Модель сохранена. Ходов 16 ХэшХ 1888744891 ХэшO 3736468850 Rating -3661 | Loss: 0.58 | Avg.Loss: 0.97
[RESTART] Reason: NO WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> NX: 129 | NO: 88 | N-Draws: 1 Avg.Age, NNX/NNO: 19.8 / 31.8
[TREE TRAIN 8600] spread=4 avg.spread=1.9 childs=1060426 direct=5 adaptiveK=5 value=0.51 target=0.54 loss=0.5 value_loss=0.0012 avg.value_loss=0.023 policy_loss=1 avg.policy_loss=1.3 delta=0.035 maxP=0.81 entropy=1
[TREE TRAIN 8800] spread=1.6 avg.spread=1.9 childs=697865 direct=4 adaptiveK=4 value=-0.15 target=-0.13 loss=0.5 value_loss=0.00025 avg.value_loss=0.022 policy_loss=1 avg.policy_loss=1.3 delta=0.016 maxP=0.81 entropy=1.2
[TREE TRAIN 9000] spread=1.6 avg.spread=1.9 childs=708383 direct=4 adaptiveK=4 value=-0.05 target=-0.13 loss=0.51 value_loss=0.0068 avg.value_loss=0.023 policy_loss=1 avg.policy_loss=1.3 delta=0.082 maxP=0.85 entropy=1.1
[AI] Модель сохранена. Ходов 28 ХэшХ 2743992835 ХэшO 2465597630 Rating 547 | Loss: 0.51 | Avg.Loss: 0.99
[RESTART] Reason: NO WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> NX: 130 | NO: 98 | N-Draws: 1 Avg.Age, NNX/NNO: 19.5 / 31.5
[TREE TRAIN 9200] spread=1.4 avg.spread=1.9 childs=1753653 direct=7 adaptiveK=5 value=0.56 target=0.61 loss=0.76 value_loss=0.0024 avg.value_loss=0.026 policy_loss=1.6 avg.policy_loss=1.3 delta=0.049 maxP=0.52 entropy=1.9
[TREE TRAIN 9400] spread=4 avg.spread=1.9 childs=170036 direct=1 adaptiveK=2 value=-0.2 target=-0.55 loss=1 value_loss=0.12 avg.value_loss=0.035 policy_loss=0.85 avg.policy_loss=1.5 delta=0.35 maxP=0.96 entropy=0.28
[RESTART] Reason: Legacy WON ( O  Count: 29 Rating: -32595) CURRENT SCORE -> Neuro: 107 (44%) | Legacy: 136 | Draws: 1 Avg.Age, NX/NO/LX/LO: 23.4 / 31.3 / 22.0 / 25.4
[TREE TRAIN 9600] spread=4 avg.spread=1.9 childs=13663 direct=4 adaptiveK=4 value=0.14 target=0.0093 loss=2.6 value_loss=0.016 avg.value_loss=0.041 policy_loss=5.1 avg.policy_loss=1.5 delta=0.13 maxP=0.095 entropy=4.5
[AI] Модель сохранена. Ходов 28 ХэшХ 2992774777 ХэшO 3187990378 Rating -38 | Loss: 2.6 | Avg.Loss: 1.1
[TREE TRAIN 9800] spread=1.7 avg.spread=1.9 childs=2110253 direct=7 adaptiveK=5 value=0.61 target=0.61 loss=0.58 value_loss=1.1e-05 avg.value_loss=0.043 policy_loss=1.2 avg.policy_loss=1.5 delta=0.0034 maxP=0.77 entropy=1.2
[TREE TRAIN 10000] spread=1.6 avg.spread=1.9 childs=821007 direct=4 adaptiveK=4 value=-0.11 target=-0.13 loss=0.49 value_loss=0.00036 avg.value_loss=0.040 policy_loss=0.99 avg.policy_loss=1.4 delta=0.019 maxP=0.83 entropy=1.1
[RESTART] Reason: Neuro WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> Neuro: 116 (45%) | Legacy: 138 | Draws: 1 Avg.Age, NX/NO/LX/LO: 23.7 / 31.4 / 22.0 / 25.6
[TREE TRAIN 10200] spread=0 avg.spread=1.9 childs=55782 direct=1 adaptiveK=1 value=-0.055 target=-0.075 loss=1.1 value_loss=0.0004 avg.value_loss=0.038 policy_loss=1.1 avg.policy_loss=1.4 delta=0.02 maxP=0.56 entropy=2.1
[AI] Модель сохранена. Ходов 19 ХэшХ 1284153738 ХэшO 2795958989 Rating 307 | Loss: 1.1 | Avg.Loss: 1.1
[TREE TRAIN 10400] spread=2 avg.spread=1.9 childs=46896 direct=5 adaptiveK=5 value=0.21 target=0.072 loss=1.8 value_loss=0.018 avg.value_loss=0.033 policy_loss=3.4 avg.policy_loss=1.4 delta=0.13 maxP=0.1 entropy=4.5
[TREE TRAIN 10600] spread=4 avg.spread=1.9 childs=19614 direct=2 adaptiveK=2 value=-0.48 target=-0.82 loss=1.2 value_loss=0.11 avg.value_loss=0.031 policy_loss=1.1 avg.policy_loss=1.4 delta=0.34 maxP=0.7 entropy=0.87
[RESTART] Reason: NO WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> NX: 137 | NO: 125 | N-Draws: 2 Avg.Age, NNX/NNO: 18.9 / 31.8
[TREE TRAIN 10800] spread=0 avg.spread=2.0 childs=2945442 direct=1 adaptiveK=1 value=-0.58 target=-0.61 loss=0.77 value_loss=0.00053 avg.value_loss=0.030 policy_loss=0.7 avg.policy_loss=1.4 delta=0.023 maxP=0.89 entropy=0.89
[AI] Модель сохранена. Ходов 11 ХэшХ 382030 ХэшO 42468907 Rating 3661 | Loss: 0.77 | Avg.Loss: 1.0
[TREE TRAIN 11000] spread=4 avg.spread=2.0 childs=2990618 direct=6 adaptiveK=5 value=0.65 target=0.61 loss=0.45 value_loss=0.0022 avg.value_loss=0.029 policy_loss=0.87 avg.policy_loss=1.4 delta=0.047 maxP=0.85 entropy=1.1
[TREE TRAIN 11200] spread=3 avg.spread=1.9 childs=3270307 direct=4 adaptiveK=4 value=0.62 target=0.61 loss=0.44 value_loss=0.00016 avg.value_loss=0.044 policy_loss=0.85 avg.policy_loss=1.5 delta=0.012 maxP=0.83 entropy=1.3
[RESTART] Reason: NO WON ( O  Count: 32 Rating: 29991) CURRENT SCORE -> NX: 141 | NO: 132 | N-Draws: 2 Avg.Age, NNX/NNO: 19.9 / 31.9
[TREE TRAIN 11400] spread=4 avg.spread=1.9 childs=379560 direct=4 adaptiveK=4 value=-0.084 target=-0.13 loss=0.39 value_loss=0.0023 avg.value_loss=0.044 policy_loss=0.73 avg.policy_loss=1.4 delta=0.048 maxP=0.92 entropy=0.68
[AI] Модель сохранена. Ходов 30 ХэшХ 833545043 ХэшO 2301826710 Rating 547 | Loss: 0.39 | Avg.Loss: 1.1



 ******  86200 итераций всего
 
 
 
 Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29988) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 16.0 / 0
[TREE TRAIN 200] spread=2.2 avg.spread=1.5 childs=106869 direct=5 adaptiveK=5 value=-0.19 target=-0.34 loss=1.2 value_loss=0.022 avg.value_loss=0.12 policy_loss=1.1 avg.policy_loss=2.6 delta=0.15 maxP=0.6 entropy=2.2
    Neuro vs Neuro mode activated!
[RESTART] Reason: Neuro WON ( X  Count: 20 Rating: -29994) CURRENT SCORE -> Neuro: 5 (26%) | Legacy: 14 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.7 / 25.5 / 16.6 / 27.2
[TREE TRAIN 400] spread=0 avg.spread=1.4 childs=33752 direct=1 adaptiveK=1 value=-0.048 target=-0.61 loss=2.2 value_loss=0.32 avg.value_loss=0.14 policy_loss=3.9 avg.policy_loss=2.5 delta=0.56 maxP=0.15 entropy=4.4
[TREE TRAIN 600] spread=1.7 avg.spread=1.4 childs=190026 direct=16 adaptiveK=5 value=0.61 target=0.56 loss=0.55 value_loss=0.0022 avg.value_loss=0.11 policy_loss=1.1 avg.policy_loss=2.3 delta=0.047 maxP=0.78 entropy=0.93
[AI] Модель сохранена. Ходов 4 ХэшХ 2 ХэшO 39 Rating -3147 | Loss: 0.55 | Avg.Loss: 1.8
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -29992) CURRENT SCORE -> Neuro: 7 (23%) | Legacy: 23 | Draws: 0 Avg.Age, NX/NO/LX/LO: 18.8 / 25.5 / 15.1 / 28.6
[TREE TRAIN 800] spread=1.2 avg.spread=1.4 childs=1001322 direct=19 adaptiveK=5 value=0.38 target=0.39 loss=0.7 value_loss=8.8e-05 avg.value_loss=0.098 policy_loss=1.5 avg.policy_loss=2.2 delta=0.0094 maxP=0.84 entropy=1
[RESTART] Reason: NO WON ( O  Count: 11 Rating: -29994) CURRENT SCORE -> NX: 24 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 16.9 / 19.0
[TREE TRAIN 1000] spread=1.5 avg.spread=1.4 childs=75210 direct=5 adaptiveK=5 value=0.031 target=-0.55 loss=2.3 value_loss=0.33 avg.value_loss=0.10 policy_loss=2 avg.policy_loss=2.2 delta=0.58 maxP=0.51 entropy=1.8
[TREE TRAIN 1200] spread=1.8 avg.spread=1.4 childs=2344157 direct=19 adaptiveK=5 value=0.53 target=0.55 loss=0.72 value_loss=0.00024 avg.value_loss=0.10 policy_loss=1.6 avg.policy_loss=2.2 delta=0.015 maxP=0.35 entropy=2.6
[AI] Модель сохранена. Ходов 4 ХэшХ 13 ХэшO 86 Rating -3017 | Loss: 0.72 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29993) CURRENT SCORE -> NX: 31 | NO: 9 | N-Draws: 0 Avg.Age, NNX/NNO: 16.0 / 25.7
[TREE TRAIN 1400] spread=3 avg.spread=1.4 childs=2365992 direct=19 adaptiveK=5 value=0.49 target=0.56 loss=0.54 value_loss=0.0048 avg.value_loss=0.096 policy_loss=1.1 avg.policy_loss=2.2 delta=0.069 maxP=0.81 entropy=0.84
[RESTART] Reason: Neuro WON ( X  Count: 13 Rating: 29987) CURRENT SCORE -> Neuro: 18 (28%) | Legacy: 47 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.1 / 21.3 / 15.8 / 25.8
[TREE TRAIN 1600] spread=0.38 avg.spread=1.4 childs=1553723 direct=27 adaptiveK=6 value=-0.61 target=-0.5 loss=2.6 value_loss=0.013 avg.value_loss=0.087 policy_loss=2.6 avg.policy_loss=2.1 delta=0.11 maxP=0.2 entropy=3.5
[RESTART] Reason: Neuro WON ( O  Count: 11 Rating: -29996) CURRENT SCORE -> Neuro: 24 (32%) | Legacy: 52 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.7 / 22.4 / 15.3 / 25.9
[TREE TRAIN 1800] spread=0 avg.spread=1.4 childs=187913 direct=1 adaptiveK=1 value=-0.05 target=-0.25 loss=0.45 value_loss=0.038 avg.value_loss=0.086 policy_loss=0.82 avg.policy_loss=2.1 delta=0.2 maxP=0.83 entropy=1.1
[AI] Модель сохранена. Ходов 20 ХэшХ 2858909263 ХэшO 4208112610 Rating 1055 | Loss: 0.45 | Avg.Loss: 1.7
[TREE TRAIN 2000] spread=2.4 avg.spread=1.4 childs=160882 direct=5 adaptiveK=5 value=0.062 target=0.053 loss=0.57 value_loss=8.5e-05 avg.value_loss=0.083 policy_loss=1.2 avg.policy_loss=2.1 delta=0.0092 maxP=0.51 entropy=2.7
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29988) CURRENT SCORE -> NX: 64 | NO: 11 | N-Draws: 0 Avg.Age, NNX/NNO: 14.6 / 24.3
[TREE TRAIN 2200] spread=0 avg.spread=1.4 childs=307557 direct=1 adaptiveK=1 value=0.2 target=0.093 loss=1 value_loss=0.012 avg.value_loss=0.079 policy_loss=0.94 avg.policy_loss=2.2 delta=0.11 maxP=0.64 entropy=1.9
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29982) CURRENT SCORE -> NX: 74 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 16.8 / 24.7
[TREE TRAIN 2400] spread=0 avg.spread=1.5 childs=38521 direct=1 adaptiveK=1 value=0.77 target=0.67 loss=0.54 value_loss=0.0093 avg.value_loss=0.080 policy_loss=0.86 avg.policy_loss=2.2 delta=0.096 maxP=0.79 entropy=1.1
[AI] Модель сохранена. Ходов 10 ХэшХ 750737 ХэшO 10010290 Rating -4547 | Loss: 0.54 | Avg.Loss: 1.6
[TREE TRAIN 2600] spread=1.2 avg.spread=1.5 childs=224308 direct=44 adaptiveK=5 value=0.2 target=0.46 loss=1.2 value_loss=0.066 avg.value_loss=0.082 policy_loss=2.7 avg.policy_loss=2.3 delta=0.26 maxP=0.31 entropy=3
[TREE TRAIN 2800] spread=0 avg.spread=1.5 childs=151905 direct=1 adaptiveK=1 value=-0.1 target=-0.8 loss=1.2 value_loss=0.49 avg.value_loss=0.11 policy_loss=0.86 avg.policy_loss=2.3 delta=0.7 maxP=0.97 entropy=0.21
[RESTART] Reason: Neuro WON ( X  Count: 18 Rating: -29992) CURRENT SCORE -> Neuro: 41 (37%) | Legacy: 70 | Draws: 0 Avg.Age, NX/NO/LX/LO: 21.7 / 22.8 / 15.8 / 25.9
[TREE TRAIN 3000] spread=0.65 avg.spread=1.4 childs=57575 direct=9 adaptiveK=6 value=0.14 target=0.63 loss=3.6 value_loss=0.24 avg.value_loss=0.11 policy_loss=3.4 avg.policy_loss=2.3 delta=0.49 maxP=0.2 entropy=3.8
[AI] Модель сохранена. Ходов 21 ХэшХ 2921515794 ХэшO 1493975381 Rating -3918 | Loss: 3.6 | Avg.Loss: 1.8
[TREE TRAIN 3200] spread=0.077 avg.spread=1.4 childs=68585 direct=2 adaptiveK=2 value=0.018 target=-0.12 loss=1.1 value_loss=0.019 avg.value_loss=0.11 policy_loss=2.6 avg.policy_loss=2.4 delta=0.14 maxP=0.87 entropy=0.84
[TREE TRAIN 3400] spread=1.9 avg.spread=1.3 childs=67900 direct=6 adaptiveK=6 value=0.2 target=0.63 loss=2.4 value_loss=0.18 avg.value_loss=0.11 policy_loss=2.3 avg.policy_loss=2.5 delta=0.43 maxP=0.16 entropy=3.9
[RESTART] Reason: Neuro WON ( O  Count: 43 Rating: -32188) CURRENT SCORE -> Neuro: 45 (37%) | Legacy: 76 | Draws: 1 Avg.Age, NX/NO/LX/LO: 21.7 / 26.4 / 15.9 / 26.9
[TREE TRAIN 3600] spread=0.96 avg.spread=1.3 childs=365142 direct=4 adaptiveK=4 value=0.29 target=-0.048 loss=1 value_loss=0.12 avg.value_loss=0.11 policy_loss=2.2 avg.policy_loss=2.5 delta=0.34 maxP=0.21 entropy=3.4
[AI] Модель сохранена. Ходов 16 ХэшХ 2757339903 ХэшO 3050642294 Rating 196 | Loss: 1 | Avg.Loss: 1.9
[TREE TRAIN 3800] spread=0.016 avg.spread=1.3 childs=444911 direct=2 adaptiveK=2 value=-0.49 target=-0.49 loss=1.4 value_loss=1.7e-05 avg.value_loss=0.11 policy_loss=1.4 avg.policy_loss=2.4 delta=0.0042 maxP=0.48 entropy=1.6
[RESTART] Reason: NO WON ( O  Count: 27 Rating: -29990) CURRENT SCORE -> NX: 92 | NO: 28 | N-Draws: 1 Avg.Age, NNX/NNO: 18.8 / 25.9
[TREE TRAIN 4000] spread=0 avg.spread=1.3 childs=123762 direct=1 adaptiveK=1 value=-0.49 target=-0.57 loss=0.83 value_loss=0.0074 avg.value_loss=0.10 policy_loss=0.74 avg.policy_loss=2.3 delta=0.086 maxP=0.9 entropy=0.74
[TREE TRAIN 4200] spread=0.35 avg.spread=1.3 childs=27808 direct=2 adaptiveK=2 value=0.21 target=0.33 loss=1.3 value_loss=0.015 avg.value_loss=0.10 policy_loss=1.2 avg.policy_loss=2.3 delta=0.12 maxP=0.72 entropy=1.6
[AI] Модель сохранена. Ходов 21 ХэшХ 352168146 ХэшO 1595268665 Rating -1504 | Loss: 1.3 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29990) CURRENT SCORE -> NX: 101 | NO: 30 | N-Draws: 1 Avg.Age, NNX/NNO: 18.6 / 25.3
[TREE TRAIN 4400] spread=2.4 avg.spread=1.3 childs=68704 direct=4 adaptiveK=4 value=0.29 target=0.39 loss=0.69 value_loss=0.0098 avg.value_loss=0.098 policy_loss=1.4 avg.policy_loss=2.3 delta=0.099 maxP=0.38 entropy=3.1
[TREE TRAIN 4600] spread=0.2 avg.spread=1.2 childs=4692036 direct=4 adaptiveK=4 value=0.18 target=0.18 loss=1.2 value_loss=2.6e-05 avg.value_loss=0.10 policy_loss=2.8 avg.policy_loss=2.3 delta=0.0051 maxP=0.16 entropy=3.5
[RESTART] Reason: Legacy WON ( O  Count: 33 Rating: -29990) CURRENT SCORE -> Neuro: 57 (36%) | Legacy: 98 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.6 / 27.7 / 17.2 / 28.3
[TREE TRAIN 4800] spread=0 avg.spread=1.2 childs=106488 direct=1 adaptiveK=1 value=0.32 target=0.63 loss=0.49 value_loss=0.099 avg.value_loss=0.11 policy_loss=0.8 avg.policy_loss=2.3 delta=0.31 maxP=0.92 entropy=0.56
[AI] Модель сохранена. Ходов 20 ХэшХ 4180508213 ХэшO 1264271198 Rating -3962 | Loss: 0.49 | Avg.Loss: 1.8
[TREE TRAIN 5000] spread=1.2 avg.spread=1.3 childs=11209995 direct=37 adaptiveK=5 value=0.46 target=0.45 loss=0.6 value_loss=0.00018 avg.value_loss=0.10 policy_loss=1.2 avg.policy_loss=2.3 delta=0.013 maxP=0.63 entropy=1.8
[TREE TRAIN 5200] spread=1.4 avg.spread=1.3 childs=12143546 direct=17 adaptiveK=5 value=0.45 target=0.44 loss=0.57 value_loss=4.7e-05 avg.value_loss=0.091 policy_loss=1.2 avg.policy_loss=2.2 delta=0.0069 maxP=0.78 entropy=1.4
[RESTART] Reason: Legacy WON ( X  Count: 18 Rating: -29992) CURRENT SCORE -> Neuro: 60 (36%) | Legacy: 106 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.7 / 28.0 / 19.2 / 29.1
[TREE TRAIN 5400] spread=0 avg.spread=1.3 childs=20829 direct=1 adaptiveK=1 value=-0.13 target=0.83 loss=3 value_loss=0.92 avg.value_loss=0.087 policy_loss=4.9 avg.policy_loss=2.2 delta=0.96 maxP=0.32 entropy=3.6
[AI] Модель сохранена. Ходов 24 ХэшХ 899811009 ХэшO 3817137958 Rating -9671 | Loss: 3 | Avg.Loss: 1.7
[TREE TRAIN 5600] spread=3 avg.spread=1.3 childs=1156531 direct=3 adaptiveK=3 value=0.27 target=0.52 loss=0.54 value_loss=0.063 avg.value_loss=0.092 policy_loss=0.97 avg.policy_loss=2.2 delta=0.25 maxP=0.76 entropy=1.1
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29994) CURRENT SCORE -> NX: 131 | NO: 35 | N-Draws: 1 Avg.Age, NNX/NNO: 21.6 / 26.3
[TREE TRAIN 5800] spread=2.3 avg.spread=1.3 childs=3248566 direct=19 adaptiveK=5 value=0.51 target=0.54 loss=0.54 value_loss=0.0014 avg.value_loss=0.093 policy_loss=1.1 avg.policy_loss=2.2 delta=0.037 maxP=0.78 entropy=1.2
[TREE TRAIN 6000] spread=0 avg.spread=1.3 childs=63839 direct=1 adaptiveK=1 value=-0.18 target=-0.53 loss=1.6 value_loss=0.12 avg.value_loss=0.087 policy_loss=3.7 avg.policy_loss=2.2 delta=0.35 maxP=0.22 entropy=3.7
[AI] Модель сохранена. Ходов 46 ХэшХ 430729649 ХэшO 667181034 Rating 2861 | Loss: 1.6 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 33 Rating: 29989) CURRENT SCORE -> NX: 137 | NO: 40 | N-Draws: 1 Avg.Age, NNX/NNO: 21.6 / 28.0
[TREE TRAIN 6200] spread=0.23 avg.spread=1.3 childs=139560 direct=3 adaptiveK=3 value=-0.049 target=-0.12 loss=1.5 value_loss=0.0049 avg.value_loss=0.088 policy_loss=3.5 avg.policy_loss=2.2 delta=0.07 maxP=0.084 entropy=4.6
[TREE TRAIN 6400] spread=1.2 avg.spread=1.3 childs=2165688 direct=3 adaptiveK=3 value=0.34 target=0.48 loss=0.53 value_loss=0.02 avg.value_loss=0.083 policy_loss=1 avg.policy_loss=2.2 delta=0.14 maxP=0.73 entropy=1.4
[TREE TRAIN 6600] spread=0 avg.spread=1.2 childs=227306 direct=1 adaptiveK=1 value=-0.025 target=-0.028 loss=0.92 value_loss=6e-06 avg.value_loss=0.079 policy_loss=0.84 avg.policy_loss=2.2 delta=0.0025 maxP=0.98 entropy=0.19
[AI] Модель сохранена. Ходов 27 ХэшХ 278614134 ХэшO 3604184089 Rating 114 | Loss: 0.92 | Avg.Loss: 1.7
[RESTART] Reason: Neuro WON ( X  Count: 18 Rating: -29996) CURRENT SCORE -> Neuro: 72 (35%) | Legacy: 128 | Draws: 3 Avg.Age, NX/NO/LX/LO: 20.1 / 28.0 / 20.0 / 27.7
[TREE TRAIN 6800] spread=1.7 avg.spread=1.3 childs=22110327 direct=19 adaptiveK=5 value=0.47 target=0.54 loss=0.51 value_loss=0.005 avg.value_loss=0.089 policy_loss=0.98 avg.policy_loss=2.2 delta=0.071 maxP=0.88 entropy=0.71
[RESTART] Reason: Neuro WON ( O  Count: 31 Rating: -16682) CURRENT SCORE -> Neuro: 78 (36%) | Legacy: 133 | Draws: 3 Avg.Age, NX/NO/LX/LO: 20.1 / 26.9 / 19.4 / 27.0
[TREE TRAIN 7000] spread=0.73 avg.spread=1.3 childs=1113778 direct=3 adaptiveK=3 value=0.69 target=0.57 loss=0.83 value_loss=0.014 avg.value_loss=0.084 policy_loss=1.8 avg.policy_loss=2.1 delta=0.12 maxP=0.3 entropy=2.9
[TREE TRAIN 7200] spread=0.61 avg.spread=1.2 childs=3775365 direct=3 adaptiveK=3 value=-0.68 target=-0.6 loss=1.5 value_loss=0.0058 avg.value_loss=0.075 policy_loss=1.5 avg.policy_loss=2.1 delta=0.076 maxP=0.58 entropy=1.7
[AI] Модель сохранена. Ходов 7 ХэшХ 246 ХэшO 19591 Rating 3612 | Loss: 1.5 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29990) CURRENT SCORE -> NX: 164 | NO: 47 | N-Draws: 2 Avg.Age, NNX/NNO: 19.3 / 28.1
[TREE TRAIN 7400] spread=0.099 avg.spread=1.2 childs=23592 direct=2 adaptiveK=2 value=-0.57 target=-0.49 loss=2.2 value_loss=0.0067 avg.value_loss=0.075 policy_loss=2.2 avg.policy_loss=2.0 delta=0.082 maxP=0.26 entropy=3.4
[TREE TRAIN 7600] spread=0.82 avg.spread=1.3 childs=451814 direct=2 adaptiveK=2 value=0.73 target=0.61 loss=0.51 value_loss=0.015 avg.value_loss=0.068 policy_loss=0.98 avg.policy_loss=2.0 delta=0.12 maxP=0.77 entropy=1.3
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29994) CURRENT SCORE -> NX: 173 | NO: 49 | N-Draws: 2 Avg.Age, NNX/NNO: 19.6 / 27.7
[TREE TRAIN 7800] spread=0 avg.spread=1.3 childs=984206 direct=1 adaptiveK=1 value=-0.39 target=-0.6 loss=0.82 value_loss=0.045 avg.value_loss=0.075 policy_loss=0.71 avg.policy_loss=2.0 delta=0.21 maxP=0.9 entropy=0.84
[AI] Модель сохранена. Ходов 9 ХэшХ 187862 ХэшO 10643347 Rating 3577 | Loss: 0.82 | Avg.Loss: 1.5
[TREE TRAIN 8000] spread=2 avg.spread=1.3 childs=292513 direct=3 adaptiveK=3 value=-0.0085 target=0.49 loss=1.5 value_loss=0.25 avg.value_loss=0.078 policy_loss=3.2 avg.policy_loss=2.0 delta=0.5 maxP=0.27 entropy=3.6
[RESTART] Reason: Neuro WON ( X  Count: 46 Rating: -32593) CURRENT SCORE -> Neuro: 94 (38%) | Legacy: 152 | Draws: 3 Avg.Age, NX/NO/LX/LO: 21.6 / 27.7 / 20.3 / 28.0
[TREE TRAIN 8200] spread=0.5 avg.spread=1.3 childs=144856 direct=2 adaptiveK=2 value=0.77 target=0.64 loss=0.59 value_loss=0.016 avg.value_loss=0.081 policy_loss=1.2 avg.policy_loss=2.0 delta=0.13 maxP=0.94 entropy=0.36
[TREE TRAIN 8400] spread=4 avg.spread=1.4 childs=1007556 direct=7 adaptiveK=5 value=0.64 target=0.52 loss=0.46 value_loss=0.012 avg.value_loss=0.082 policy_loss=0.86 avg.policy_loss=2.0 delta=0.11 maxP=0.88 entropy=0.79
[AI] Модель сохранена. Ходов 14 ХэшХ 308939059 ХэшO 1423741426 Rating -2811 | Loss: 0.46 | Avg.Loss: 1.5
[RESTART] Reason: Legacy WON ( X  Count: 12 Rating: -32595) CURRENT SCORE -> Neuro: 96 (37%) | Legacy: 161 | Draws: 3 Avg.Age, NX/NO/LX/LO: 21.6 / 28.2 / 19.1 / 28.4
[TREE TRAIN 8600] spread=0 avg.spread=1.4 childs=300153 direct=1 adaptiveK=1 value=0.24 target=0.45 loss=0.56 value_loss=0.043 avg.value_loss=0.087 policy_loss=1.1 avg.policy_loss=2.0 delta=0.21 maxP=0.73 entropy=0.98
[TREE TRAIN 8800] spread=0.51 avg.spread=1.4 childs=97760 direct=8 adaptiveK=5 value=-0.0067 target=-0.058 loss=1.7 value_loss=0.0027 avg.value_loss=0.084 policy_loss=3.9 avg.policy_loss=2.0 delta=0.052 maxP=0.15 entropy=4
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -32595) CURRENT SCORE -> NX: 207 | NO: 50 | N-Draws: 2 Avg.Age, NNX/NNO: 19.0 / 27.7
[TREE TRAIN 9000] spread=1.7 avg.spread=1.4 childs=163789 direct=5 adaptiveK=5 value=0.49 target=0.36 loss=1.4 value_loss=0.016 avg.value_loss=0.079 policy_loss=3.1 avg.policy_loss=2.0 delta=0.13 maxP=0.21 entropy=3.4
[AI] Модель сохранена. Ходов 16 ХэшХ 548421861 ХэшO 1899824770 Rating -1657 | Loss: 1.4 | Avg.Loss: 1.5
[TREE TRAIN 9200] spread=1.6 avg.spread=1.5 childs=9992281 direct=19 adaptiveK=5 value=0.48 target=0.59 loss=0.56 value_loss=0.01 avg.value_loss=0.083 policy_loss=1.1 avg.policy_loss=2.0 delta=0.1 maxP=0.72 entropy=1.6
[RESTART] Reason: NO WON ( O  Count: 34 Rating: 29993) CURRENT SCORE -> NX: 215 | NO: 53 | N-Draws: 2 Avg.Age, NNX/NNO: 20.7 / 27.9
[TREE TRAIN 9400] spread=1.4 avg.spread=1.5 childs=598035 direct=53 adaptiveK=6 value=-0.51 target=-0.34 loss=1.4 value_loss=0.027 avg.value_loss=0.090 policy_loss=1.3 avg.policy_loss=2.0 delta=0.17 maxP=0.7 entropy=1.6
[TREE TRAIN 9600] spread=0.83 avg.spread=1.5 childs=832772 direct=3 adaptiveK=3 value=0.31 target=0.29 loss=1.5 value_loss=0.00029 avg.value_loss=0.094 policy_loss=3.5 avg.policy_loss=2.1 delta=0.017 maxP=0.83 entropy=0.99
[AI] Модель сохранена. Ходов 6 ХэшХ 559 ХэшO 902 Rating -1294 | Loss: 1.5 | Avg.Loss: 1.6
[RESTART] Reason: Neuro WON ( X  Count: 37 Rating: 29995) CURRENT SCORE -> Neuro: 104 (35%) | Legacy: 188 | Draws: 3 Avg.Age, NX/NO/LX/LO: 21.2 / 27.4 / 17.2 / 29.7
[TREE TRAIN 9800] spread=1.3 avg.spread=1.4 childs=120832 direct=3 adaptiveK=3 value=-0.12 target=-0.3 loss=1.6 value_loss=0.031 avg.value_loss=0.095 policy_loss=1.6 avg.policy_loss=2.1 delta=0.18 maxP=0.35 entropy=3.2
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29992) CURRENT SCORE -> Neuro: 105 (34%) | Legacy: 198 | Draws: 3 Avg.Age, NX/NO/LX/LO: 22.0 / 27.4 / 16.3 / 30.7
[TREE TRAIN 10000] spread=0 avg.spread=1.4 childs=381401 direct=1 adaptiveK=1 value=-0.21 target=-0.5 loss=0.91 value_loss=0.083 avg.value_loss=0.087 policy_loss=0.78 avg.policy_loss=2.1 delta=0.29 maxP=0.76 entropy=1.6
[RESTART] Reason: NO WON ( O  Count: 33 Rating: -32591) CURRENT SCORE -> NX: 248 | NO: 55 | N-Draws: 2 Avg.Age, NNX/NNO: 16.1 / 28.1
[TREE TRAIN 10200] spread=4 avg.spread=1.4 childs=35172 direct=4 adaptiveK=4 value=-0.3 target=0.029 loss=1.5 value_loss=0.11 avg.value_loss=0.084 policy_loss=1.3 avg.policy_loss=2.1 delta=0.33 maxP=0.44 entropy=2
[AI] Модель сохранена. Ходов 17 ХэшХ 3269805882 ХэшO 17594815 Rating -117 | Loss: 1.5 | Avg.Loss: 1.6

******  96400 итераций всего


Start!
[AI] Модель загружена
[RESTART] Reason: Neuro WON ( O  Count: 53 Rating: -32593) CURRENT SCORE -> Neuro: 1 (1e+02%) | Legacy: 0 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 53.0 / 0 / 0
    Neuro vs Neuro mode activated!
[TREE TRAIN 200] spread=1.2 avg.spread=1.4 childs=301282 direct=8 adaptiveK=5 value=0.53 target=0.63 loss=1 value_loss=0.0096 avg.value_loss=0.11 policy_loss=2.3 avg.policy_loss=2.5 delta=0.098 maxP=0.15 entropy=3.9
[RESTART] Reason: Neuro WON ( X  Count: 8 Rating: -29990) CURRENT SCORE -> Neuro: 7 (50%) | Legacy: 7 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.0 / 32.7 / 16.5 / 25.3
[TREE TRAIN 400] spread=1.4 avg.spread=1.5 childs=54044 direct=7 adaptiveK=5 value=0.66 target=0.47 loss=1 value_loss=0.033 avg.value_loss=0.095 policy_loss=2.2 avg.policy_loss=2.2 delta=0.18 maxP=0.17 entropy=3.2
[TREE TRAIN 600] spread=1.3 avg.spread=1.4 childs=40607 direct=49 adaptiveK=5 value=0.52 target=0.65 loss=1.2 value_loss=0.015 avg.value_loss=0.071 policy_loss=2.2 avg.policy_loss=1.9 delta=0.12 maxP=0.18 entropy=4.3
[AI] Модель сохранена. Ходов 10 ХэшХ 1090661 ХэшO 441819034 Rating -4187 | Loss: 1.2 | Avg.Loss: 1.4
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29988) CURRENT SCORE -> Neuro: 11 (44%) | Legacy: 14 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.2 / 32.7 / 18.0 / 24.8
[TREE TRAIN 800] spread=4 avg.spread=1.4 childs=100649 direct=2 adaptiveK=2 value=-0.56 target=-0.49 loss=0.86 value_loss=0.0039 avg.value_loss=0.081 policy_loss=0.77 avg.policy_loss=1.9 delta=0.063 maxP=0.94 entropy=0.47
[TREE TRAIN 1000] spread=0.72 avg.spread=1.4 childs=88805 direct=4 adaptiveK=4 value=0.46 target=0.33 loss=1.8 value_loss=0.015 avg.value_loss=0.081 policy_loss=4.1 avg.policy_loss=2.0 delta=0.12 maxP=0.67 entropy=1.6
[RESTART] Reason: NO WON ( O  Count: 27 Rating: -32194) CURRENT SCORE -> NX: 30 | NO: 4 | N-Draws: 0 Avg.Age, NNX/NNO: 18.3 / 28.0
[TREE TRAIN 1200] spread=0 avg.spread=1.3 childs=425146 direct=1 adaptiveK=1 value=0.51 target=0.57 loss=0.44 value_loss=0.0037 avg.value_loss=0.096 policy_loss=0.82 avg.policy_loss=2.1 delta=0.061 maxP=0.82 entropy=1.1
[AI] Модель сохранена. Ходов 10 ХэшХ 842413 ХэшO 506514 Rating -3229 | Loss: 0.44 | Avg.Loss: 1.6
[TREE TRAIN 1400] spread=2 avg.spread=1.3 childs=591681 direct=51 adaptiveK=5 value=0.51 target=0.62 loss=0.59 value_loss=0.012 avg.value_loss=0.092 policy_loss=1.2 avg.policy_loss=2.1 delta=0.11 maxP=0.7 entropy=1.8
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -29988) CURRENT SCORE -> NX: 40 | NO: 5 | N-Draws: 0 Avg.Age, NNX/NNO: 17.7 / 30.8
[TREE TRAIN 1600] spread=2 avg.spread=1.4 childs=78544 direct=7 adaptiveK=6 value=0.25 target=0.53 loss=3.5 value_loss=0.076 avg.value_loss=0.11 policy_loss=3.5 avg.policy_loss=2.0 delta=0.28 maxP=0.25 entropy=3.3
[RESTART] Reason: Neuro WON ( X  Count: 15 Rating: 29989) CURRENT SCORE -> Neuro: 22 (37%) | Legacy: 38 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.2 / 30.1 / 16.9 / 25.6
[TREE TRAIN 1800] spread=0.62 avg.spread=1.4 childs=445780 direct=41 adaptiveK=5 value=0.53 target=0.3 loss=1.2 value_loss=0.055 avg.value_loss=0.099 policy_loss=2.8 avg.policy_loss=2.1 delta=0.23 maxP=0.14 entropy=4.1
[AI] Модель сохранена. Ходов 8 ХэшХ 12259 ХэшO 160666 Rating -1304 | Loss: 1.2 | Avg.Loss: 1.6
[TREE TRAIN 2000] spread=2.1 avg.spread=1.4 childs=172912 direct=7 adaptiveK=5 value=-0.11 target=0.54 loss=1.7 value_loss=0.43 avg.value_loss=0.11 policy_loss=3.3 avg.policy_loss=2.1 delta=0.65 maxP=0.51 entropy=2.7
[RESTART] Reason: Legacy WON ( X  Count: 28 Rating: -29994) CURRENT SCORE -> Neuro: 22 (31%) | Legacy: 49 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.2 / 30.1 / 16.7 / 26.0
[TREE TRAIN 2200] spread=1.8 avg.spread=1.4 childs=868025 direct=26 adaptiveK=6 value=-0.44 target=-0.51 loss=1.5 value_loss=0.0043 avg.value_loss=0.11 policy_loss=1.5 avg.policy_loss=2.2 delta=0.065 maxP=0.48 entropy=2.4
[RESTART] Reason: NX WON ( X  Count: 18 Rating: -29990) CURRENT SCORE -> NX: 70 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 16.8 / 29.5
[TREE TRAIN 2400] spread=2.8 avg.spread=1.4 childs=113316 direct=7 adaptiveK=5 value=0.48 target=0.81 loss=0.87 value_loss=0.11 avg.value_loss=0.12 policy_loss=1.7 avg.policy_loss=2.2 delta=0.33 maxP=0.26 entropy=3.3
[AI] Модель сохранена. Ходов 10 ХэшХ 8780213 ХэшO 100418758 Rating -8309 | Loss: 0.87 | Avg.Loss: 1.7
[TREE TRAIN 2600] spread=1.5 avg.spread=1.4 childs=182962 direct=94 adaptiveK=5 value=0.11 target=0.37 loss=1.6 value_loss=0.069 avg.value_loss=0.11 policy_loss=3.6 avg.policy_loss=2.2 delta=0.26 maxP=0.15 entropy=3.6
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29991) CURRENT SCORE -> NX: 81 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 15.7 / 29.5
[TREE TRAIN 2800] spread=4 avg.spread=1.4 childs=73629 direct=6 adaptiveK=6 value=-0.57 target=0.81 loss=4.5 value_loss=1.9 avg.value_loss=0.11 policy_loss=3.3 avg.policy_loss=2.3 delta=1.4 maxP=0.22 entropy=3.2
[RESTART] Reason: Neuro WON ( X  Count: 17 Rating: 29993) CURRENT SCORE -> Neuro: 34 (32%) | Legacy: 70 | Draws: 2 Avg.Age, NX/NO/LX/LO: 18.4 / 28.2 / 15.0 / 25.7
[TREE TRAIN 3000] spread=0.71 avg.spread=1.4 childs=243459 direct=8 adaptiveK=5 value=0.38 target=0.74 loss=1.6 value_loss=0.12 avg.value_loss=0.10 policy_loss=3.6 avg.policy_loss=2.2 delta=0.35 maxP=0.64 entropy=2
[AI] Модель сохранена. Ходов 14 ХэшХ 877030 ХэшO 1963840389 Rating -5918 | Loss: 1.6 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 11 Rating: 29987) CURRENT SCORE -> Neuro: 36 (31%) | Legacy: 79 | Draws: 2 Avg.Age, NX/NO/LX/LO: 19.7 / 28.2 / 14.3 / 27.8
[TREE TRAIN 3200] spread=0.8 avg.spread=1.4 childs=2606949 direct=27 adaptiveK=6 value=-0.63 target=-0.62 loss=2.2 value_loss=7.5e-05 avg.value_loss=0.094 policy_loss=2.2 avg.policy_loss=2.2 delta=0.0086 maxP=0.39 entropy=2.4
[TREE TRAIN 3400] spread=1.8 avg.spread=1.4 childs=229446 direct=5 adaptiveK=5 value=0.43 target=0.29 loss=0.96 value_loss=0.021 avg.value_loss=0.091 policy_loss=2.1 avg.policy_loss=2.2 delta=0.14 maxP=0.36 entropy=2.6
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -32192) CURRENT SCORE -> NX: 114 | NO: 12 | N-Draws: 0 Avg.Age, NNX/NNO: 13.8 / 27.6
[TREE TRAIN 3600] spread=0.59 avg.spread=1.4 childs=839675 direct=4 adaptiveK=4 value=-0.43 target=-0.58 loss=1.8 value_loss=0.023 avg.value_loss=0.081 policy_loss=1.7 avg.policy_loss=2.2 delta=0.15 maxP=0.51 entropy=2.7
[AI] Модель сохранена. Ходов 7 ХэшХ 230 ХэшO 9503 Rating 3386 | Loss: 1.8 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 13 Rating: 29993) CURRENT SCORE -> NX: 123 | NO: 14 | N-Draws: 0 Avg.Age, NNX/NNO: 13.9 / 26.1
[TREE TRAIN 3800] spread=1.9 avg.spread=1.4 childs=738406 direct=3 adaptiveK=3 value=0.56 target=0.58 loss=0.54 value_loss=0.00051 avg.value_loss=0.077 policy_loss=1.1 avg.policy_loss=2.2 delta=0.023 maxP=0.61 entropy=2.3
[TREE TRAIN 4000] spread=0 avg.spread=1.4 childs=123632 direct=1 adaptiveK=1 value=0.25 target=0.68 loss=0.56 value_loss=0.19 avg.value_loss=0.085 policy_loss=0.83 avg.policy_loss=2.2 delta=0.43 maxP=0.93 entropy=0.45
[RESTART] Reason: Legacy WON ( O  Count: 51 Rating: -32591) CURRENT SCORE -> Neuro: 42 (28%) | Legacy: 108 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.5 / 27.1 / 14.2 / 29.5
[TREE TRAIN 4200] spread=4 avg.spread=1.4 childs=13248 direct=4 adaptiveK=4 value=-0.46 target=-0.72 loss=4.4 value_loss=0.07 avg.value_loss=0.085 policy_loss=4.4 avg.policy_loss=2.2 delta=0.26 maxP=0.26 entropy=3.3
[AI] Модель сохранена. Ходов 21 ХэшХ 1691043534 ХэшO 3982166109 Rating 5532 | Loss: 4.4 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 20 Rating: -29996) CURRENT SCORE -> Neuro: 44 (27%) | Legacy: 117 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.3 / 26.7 / 14.3 / 29.3
[TREE TRAIN 4400] spread=1.5 avg.spread=1.4 childs=358461 direct=5 adaptiveK=5 value=0.36 target=0.44 loss=1.8 value_loss=0.0068 avg.value_loss=0.083 policy_loss=4.3 avg.policy_loss=2.2 delta=0.083 maxP=0.69 entropy=1.7
[TREE TRAIN 4600] spread=0.59 avg.spread=1.5 childs=1590941 direct=8 adaptiveK=5 value=0.76 target=0.59 loss=0.88 value_loss=0.029 avg.value_loss=0.077 policy_loss=1.9 avg.policy_loss=2.2 delta=0.17 maxP=0.55 entropy=1.9
[RESTART] Reason: NX WON ( X  Count: 9 Rating: 29989) CURRENT SCORE -> NX: 156 | NO: 16 | N-Draws: 0 Avg.Age, NNX/NNO: 14.0 / 27.4
[TREE TRAIN 4800] spread=0.62 avg.spread=1.6 childs=3083829 direct=1 adaptiveK=2 value=0.56 target=0.6 loss=0.56 value_loss=0.0019 avg.value_loss=0.082 policy_loss=1.1 avg.policy_loss=2.1 delta=0.043 maxP=0.94 entropy=0.38
[AI] Модель сохранена. Ходов 6 ХэшХ 10 ХэшO 7683 Rating -3577 | Loss: 0.56 | Avg.Loss: 1.7
[RESTART] Reason: NX WON ( X  Count: 12 Rating: -29988) CURRENT SCORE -> NX: 167 | NO: 16 | N-Draws: 0 Avg.Age, NNX/NNO: 14.1 / 27.4
[TREE TRAIN 5000] spread=0.15 avg.spread=1.6 childs=408362 direct=54 adaptiveK=6 value=-0.61 target=-0.7 loss=4 value_loss=0.0078 avg.value_loss=0.087 policy_loss=4.1 avg.policy_loss=2.1 delta=0.088 maxP=0.11 entropy=4.1
[TREE TRAIN 5200] spread=3.9 avg.spread=1.5 childs=237066 direct=5 adaptiveK=5 value=-0.11 target=0.43 loss=2.3 value_loss=0.29 avg.value_loss=0.085 policy_loss=2.1 avg.policy_loss=2.1 delta=0.54 maxP=0.54 entropy=2.6
[RESTART] Reason: Neuro WON ( X  Count: 22 Rating: -32595) CURRENT SCORE -> Neuro: 54 (27%) | Legacy: 142 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.8 / 26.7 / 15.0 / 27.9
[TREE TRAIN 5400] spread=0 avg.spread=1.5 childs=27698 direct=1 adaptiveK=1 value=0.058 target=0.24 loss=0.87 value_loss=0.034 avg.value_loss=0.079 policy_loss=0.77 avg.policy_loss=2.1 delta=0.19 maxP=0.94 entropy=0.45
[AI] Модель сохранена. Ходов 31 ХэшХ 117468266 ХэшO 2698294039 Rating -1045 | Loss: 0.87 | Avg.Loss: 1.6
[TREE TRAIN 5600] spread=0.56 avg.spread=1.5 childs=2404346 direct=1 adaptiveK=2 value=0.39 target=0.58 loss=0.53 value_loss=0.034 avg.value_loss=0.077 policy_loss=1 avg.policy_loss=2.0 delta=0.19 maxP=0.82 entropy=1.1
[RESTART] Reason: Neuro WON ( O  Count: 37 Rating: -32593) CURRENT SCORE -> Neuro: 58 (28%) | Legacy: 149 | Draws: 2 Avg.Age, NX/NO/LX/LO: 20.9 / 27.6 / 15.5 / 28.0
[TREE TRAIN 5800] spread=0 avg.spread=1.5 childs=27171 direct=1 adaptiveK=1 value=-0.059 target=0.81 loss=2 value_loss=0.75 avg.value_loss=0.073 policy_loss=3.1 avg.policy_loss=2.0 delta=0.87 maxP=0.15 entropy=4.4
[TREE TRAIN 6000] spread=0 avg.spread=1.5 childs=149059 direct=1 adaptiveK=1 value=-0.46 target=-0.44 loss=0.85 value_loss=0.00062 avg.value_loss=0.087 policy_loss=0.76 avg.policy_loss=2.0 delta=0.025 maxP=0.83 entropy=1.2
[AI] Модель сохранена. Ходов 13 ХэшХ 587616351 ХэшO 2135994302 Rating 2127 | Loss: 0.85 | Avg.Loss: 1.6
[RESTART] Reason: NX WON ( X  Count: 24 Rating: -29996) CURRENT SCORE -> NX: 198 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 16.4 / 29.1
[TREE TRAIN 6200] spread=0.19 avg.spread=1.5 childs=946873 direct=2 adaptiveK=2 value=-0.51 target=-0.66 loss=1.4 value_loss=0.021 avg.value_loss=0.075 policy_loss=1.3 avg.policy_loss=1.9 delta=0.15 maxP=0.76 entropy=1
[TREE TRAIN 6400] spread=0.34 avg.spread=1.5 childs=3828706 direct=1 adaptiveK=2 value=0.56 target=0.61 loss=0.59 value_loss=0.0027 avg.value_loss=0.076 policy_loss=1.2 avg.policy_loss=1.9 delta=0.052 maxP=0.79 entropy=0.87
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29986) CURRENT SCORE -> NX: 207 | NO: 21 | N-Draws: 1 Avg.Age, NNX/NNO: 17.7 / 30.3
[TREE TRAIN 6600] spread=4 avg.spread=1.5 childs=75087 direct=4 adaptiveK=4 value=-0.72 target=-0.63 loss=3.7 value_loss=0.0088 avg.value_loss=0.076 policy_loss=3.7 avg.policy_loss=2.0 delta=0.094 maxP=0.81 entropy=1.1
[AI] Модель сохранена. Ходов 15 ХэшХ 393792366 ХэшO 1661225093 Rating 3917 | Loss: 3.7 | Avg.Loss: 1.5
[TREE TRAIN 6800] spread=1.5 avg.spread=1.5 childs=121747 direct=6 adaptiveK=5 value=0.2 target=0.55 loss=1.8 value_loss=0.12 avg.value_loss=0.077 policy_loss=4 avg.policy_loss=2.0 delta=0.34 maxP=0.63 entropy=2.3
[TREE TRAIN 7000] spread=0 avg.spread=1.5 childs=1897928 direct=1 adaptiveK=1 value=-0.43 target=-0.53 loss=0.81 value_loss=0.011 avg.value_loss=0.080 policy_loss=0.72 avg.policy_loss=2.0 delta=0.1 maxP=0.89 entropy=0.92
[RESTART] Reason: Legacy WON ( O  Count: 27 Rating: -29994) CURRENT SCORE -> Neuro: 71 (29%) | Legacy: 171 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.8 / 28.2 / 18.4 / 27.6
[TREE TRAIN 7200] spread=2.1 avg.spread=1.5 childs=4007991 direct=31 adaptiveK=6 value=-0.45 target=-0.59 loss=1.5 value_loss=0.019 avg.value_loss=0.081 policy_loss=1.4 avg.policy_loss=1.9 delta=0.14 maxP=0.91 entropy=0.69
[AI] Модель сохранена. Ходов 7 ХэшХ 402 ХэшO 8671 Rating 3468 | Loss: 1.5 | Avg.Loss: 1.5
[TREE TRAIN 7400] spread=1.5 avg.spread=1.5 childs=4242922 direct=31 adaptiveK=6 value=-0.77 target=-0.66 loss=2.3 value_loss=0.012 avg.value_loss=0.074 policy_loss=2.2 avg.policy_loss=1.9 delta=0.11 maxP=0.51 entropy=2.4
[RESTART] Reason: Legacy WON ( X  Count: 19 Rating: 29991) CURRENT SCORE -> Neuro: 73 (29%) | Legacy: 180 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.7 / 28.2 / 18.2 / 28.5
[TREE TRAIN 7600] spread=0.4 avg.spread=1.5 childs=600430 direct=4 adaptiveK=4 value=-0.56 target=-0.51 loss=2.3 value_loss=0.0019 avg.value_loss=0.065 policy_loss=2.2 avg.policy_loss=1.8 delta=0.044 maxP=0.25 entropy=2.7
[TREE TRAIN 7800] spread=0.97 avg.spread=1.5 childs=2019873 direct=3 adaptiveK=3 value=0.42 target=0.45 loss=0.56 value_loss=0.00076 avg.value_loss=0.058 policy_loss=1.1 avg.policy_loss=1.8 delta=0.028 maxP=0.85 entropy=1.1
[AI] Модель сохранена. Ходов 6 ХэшХ 82 ХэшO 609 Rating -2211 | Loss: 0.56 | Avg.Loss: 1.4
[RESTART] Reason: NX WON ( X  Count: 32 Rating: -32595) CURRENT SCORE -> NX: 235 | NO: 28 | N-Draws: 1 Avg.Age, NNX/NNO: 19.1 / 29.6
[TREE TRAIN 8000] spread=0 avg.spread=1.5 childs=17742 direct=1 adaptiveK=1 value=0.44 target=0.62 loss=0.78 value_loss=0.034 avg.value_loss=0.057 policy_loss=1.3 avg.policy_loss=1.8 delta=0.19 maxP=0.46 entropy=2.4
[TREE TRAIN 8200] spread=2.2 avg.spread=1.6 childs=796993 direct=23 adaptiveK=6 value=-0.32 target=-0.47 loss=2.1 value_loss=0.022 avg.value_loss=0.057 policy_loss=2.1 avg.policy_loss=1.8 delta=0.15 maxP=0.48 entropy=2.5
[RESTART] Reason: NO WON ( O  Count: 47 Rating: -32190) CURRENT SCORE -> NX: 244 | NO: 30 | N-Draws: 1 Avg.Age, NNX/NNO: 19.7 / 30.1
[TREE TRAIN 8400] spread=2.6 avg.spread=1.6 childs=2957447 direct=5 adaptiveK=5 value=0.41 target=0.48 loss=0.46 value_loss=0.0054 avg.value_loss=0.062 policy_loss=0.85 avg.policy_loss=1.7 delta=0.074 maxP=0.92 entropy=0.55
[AI] Модель сохранена. Ходов 8 ХэшХ 1066 ХэшO 14007 Rating -2449 | Loss: 0.46 | Avg.Loss: 1.3
[TREE TRAIN 8600] spread=2.2 avg.spread=1.6 childs=22831 direct=2 adaptiveK=2 value=-0.079 target=0.091 loss=4.1 value_loss=0.029 avg.value_loss=0.059 policy_loss=4.1 avg.policy_loss=1.8 delta=0.17 maxP=0.081 entropy=4.5
[TREE TRAIN 8800] spread=1.3 avg.spread=1.6 childs=4169731 direct=2 adaptiveK=2 value=0.3 target=0.37 loss=0.45 value_loss=0.0055 avg.value_loss=0.063 policy_loss=0.83 avg.policy_loss=1.8 delta=0.074 maxP=0.91 entropy=0.69
[RESTART] Reason: Legacy WON ( O  Count: 17 Rating: -29992) CURRENT SCORE -> Neuro: 84 (29%) | Legacy: 204 | Draws: 2 Avg.Age, NX/NO/LX/LO: 23.1 / 27.7 / 20.5 / 27.3
[TREE TRAIN 9000] spread=0.81 avg.spread=1.6 childs=417874 direct=74 adaptiveK=6 value=-0.012 target=-0.23 loss=3.1 value_loss=0.049 avg.value_loss=0.067 policy_loss=3.1 avg.policy_loss=1.9 delta=0.22 maxP=0.45 entropy=2.6
[AI] Модель сохранена. Ходов 25 ХэшХ 1888221797 ХэшO 3400297766 Rating 1004 | Loss: 3.1 | Avg.Loss: 1.4
[TREE TRAIN 9200] spread=1.8 avg.spread=1.6 childs=52871 direct=73 adaptiveK=6 value=-0.072 target=-0.21 loss=6 value_loss=0.019 avg.value_loss=0.076 policy_loss=6.2 avg.policy_loss=2.0 delta=0.14 maxP=0.18 entropy=3.6
[RESTART] Reason: Neuro WON ( O  Count: 27 Rating: -32595) CURRENT SCORE -> Neuro: 88 (29%) | Legacy: 211 | Draws: 2 Avg.Age, NX/NO/LX/LO: 22.9 / 28.0 / 22.1 / 27.3
[TREE TRAIN 9400] spread=2.9 avg.spread=1.6 childs=94979 direct=4 adaptiveK=4 value=-0.23 target=0.49 loss=2.9 value_loss=0.52 avg.value_loss=0.081 policy_loss=2.6 avg.policy_loss=2.1 delta=0.72 maxP=0.089 entropy=4.3
[TREE TRAIN 9600] spread=2.5 avg.spread=1.6 childs=7817094 direct=19 adaptiveK=5 value=0.33 target=0.47 loss=0.46 value_loss=0.018 avg.value_loss=0.082 policy_loss=0.83 avg.policy_loss=2.0 delta=0.13 maxP=0.87 entropy=0.9
[AI] Модель сохранена. Ходов 4 ХэшХ 2 ХэшO 21 Rating -2329 | Loss: 0.46 | Avg.Loss: 1.6



******  106000 итераций всего




Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 13 Rating: 16586) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 13.0 / 0
[TREE TRAIN 200] spread=4 avg.spread=1.6 childs=117185 direct=6 adaptiveK=5 value=0.37 target=0.87 loss=1.3 value_loss=0.26 avg.value_loss=0.12 policy_loss=2.6 avg.policy_loss=2.4 delta=0.51 maxP=0.11 entropy=4.1
    Neuro vs Neuro mode activated!
[TREE TRAIN 400] spread=0.19 avg.spread=1.6 childs=53233 direct=2 adaptiveK=2 value=0.24 target=0.41 loss=0.69 value_loss=0.028 avg.value_loss=0.11 policy_loss=1.4 avg.policy_loss=2.2 delta=0.17 maxP=0.5 entropy=1.5
[RESTART] Reason: Legacy WON ( O  Count: 25 Rating: -32192) CURRENT SCORE -> Neuro: 6 (30%) | Legacy: 14 | Draws: 0 Avg.Age, NX/NO/LX/LO: 35.2 / 21.0 / 19.0 / 24.6
[TREE TRAIN 600] spread=2.2 avg.spread=1.6 childs=63494 direct=5 adaptiveK=5 value=0.29 target=0.72 loss=2.7 value_loss=0.18 avg.value_loss=0.085 policy_loss=6.3 avg.policy_loss=2.0 delta=0.43 maxP=0.15 entropy=4.1
[AI] Модель сохранена. Ходов 32 ХэшХ 3502211051 ХэшO 2702816090 Rating -5419 | Loss: 2.7 | Avg.Loss: 1.6
[RESTART] Reason: Legacy WON ( X  Count: 16 Rating: -29994) CURRENT SCORE -> Neuro: 10 (32%) | Legacy: 21 | Draws: 0 Avg.Age, NX/NO/LX/LO: 33.3 / 21.0 / 19.6 / 25.9
[TREE TRAIN 800] spread=1 avg.spread=1.6 childs=16920 direct=4 adaptiveK=4 value=-0.2 target=-0.55 loss=3.1 value_loss=0.12 avg.value_loss=0.084 policy_loss=3 avg.policy_loss=2.0 delta=0.35 maxP=0.15 entropy=3.5
[TREE TRAIN 1000] spread=2.2 avg.spread=1.5 childs=1614045 direct=19 adaptiveK=5 value=0.33 target=0.34 loss=0.61 value_loss=0.00013 avg.value_loss=0.088 policy_loss=1.2 avg.policy_loss=2.0 delta=0.012 maxP=0.7 entropy=1.3
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29990) CURRENT SCORE -> NX: 20 | NO: 8 | N-Draws: 0 Avg.Age, NNX/NNO: 17.7 / 24.1
[TREE TRAIN 1200] spread=4 avg.spread=1.5 childs=143707 direct=3 adaptiveK=3 value=-0.4 target=0.033 loss=1.5 value_loss=0.18 avg.value_loss=0.092 policy_loss=1.4 avg.policy_loss=2.0 delta=0.43 maxP=0.45 entropy=2.4
[AI] Модель сохранена. Ходов 17 ХэшХ 2675186911 ХэшO 2823649974 Rating -134 | Loss: 1.5 | Avg.Loss: 1.5
[TREE TRAIN 1400] spread=4 avg.spread=1.5 childs=151981 direct=7 adaptiveK=6 value=-0.22 target=-0.57 loss=5.5 value_loss=0.12 avg.value_loss=0.098 policy_loss=5.5 avg.policy_loss=2.1 delta=0.34 maxP=0.49 entropy=2.4
[RESTART] Reason: NX WON ( X  Count: 21 Rating: 29987) CURRENT SCORE -> NX: 28 | NO: 11 | N-Draws: 0 Avg.Age, NNX/NNO: 19.0 / 25.1
[TREE TRAIN 1600] spread=4 avg.spread=1.5 childs=274643 direct=4 adaptiveK=4 value=-0.28 target=-0.17 loss=0.93 value_loss=0.014 avg.value_loss=0.099 policy_loss=0.84 avg.policy_loss=2.2 delta=0.12 maxP=0.81 entropy=1.1
[RESTART] Reason: Neuro WON ( X  Count: 42 Rating: -17435) CURRENT SCORE -> Neuro: 23 (35%) | Legacy: 42 | Draws: 1 Avg.Age, NX/NO/LX/LO: 31.6 / 22.9 / 22.7 / 23.8
[RESTART] Reason: Legacy WON ( X  Count: 42 Rating: -32593) CURRENT SCORE -> Neuro: 27 (35%) | Legacy: 49 | Draws: 1 Avg.Age, NX/NO/LX/LO: 30.6 / 22.9 / 26.6 / 24.9
[RESTART] Reason: NX WON ( X  Count: 42 Rating: -32593) CURRENT SCORE -> NX: 60 | NO: 14 | N-Draws: 0 Avg.Age, NNX/NNO: 23.9 / 24.2
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29986) CURRENT SCORE -> NX: 71 | NO: 14 | N-Draws: 0 Avg.Age, NNX/NNO: 24.1 / 24.2
[RESTART] Reason: Legacy WON ( O  Count: 31 Rating: -29994) CURRENT SCORE -> Neuro: 29 (26%) | Legacy: 82 | Draws: 1 Avg.Age, NX/NO/LX/LO: 31.1 / 22.9 / 33.3 / 27.6
[TREE TRAIN 1800] spread=4 avg.spread=1.5 childs=164337 direct=5 adaptiveK=5 value=-0.29 target=-0.7 loss=1.7 value_loss=0.17 avg.value_loss=0.094 policy_loss=1.5 avg.policy_loss=2.2 delta=0.41 maxP=0.3 entropy=3.6
[AI] Модель сохранена. Ходов 37 ХэшХ 1623783942 ХэшO 2720745645 Rating 5167 | Loss: 1.7 | Avg.Loss: 1.7
[RESTART] Reason: Legacy WON ( X  Count: 26 Rating: -29992) CURRENT SCORE -> Neuro: 32 (26%) | Legacy: 90 | Draws: 1 Avg.Age, NX/NO/LX/LO: 31.5 / 23.9 / 34.2 / 28.2
[RESTART] Reason: NX WON ( X  Count: 26 Rating: -29992) CURRENT SCORE -> NX: 104 | NO: 16 | N-Draws: 0 Avg.Age, NNX/NNO: 27.2 / 24.8
[RESTART] Reason: NX WON ( X  Count: 10 Rating: -29986) CURRENT SCORE -> NX: 111 | NO: 20 | N-Draws: 0 Avg.Age, NNX/NNO: 27.2 / 24.2
[TREE TRAIN 2000] spread=0.48 avg.spread=1.5 childs=6685617 direct=16 adaptiveK=6 value=-0.29 target=-0.32 loss=2.5 value_loss=0.00081 avg.value_loss=0.093 policy_loss=2.5 avg.policy_loss=2.2 delta=0.028 maxP=0.27 entropy=3
[RESTART] Reason: Legacy WON ( O  Count: 41 Rating: -29990) CURRENT SCORE -> Neuro: 42 (27%) | Legacy: 115 | Draws: 1 Avg.Age, NX/NO/LX/LO: 31.8 / 21.9 / 32.1 / 29.4
[TREE TRAIN 2200] spread=0.29 avg.spread=1.5 childs=1834077 direct=2 adaptiveK=2 value=0.32 target=0.28 loss=0.7 value_loss=0.0017 avg.value_loss=0.082 policy_loss=1.5 avg.policy_loss=2.2 delta=0.041 maxP=0.64 entropy=2.1
[TREE TRAIN 2400] spread=2 avg.spread=1.4 childs=97516 direct=9 adaptiveK=5 value=0.33 target=0.5 loss=0.58 value_loss=0.028 avg.value_loss=0.071 policy_loss=1.1 avg.policy_loss=2.1 delta=0.17 maxP=0.57 entropy=2.1
[AI] Модель сохранена. Ходов 28 ХэшХ 1592244095 ХэшO 2387866254 Rating -2608 | Loss: 0.58 | Avg.Loss: 1.6
[TREE TRAIN 2600] spread=1.1 avg.spread=1.4 childs=92229 direct=79 adaptiveK=5 value=0.34 target=-0.24 loss=1.8 value_loss=0.33 avg.value_loss=0.066 policy_loss=3.8 avg.policy_loss=2.1 delta=0.58 maxP=0.16 entropy=4.1
[TREE TRAIN 2800] spread=0 avg.spread=1.4 childs=30508 direct=1 adaptiveK=1 value=0.2 target=-0.5 loss=1.9 value_loss=0.49 avg.value_loss=0.072 policy_loss=1.5 avg.policy_loss=2.2 delta=0.7 maxP=0.3 entropy=3.4
[RESTART] Reason: Legacy WON ( X  Count: 31 Rating: 29987) CURRENT SCORE -> Neuro: 46 (27%) | Legacy: 120 | Draws: 3 Avg.Age, NX/NO/LX/LO: 32.2 / 24.4 / 32.6 / 30.3
[TREE TRAIN 3000] spread=2.3 avg.spread=1.4 childs=46626 direct=4 adaptiveK=4 value=0.24 target=0.31 loss=1.1 value_loss=0.0053 avg.value_loss=0.069 policy_loss=1.9 avg.policy_loss=2.2 delta=0.073 maxP=0.21 entropy=3.6
[AI] Модель сохранена. Ходов 16 ХэшХ 2932570327 ХэшO 3465671506 Rating -1374 | Loss: 1.1 | Avg.Loss: 1.6
[TREE TRAIN 3200] spread=0.24 avg.spread=1.4 childs=290179 direct=2 adaptiveK=2 value=-0.19 target=-0.39 loss=2.6 value_loss=0.04 avg.value_loss=0.082 policy_loss=2.5 avg.policy_loss=2.2 delta=0.2 maxP=0.17 entropy=4
[TREE TRAIN 3400] spread=4 avg.spread=1.4 childs=8245481 direct=2 adaptiveK=2 value=0.33 target=0.39 loss=0.48 value_loss=0.0033 avg.value_loss=0.083 policy_loss=0.89 avg.policy_loss=2.2 delta=0.058 maxP=0.76 entropy=1.3
[RESTART] Reason: NX WON ( X  Count: 32 Rating: -32190) CURRENT SCORE -> NX: 136 | NO: 30 | N-Draws: 0 Avg.Age, NNX/NNO: 28.3 / 24.8
[TREE TRAIN 3600] spread=2.6 avg.spread=1.4 childs=61478 direct=6 adaptiveK=5 value=0.28 target=0.29 loss=1.8 value_loss=1.8e-06 avg.value_loss=0.083 policy_loss=4.2 avg.policy_loss=2.2 delta=0.0014 maxP=0.19 entropy=3.8
[AI] Модель сохранена. Ходов 40 ХэшХ 3270676307 ХэшO 3234076358 Rating -1254 | Loss: 1.8 | Avg.Loss: 1.7
[TREE TRAIN 3800] spread=1.1 avg.spread=1.4 childs=115901 direct=2 adaptiveK=2 value=0.24 target=0.27 loss=0.61 value_loss=0.0011 avg.value_loss=0.076 policy_loss=1.2 avg.policy_loss=2.2 delta=0.033 maxP=0.47 entropy=3
[RESTART] Reason: NX WON ( X  Count: 9 Rating: 29987) CURRENT SCORE -> NX: 143 | NO: 34 | N-Draws: 0 Avg.Age, NNX/NNO: 27.1 / 25.3
[RESTART] Reason: Legacy WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> Neuro: 59 (29%) | Legacy: 141 | Draws: 4 Avg.Age, NX/NO/LX/LO: 33.4 / 24.0 / 32.6 / 29.5
[RESTART] Reason: Neuro WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> Neuro: 65 (30%) | Legacy: 146 | Draws: 4 Avg.Age, NX/NO/LX/LO: 33.4 / 23.8 / 32.6 / 28.4
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> NX: 160 | NO: 52 | N-Draws: 0 Avg.Age, NNX/NNO: 19.2 / 24.3
[RESTART] Reason: NX WON ( X  Count: 9 Rating: 29989) CURRENT SCORE -> NX: 166 | NO: 57 | N-Draws: 0 Avg.Age, NNX/NNO: 17.3 / 24.1
[RESTART] Reason: Legacy WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> Neuro: 82 (33%) | Legacy: 164 | Draws: 4 Avg.Age, NX/NO/LX/LO: 33.4 / 23.5 / 32.6 / 26.1
[RESTART] Reason: Neuro WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> Neuro: 88 (34%) | Legacy: 169 | Draws: 4 Avg.Age, NX/NO/LX/LO: 33.4 / 23.4 / 32.6 / 25.6
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -29988) CURRENT SCORE -> NX: 183 | NO: 75 | N-Draws: 0 Avg.Age, NNX/NNO: 13.7 / 23.6
[RESTART] Reason: NX WON ( X  Count: 9 Rating: 29989) CURRENT SCORE -> NX: 189 | NO: 80 | N-Draws: 0 Avg.Age, NNX/NNO: 12.8 / 23.5
[TREE TRAIN 4000] spread=4 avg.spread=1.4 childs=64813 direct=2 adaptiveK=2 value=-0.35 target=-0.78 loss=1.1 value_loss=0.19 avg.value_loss=0.071 policy_loss=0.92 avg.policy_loss=2.2 delta=0.43 maxP=0.72 entropy=1.4
[RESTART] Reason: Legacy WON ( O  Count: 16 Rating: 29997) CURRENT SCORE -> Neuro: 104 (35%) | Legacy: 188 | Draws: 4 Avg.Age, NX/NO/LX/LO: 32.9 / 23.4 / 31.7 / 23.3
[TREE TRAIN 4200] spread=0.95 avg.spread=1.4 childs=321491 direct=39 adaptiveK=6 value=-0.42 target=-0.58 loss=2.2 value_loss=0.025 avg.value_loss=0.068 policy_loss=2.2 avg.policy_loss=2.1 delta=0.16 maxP=0.54 entropy=2.2
[AI] Модель сохранена. Ходов 9 ХэшХ 16878 ХэшO 363307 Rating 3386 | Loss: 2.2 | Avg.Loss: 1.6
[TREE TRAIN 4400] spread=1.7 avg.spread=1.4 childs=412497 direct=4 adaptiveK=4 value=0.76 target=0.58 loss=0.87 value_loss=0.033 avg.value_loss=0.061 policy_loss=1.8 avg.policy_loss=2.1 delta=0.18 maxP=0.38 entropy=1.9
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29996) CURRENT SCORE -> Neuro: 108 (35%) | Legacy: 195 | Draws: 4 Avg.Age, NX/NO/LX/LO: 31.9 / 23.1 / 30.4 / 22.8
[TREE TRAIN 4600] spread=0.25 avg.spread=1.4 childs=17895086 direct=16 adaptiveK=6 value=-0.44 target=-0.41 loss=2.7 value_loss=0.00088 avg.value_loss=0.059 policy_loss=2.7 avg.policy_loss=2.1 delta=0.03 maxP=0.13 entropy=3.4
[TREE TRAIN 4800] spread=1.7 avg.spread=1.4 childs=22218436 direct=19 adaptiveK=5 value=0.22 target=0.14 loss=0.87 value_loss=0.0064 avg.value_loss=0.068 policy_loss=1.9 avg.policy_loss=2.1 delta=0.08 maxP=0.76 entropy=1.5
[AI] Модель сохранена. Ходов 4 ХэшХ 7 ХэшO 6 Rating -596 | Loss: 0.87 | Avg.Loss: 1.6
[RESTART] Reason: NO WON ( O  Count: 45 Rating: -32593) CURRENT SCORE -> NX: 215 | NO: 89 | N-Draws: 0 Avg.Age, NNX/NNO: 17.6 / 24.3
[TREE TRAIN 5000] spread=3.4 avg.spread=1.4 childs=19190 direct=4 adaptiveK=4 value=0.076 target=0.69 loss=3.5 value_loss=0.38 avg.value_loss=0.068 policy_loss=3.3 avg.policy_loss=2.1 delta=0.61 maxP=0.65 entropy=1.8
[TREE TRAIN 5200] spread=1.5 avg.spread=1.4 childs=63860 direct=3 adaptiveK=3 value=0.16 target=0.54 loss=1 value_loss=0.15 avg.value_loss=0.079 policy_loss=2 avg.policy_loss=2.1 delta=0.38 maxP=0.19 entropy=3.8
[RESTART] Reason: NO WON ( O  Count: 25 Rating: -32595) CURRENT SCORE -> NX: 224 | NO: 91 | N-Draws: 0 Avg.Age, NNX/NNO: 18.8 / 24.2
[TREE TRAIN 5400] spread=0.81 avg.spread=1.4 childs=40040 direct=6 adaptiveK=5 value=0.36 target=0.042 loss=1.1 value_loss=0.099 avg.value_loss=0.075 policy_loss=1.9 avg.policy_loss=2.1 delta=0.31 maxP=0.42 entropy=2.2
[AI] Модель сохранена. Ходов 28 ХэшХ 3152267031 ХэшO 1767619722 Rating -172 | Loss: 1.1 | Avg.Loss: 1.6
[TREE TRAIN 5600] spread=1.5 avg.spread=1.4 childs=76070 direct=3 adaptiveK=3 value=0.11 target=-0.096 loss=1.1 value_loss=0.043 avg.value_loss=0.088 policy_loss=1 avg.policy_loss=2.1 delta=0.21 maxP=0.9 entropy=0.64
[RESTART] Reason: Neuro WON ( X  Count: 20 Rating: -29992) CURRENT SCORE -> Neuro: 120 (35%) | Legacy: 218 | Draws: 4 Avg.Age, NX/NO/LX/LO: 29.6 / 23.4 / 26.9 / 24.7
[TREE TRAIN 5800] spread=2.5 avg.spread=1.4 childs=26343493 direct=19 adaptiveK=5 value=0.45 target=0.44 loss=0.49 value_loss=0.00018 avg.value_loss=0.080 policy_loss=0.93 avg.policy_loss=2.1 delta=0.013 maxP=0.77 entropy=1.4
[TREE TRAIN 6000] spread=1 avg.spread=1.4 childs=131248 direct=2 adaptiveK=2 value=-0.32 target=-0.054 loss=1 value_loss=0.072 avg.value_loss=0.075 policy_loss=0.9 avg.policy_loss=2.1 delta=0.27 maxP=0.75 entropy=1.5
[AI] Модель сохранена. Ходов 15 ХэшХ 931494014 ХэшO 3667411465 Rating 220 | Loss: 1 | Avg.Loss: 1.6
[RESTART] Reason: Neuro WON ( O  Count: 21 Rating: -29992) CURRENT SCORE -> Neuro: 125 (35%) | Legacy: 224 | Draws: 4 Avg.Age, NX/NO/LX/LO: 28.9 / 23.4 / 25.9 / 24.6
[TREE TRAIN 6200] spread=4 avg.spread=1.4 childs=34451 direct=3 adaptiveK=3 value=-0.12 target=-0.81 loss=1.9 value_loss=0.48 avg.value_loss=0.074 policy_loss=1.5 avg.policy_loss=2.0 delta=0.69 maxP=0.29 entropy=3.4
[TREE TRAIN 6400] spread=0.37 avg.spread=1.4 childs=198124 direct=8 adaptiveK=5 value=0.11 target=0.33 loss=2.4 value_loss=0.048 avg.value_loss=0.073 policy_loss=5.6 avg.policy_loss=2.0 delta=0.22 maxP=0.32 entropy=3.6
[RESTART] Reason: NO WON ( O  Count: 23 Rating: -29994) CURRENT SCORE -> NX: 251 | NO: 99 | N-Draws: 0 Avg.Age, NNX/NNO: 20.6 / 25.4
[TREE TRAIN 6600] spread=4 avg.spread=1.4 childs=55050 direct=3 adaptiveK=3 value=-0.37 target=-0.015 loss=1.1 value_loss=0.13 avg.value_loss=0.084 policy_loss=0.91 avg.policy_loss=2.0 delta=0.36 maxP=0.62 entropy=2.4
[AI] Модель сохранена. Ходов 17 ХэшХ 2360577294 ХэшO 1467123919 Rating 62 | Loss: 1.1 | Avg.Loss: 1.5
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -32593) CURRENT SCORE -> NX: 260 | NO: 101 | N-Draws: 0 Avg.Age, NNX/NNO: 21.1 / 24.6
[TREE TRAIN 6800] spread=0.61 avg.spread=1.4 childs=1689819 direct=49 adaptiveK=5 value=0.25 target=0.052 loss=1 value_loss=0.04 avg.value_loss=0.097 policy_loss=2.3 avg.policy_loss=2.0 delta=0.2 maxP=0.28 entropy=2.9
[RESTART] Reason: Neuro WON ( X  Count: 18 Rating: -29990) CURRENT SCORE -> Neuro: 139 (36%) | Legacy: 245 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.4 / 22.4 / 24.5 / 23.9
[TREE TRAIN 7000] spread=0 avg.spread=1.3 childs=56837 direct=1 adaptiveK=1 value=-0.094 target=-0.67 loss=1.1 value_loss=0.33 avg.value_loss=0.094 policy_loss=0.79 avg.policy_loss=2.0 delta=0.58 maxP=0.78 entropy=1.5
[TREE TRAIN 7200] spread=2 avg.spread=1.3 childs=22652 direct=4 adaptiveK=4 value=-0.24 target=-0.65 loss=3.5 value_loss=0.17 avg.value_loss=0.088 policy_loss=3.4 avg.policy_loss=2.0 delta=0.42 maxP=0.76 entropy=1.3
[AI] Модель сохранена. Ходов 13 ХэшХ 35180886 ХэшO 959035805 Rating 4301 | Loss: 3.5 | Avg.Loss: 1.5
[RESTART] Reason: Neuro WON ( O  Count: 21 Rating: -29992) CURRENT SCORE -> Neuro: 143 (36%) | Legacy: 252 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.2 / 22.3 / 24.6 / 23.5
[TREE TRAIN 7400] spread=2 avg.spread=1.4 childs=31596631 direct=19 adaptiveK=5 value=0.23 target=0.29 loss=0.56 value_loss=0.0034 avg.value_loss=0.084 policy_loss=1.1 avg.policy_loss=1.9 delta=0.058 maxP=0.79 entropy=1.1
[TREE TRAIN 7600] spread=2.5 avg.spread=1.3 childs=2468113 direct=3 adaptiveK=3 value=-0.32 target=-0.43 loss=0.81 value_loss=0.01 avg.value_loss=0.076 policy_loss=0.71 avg.policy_loss=1.8 delta=0.1 maxP=0.88 entropy=0.94
[RESTART] Reason: NO WON ( O  Count: 25 Rating: -32595) CURRENT SCORE -> NX: 283 | NO: 113 | N-Draws: 0 Avg.Age, NNX/NNO: 21.5 / 24.6
[TREE TRAIN 7800] spread=1.5 avg.spread=1.4 childs=347760 direct=5 adaptiveK=5 value=-0.27 target=-0.31 loss=2.4 value_loss=0.0015 avg.value_loss=0.071 policy_loss=2.4 avg.policy_loss=1.8 delta=0.039 maxP=0.68 entropy=1.6
[AI] Модель сохранена. Ходов 21 ХэшХ 2261721662 ХэшO 2288830287 Rating 1362 | Loss: 2.4 | Avg.Loss: 1.4
[TREE TRAIN 8000] spread=1.5 avg.spread=1.4 childs=3153062 direct=5 adaptiveK=5 value=0.45 target=0.46 loss=0.52 value_loss=0.00018 avg.value_loss=0.068 policy_loss=1 avg.policy_loss=1.7 delta=0.013 maxP=0.82 entropy=1
[TREE TRAIN 8200] spread=0.18 avg.spread=1.4 childs=7669850 direct=3 adaptiveK=3 value=0.22 target=0.088 loss=0.9 value_loss=0.018 avg.value_loss=0.073 policy_loss=1.9 avg.policy_loss=1.7 delta=0.13 maxP=0.58 entropy=2.5
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29992) CURRENT SCORE -> NX: 290 | NO: 117 | N-Draws: 0 Avg.Age, NNX/NNO: 23.1 / 24.5
[TREE TRAIN 8400] spread=3.4 avg.spread=1.4 childs=3697022 direct=3 adaptiveK=3 value=-0.14 target=-0.083 loss=0.79 value_loss=0.003 avg.value_loss=0.062 policy_loss=0.7 avg.policy_loss=1.7 delta=0.055 maxP=0.89 entropy=0.93
[AI] Модель сохранена. Ходов 11 ХэшХ 60733446 ХэшO 54988843 Rating 340 | Loss: 0.79 | Avg.Loss: 1.3
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29994) CURRENT SCORE -> Neuro: 156 (36%) | Legacy: 274 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.2 / 21.8 / 25.2 / 23.9
[RESTART] Reason: Neuro WON ( O  Count: 19 Rating: -29994) CURRENT SCORE -> Neuro: 162 (36%) | Legacy: 279 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.2 / 21.3 / 25.2 / 23.2
[RESTART] Reason: NO WON ( O  Count: 19 Rating: -29994) CURRENT SCORE -> NX: 307 | NO: 135 | N-Draws: 0 Avg.Age, NNX/NNO: 21.4 / 22.0
[RESTART] Reason: NX WON ( X  Count: 20 Rating: -29992) CURRENT SCORE -> NX: 313 | NO: 140 | N-Draws: 0 Avg.Age, NNX/NNO: 21.1 / 21.5
[RESTART] Reason: Legacy WON ( O  Count: 19 Rating: -29994) CURRENT SCORE -> Neuro: 179 (37%) | Legacy: 297 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.2 / 20.3 / 25.2 / 21.3
[TREE TRAIN 8600] spread=1.3 avg.spread=1.4 childs=14537438 direct=23 adaptiveK=6 value=-0.38 target=-0.42 loss=1.7 value_loss=0.00098 avg.value_loss=0.071 policy_loss=1.6 avg.policy_loss=1.7 delta=0.031 maxP=0.64 entropy=1.9
[RESTART] Reason: Neuro WON ( O  Count: 27 Rating: -29992) CURRENT SCORE -> Neuro: 184 (37%) | Legacy: 303 | Draws: 4 Avg.Age, NX/NO/LX/LO: 27.1 / 20.6 / 24.9 / 21.9
[TREE TRAIN 8800] spread=0.19 avg.spread=1.5 childs=253222 direct=69 adaptiveK=6 value=0.26 target=0.096 loss=5.2 value_loss=0.027 avg.value_loss=0.074 policy_loss=5.3 avg.policy_loss=1.7 delta=0.17 maxP=0.57 entropy=2.6
[TREE TRAIN 9000] spread=2.8 avg.spread=1.5 childs=36021907 direct=19 adaptiveK=5 value=0.57 target=0.52 loss=0.44 value_loss=0.0032 avg.value_loss=0.071 policy_loss=0.8 avg.policy_loss=1.7 delta=0.056 maxP=0.87 entropy=0.93
[AI] Модель сохранена. Ходов 4 ХэшХ 7 ХэшO 6 Rating -2750 | Loss: 0.44 | Avg.Loss: 1.3
[RESTART] Reason: NX WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> NX: 332 | NO: 156 | N-Draws: 0 Avg.Age, NNX/NNO: 21.4 / 21.8
[TREE TRAIN 9200] spread=0 avg.spread=1.5 childs=100599 direct=1 adaptiveK=1 value=0.06 target=0.37 loss=5 value_loss=0.096 avg.value_loss=0.072 policy_loss=5.1 avg.policy_loss=1.8 delta=0.31 maxP=0.23 entropy=3.5
[TREE TRAIN 9400] spread=0 avg.spread=1.5 childs=235080 direct=1 adaptiveK=1 value=0.46 target=0.46 loss=0.45 value_loss=2.6e-07 avg.value_loss=0.070 policy_loss=0.82 avg.policy_loss=1.9 delta=0.00051 maxP=0.91 entropy=0.61
[TREE TRAIN 9600] spread=4 avg.spread=1.5 childs=208319 direct=4 adaptiveK=4 value=0.79 target=-0.28 loss=2 value_loss=1.1 avg.value_loss=0.069 policy_loss=3 avg.policy_loss=1.9 delta=1.1 maxP=0.46 entropy=3
[AI] Модель сохранена. Ходов 20 ХэшХ 1765824625 ХэшO 4291798958 Rating 1217 | Loss: 2 | Avg.Loss: 1.5
[RESTART] Reason: NX WON ( X  Count: 28 Rating: -29992) CURRENT SCORE -> NX: 341 | NO: 157 | N-Draws: 1 Avg.Age, NNX/NNO: 23.7 / 22.4
[TREE TRAIN 9800] spread=2.6 avg.spread=1.5 childs=38682173 direct=19 adaptiveK=5 value=0.38 target=0.47 loss=0.45 value_loss=0.0073 avg.value_loss=0.067 policy_loss=0.82 avg.policy_loss=1.8 delta=0.086 maxP=0.89 entropy=0.82
[TREE TRAIN 10000] spread=4 avg.spread=1.5 childs=1724963 direct=4 adaptiveK=4 value=0.44 target=0.47 loss=0.49 value_loss=0.00049 avg.value_loss=0.065 policy_loss=0.94 avg.policy_loss=1.9 delta=0.022 maxP=0.85 entropy=0.93
[TREE TRAIN 10200] spread=2 avg.spread=1.5 childs=3273089 direct=52 adaptiveK=5 value=0.44 target=0.43 loss=0.5 value_loss=5e-05 avg.value_loss=0.059 policy_loss=0.96 avg.policy_loss=1.8 delta=0.0071 maxP=0.93 entropy=0.6
[AI] Модель сохранена. Ходов 12 ХэшХ 263646047 ХэшO 65662278 Rating -2089 | Loss: 0.5 | Avg.Loss: 1.4
[TREE TRAIN 10400] spread=1.2 avg.spread=1.5 childs=20259030 direct=23 adaptiveK=6 value=-0.4 target=-0.44 loss=1.7 value_loss=0.002 avg.value_loss=0.055 policy_loss=1.7 avg.policy_loss=1.8 delta=0.044 maxP=0.56 entropy=1.8


******  116400 итераций всего



Start!
[AI] Модель загружена
[RESTART] Reason: Legacy WON ( X  Count: 14 Rating: -29990) CURRENT SCORE -> Neuro: 0 (0%) | Legacy: 1 | Draws: 0 Avg.Age, NX/NO/LX/LO: 0 / 0 / 14.0 / 0
    Neuro vs Neuro mode activated!
[TREE TRAIN 200] spread=2.4 avg.spread=1.7 childs=70529 direct=5 adaptiveK=5 value=0.31 target=-0.65 loss=1.9 value_loss=0.92 avg.value_loss=0.096 policy_loss=3.1 avg.policy_loss=2.2 delta=0.96 maxP=0.16 entropy=3.4
[RESTART] Reason: Legacy WON ( O  Count: 15 Rating: -32589) CURRENT SCORE -> Neuro: 5 (28%) | Legacy: 13 | Draws: 0 Avg.Age, NX/NO/LX/LO: 24.2 / 0 / 22.1 / 23.5
[TREE TRAIN 400] spread=2.2 avg.spread=1.8 childs=92470 direct=6 adaptiveK=6 value=-0.46 target=-0.32 loss=2.9 value_loss=0.019 avg.value_loss=0.11 policy_loss=3.3 avg.policy_loss=2.1 delta=0.14 maxP=0.28 entropy=3.4
[TREE TRAIN 600] spread=0.72 avg.spread=1.7 childs=175408 direct=75 adaptiveK=6 value=-0.37 target=-0.68 loss=2.9 value_loss=0.099 avg.value_loss=0.099 policy_loss=3.2 avg.policy_loss=2.2 delta=0.31 maxP=0.54 entropy=2.1
[AI] Модель сохранена. Ходов 27 ХэшХ 1140640070 ХэшO 4273921685 Rating 4751 | Loss: 2.9 | Avg.Loss: 1.6
[RESTART] Reason: Neuro WON ( O  Count: 20 Rating: 29985) CURRENT SCORE -> Neuro: 10 (34%) | Legacy: 19 | Draws: 0 Avg.Age, NX/NO/LX/LO: 25.9 / 31.3 / 22.8 / 23.0
[TREE TRAIN 800] spread=1.7 avg.spread=1.7 childs=105605 direct=4 adaptiveK=4 value=0.37 target=0.47 loss=1.3 value_loss=0.011 avg.value_loss=0.088 policy_loss=3 avg.policy_loss=2.2 delta=0.1 maxP=0.12 entropy=4.3
[TREE TRAIN 1000] spread=0.7 avg.spread=1.7 childs=853538 direct=3 adaptiveK=3 value=0.26 target=0.3 loss=0.58 value_loss=0.0018 avg.value_loss=0.091 policy_loss=1.1 avg.policy_loss=2.1 delta=0.042 maxP=0.8 entropy=1.3
[RESTART] Reason: NX WON ( X  Count: 16 Rating: -29992) CURRENT SCORE -> NX: 23 | NO: 7 | N-Draws: 0 Avg.Age, NNX/NNO: 22.7 / 31.3
[TREE TRAIN 1200] spread=4 avg.spread=1.7 childs=53236 direct=4 adaptiveK=4 value=-0.031 target=0.41 loss=0.9 value_loss=0.2 avg.value_loss=0.099 policy_loss=0.81 avg.policy_loss=2.1 delta=0.44 maxP=0.77 entropy=1.4
[AI] Модель сохранена. Ходов 9 ХэшХ 2958 ХэшO 277823 Rating -1974 | Loss: 0.9 | Avg.Loss: 1.5
[TREE TRAIN 1400] spread=0.58 avg.spread=1.7 childs=1834137 direct=3 adaptiveK=3 value=0.25 target=0.27 loss=0.73 value_loss=0.0002 avg.value_loss=0.099 policy_loss=1.5 avg.policy_loss=2.2 delta=0.014 maxP=0.49 entropy=2.8
[RESTART] Reason: NX WON ( X  Count: 17 Rating: 29991) CURRENT SCORE -> NX: 31 | NO: 10 | N-Draws: 0 Avg.Age, NNX/NNO: 22.0 / 28.2
[TREE TRAIN 1600] spread=2.4 avg.spread=1.6 childs=6997804 direct=19 adaptiveK=5 value=0.4 target=0.43 loss=0.47 value_loss=0.0012 avg.value_loss=0.093 policy_loss=0.89 avg.policy_loss=2.2 delta=0.034 maxP=0.85 entropy=0.97
[RESTART] Reason: Legacy WON ( O  Count: 33 Rating: -32593) CURRENT SCORE -> Neuro: 25 (39%) | Legacy: 39 | Draws: 0 Avg.Age, NX/NO/LX/LO: 23.8 / 23.9 / 24.7 / 23.9
[TREE TRAIN 1800] spread=2.6 avg.spread=1.6 childs=133312 direct=4 adaptiveK=4 value=-0.34 target=-0.16 loss=0.91 value_loss=0.032 avg.value_loss=0.082 policy_loss=0.92 avg.policy_loss=2.2 delta=0.18 maxP=0.66 entropy=2.1
[AI] Модель сохранена. Ходов 15 ХэшХ 537189678 ХэшO 3948443983 Rating 670 | Loss: 0.91 | Avg.Loss: 1.5
[TREE TRAIN 2000] spread=1 avg.spread=1.6 childs=86483 direct=82 adaptiveK=5 value=0.17 target=-0.28 loss=2.1 value_loss=0.2 avg.value_loss=0.079 policy_loss=4.7 avg.policy_loss=2.1 delta=0.45 maxP=0.15 entropy=4
[TREE TRAIN 2200] spread=0.39 avg.spread=1.6 childs=651969 direct=9 adaptiveK=5 value=0.29 target=0.24 loss=1.2 value_loss=0.0022 avg.value_loss=0.082 policy_loss=2.6 avg.policy_loss=2.2 delta=0.047 maxP=0.29 entropy=2.3
[RESTART] Reason: Legacy WON ( X  Count: 22 Rating: -29996) CURRENT SCORE -> Neuro: 30 (40%) | Legacy: 45 | Draws: 0 Avg.Age, NX/NO/LX/LO: 22.4 / 25.5 / 24.8 / 24.6
[TREE TRAIN 2400] spread=2 avg.spread=1.5 childs=99188 direct=4 adaptiveK=4 value=0.37 target=0.57 loss=1.5 value_loss=0.039 avg.value_loss=0.077 policy_loss=3.3 avg.policy_loss=2.1 delta=0.2 maxP=0.24 entropy=3.9
[AI] Модель сохранена. Ходов 40 ХэшХ 1566252587 ХэшO 1726630950 Rating -3261 | Loss: 1.5 | Avg.Loss: 1.5
[RESTART] Reason: NX WON ( X  Count: 32 Rating: -29996) CURRENT SCORE -> NX: 62 | NO: 13 | N-Draws: 1 Avg.Age, NNX/NNO: 24.9 / 29.7
[TREE TRAIN 2600] spread=2 avg.spread=1.5 childs=9768563 direct=23 adaptiveK=6 value=-0.2 target=-0.2 loss=1.2 value_loss=2.5e-05 avg.value_loss=0.081 policy_loss=1.3 avg.policy_loss=2.2 delta=0.005 maxP=0.61 entropy=2
[TREE TRAIN 2800] spread=1.1 avg.spread=1.5 childs=6387801 direct=5 adaptiveK=5 value=0.21 target=0.33 loss=0.68 value_loss=0.014 avg.value_loss=0.080 policy_loss=1.4 avg.policy_loss=2.1 delta=0.12 maxP=0.69 entropy=1.5
[RESTART] Reason: NX WON ( X  Count: 25 Rating: 29987) CURRENT SCORE -> NX: 71 | NO: 15 | N-Draws: 1 Avg.Age, NNX/NNO: 24.0 / 30.9
[TREE TRAIN 3000] spread=1.1 avg.spread=1.5 childs=6938707 direct=3 adaptiveK=3 value=0.32 target=0.33 loss=0.68 value_loss=0.00011 avg.value_loss=0.077 policy_loss=1.4 avg.policy_loss=2.1 delta=0.01 maxP=0.68 entropy=1.4
[AI] Модель сохранена. Ходов 6 ХэшХ 203 ХэшO 1446 Rating -1459 | Loss: 0.68 | Avg.Loss: 1.4
[TREE TRAIN 3200] spread=2.3 avg.spread=1.6 childs=5129104 direct=5 adaptiveK=5 value=0.4 target=0.33 loss=0.53 value_loss=0.0049 avg.value_loss=0.070 policy_loss=1 avg.policy_loss=2.0 delta=0.07 maxP=0.84 entropy=1
[RESTART] Reason: Neuro WON ( X  Count: 15 Rating: 32594) CURRENT SCORE -> Neuro: 54 (49%) | Legacy: 56 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.5 / 28.1 / 27.0 / 24.6
[TREE TRAIN 3400] spread=1.8 avg.spread=1.6 childs=940710 direct=10 adaptiveK=5 value=0.39 target=0.33 loss=0.55 value_loss=0.0041 avg.value_loss=0.062 policy_loss=1.1 avg.policy_loss=2.0 delta=0.064 maxP=0.78 entropy=1.3
[TREE TRAIN 3600] spread=0.17 avg.spread=1.5 childs=484068 direct=42 adaptiveK=6 value=-0.081 target=0.083 loss=3.1 value_loss=0.027 avg.value_loss=0.057 policy_loss=3.5 avg.policy_loss=2.0 delta=0.16 maxP=0.2 entropy=3.8
[AI] Модель сохранена. Ходов 11 ХэшХ 1840758 ХэшO 19379395 Rating -341 | Loss: 3.1 | Avg.Loss: 1.4
[RESTART] Reason: Neuro WON ( O  Count: 29 Rating: -32597) CURRENT SCORE -> Neuro: 62 (51%) | Legacy: 59 | Draws: 0 Avg.Age, NX/NO/LX/LO: 19.3 / 27.8 / 27.1 / 26.0
[TREE TRAIN 3800] spread=0.5 avg.spread=1.5 childs=7556073 direct=2 adaptiveK=2 value=-0.31 target=-0.33 loss=0.97 value_loss=0.00031 avg.value_loss=0.059 policy_loss=1 avg.policy_loss=2.1 delta=0.018 maxP=0.85 entropy=0.88
[TREE TRAIN 4000] spread=2.7 avg.spread=1.6 childs=40168 direct=2 adaptiveK=2 value=-0.4 target=0.52 loss=3.7 value_loss=0.85 avg.value_loss=0.054 policy_loss=3.6 avg.policy_loss=2.0 delta=0.92 maxP=0.21 entropy=3.7
[RESTART] Reason: NO WON ( O  Count: 36 Rating: 16760) CURRENT SCORE -> NX: 95 | NO: 26 | N-Draws: 1 Avg.Age, NNX/NNO: 24.5 / 33.4
[TREE TRAIN 4200] spread=1.4 avg.spread=1.6 childs=58382 direct=8 adaptiveK=5 value=-0.41 target=-0.2 loss=1.2 value_loss=0.043 avg.value_loss=0.051 policy_loss=2.6 avg.policy_loss=2.0 delta=0.21 maxP=0.49 entropy=2.2
[AI] Модель сохранена. Ходов 26 ХэшХ 3779186671 ХэшO 538818810 Rating 864 | Loss: 1.2 | Avg.Loss: 1.4
[TREE TRAIN 4400] spread=1.2 avg.spread=1.6 childs=215542 direct=5 adaptiveK=5 value=-0.46 target=-0.21 loss=2.8 value_loss=0.064 avg.value_loss=0.049 policy_loss=3.2 avg.policy_loss=2.0 delta=0.25 maxP=0.34 entropy=3.1
[RESTART] Reason: NX WON ( X  Count: 40 Rating: -29988) CURRENT SCORE -> NX: 102 | NO: 30 | N-Draws: 1 Avg.Age, NNX/NNO: 26.3 / 33.6
[TREE TRAIN 4600] spread=2.3 avg.spread=1.6 childs=6165540 direct=5 adaptiveK=5 value=0.29 target=0.33 loss=0.55 value_loss=0.0012 avg.value_loss=0.044 policy_loss=1.1 avg.policy_loss=1.9 delta=0.034 maxP=0.83 entropy=1.1
[TREE TRAIN 4800] spread=0.44 avg.spread=1.6 childs=1435545 direct=11 adaptiveK=5 value=0.26 target=0.33 loss=1 value_loss=0.0041 avg.value_loss=0.043 policy_loss=2.3 avg.policy_loss=1.8 delta=0.064 maxP=0.33 entropy=2.6
[AI] Модель сохранена. Ходов 20 ХэшХ 2388906109 ХэшO 3057401186 Rating -1459 | Loss: 1 | Avg.Loss: 1.3
[RESTART] Reason: Neuro WON ( X  Count: 15 Rating: 32594) CURRENT SCORE -> Neuro: 91 (58%) | Legacy: 65 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.4 / 30.3 / 27.4 / 26.0
[TREE TRAIN 5000] spread=1.2 avg.spread=1.7 childs=226493 direct=10 adaptiveK=5 value=0.22 target=0.35 loss=0.64 value_loss=0.018 avg.value_loss=0.042 policy_loss=1.3 avg.policy_loss=1.8 delta=0.13 maxP=0.93 entropy=0.54
[TREE TRAIN 5200] spread=3.4 avg.spread=1.7 childs=127378 direct=8 adaptiveK=5 value=0.55 target=0.8 loss=0.72 value_loss=0.063 avg.value_loss=0.039 policy_loss=1.4 avg.policy_loss=1.7 delta=0.25 maxP=0.54 entropy=1.7
[RESTART] Reason: Neuro WON ( O  Count: 35 Rating: -32188) CURRENT SCORE -> Neuro: 101 (60%) | Legacy: 66 | Draws: 0 Avg.Age, NX/NO/LX/LO: 17.2 / 31.1 / 27.5 / 26.0
[TREE TRAIN 5400] spread=0.61 avg.spread=1.7 childs=1215407 direct=9 adaptiveK=5 value=-0.051 target=-0.15 loss=0.91 value_loss=0.0091 avg.value_loss=0.040 policy_loss=2 avg.policy_loss=1.7 delta=0.095 maxP=0.42 entropy=2.5
[AI] Модель сохранена. Ходов 22 ХэшХ 4215424987 ХэшO 1004786370 Rating 607 | Loss: 0.91 | Avg.Loss: 1.2
[TREE TRAIN 5600] spread=2.5 avg.spread=1.7 childs=500312 direct=4 adaptiveK=4 value=-0.44 target=0.065 loss=1.1 value_loss=0.25 avg.value_loss=0.039 policy_loss=1 avg.policy_loss=1.7 delta=0.5 maxP=0.97 entropy=0.21
[RESTART] Reason: NO WON ( O  Count: 37 Rating: -29990) CURRENT SCORE -> NX: 122 | NO: 45 | N-Draws: 1 Avg.Age, NNX/NNO: 26.4 / 34.1
[TREE TRAIN 5800] spread=4 avg.spread=1.7 childs=862901 direct=7 adaptiveK=5 value=-0.21 target=-0.15 loss=0.73 value_loss=0.0038 avg.value_loss=0.037 policy_loss=1.5 avg.policy_loss=1.7 delta=0.062 maxP=0.63 entropy=1.6
[TREE TRAIN 6000] spread=0.85 avg.spread=1.7 childs=1317975 direct=40 adaptiveK=5 value=0.3 target=0.27 loss=0.72 value_loss=0.00045 avg.value_loss=0.034 policy_loss=1.5 avg.policy_loss=1.7 delta=0.021 maxP=0.64 entropy=2.1
[AI] Модель сохранена. Ходов 10 ХэшХ 298418 ХэшO 182091 Rating -1198 | Loss: 0.72 | Avg.Loss: 1.1
[TREE TRAIN 6200] spread=2.3 avg.spread=1.8 childs=7086802 direct=5 adaptiveK=5 value=0.29 target=0.33 loss=0.54 value_loss=0.0012 avg.value_loss=0.031 policy_loss=1.1 avg.policy_loss=1.7 delta=0.035 maxP=0.76 entropy=1.5
[RESTART] Reason: NX WON ( X  Count: 30 Rating: -17269) CURRENT SCORE -> NX: 131 | NO: 47 | N-Draws: 1 Avg.Age, NNX/NNO: 26.7 / 34.0
[TREE TRAIN 6400] spread=1.9 avg.spread=1.7 childs=98136 direct=3 adaptiveK=3 value=0.44 target=0.55 loss=0.84 value_loss=0.012 avg.value_loss=0.032 policy_loss=1.8 avg.policy_loss=1.7 delta=0.11 maxP=0.24 entropy=3.3
[RESTART] Reason: Neuro WON ( X  Count: 23 Rating: 29993) CURRENT SCORE -> Neuro: 131 (65%) | Legacy: 71 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.5 / 32.3 / 26.9 / 26.1
[TREE TRAIN 6600] spread=0.84 avg.spread=1.7 childs=124517 direct=6 adaptiveK=5 value=0.21 target=0.6 loss=1.4 value_loss=0.15 avg.value_loss=0.044 policy_loss=3 avg.policy_loss=1.8 delta=0.39 maxP=0.21 entropy=3.4
[AI] Модель сохранена. Ходов 40 ХэшХ 1419123831 ХэшO 556430318 Rating -3613 | Loss: 1.4 | Avg.Loss: 1.2
[TREE TRAIN 6800] spread=3 avg.spread=1.7 childs=86347 direct=65 adaptiveK=6 value=-0.06 target=0.14 loss=4.4 value_loss=0.041 avg.value_loss=0.051 policy_loss=5.1 avg.policy_loss=1.9 delta=0.2 maxP=0.093 entropy=4.2
[RESTART] Reason: Legacy WON ( X  Count: 22 Rating: -32591) CURRENT SCORE -> Neuro: 137 (64%) | Legacy: 76 | Draws: 0 Avg.Age, NX/NO/LX/LO: 16.5 / 32.2 / 26.3 / 25.9
[RESTART] Reason: NX WON ( X  Count: 22 Rating: -32591) CURRENT SCORE -> NX: 160 | NO: 53 | N-Draws: 1 Avg.Age, NNX/NNO: 24.0 / 34.0
[TREE TRAIN 7000] spread=1.4 avg.spread=1.7 childs=7531531 direct=5 adaptiveK=5 value=0.21 target=0.18 loss=0.66 value_loss=0.00069 avg.value_loss=0.048 policy_loss=1.4 avg.policy_loss=1.8 delta=0.026 maxP=0.69 entropy=1.6
[RESTART] Reason: NX WON ( X  Count: 32 Rating: -32591) CURRENT SCORE -> NX: 171 | NO: 53 | N-Draws: 1 Avg.Age, NNX/NNO: 22.9 / 34.0
[TREE TRAIN 7200] spread=0.2 avg.spread=1.6 childs=143554 direct=2 adaptiveK=2 value=-0.0041 target=-0.41 loss=0.88 value_loss=0.17 avg.value_loss=0.051 policy_loss=1.7 avg.policy_loss=1.9 delta=0.41 maxP=0.54 entropy=2
[AI] Модель сохранена. Ходов 22 ХэшХ 1414632609 ХэшO 3811825810 Rating 1976 | Loss: 0.88 | Avg.Loss: 1.3



******  123600 итераций всего, дерево выросло до 24М
