diff --git a/data/model10.txt b/data/model10.txt new file mode 100644 index 0000000..d5165b3 --- /dev/null +++ b/data/model10.txt @@ -0,0 +1,51 @@ +iter Level 01 Level 05 Level 10 Level 15 Level 20 + 1: 41 35 22 20 24 + 2: 34 34 31 35 26 + 3: 30 15 34 26 21 + 4: 30 30 27 22 22 + 5: 15 28 38 29 31 + 6: 33 40 26 24 19 + 7: 44 31 24 43 37 + 8: 19 18 43 36 24 + 9: 20 42 39 40 30 + 10: 30 48 13 22 22 + 11: 46 36 30 25 29 + 12: 35 12 32 24 26 + 13: 20 31 39 32 18 + 14: 46 36 34 24 32 + 15: 28 35 35 26 35 + 16: 38 49 26 33 23 + 17: 13 50 26 23 30 + 18: 24 34 19 19 25 + 19: 40 30 40 29 28 + 20: 45 44 27 9 19 + 21: 27 38 26 28 26 + 22: 45 47 30 43 26 + 23: 56 25 36 36 25 + 24: 36 15 19 29 18 + 25: 36 44 32 27 31 + 26: 49 31 27 35 24 + 27: 44 24 27 28 18 + 28: 20 72 30 21 20 + 29: 15 42 23 35 29 + 30: 16 13 41 22 18 + 31: 10 24 14 25 24 + 32: 35 38 27 35 27 + 33: 17 29 30 26 14 + 34: 46 48 14 36 35 + 35: 47 32 27 29 37 + 36: 38 41 36 22 28 + 37: 35 61 16 33 17 + 38: 61 31 34 38 36 + 39: 36 38 24 35 18 + 40: 51 28 28 30 18 + 41: 36 38 22 38 18 + 42: 59 29 30 36 32 + 43: 26 29 32 33 27 + 44: 20 36 25 22 18 + 45: 26 28 21 28 23 + 46: 46 40 17 25 27 + 47: 54 28 24 30 23 + 48: 40 34 19 36 25 + 49: 37 34 33 46 18 + 50: 12 58 22 27 18 diff --git a/data/model12.txt b/data/model12.txt new file mode 100644 index 0000000..5052621 --- /dev/null +++ b/data/model12.txt @@ -0,0 +1,51 @@ +iter Level 01 Level 05 Level 10 Level 15 Level 20 + 1: 31 48 34 40 23 + 2: 25 30 22 30 17 + 3: 43 20 19 46 26 + 4: 27 26 22 39 30 + 5: 32 37 16 24 17 + 6: 39 21 44 26 24 + 7: 49 40 23 36 27 + 8: 29 40 23 24 32 + 9: 48 31 23 26 11 + 10: 27 47 17 45 29 + 11: 34 33 32 31 26 + 12: 28 31 17 19 27 + 13: 39 33 26 13 31 + 14: 54 36 37 23 24 + 15: 30 39 27 46 28 + 16: 36 25 24 32 26 + 17: 33 31 18 36 28 + 18: 64 18 30 26 13 + 19: 33 40 24 42 21 + 20: 43 45 36 38 16 + 21: 58 35 36 34 23 + 22: 31 28 35 22 36 + 23: 44 21 25 24 26 + 24: 39 29 19 19 24 + 25: 23 16 47 31 20 + 26: 56 13 28 21 24 + 27: 29 38 36 34 32 + 28: 36 21 27 36 36 + 29: 26 45 21 32 34 + 30: 53 48 25 39 37 + 31: 40 40 14 24 37 + 32: 60 32 35 40 21 + 33: 16 26 26 20 36 + 34: 39 28 18 39 34 + 35: 15 25 29 17 23 + 36: 35 26 34 27 27 + 37: 35 41 29 29 31 + 38: 34 24 27 36 39 + 39: 41 42 33 28 39 + 40: 59 41 34 32 27 + 41: 35 38 19 27 28 + 42: 23 37 39 27 36 + 43: 31 39 27 38 27 + 44: 61 45 27 29 26 + 45: 80 20 31 30 29 + 46: 48 33 23 19 23 + 47: 35 29 17 33 24 + 48: 37 23 18 32 35 + 49: 23 27 11 30 31 + 50: 37 38 32 19 24 diff --git a/data/model14.txt b/data/model14.txt new file mode 100644 index 0000000..2c96e03 --- /dev/null +++ b/data/model14.txt @@ -0,0 +1,52 @@ +iter Level 01 Level 05 Level 10 Level 15 Level 20 + 1: 27 42 51 31 27 + 2: 45 41 31 19 27 + 3: 24 37 35 32 28 + 4: 17 28 38 20 21 + 5: 44 33 51 32 27 + 6: 55 38 27 32 20 + 7: 57 41 40 34 34 + 8: 37 55 25 36 38 + 9: 35 12 28 27 21 + 10: 20 48 29 39 34 + 11: 51 27 32 30 35 + 12: 50 61 25 34 28 + 13: 43 42 23 20 27 + 14: 38 21 38 34 28 + 15: 16 34 15 36 16 + 16: 34 41 34 25 20 + 17: 29 34 26 32 29 + 18: 35 42 27 26 29 + 19: 43 34 30 41 26 + 20: 40 51 32 35 31 + 21: 30 34 35 34 31 + 22: 32 46 18 30 30 + 23: 36 29 24 29 27 + 24: 74 39 24 31 20 + 25: 58 41 35 17 19 + 26: 36 51 27 42 35 + 27: 37 29 27 6 33 + 28: 37 31 29 23 40 + 29: 33 37 25 13 33 + 30: 45 18 31 26 20 + 31: 38 38 37 29 21 + 32: 91 47 42 20 21 + 33: 43 49 67 26 37 + 34: 82 30 30 41 21 + 35: 40 28 36 26 24 + 36: 32 32 29 21 26 + 37: 33 29 15 40 28 + 38: 28 24 35 25 31 + 39: 20 35 39 22 31 + 40: 27 21 30 19 14 + 41: 28 30 29 29 28 + 42: 30 17 31 25 25 + 43: 43 31 24 17 12 + 44: 56 35 30 33 24 + 45: 35 24 31 25 21 + 46: 11 53 32 32 16 + 47: 41 36 6 32 31 + 48: 38 37 44 37 30 + 49: 29 24 21 25 31 + 50: 21 36 36 33 24 +win: 0 0 0 0 0 diff --git a/data/model16.txt b/data/model16.txt new file mode 100644 index 0000000..3d0e169 --- /dev/null +++ b/data/model16.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 53 27 19 32 12 + 2: 36 31 35 47 34 + 3: 29 39 16 34 23 + 4: 41 39 33 36 22 + 5: 27 47 30 35 34 + 6: 31 47 41 14 31 + 7: 52 16 48 13 30 + 8: 45 34 26 26 27 + 9: 83 46 37 27 29 + 10: 26 37 39 26 26 + 11: 43 38 35 24 41 + 12: 38 41 29 29 31 + 13: 45 33 35 43 32 + 14: 23 41 21 29 15 + 15: 36 19 26 43 13 + 16: 41 32 40 19 18 + 17: 43 25 32 21 30 + 18: 33 47 25 31 18 + 19: 44 39 49 42 20 + 20: 30 44 25 26 24 + 21: 32 43 19 22 33 + 22: 35 18 33 24 27 + 23: 52 32 29 19 17 + 24: 28 39 22 32 13 + 25: 38 40 20 20 22 + 26: 35 35 31 34 17 + 27: 24 44 31 16 26 + 28: 52 29 25 29 25 + 29: 30 38 32 33 27 + 30: 85 34 24 31 24 + 31: 50 19 49 9 23 + 32: 48 19 35 28 23 + 33: 57 20 29 21 24 + 34: 35 30 34 15 27 + 35: 25 33 30 35 25 + 36: 52 27 29 20 20 + 37: 37 33 42 9 29 + 38: 25 33 46 34 9 + 39: 50 28 32 16 17 + 40: 25 37 15 24 37 + 41: 85 54 26 36 17 + 42: 53 32 27 21 28 + 43: 18 28 24 29 16 + 44: 53 30 16 22 31 + 45: 43 35 23 25 33 + 46: 52 37 36 16 24 + 47: 62 37 34 39 24 + 48: 47 31 33 27 23 + 49: 35 45 32 24 26 + 50: 59 33 26 21 36 +win: 0 0 0 0 0 diff --git a/data/model18.txt b/data/model18.txt new file mode 100644 index 0000000..3e0dcbc --- /dev/null +++ b/data/model18.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 40 22 39 33 27 + 2: 33 28 26 15 29 + 3: 41 41 39 29 23 + 4: 27 43 28 37 28 + 5: 41 38 41 17 23 + 6: 36 42 39 19 25 + 7: 39 26 33 23 31 + 8: 36 50 28 18 27 + 9: 59 49 47 43 29 + 10: 49 43 20 25 23 + 11: 50 33 26 27 19 + 12: 30 42 24 27 29 + 13: 31 40 53 25 19 + 14: 40 21 37 16 20 + 15: 35 29 45 28 23 + 16: 29 38 36 29 15 + 17: 35 36 17 18 16 + 18: 32 17 46 30 25 + 19: 28 31 22 33 21 + 20: 31 17 36 19 20 + 21: 43 22 20 32 28 + 22: 33 26 27 33 29 + 23: 28 36 23 32 28 + 24: 15 46 31 33 33 + 25: 44 31 30 27 24 + 26: 39 26 27 24 25 + 27: 41 28 27 26 21 + 28: 24 19 33 32 16 + 29: 40 51 33 30 27 + 30: 31 30 28 37 26 + 31: 43 35 34 49 24 + 32: 32 28 18 24 30 + 33: 45 29 42 50 32 + 34: 28 36 38 28 27 + 35: 70 33 30 28 21 + 36: 32 35 29 31 21 + 37: 71 30 27 24 31 + 38: 16 26 23 17 24 + 39: 46 32 35 24 36 + 40: 25 11 33 33 26 + 41: 48 43 34 36 22 + 42: 44 17 25 22 33 + 43: 44 35 41 36 33 + 44: 29 37 30 28 31 + 45: 68 34 37 17 28 + 46: 23 33 45 27 27 + 47: 28 42 31 32 30 + 48: 36 26 39 34 34 + 49: 64 31 36 34 20 + 50: 27 47 34 36 23 +win: 0 0 0 0 0 diff --git a/data/model20.txt b/data/model20.txt new file mode 100644 index 0000000..781dc93 --- /dev/null +++ b/data/model20.txt @@ -0,0 +1,52 @@ +iter Level 01 Level 05 Level 10 Level 15 Level 20 + 1: 98 34 31 24 34 + 2: 45 17 31 35 29 + 3: 31 42 21 40 30 + 4: 55 34 50 28 21 + 5: 41 40 37 32 25 + 6: 71 39 38 30 26 + 7: 56 35 33 28 22 + 8: 46 29 17 33 19 + 9: 51 41 60 43 26 + 10: 34 17 31 34 16 + 11: 52 35 31 41 31 + 12: 36 31 25 34 28 + 13: 49 43 19 32 26 + 14: 43 46 39 25 27 + 15: 43 30 45 29 32 + 16: 37 21 32 39 29 + 17: 25 30 30 43 24 + 18: 40 29 38 45 26 + 19: 113 73 34 22 30 + 20: 34 29 21 42 27 + 21: 33 26 49 29 25 + 22: 27 42 31 35 29 + 23: 47 66 40 28 27 + 24: 37 42 34 28 38 + 25: 65 30 26 27 29 + 26: 58 31 30 30 29 + 27: 48 31 23 33 34 + 28: 52 30 19 33 36 + 29: 38 45 53 19 33 + 30: 55 35 38 36 26 + 31: 32 28 22 21 28 + 32: 39 81 26 30 26 + 33: 39 43 29 47 28 + 34: 38 43 42 34 29 + 35: 28 35 27 26 27 + 36: 25 25 52 36 27 + 37: 45 25 36 35 35 + 38: 7 35 47 35 37 + 39: 37 29 35 36 20 + 40: 35 30 27 35 24 + 41: 48 32 37 25 18 + 42: 35 35 25 31 38 + 43: 38 26 27 26 28 + 44: 42 64 42 20 26 + 45: 42 28 35 31 32 + 46: 40 35 33 30 27 + 47: 36 53 41 29 31 + 48: 29 37 34 29 28 + 49: 28 34 38 37 23 + 50: 40 25 39 24 33 +win: 0 0 0 0 0 diff --git a/data/model22.txt b/data/model22.txt new file mode 100644 index 0000000..aa0f96e --- /dev/null +++ b/data/model22.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 51 33 30 27 24 + 2: 55 22 34 26 21 + 3: 38 49 34 21 32 + 4: 40 28 35 34 38 + 5: 41 45 34 27 23 + 6: 30 34 28 37 26 + 7: 39 24 35 34 28 + 8: 56 46 26 30 24 + 9: 99 29 40 34 27 + 10: 21 48 29 34 31 + 11: 37 29 23 33 24 + 12: 40 22 31 30 41 + 13: 61 42 29 26 27 + 14: 39 37 28 27 31 + 15: 63 50 27 34 27 + 16: 46 14 29 32 30 + 17: 74 32 33 15 27 + 18: 33 28 41 25 34 + 19: 28 31 29 20 40 + 20: 49 34 32 40 32 + 21: 70 43 26 25 29 + 22: 42 36 33 36 34 + 23: 27 38 23 26 28 + 24: 78 35 23 15 29 + 25: 20 44 26 35 24 + 26: 63 32 24 46 24 + 27: 38 38 38 30 21 + 28: 27 50 22 32 27 + 29: 25 32 36 27 31 + 30: 31 38 19 31 28 + 31: 82 38 38 19 31 + 32: 31 34 37 45 35 + 33: 36 21 26 38 30 + 34: 30 27 31 39 38 + 35: 42 41 32 27 35 + 36: 44 28 43 36 31 + 37: 27 41 35 24 27 + 38: 30 43 30 26 27 + 39: 25 31 33 37 32 + 40: 36 45 32 33 28 + 41: 19 26 24 21 32 + 42: 17 38 32 22 29 + 43: 37 34 46 31 25 + 44: 45 27 33 40 28 + 45: 47 41 13 20 28 + 46: 38 38 28 41 30 + 47: 47 31 23 26 29 + 48: 17 32 20 34 25 + 49: 44 62 39 38 31 + 50: 41 19 37 52 28 +win: 0 0 0 0 0 diff --git a/data/model24.txt b/data/model24.txt new file mode 100644 index 0000000..ccc85be --- /dev/null +++ b/data/model24.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 62 48 26 25 20 + 2: 32 39 77 34 22 + 3: 64 58 28 30 32 + 4: 45 40 33 28 28 + 5: 25 32 26 24 37 + 6: 48 31 39 35 23 + 7: 36 29 42 22 24 + 8: 81 33 34 28 21 + 9: 43 28 27 25 30 + 10: 28 50 35 29 30 + 11: 44 42 32 24 30 + 12: 45 49 33 15 26 + 13: 37 46 38 32 32 + 14: 38 33 22 29 29 + 15: 33 46 23 23 30 + 16: 35 25 34 40 24 + 17: 72 40 33 32 28 + 18: 30 18 17 28 28 + 19: 39 37 32 37 20 + 20: 33 27 28 48 28 + 21: 47 34 29 28 25 + 22: 38 48 24 37 18 + 23: 48 34 28 38 24 + 24: 37 74 39 26 30 + 25: 48 51 26 24 27 + 26: 50 35 45 32 23 + 27: 57 20 27 40 29 + 28: 34 49 41 37 33 + 29: 66 39 27 36 15 + 30: 24 33 28 37 28 + 31: 50 34 28 31 26 + 32: 29 39 38 47 29 + 33: 48 34 31 27 24 + 34: 42 37 37 32 30 + 35: 28 29 34 30 31 + 36: 20 34 29 40 19 + 37: 27 46 54 29 21 + 38: 39 51 26 40 18 + 39: 32 52 14 22 32 + 40: 47 38 22 38 36 + 41: 33 36 24 46 31 + 42: 39 31 42 20 34 + 43: 29 31 28 31 27 + 44: 49 42 28 24 38 + 45: 58 33 39 31 29 + 46: 45 52 31 24 26 + 47: 48 44 30 35 25 + 48: 26 37 25 34 18 + 49: 23 24 29 32 35 + 50: 34 42 30 35 25 +win: 0 0 0 0 0 diff --git a/data/model26.txt b/data/model26.txt new file mode 100644 index 0000000..be33c1a --- /dev/null +++ b/data/model26.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 29 25 16 22 29 + 2: 46 5 30 34 30 + 3: 42 33 34 29 48 + 4: 36 51 25 34 32 + 5: 33 22 51 41 38 + 6: 26 36 12 28 29 + 7: 35 25 24 33 25 + 8: 39 30 15 30 39 + 9: 27 24 27 26 25 + 10: 62 35 52 17 34 + 11: 58 36 38 19 37 + 12: 57 19 28 22 25 + 13: 66 47 18 34 17 + 14: 39 8 26 27 29 + 15: 46 26 21 42 18 + 16: 57 18 34 37 27 + 17: 73 33 32 18 33 + 18: 30 48 23 34 34 + 19: 40 67 32 42 21 + 20: 27 24 9 55 27 + 21: 43 21 44 19 9 + 22: 25 20 28 20 36 + 23: 13 23 15 30 18 + 24: 79 67 22 41 28 + 25: 34 24 20 16 22 + 26: 20 54 28 34 33 + 27: 25 34 35 32 30 + 28: 30 14 30 29 28 + 29: 35 18 38 44 34 + 30: 48 21 26 24 34 + 31: 31 37 22 37 38 + 32: 39 36 27 43 28 + 33: 49 39 33 29 32 + 34: 34 29 17 36 38 + 35: 44 77 11 25 41 + 36: 23 22 37 26 40 + 37: 39 23 17 22 35 + 38: 37 19 27 33 22 + 39: 49 90 45 29 29 + 40: 43 32 37 19 26 + 41: 61 15 13 35 32 + 42: 44 39 36 23 22 + 43: 45 32 21 37 29 + 44: 33 25 27 30 40 + 45: 59 46 25 35 30 + 46: 36 43 47 35 38 + 47: 14 31 32 44 45 + 48: 43 34 32 21 27 + 49: 33 50 28 22 30 + 50: 52 57 46 31 42 +win: 0 0 0 0 0 diff --git a/data/model28.txt b/data/model28.txt new file mode 100644 index 0000000..c7eb738 --- /dev/null +++ b/data/model28.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 53 44 36 26 29 + 2: 27 33 19 20 20 + 3: 27 38 39 23 30 + 4: 56 34 29 39 28 + 5: 71 39 23 13 27 + 6: 27 21 31 31 33 + 7: 37 35 26 30 31 + 8: 23 24 32 35 17 + 9: 62 38 31 29 19 + 10: 55 38 35 32 19 + 11: 39 38 30 40 32 + 12: 22 43 48 19 31 + 13: 49 21 19 27 20 + 14: 34 27 30 22 18 + 15: 47 35 32 31 29 + 16: 75 27 37 32 34 + 17: 27 33 29 42 23 + 18: 11 10 21 36 23 + 19: 31 39 26 29 12 + 20: 38 27 33 25 34 + 21: 32 36 32 27 30 + 22: 47 37 27 19 17 + 23: 37 29 36 25 37 + 24: 28 33 24 31 24 + 25: 49 46 20 24 37 + 26: 73 31 44 31 30 + 27: 25 38 20 28 27 + 28: 27 44 33 38 21 + 29: 42 45 25 30 28 + 30: 33 29 22 36 20 + 31: 31 28 29 32 25 + 32: 40 45 34 24 20 + 33: 41 11 12 34 21 + 34: 48 26 25 21 31 + 35: 35 16 31 38 15 + 36: 28 29 26 52 28 + 37: 65 24 23 23 14 + 38: 26 25 13 21 24 + 39: 34 39 19 25 20 + 40: 31 38 51 28 28 + 41: 40 36 33 25 27 + 42: 23 37 27 19 33 + 43: 48 19 28 15 19 + 44: 36 46 19 44 28 + 45: 21 34 31 27 37 + 46: 49 72 31 26 24 + 47: 45 31 47 34 39 + 48: 30 42 34 37 33 + 49: 53 11 32 27 28 + 50: 32 54 35 24 19 +win: 0 0 0 0 0 diff --git a/data/model30.txt b/data/model30.txt new file mode 100644 index 0000000..af46931 --- /dev/null +++ b/data/model30.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 48 22 20 16 23 + 2: 39 32 9 30 17 + 3: 20 35 27 34 28 + 4: 61 43 22 40 16 + 5: 58 36 10 27 25 + 6: 49 22 74 42 26 + 7: 20 21 24 33 58 + 8: 32 32 43 28 12 + 9: 47 15 17 25 17 + 10: 34 38 19 34 30 + 11: 57 18 43 27 23 + 12: 16 25 37 21 25 + 13: 26 45 23 30 23 + 14: 30 40 38 31 20 + 15: 50 34 35 19 9 + 16: 43 30 23 32 9 + 17: 32 47 21 19 10 + 18: 33 35 37 34 10 + 19: 38 34 33 27 19 + 20: 40 50 21 30 15 + 21: 59 52 32 22 25 + 22: 25 31 42 23 27 + 23: 27 21 40 31 27 + 24: 50 27 35 29 27 + 25: 37 32 41 35 36 + 26: 25 51 53 16 22 + 27: 22 12 28 14 34 + 28: 47 42 28 34 40 + 29: 67 47 41 47 23 + 30: 79 29 33 22 18 + 31: 39 30 30 30 27 + 32: 51 47 26 33 32 + 33: 28 50 70 42 28 + 34: 40 21 42 18 27 + 35: 68 24 38 35 21 + 36: 20 16 37 34 27 + 37: 32 29 31 17 18 + 38: 59 35 23 32 19 + 39: 38 63 34 34 17 + 40: 58 26 52 25 29 + 41: 35 50 58 51 23 + 42: 38 30 13 49 26 + 43: 37 41 35 27 31 + 44: 42 59 22 24 21 + 45: 6 24 23 33 23 + 46: 63 34 40 33 21 + 47: 32 31 22 16 14 + 48: 31 51 47 30 30 + 49: 20 27 25 26 22 + 50: 39 27 36 22 27 +win: 0 0 0 0 0 diff --git a/data/model32.txt b/data/model32.txt new file mode 100644 index 0000000..f4c5b4c --- /dev/null +++ b/data/model32.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 53 22 29 27 25 + 2: 41 37 34 25 31 + 3: 46 36 43 28 19 + 4: 40 30 29 34 19 + 5: 38 27 19 29 28 + 6: 38 37 26 39 24 + 7: 45 60 44 28 27 + 8: 60 40 41 32 23 + 9: 29 32 41 35 18 + 10: 42 31 40 28 27 + 11: 54 36 29 30 34 + 12: 52 25 43 16 23 + 13: 15 45 43 34 23 + 14: 39 31 30 43 33 + 15: 22 38 31 25 31 + 16: 22 39 30 35 34 + 17: 56 42 19 37 31 + 18: 56 33 45 18 32 + 19: 36 27 32 29 29 + 20: 49 37 39 33 30 + 21: 48 37 26 20 32 + 22: 40 53 31 40 25 + 23: 41 21 44 27 27 + 24: 31 58 31 35 24 + 25: 43 43 23 31 35 + 26: 38 48 39 37 36 + 27: 58 49 45 29 29 + 28: 15 27 15 38 30 + 29: 23 34 47 36 29 + 30: 78 19 39 28 28 + 31: 23 40 28 31 25 + 32: 40 27 30 35 37 + 33: 38 27 28 15 33 + 34: 40 29 37 27 33 + 35: 27 31 49 17 23 + 36: 29 16 38 28 27 + 37: 24 20 25 25 29 + 38: 43 26 35 31 24 + 39: 30 33 25 20 27 + 40: 39 39 40 33 41 + 41: 37 55 22 32 26 + 42: 34 41 26 31 32 + 43: 37 17 37 26 29 + 44: 35 49 33 31 26 + 45: 55 41 48 31 26 + 46: 39 37 37 22 26 + 47: 30 24 47 13 29 + 48: 44 30 47 34 24 + 49: 57 35 29 25 37 + 50: 55 50 38 33 29 +win: 0 0 0 0 0 diff --git a/data/model34.txt b/data/model34.txt new file mode 100644 index 0000000..4c93047 --- /dev/null +++ b/data/model34.txt @@ -0,0 +1,52 @@ +iter Level_01 Level_05 Level_10 Level_15 Level_20 + 1: 26 20 38 28 32 + 2: 33 44 41 32 32 + 3: 43 51 15 40 29 + 4: 39 38 25 31 21 + 5: 43 39 50 35 26 + 6: 17 30 25 11 28 + 7: 22 34 28 45 41 + 8: 29 44 8 37 37 + 9: 42 29 40 28 32 + 10: 63 38 8 22 17 + 11: 40 30 37 28 49 + 12: 29 43 31 33 22 + 13: 63 34 23 26 20 + 14: 43 21 29 37 27 + 15: 33 26 26 28 26 + 16: 46 39 58 34 33 + 17: 21 37 21 18 25 + 18: 45 20 38 24 23 + 19: 74 34 19 18 17 + 20: 71 17 32 35 28 + 21: 46 24 34 31 35 + 22: 59 21 28 19 23 + 23: 24 59 50 35 29 + 24: 57 27 23 25 17 + 25: 20 14 25 28 23 + 26: 21 32 34 51 23 + 27: 62 40 43 17 29 + 28: 25 46 30 30 15 + 29: 41 38 27 29 28 + 30: 28 34 37 32 22 + 31: 31 40 24 33 34 + 32: 51 39 33 28 30 + 33: 53 36 26 23 27 + 34: 56 36 46 27 31 + 35: 40 43 51 39 24 + 36: 41 40 33 38 26 + 37: 29 39 28 30 26 + 38: 36 47 29 19 24 + 39: 41 33 18 57 22 + 40: 36 45 33 35 21 + 41: 18 30 36 27 22 + 42: 60 44 31 34 17 + 43: 35 23 16 21 33 + 44: 27 39 11 24 35 + 45: 30 50 15 46 25 + 46: 38 47 34 22 29 + 47: 38 40 38 30 33 + 48: 25 64 23 26 27 + 49: 31 41 46 33 31 + 50: 40 27 43 35 25 +win: 0 0 0 0 0 diff --git a/data/output_1.png b/data/output_1.png new file mode 100644 index 0000000..36be18a Binary files /dev/null and b/data/output_1.png differ diff --git a/data/output_2.png b/data/output_2.png new file mode 100644 index 0000000..af1ae1b Binary files /dev/null and b/data/output_2.png differ diff --git a/evaluate.py b/evaluate.py new file mode 100644 index 0000000..d93e3d4 --- /dev/null +++ b/evaluate.py @@ -0,0 +1,93 @@ +import chess +import chess.engine +from engine.chessEngine import ChessEngine + +#This program evaluates our chess engine by playing against stockfish. +#it plays against stockfish at 5 skill levels (1,5,10,15,20). + +engine_name = "models/movepredictorV2_34.keras" +fname = "data/model34.txt" + +#stock vs engine game +def playGame(stock,engine): + player = 0 #engine will go first + n_moves = 0 + board = chess.Board() + while not board.is_game_over(): + if player == 1: + result = stock.play(board, chess.engine.Limit(time=0.01)) + board.push(result.move) + player = 0 + n_moves += 1 + else : + result = engine.predict_best_move(board,True) + board.push(result) + player = 1 + + #return number of moves and winning player (0 for stock, 1 for engine) + return (n_moves,player) + + + + +stock1 = chess.engine.SimpleEngine.popen_uci("data/stockfish/stockfish-windows-x86-64-avx2.exe") +stock1.configure({"Skill Level": 1}) +stock2 = chess.engine.SimpleEngine.popen_uci("data/stockfish/stockfish-windows-x86-64-avx2.exe") +stock2.configure({"Skill Level": 5}) +stock3 = chess.engine.SimpleEngine.popen_uci("data/stockfish/stockfish-windows-x86-64-avx2.exe") +stock3.configure({"Skill Level": 10}) +stock4 = chess.engine.SimpleEngine.popen_uci("data/stockfish/stockfish-windows-x86-64-avx2.exe") +stock4.configure({"Skill Level": 15}) +stock5 = chess.engine.SimpleEngine.popen_uci("data/stockfish/stockfish-windows-x86-64-avx2.exe") +stock5.configure({"Skill Level": 20}) + +engine = ChessEngine(engine_name, 1, 3) +max_iter = 50 +iter = 0 +n_wins = [0,0,0,0,0] #keep track of number of wins if any + +f = open(fname,"w") +f.write("iter Level 01 Level 05 Level 10 Level 15 Level 20\n") + +while (iter < max_iter): + n_moves = [0,0,0,0,0] + + res = playGame(stock1,engine) + n_moves[0] = res[0] + if (res[1] == 1): + n_wins[0] += 1 + + res = playGame(stock2,engine) + n_moves[1] = res[0] + if (res[1] == 1): + n_wins[1] += 1 + + res = playGame(stock3,engine) + n_moves[2] = res[0] + if (res[1] == 1): + n_wins[2] += 1 + + res = playGame(stock4,engine) + n_moves[3] = res[0] + if (res[1] == 1): + n_wins[3] += 1 + + res = playGame(stock5,engine) + n_moves[4] = res[0] + if (res[1] == 1): + n_wins[4] += 1 + + iter += 1 + + txt = "{0:3d}: {1:8d} {2:8d} {3:8d} {4:8d} {5:8d}\n" + f.write(txt.format(iter,n_moves[0],n_moves[1],n_moves[2],n_moves[3],n_moves[4])) + +txt = "win: {0:8d} {1:8d} {2:8d} {3:8d} {4:8d}\n" +f.write(txt.format(n_wins[0],n_wins[1],n_wins[2],n_wins[3],n_wins[4])) +f.close() + +stock1.quit() +stock2.quit() +stock3.quit() +stock4.quit() +stock5.quit() diff --git a/models/movepredictorV2_11.keras b/models/movepredictorV2_11.keras new file mode 100644 index 0000000..d81469e Binary files /dev/null and b/models/movepredictorV2_11.keras differ diff --git a/models/movepredictorV2_12.keras b/models/movepredictorV2_12.keras new file mode 100644 index 0000000..42a7f50 Binary files /dev/null and b/models/movepredictorV2_12.keras differ diff --git a/models/movepredictorV2_13.keras b/models/movepredictorV2_13.keras new file mode 100644 index 0000000..57e6649 Binary files /dev/null and b/models/movepredictorV2_13.keras differ diff --git a/models/movepredictorV2_14.keras b/models/movepredictorV2_14.keras new file mode 100644 index 0000000..851a9d2 Binary files /dev/null and b/models/movepredictorV2_14.keras differ diff --git a/models/movepredictorV2_15.keras b/models/movepredictorV2_15.keras new file mode 100644 index 0000000..b667f51 Binary files /dev/null and b/models/movepredictorV2_15.keras differ diff --git a/models/movepredictorV2_16.keras b/models/movepredictorV2_16.keras new file mode 100644 index 0000000..85e8101 Binary files /dev/null and b/models/movepredictorV2_16.keras differ diff --git a/models/movepredictorV2_17.keras b/models/movepredictorV2_17.keras new file mode 100644 index 0000000..eaed346 Binary files /dev/null and b/models/movepredictorV2_17.keras differ diff --git a/models/movepredictorV2_18.keras b/models/movepredictorV2_18.keras new file mode 100644 index 0000000..acef0a0 Binary files /dev/null and b/models/movepredictorV2_18.keras differ diff --git a/models/movepredictorV2_25.keras b/models/movepredictorV2_25.keras new file mode 100644 index 0000000..4e18e97 Binary files /dev/null and b/models/movepredictorV2_25.keras differ diff --git a/models/movepredictorV2_26.keras b/models/movepredictorV2_26.keras new file mode 100644 index 0000000..6f51264 Binary files /dev/null and b/models/movepredictorV2_26.keras differ diff --git a/models/movepredictorV2_27.keras b/models/movepredictorV2_27.keras new file mode 100644 index 0000000..6cb5a67 Binary files /dev/null and b/models/movepredictorV2_27.keras differ diff --git a/models/movepredictorV2_28.keras b/models/movepredictorV2_28.keras new file mode 100644 index 0000000..110483f Binary files /dev/null and b/models/movepredictorV2_28.keras differ diff --git a/models/movepredictorV2_29.keras b/models/movepredictorV2_29.keras new file mode 100644 index 0000000..f1bc9ae Binary files /dev/null and b/models/movepredictorV2_29.keras differ diff --git a/models/movepredictorV2_30.keras b/models/movepredictorV2_30.keras new file mode 100644 index 0000000..96dcd37 Binary files /dev/null and b/models/movepredictorV2_30.keras differ diff --git a/models/movepredictorV2_31.keras b/models/movepredictorV2_31.keras new file mode 100644 index 0000000..4639c52 Binary files /dev/null and b/models/movepredictorV2_31.keras differ diff --git a/models/movepredictorV2_32.keras b/models/movepredictorV2_32.keras new file mode 100644 index 0000000..2a7751f Binary files /dev/null and b/models/movepredictorV2_32.keras differ diff --git a/models/movepredictorV2_33.keras b/models/movepredictorV2_33.keras new file mode 100644 index 0000000..4f2eccc Binary files /dev/null and b/models/movepredictorV2_33.keras differ diff --git a/models/movepredictorV2_34.keras b/models/movepredictorV2_34.keras new file mode 100644 index 0000000..c1bc098 Binary files /dev/null and b/models/movepredictorV2_34.keras differ