├── .gitignore ├── README.md ├── eval.cpp ├── eval.h ├── gomoku.cpp ├── gomoku.h ├── gomokuer.exe ├── gomokuer.sln ├── gomokuer.vcxproj ├── gomokuer.vcxproj.filters ├── gomokuer.vcxproj.user ├── main.cpp ├── play.cpp ├── play.h ├── py ├── config.py ├── data.py ├── dir_util.py ├── evaluator.py ├── fullauto.py ├── merge.py ├── model.py ├── resnet.py ├── scratch.py ├── selfplay.py ├── test.py ├── train.py ├── utilities.py └── weight_util.py ├── py_util.cpp ├── py_util.h ├── search.cpp ├── search.h ├── selfplay.cpp ├── selfplay.h ├── vs_Yixin_2015.gif ├── weights ├── 0.pkl ├── 1.pkl ├── 10.pkl ├── 100.pkl ├── 101.pkl ├── 102.pkl ├── 103.pkl ├── 104.pkl ├── 105.pkl ├── 106.pkl ├── 107.pkl ├── 108.pkl ├── 109.pkl ├── 11.pkl ├── 110.pkl ├── 111.pkl ├── 112.pkl ├── 113.pkl ├── 114.pkl ├── 115.pkl ├── 116.pkl ├── 117.pkl ├── 118.pkl ├── 119.pkl ├── 12.pkl ├── 120.pkl ├── 121.pkl ├── 122.pkl ├── 123.pkl ├── 124.pkl ├── 125.pkl ├── 13.pkl ├── 14.pkl ├── 15.pkl ├── 16.pkl ├── 17.pkl ├── 18.pkl ├── 19.pkl ├── 2.pkl ├── 20.pkl ├── 21.pkl ├── 22.pkl ├── 23.pkl ├── 24.pkl ├── 25.pkl ├── 26.pkl ├── 27.pkl ├── 28.pkl ├── 29.pkl ├── 3.pkl ├── 30.pkl ├── 31.pkl ├── 32.pkl ├── 33.pkl ├── 34.pkl ├── 35.pkl ├── 36.pkl ├── 37.pkl ├── 38.pkl ├── 39.pkl ├── 4.pkl ├── 40.pkl ├── 41.pkl ├── 42.pkl ├── 43.pkl ├── 44.pkl ├── 45.pkl ├── 46.pkl ├── 47.pkl ├── 48.pkl ├── 49.pkl ├── 5.pkl ├── 50.pkl ├── 51.pkl ├── 52.pkl ├── 53.pkl ├── 54.pkl ├── 55.pkl ├── 56.pkl ├── 57.pkl ├── 58.pkl ├── 59.pkl ├── 6.pkl ├── 60.pkl ├── 61.pkl ├── 62.pkl ├── 63.pkl ├── 64.pkl ├── 65.pkl ├── 66.pkl ├── 67.pkl ├── 68.pkl ├── 69.pkl ├── 7.pkl ├── 70.pkl ├── 71.pkl ├── 72.pkl ├── 73.pkl ├── 74.pkl ├── 75.pkl ├── 76.pkl ├── 77.pkl ├── 78.pkl ├── 79.pkl ├── 8.pkl ├── 80.pkl ├── 81.pkl ├── 82.pkl ├── 83.pkl ├── 84.pkl ├── 85.pkl ├── 86.pkl ├── 87.pkl ├── 88.pkl ├── 89.pkl ├── 9.pkl ├── 90.pkl ├── 91.pkl ├── 92.pkl ├── 93.pkl ├── 94.pkl ├── 95.pkl ├── 96.pkl ├── 97.pkl ├── 98.pkl ├── 99.pkl ├── best │ └── 123 ├── current │ └── 125 ├── eval │ └── queue │ │ └── 125 └── log │ ├── 100_99 WLRatio 1.43 PASS │ ├── 101_100 WLRatio 1.27 PASS │ ├── 102_101 WLRatio 1.58 PASS │ ├── 103_102 WLRatio 0.821 FAIL │ ├── 104_102 WLRatio 1.26 PASS │ ├── 105_104 WLRatio 0.581 FAIL │ ├── 106_104 WLRatio 1.08 FAIL │ ├── 107_104 WLRatio 1.4 PASS │ ├── 108_107 WLRatio 0.846 FAIL │ ├── 109_107 WLRatio 0.633 FAIL │ ├── 110_107 WLRatio 1.32 PASS │ ├── 111_110 WLRatio 0.69 FAIL │ ├── 112_110 WLRatio 1.32 PASS │ ├── 113_112 WLRatio 1.72 PASS │ ├── 114_113 WLRatio 1.08 FAIL │ ├── 115_113 WLRatio 1.0 FAIL │ ├── 116_113 WLRatio 1.08 FAIL │ ├── 117_113 WLRatio 1.72 PASS │ ├── 118_117 WLRatio 0.889 FAIL │ ├── 119_117 WLRatio 1.04 FAIL │ ├── 120_117 WLRatio 1.58 PASS │ ├── 121_120 WLRatio 2.77 PASS │ ├── 122_121 WLRatio 1.45 PASS │ ├── 123_122 WLRatio 1.72 PASS │ ├── 124_123 WLRatio 1.08 FAIL │ ├── 16_15 WLRatio 1.85 PASS │ ├── 17_16 WLRatio 0.205 FAIL │ ├── 18_16 WLRatio 0.562 FAIL │ ├── 19_16 WLRatio 1.41 PASS │ ├── 20_19 WLRatio 1.0 FAIL │ ├── 21_19 WLRatio 1.43 PASS │ ├── 22_21 WLRatio 1.17 FAIL │ ├── 23_21 WLRatio 9.2 PASS │ ├── 24_23 WLRatio 1.4 PASS │ ├── 25_24 WLRatio 1.09 FAIL │ ├── 26_24 WLRatio 1.04 FAIL │ ├── 27_24 WLRatio 1.94 PASS │ ├── 28_27 WLRatio 1.48 PASS │ ├── 29_28 WLRatio 1.33 PASS │ ├── 30_29 WLRatio 2.0 PASS │ ├── 31_30 WLRatio 1.63 PASS │ ├── 32_31 WLRatio 1.08 FAIL │ ├── 33_31 WLRatio 1.23 PASS │ ├── 34_33 WLRatio 1.27 PASS │ ├── 35_34 WLRatio 1.32 PASS │ ├── 36_35 WLRatio 0.677 FAIL │ ├── 37_35 WLRatio 1.08 FAIL │ ├── 38_35 WLRatio 1.74 PASS │ ├── 39_38 WLRatio 0.923 FAIL │ ├── 40_38 WLRatio 1.04 FAIL │ ├── 41_38 WLRatio 1.5 PASS │ ├── 42_41 WLRatio 0.923 FAIL │ ├── 43_41 WLRatio 1.0 FAIL │ ├── 44_41 WLRatio 1.68 PASS │ ├── 45_44 WLRatio 1.38 PASS │ ├── 46_45 WLRatio 0.962 FAIL │ ├── 47_45 WLRatio 1.0 FAIL │ ├── 48_45 WLRatio 1.27 PASS │ ├── 49_48 WLRatio 1.43 PASS │ ├── 50_49 WLRatio 1.0 FAIL │ ├── 51_49 WLRatio 0.926 FAIL │ ├── 52_49 WLRatio 1.17 FAIL │ ├── 53_49 WLRatio 0.815 FAIL │ ├── 54_49 WLRatio 1.08 FAIL │ ├── 55_49 WLRatio 1.08 FAIL │ ├── 56_49 WLRatio 0.962 FAIL │ ├── 57_49 WLRatio 1.63 PASS │ ├── 58_57 WLRatio 1.0 FAIL │ ├── 59_57 WLRatio 1.0 FAIL │ ├── 60_57 WLRatio 0.852 FAIL │ ├── 61_57 WLRatio 1.08 FAIL │ ├── 62_57 WLRatio 0.96 FAIL │ ├── 63_57 WLRatio 1.63 PASS │ ├── 64_63 WLRatio 1.68 PASS │ ├── 65_64 WLRatio 1.0 FAIL │ ├── 66_64 WLRatio 1.04 FAIL │ ├── 67_64 WLRatio 1.23 PASS │ ├── 68_67 WLRatio 1.04 FAIL │ ├── 69_67 WLRatio 1.45 PASS │ ├── 70_69 WLRatio 0.889 FAIL │ ├── 71_69 WLRatio 0.786 FAIL │ ├── 72_69 WLRatio 1.32 PASS │ ├── 73_72 WLRatio 0.6 FAIL │ ├── 74_72 WLRatio 1.63 PASS │ ├── 75_74 WLRatio 0.5 FAIL │ ├── 76_74 WLRatio 1.43 PASS │ ├── 77_76 WLRatio 1.08 FAIL │ ├── 78_76 WLRatio 0.889 FAIL │ ├── 79_76 WLRatio 0.96 FAIL │ ├── 80_76 WLRatio 1.12 FAIL │ ├── 81_76 WLRatio 0.759 FAIL │ ├── 82_76 WLRatio 1.58 PASS │ ├── 83_82 WLRatio 1.33 PASS │ ├── 84_83 WLRatio 0.852 FAIL │ ├── 85_83 WLRatio 0.828 FAIL │ ├── 86_83 WLRatio 1.0 FAIL │ ├── 87_83 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/weights/log/124_123 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/16_15 WLRatio 1.85 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/17_16 WLRatio 0.205 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/18_16 WLRatio 0.562 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/19_16 WLRatio 1.41 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/20_19 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/21_19 WLRatio 1.43 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/22_21 WLRatio 1.17 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/23_21 WLRatio 9.2 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/24_23 WLRatio 1.4 PASS: 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WLRatio 1.33 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/30_29 WLRatio 2.0 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/31_30 WLRatio 1.63 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/32_31 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/33_31 WLRatio 1.23 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/34_33 WLRatio 1.27 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/35_34 WLRatio 1.32 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/36_35 WLRatio 0.677 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/37_35 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/38_35 WLRatio 1.74 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/39_38 WLRatio 0.923 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/40_38 WLRatio 1.04 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/41_38 WLRatio 1.5 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/42_41 WLRatio 0.923 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/43_41 WLRatio 1.0 FAIL: 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WLRatio 1.27 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/49_48 WLRatio 1.43 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/50_49 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/51_49 WLRatio 0.926 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/52_49 WLRatio 1.17 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/53_49 WLRatio 0.815 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/54_49 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/55_49 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/56_49 WLRatio 0.962 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/57_49 WLRatio 1.63 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/58_57 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/59_57 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/60_57 WLRatio 0.852 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/61_57 WLRatio 1.08 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/62_57 WLRatio 0.96 FAIL: 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WLRatio 1.23 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/68_67 WLRatio 1.04 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/69_67 WLRatio 1.45 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/70_69 WLRatio 0.889 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/71_69 WLRatio 0.786 FAIL: -------------------------------------------------------------------------------- 1 | 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/weights/log/81_76 WLRatio 0.759 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/82_76 WLRatio 1.58 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/83_82 WLRatio 1.33 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/84_83 WLRatio 0.852 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/85_83 WLRatio 0.828 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/86_83 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/87_83 WLRatio 1.13 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/88_83 WLRatio 1.0 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/89_83 WLRatio 1.5 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/90_89 WLRatio 1.29 PASS: 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/weights/log/95_93 WLRatio 0.724 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/96_93 WLRatio 0.786 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/97_93 WLRatio 0.926 FAIL: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/98_93 WLRatio 2.27 PASS: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/log/99_98 WLRatio 2.0 PASS: -------------------------------------------------------------------------------- 1 | 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