File size: 30,169 Bytes
bbdcc1f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 |
Epoch,Ours_Train,Ours_Test,ResNet-50_Train,ResNet-50_Test,ResNeXt-50_Train,ResNeXt-50_Test,densenet121_Train,densenet121_Test,AlexNet_Train,AlexNet_Test
1,0.625,0.6762048192771084,0.4204545454545454,0.677710843373494,0.4090909090909091,0.3207831325301205,0.2954545454545454,0.0617469879518072,0.034090909090909,0.677710843373494
2,0.7784090909090909,0.7936746987951807,0.8125,0.0,0.7897727272727273,0.5647590361445783,0.8181818181818182,0.2424698795180722,0.5681818181818182,0.677710843373494
3,0.8011363636363636,0.7906626506024096,0.8579545454545454,0.5120481927710844,0.8522727272727273,0.7183734939759037,0.8579545454545454,0.0843373493975903,0.6136363636363636,0.7183734939759037
4,0.8579545454545454,0.8569277108433735,0.8522727272727273,0.1716867469879518,0.8693181818181818,0.6039156626506024,0.8863636363636364,0.5948795180722891,0.6704545454545454,0.3900602409638554
5,0.9034090909090908,0.8418674698795181,0.9147727272727272,0.7590361445783133,0.8806818181818182,0.7243975903614458,0.8636363636363636,0.5135542168674698,0.6022727272727273,0.8177710843373494
6,0.9034090909090908,0.9051204819277108,0.9318181818181818,0.7801204819277109,0.9147727272727272,0.7063253012048193,0.8693181818181818,0.697289156626506,0.7954545454545454,0.8509036144578314
7,0.9602272727272728,0.9051204819277108,0.8977272727272727,0.8012048192771084,0.8977272727272727,0.8689759036144579,0.8522727272727273,0.838855421686747,0.8181818181818182,0.8478915662650602
8,0.9488636363636364,0.9186746987951808,0.9318181818181818,0.8614457831325302,0.9375,0.8945783132530121,0.8863636363636364,0.8478915662650602,0.8238636363636364,0.822289156626506
9,0.9829545454545454,0.9126506024096386,0.9147727272727272,0.8840361445783133,0.9090909090909092,0.8900602409638554,0.8863636363636364,0.8237951807228916,0.7897727272727273,0.7560240963855421
10,0.9659090909090908,0.9262048192771084,0.9147727272727272,0.8885542168674698,0.9431818181818182,0.7786144578313253,0.8920454545454546,0.8087349397590361,0.8181818181818182,0.8418674698795181
11,0.9772727272727272,0.9216867469879518,0.9545454545454546,0.8433734939759037,0.9318181818181818,0.8704819277108434,0.9204545454545454,0.8268072289156626,0.8125,0.8509036144578314
12,0.9829545454545454,0.9201807228915664,0.9318181818181818,0.8975903614457831,0.9375,0.8719879518072289,0.9147727272727272,0.8900602409638554,0.8409090909090909,0.7048192771084337
13,0.9772727272727272,0.927710843373494,0.9602272727272728,0.8810240963855421,0.9488636363636364,0.9021084337349398,0.8977272727272727,0.9036144578313252,0.8011363636363636,0.6882530120481928
14,1.0,0.9292168674698796,0.9488636363636364,0.891566265060241,0.9602272727272728,0.8780120481927711,0.9261363636363636,0.8569277108433735,0.7897727272727273,0.8569277108433735
15,0.9829545454545454,0.9216867469879518,0.9431818181818182,0.8177710843373494,0.9488636363636364,0.8855421686746988,0.9602272727272728,0.9096385542168676,0.8465909090909091,0.8237951807228916
16,0.9886363636363636,0.9307228915662652,0.9090909090909092,0.8147590361445783,0.9659090909090908,0.8343373493975904,0.9431818181818182,0.8509036144578314,0.8352272727272727,0.8268072289156626
17,0.9886363636363636,0.9292168674698796,0.9034090909090908,0.8268072289156626,0.9261363636363636,0.9021084337349398,0.9147727272727272,0.8012048192771084,0.8295454545454546,0.7213855421686747
18,0.9943181818181818,0.9246987951807228,0.9261363636363636,0.7123493975903614,0.9715909090909092,0.9066265060240964,0.9375,0.8795180722891566,0.7727272727272727,0.677710843373494
19,0.9886363636363636,0.9186746987951808,0.9318181818181818,0.7981927710843374,0.9715909090909092,0.9006024096385542,0.9602272727272728,0.8900602409638554,0.7329545454545454,0.7966867469879518
20,0.9886363636363636,0.9216867469879518,0.9545454545454546,0.8358433734939759,0.9715909090909092,0.8870481927710844,0.9204545454545454,0.8885542168674698,0.8409090909090909,0.8207831325301205
21,0.9943181818181818,0.9262048192771084,0.9147727272727272,0.8689759036144579,0.9375,0.8975903614457831,0.8920454545454546,0.8042168674698795,0.8295454545454546,0.858433734939759
22,0.9943181818181818,0.927710843373494,0.9659090909090908,0.9096385542168676,0.9659090909090908,0.8855421686746988,0.9602272727272728,0.8629518072289156,0.875,0.8644578313253012
23,0.9943181818181818,0.927710843373494,0.9659090909090908,0.8734939759036144,0.9659090909090908,0.9036144578313252,0.9886363636363636,0.8885542168674698,0.8806818181818182,0.8569277108433735
24,0.9943181818181818,0.9307228915662652,0.9261363636363636,0.8328313253012049,0.9602272727272728,0.9036144578313252,0.9659090909090908,0.9066265060240964,0.8579545454545454,0.8493975903614458
25,0.9886363636363636,0.9352409638554215,0.9261363636363636,0.8855421686746988,0.9886363636363636,0.8825301204819277,0.9659090909090908,0.8885542168674698,0.8693181818181818,0.8509036144578314
26,0.9886363636363636,0.933734939759036,0.9772727272727272,0.8599397590361446,0.9602272727272728,0.9051204819277108,0.9659090909090908,0.8825301204819277,0.8465909090909091,0.8463855421686747
27,0.9943181818181818,0.941265060240964,0.9488636363636364,0.8825301204819277,0.9659090909090908,0.8840361445783133,0.9602272727272728,0.9201807228915664,0.8238636363636364,0.8313253012048193
28,0.9943181818181818,0.9246987951807228,0.9318181818181818,0.8840361445783133,0.9318181818181818,0.7981927710843374,0.9829545454545454,0.9262048192771084,0.875,0.8147590361445783
29,0.9772727272727272,0.9367469879518072,0.9375,0.8614457831325302,0.9772727272727272,0.8343373493975904,0.9659090909090908,0.8900602409638554,0.8977272727272727,0.8358433734939759
30,0.9715909090909092,0.9397590361445785,0.9431818181818182,0.8885542168674698,0.9602272727272728,0.8885542168674698,0.9602272727272728,0.908132530120482,0.8465909090909091,0.7740963855421686
31,0.9943181818181818,0.9171686746987951,0.9602272727272728,0.8975903614457831,0.9715909090909092,0.8930722891566265,0.9431818181818182,0.8659638554216867,0.8295454545454546,0.7906626506024096
32,1.0,0.941265060240964,0.9602272727272728,0.8509036144578314,0.9602272727272728,0.7740963855421686,0.9431818181818182,0.8975903614457831,0.8636363636363636,0.8463855421686747
33,1.0,0.9442771084337348,0.9715909090909092,0.8072289156626506,0.9659090909090908,0.933734939759036,0.9318181818181818,0.9006024096385542,0.8863636363636364,0.8493975903614458
34,0.9943181818181818,0.9457831325301204,0.9431818181818182,0.7816265060240963,0.9715909090909092,0.914156626506024,0.9602272727272728,0.8810240963855421,0.8806818181818182,0.8433734939759037
35,0.9943181818181818,0.933734939759036,0.9375,0.8328313253012049,0.9318181818181818,0.8674698795180723,0.9772727272727272,0.8463855421686747,0.8011363636363636,0.7469879518072289
36,0.9943181818181818,0.9457831325301204,0.9659090909090908,0.9021084337349398,0.9659090909090908,0.9201807228915664,0.9659090909090908,0.8734939759036144,0.8465909090909091,0.7078313253012049
37,1.0,0.9322289156626506,0.9659090909090908,0.9201807228915664,0.9715909090909092,0.9231927710843374,0.9772727272727272,0.8900602409638554,0.7556818181818182,0.8448795180722891
38,1.0,0.9352409638554215,0.9488636363636364,0.8975903614457831,0.9375,0.9096385542168676,0.9659090909090908,0.8810240963855421,0.8295454545454546,0.8689759036144579
39,1.0,0.9307228915662652,0.9602272727272728,0.9066265060240964,0.9545454545454546,0.8960843373493976,0.9886363636363636,0.9292168674698796,0.8693181818181818,0.8689759036144579
40,0.9829545454545454,0.9066265060240964,0.9715909090909092,0.8855421686746988,0.9488636363636364,0.8704819277108434,0.9715909090909092,0.9307228915662652,0.8693181818181818,0.8644578313253012
41,0.9943181818181818,0.9503012048192772,0.9715909090909092,0.8825301204819277,0.9602272727272728,0.9051204819277108,0.9715909090909092,0.9171686746987951,0.8977272727272727,0.8599397590361446
42,1.0,0.941265060240964,0.9375,0.8524096385542169,0.9943181818181818,0.914156626506024,0.9659090909090908,0.9186746987951808,0.875,0.7891566265060241
43,0.9886363636363636,0.9262048192771084,0.9545454545454546,0.9066265060240964,0.9829545454545454,0.8704819277108434,0.9715909090909092,0.9201807228915664,0.7386363636363636,0.6957831325301205
44,0.9886363636363636,0.9322289156626506,0.9602272727272728,0.891566265060241,0.9602272727272728,0.9036144578313252,0.9772727272727272,0.9307228915662652,0.7102272727272727,0.8117469879518072
45,0.9943181818181818,0.9262048192771084,0.9943181818181818,0.8689759036144579,0.9772727272727272,0.9246987951807228,0.9772727272727272,0.9156626506024096,0.8409090909090909,0.838855421686747
46,1.0,0.9307228915662652,0.9715909090909092,0.9322289156626506,0.9886363636363636,0.8975903614457831,0.9715909090909092,0.8870481927710844,0.8409090909090909,0.8810240963855421
47,1.0,0.9427710843373494,0.9829545454545454,0.891566265060241,0.9943181818181818,0.9096385542168676,0.9829545454545454,0.9051204819277108,0.8806818181818182,0.8719879518072289
48,0.9943181818181818,0.9457831325301204,0.9886363636363636,0.822289156626506,0.9659090909090908,0.9216867469879518,0.9886363636363636,0.9096385542168676,0.875,0.8478915662650602
49,0.9943181818181818,0.9442771084337348,0.9659090909090908,0.9186746987951808,1.0,0.9322289156626506,0.9829545454545454,0.9292168674698796,0.8977272727272727,0.8810240963855421
50,0.9886363636363636,0.9216867469879518,0.9772727272727272,0.9231927710843374,0.9772727272727272,0.8780120481927711,1.0,0.9186746987951808,0.8863636363636364,0.8689759036144579
51,0.9943181818181818,0.914156626506024,0.9772727272727272,0.9036144578313252,0.9545454545454546,0.8990963855421686,0.9715909090909092,0.8855421686746988,0.8579545454545454,0.8509036144578314
52,0.9829545454545454,0.9367469879518072,0.9659090909090908,0.8373493975903614,0.9829545454545454,0.9126506024096386,0.9772727272727272,0.8704819277108434,0.8920454545454546,0.875
53,0.9943181818181818,0.941265060240964,0.9431818181818182,0.8945783132530121,0.9659090909090908,0.9216867469879518,0.9886363636363636,0.8885542168674698,0.8977272727272727,0.8719879518072289
54,1.0,0.9457831325301204,0.9659090909090908,0.8403614457831325,0.9943181818181818,0.9186746987951808,0.9772727272727272,0.908132530120482,0.875,0.8253012048192772
55,0.9886363636363636,0.947289156626506,0.9659090909090908,0.8975903614457831,1.0,0.9006024096385542,0.9943181818181818,0.8524096385542169,0.8806818181818182,0.8674698795180723
56,0.9886363636363636,0.9156626506024096,0.9659090909090908,0.9051204819277108,0.9943181818181818,0.933734939759036,0.9829545454545454,0.9021084337349398,0.8977272727272727,0.8795180722891566
57,0.9943181818181818,0.9156626506024096,0.9147727272727272,0.8659638554216867,0.9886363636363636,0.9262048192771084,0.9659090909090908,0.9156626506024096,0.9090909090909092,0.8689759036144579
58,1.0,0.927710843373494,0.9431818181818182,0.8614457831325302,0.9772727272727272,0.8704819277108434,0.9715909090909092,0.9186746987951808,0.9090909090909092,0.8689759036144579
59,1.0,0.9246987951807228,0.9715909090909092,0.8780120481927711,0.9772727272727272,0.8373493975903614,0.9545454545454546,0.9352409638554215,0.9375,0.8403614457831325
60,1.0,0.9442771084337348,0.9715909090909092,0.8734939759036144,0.9772727272727272,0.914156626506024,0.9943181818181818,0.9051204819277108,0.9204545454545454,0.891566265060241
61,1.0,0.9457831325301204,0.9772727272727272,0.8539156626506024,0.9602272727272728,0.7816265060240963,0.9829545454545454,0.908132530120482,0.9090909090909092,0.8298192771084337
62,0.9943181818181818,0.941265060240964,0.9659090909090908,0.875,0.9659090909090908,0.8885542168674698,0.9659090909090908,0.9021084337349398,0.8977272727272727,0.8268072289156626
63,1.0,0.9442771084337348,0.9715909090909092,0.8674698795180723,0.9659090909090908,0.8734939759036144,0.9886363636363636,0.911144578313253,0.8863636363636364,0.7996987951807228
64,0.9886363636363636,0.9382530120481928,0.9659090909090908,0.914156626506024,0.9545454545454546,0.8990963855421686,0.9943181818181818,0.8960843373493976,0.9090909090909092,0.8524096385542169
65,1.0,0.9397590361445785,0.9886363636363636,0.9126506024096386,0.9886363636363636,0.9156626506024096,0.9886363636363636,0.9246987951807228,0.9147727272727272,0.8840361445783133
66,1.0,0.933734939759036,0.9829545454545454,0.9036144578313252,0.9545454545454546,0.7560240963855421,0.9943181818181818,0.9307228915662652,0.9034090909090908,0.8765060240963856
67,1.0,0.9382530120481928,0.9659090909090908,0.8674698795180723,0.9602272727272728,0.5195783132530121,1.0,0.9382530120481928,0.9090909090909092,0.8840361445783133
68,1.0,0.9442771084337348,0.9772727272727272,0.9051204819277108,0.9602272727272728,0.8162650602409639,1.0,0.9367469879518072,0.9375,0.8810240963855421
69,1.0,0.9457831325301204,0.9886363636363636,0.9171686746987951,0.9829545454545454,0.8629518072289156,0.9943181818181818,0.9397590361445785,0.9318181818181818,0.8930722891566265
70,1.0,0.941265060240964,0.9886363636363636,0.9307228915662652,0.9772727272727272,0.9126506024096386,0.9943181818181818,0.9382530120481928,0.9375,0.8780120481927711
71,1.0,0.9231927710843374,0.9829545454545454,0.914156626506024,0.9829545454545454,0.8072289156626506,0.9943181818181818,0.933734939759036,0.9147727272727272,0.8674698795180723
72,0.9943181818181818,0.9563253012048192,0.9829545454545454,0.9171686746987951,0.9602272727272728,0.7650602409638554,0.9943181818181818,0.9201807228915664,0.9204545454545454,0.8418674698795181
73,1.0,0.9457831325301204,0.9943181818181818,0.8855421686746988,0.9772727272727272,0.8629518072289156,1.0,0.9096385542168676,0.875,0.8689759036144579
74,0.9943181818181818,0.9427710843373494,0.9943181818181818,0.8870481927710844,0.9715909090909092,0.8960843373493976,1.0,0.9231927710843374,0.9431818181818182,0.8810240963855421
75,1.0,0.9292168674698796,0.9943181818181818,0.8990963855421686,0.9715909090909092,0.9201807228915664,1.0,0.9367469879518072,0.9488636363636364,0.8855421686746988
76,1.0,0.9322289156626506,0.9886363636363636,0.9006024096385542,0.9829545454545454,0.9307228915662652,0.9943181818181818,0.9367469879518072,0.9090909090909092,0.8930722891566265
77,0.9943181818181818,0.9427710843373494,0.9886363636363636,0.8990963855421686,0.9829545454545454,0.9171686746987951,0.9886363636363636,0.9231927710843374,0.9431818181818182,0.8719879518072289
78,0.9943181818181818,0.9367469879518072,0.9886363636363636,0.9216867469879518,0.9943181818181818,0.9246987951807228,0.9602272727272728,0.914156626506024,0.9545454545454546,0.8734939759036144
79,1.0,0.9397590361445785,0.9829545454545454,0.911144578313253,0.9943181818181818,0.9186746987951808,0.9829545454545454,0.9262048192771084,0.9204545454545454,0.8659638554216867
80,1.0,0.9397590361445785,0.9886363636363636,0.8810240963855421,0.9886363636363636,0.9231927710843374,0.9943181818181818,0.9171686746987951,0.8806818181818182,0.8719879518072289
81,1.0,0.9397590361445785,0.9943181818181818,0.9262048192771084,0.9943181818181818,0.9292168674698796,0.9545454545454546,0.933734939759036,0.9375,0.8599397590361446
82,1.0,0.941265060240964,0.9943181818181818,0.9096385542168676,0.9943181818181818,0.9216867469879518,0.9886363636363636,0.8283132530120482,0.9034090909090908,0.8478915662650602
83,1.0,0.941265060240964,0.9886363636363636,0.9006024096385542,0.9943181818181818,0.9307228915662652,0.9715909090909092,0.8975903614457831,0.9204545454545454,0.8614457831325302
84,1.0,0.9503012048192772,0.9886363636363636,0.8975903614457831,1.0,0.9201807228915664,0.9772727272727272,0.9262048192771084,0.9318181818181818,0.8855421686746988
85,0.9943181818181818,0.9548192771084336,0.9602272727272728,0.908132530120482,0.9886363636363636,0.8644578313253012,0.9829545454545454,0.941265060240964,0.9602272727272728,0.858433734939759
86,1.0,0.9518072289156626,0.9886363636363636,0.9051204819277108,1.0,0.8117469879518072,1.0,0.9352409638554215,0.9147727272727272,0.8945783132530121
87,1.0,0.9487951807228916,0.9829545454545454,0.9307228915662652,0.9829545454545454,0.8885542168674698,0.9829545454545454,0.9292168674698796,0.9375,0.9021084337349398
88,1.0,0.947289156626506,0.9943181818181818,0.9382530120481928,0.9772727272727272,0.9096385542168676,1.0,0.9231927710843374,0.9488636363636364,0.8900602409638554
89,1.0,0.9427710843373494,0.9886363636363636,0.9427710843373494,1.0,0.8990963855421686,0.9715909090909092,0.933734939759036,0.9147727272727272,0.9051204819277108
90,1.0,0.9397590361445785,0.9886363636363636,0.9156626506024096,0.9829545454545454,0.9036144578313252,0.9943181818181818,0.9322289156626506,0.9545454545454546,0.891566265060241
91,1.0,0.941265060240964,0.9943181818181818,0.9246987951807228,0.9886363636363636,0.9051204819277108,1.0,0.933734939759036,0.9431818181818182,0.8885542168674698
92,1.0,0.9397590361445785,0.9943181818181818,0.9171686746987951,1.0,0.9246987951807228,0.9886363636363636,0.9186746987951808,0.9431818181818182,0.9021084337349398
93,1.0,0.9457831325301204,0.9829545454545454,0.8855421686746988,0.9943181818181818,0.9307228915662652,0.9943181818181818,0.9156626506024096,0.9431818181818182,0.8704819277108434
94,1.0,0.9457831325301204,0.9886363636363636,0.9186746987951808,0.9886363636363636,0.9231927710843374,1.0,0.9006024096385542,0.9488636363636364,0.8945783132530121
95,1.0,0.9487951807228916,0.9715909090909092,0.908132530120482,0.9659090909090908,0.9352409638554215,0.9943181818181818,0.914156626506024,0.9488636363636364,0.8960843373493976
96,1.0,0.9503012048192772,0.9886363636363636,0.9292168674698796,0.9943181818181818,0.9006024096385542,0.9943181818181818,0.9156626506024096,0.9545454545454546,0.9006024096385542
97,1.0,0.9503012048192772,0.9886363636363636,0.9307228915662652,0.9431818181818182,0.9231927710843374,0.9943181818181818,0.9292168674698796,0.9488636363636364,0.914156626506024
98,1.0,0.9487951807228916,0.9886363636363636,0.911144578313253,0.9943181818181818,0.914156626506024,1.0,0.9427710843373494,0.9488636363636364,0.8975903614457831
99,1.0,0.9457831325301204,0.9829545454545454,0.8975903614457831,0.9943181818181818,0.9292168674698796,1.0,0.9397590361445785,0.9488636363636364,0.908132530120482
100,1.0,0.9442771084337348,0.9772727272727272,0.9292168674698796,0.9943181818181818,0.9382530120481928,0.9943181818181818,0.9322289156626506,0.9545454545454546,0.8990963855421686
101,1.0,0.9442771084337348,0.9943181818181818,0.9427710843373494,1.0,0.9397590361445785,1.0,0.9307228915662652,0.9715909090909092,0.8975903614457831
102,1.0,0.9322289156626506,1.0,0.9427710843373494,0.9943181818181818,0.933734939759036,0.9943181818181818,0.9307228915662652,0.9772727272727272,0.9036144578313252
103,1.0,0.9231927710843374,0.9829545454545454,0.9352409638554215,1.0,0.9382530120481928,0.9943181818181818,0.9427710843373494,0.9772727272727272,0.8885542168674698
104,1.0,0.9442771084337348,0.9943181818181818,0.9096385542168676,1.0,0.9322289156626506,0.9886363636363636,0.9427710843373494,0.9545454545454546,0.8870481927710844
105,1.0,0.9533132530120482,0.9943181818181818,0.9186746987951808,0.9943181818181818,0.9021084337349398,0.9943181818181818,0.9442771084337348,0.9431818181818182,0.8855421686746988
106,1.0,0.9548192771084336,0.9943181818181818,0.9231927710843374,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9427710843373494,0.9602272727272728,0.8855421686746988
107,0.9943181818181818,0.9563253012048192,1.0,0.933734939759036,0.9943181818181818,0.9322289156626506,1.0,0.9292168674698796,0.9488636363636364,0.8945783132530121
108,1.0,0.9533132530120482,0.9943181818181818,0.933734939759036,1.0,0.9352409638554215,1.0,0.9307228915662652,0.9659090909090908,0.8960843373493976
109,0.9943181818181818,0.9578313253012049,0.9886363636363636,0.9367469879518072,1.0,0.933734939759036,1.0,0.9322289156626506,0.9659090909090908,0.9006024096385542
110,1.0,0.9533132530120482,0.9943181818181818,0.9367469879518072,0.9886363636363636,0.9322289156626506,0.9943181818181818,0.9307228915662652,0.9715909090909092,0.9021084337349398
111,1.0,0.9457831325301204,0.9886363636363636,0.9352409638554215,0.9886363636363636,0.9292168674698796,1.0,0.9397590361445785,0.9431818181818182,0.9021084337349398
112,1.0,0.9457831325301204,1.0,0.9216867469879518,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9442771084337348,0.9375,0.9126506024096386
113,1.0,0.947289156626506,0.9886363636363636,0.9216867469879518,1.0,0.9171686746987951,1.0,0.9457831325301204,0.9545454545454546,0.9036144578313252
114,1.0,0.947289156626506,0.9943181818181818,0.9096385542168676,1.0,0.9262048192771084,0.9943181818181818,0.9397590361445785,0.9829545454545454,0.9096385542168676
115,1.0,0.9487951807228916,0.9886363636363636,0.9156626506024096,0.9886363636363636,0.927710843373494,0.9829545454545454,0.9322289156626506,0.9772727272727272,0.9096385542168676
116,1.0,0.9503012048192772,0.9943181818181818,0.9307228915662652,1.0,0.9292168674698796,0.9943181818181818,0.9231927710843374,0.9431818181818182,0.8825301204819277
117,0.9886363636363636,0.9262048192771084,0.9886363636363636,0.927710843373494,1.0,0.9262048192771084,1.0,0.9216867469879518,0.9488636363636364,0.911144578313253
118,0.9943181818181818,0.9096385542168676,0.9943181818181818,0.9216867469879518,0.9829545454545454,0.927710843373494,1.0,0.9262048192771084,0.9772727272727272,0.908132530120482
119,1.0,0.9352409638554215,0.9886363636363636,0.9201807228915664,1.0,0.914156626506024,1.0,0.9352409638554215,0.9659090909090908,0.9021084337349398
120,1.0,0.941265060240964,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9292168674698796,0.9886363636363636,0.9246987951807228,0.9772727272727272,0.9051204819277108
121,1.0,0.941265060240964,0.9829545454545454,0.914156626506024,1.0,0.933734939759036,1.0,0.9201807228915664,0.9772727272727272,0.8990963855421686
122,1.0,0.9427710843373494,0.9886363636363636,0.9201807228915664,1.0,0.9307228915662652,1.0,0.9156626506024096,0.9659090909090908,0.8870481927710844
123,1.0,0.9457831325301204,1.0,0.9307228915662652,1.0,0.9292168674698796,0.9886363636363636,0.9322289156626506,0.9659090909090908,0.9096385542168676
124,1.0,0.9457831325301204,0.9943181818181818,0.9231927710843374,1.0,0.9292168674698796,0.9943181818181818,0.9216867469879518,0.9886363636363636,0.914156626506024
125,1.0,0.9457831325301204,0.9886363636363636,0.9246987951807228,1.0,0.933734939759036,0.9886363636363636,0.9186746987951808,0.9943181818181818,0.914156626506024
126,1.0,0.9442771084337348,0.9886363636363636,0.9322289156626506,1.0,0.9367469879518072,0.9943181818181818,0.9186746987951808,0.9829545454545454,0.9126506024096386
127,1.0,0.9427710843373494,1.0,0.9307228915662652,1.0,0.9352409638554215,1.0,0.933734939759036,0.9829545454545454,0.9096385542168676
128,1.0,0.9442771084337348,0.9886363636363636,0.927710843373494,0.9943181818181818,0.9397590361445785,1.0,0.9352409638554215,0.9829545454545454,0.911144578313253
129,1.0,0.9442771084337348,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9397590361445785,1.0,0.9307228915662652,0.9772727272727272,0.908132530120482
130,1.0,0.9442771084337348,1.0,0.9292168674698796,0.9943181818181818,0.9397590361445785,1.0,0.933734939759036,0.9886363636363636,0.9126506024096386
131,1.0,0.9442771084337348,0.9943181818181818,0.9307228915662652,0.9829545454545454,0.9352409638554215,1.0,0.9352409638554215,0.9886363636363636,0.914156626506024
132,0.9943181818181818,0.9427710843373494,0.9943181818181818,0.9322289156626506,0.9829545454545454,0.9352409638554215,0.9943181818181818,0.9231927710843374,0.9886363636363636,0.9006024096385542
133,1.0,0.9442771084337348,0.9943181818181818,0.9322289156626506,0.9829545454545454,0.9367469879518072,1.0,0.9246987951807228,0.9715909090909092,0.9051204819277108
134,1.0,0.9457831325301204,1.0,0.9322289156626506,1.0,0.9427710843373494,0.9943181818181818,0.927710843373494,0.9886363636363636,0.911144578313253
135,1.0,0.947289156626506,0.9943181818181818,0.9262048192771084,0.9943181818181818,0.9457831325301204,1.0,0.9352409638554215,0.9829545454545454,0.911144578313253
136,1.0,0.9457831325301204,0.9943181818181818,0.9307228915662652,1.0,0.9442771084337348,1.0,0.9382530120481928,0.9829545454545454,0.9066265060240964
137,1.0,0.9457831325301204,1.0,0.9292168674698796,1.0,0.947289156626506,0.9943181818181818,0.9382530120481928,0.9943181818181818,0.9096385542168676
138,1.0,0.9457831325301204,1.0,0.9322289156626506,1.0,0.9457831325301204,0.9943181818181818,0.9216867469879518,0.9829545454545454,0.908132530120482
139,1.0,0.9457831325301204,1.0,0.9307228915662652,1.0,0.9427710843373494,1.0,0.9201807228915664,0.9829545454545454,0.9096385542168676
140,1.0,0.9457831325301204,1.0,0.927710843373494,1.0,0.947289156626506,0.9943181818181818,0.9246987951807228,1.0,0.9096385542168676
141,1.0,0.9457831325301204,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9457831325301204,0.9943181818181818,0.9262048192771084,0.9829545454545454,0.911144578313253
142,1.0,0.947289156626506,1.0,0.9246987951807228,1.0,0.9457831325301204,1.0,0.933734939759036,0.9943181818181818,0.9066265060240964
143,1.0,0.947289156626506,1.0,0.9292168674698796,1.0,0.9427710843373494,1.0,0.933734939759036,0.9829545454545454,0.9156626506024096
144,1.0,0.947289156626506,0.9943181818181818,0.9292168674698796,1.0,0.941265060240964,1.0,0.9292168674698796,0.9886363636363636,0.9096385542168676
145,1.0,0.947289156626506,1.0,0.9292168674698796,1.0,0.9427710843373494,0.9943181818181818,0.9216867469879518,0.9886363636363636,0.9201807228915664
146,1.0,0.947289156626506,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9442771084337348,0.9943181818181818,0.927710843373494,0.9886363636363636,0.9066265060240964
147,1.0,0.947289156626506,1.0,0.9307228915662652,1.0,0.9382530120481928,1.0,0.927710843373494,0.9829545454545454,0.9021084337349398
148,1.0,0.947289156626506,1.0,0.927710843373494,1.0,0.9367469879518072,1.0,0.9186746987951808,0.9943181818181818,0.8990963855421686
149,1.0,0.947289156626506,1.0,0.927710843373494,1.0,0.9382530120481928,1.0,0.927710843373494,0.9829545454545454,0.9006024096385542
150,1.0,0.947289156626506,1.0,0.927710843373494,1.0,0.9367469879518072,1.0,0.927710843373494,0.9886363636363636,0.9006024096385542
151,1.0,0.947289156626506,0.9943181818181818,0.9307228915662652,0.9943181818181818,0.9397590361445785,1.0,0.9292168674698796,0.9829545454545454,0.908132530120482
152,1.0,0.947289156626506,0.9943181818181818,0.9246987951807228,1.0,0.9352409638554215,1.0,0.9246987951807228,0.9772727272727272,0.908132530120482
153,1.0,0.947289156626506,1.0,0.9231927710843374,1.0,0.9352409638554215,0.9943181818181818,0.9307228915662652,0.9943181818181818,0.9096385542168676
154,1.0,0.947289156626506,0.9943181818181818,0.927710843373494,1.0,0.933734939759036,1.0,0.9262048192771084,0.9715909090909092,0.9036144578313252
155,1.0,0.9487951807228916,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9322289156626506,0.9943181818181818,0.9262048192771084,0.9886363636363636,0.8930722891566265
156,1.0,0.9487951807228916,1.0,0.933734939759036,1.0,0.933734939759036,1.0,0.9246987951807228,0.9772727272727272,0.8945783132530121
157,1.0,0.9487951807228916,1.0,0.933734939759036,1.0,0.9352409638554215,0.9943181818181818,0.9216867469879518,0.9943181818181818,0.9036144578313252
158,1.0,0.9487951807228916,1.0,0.9352409638554215,1.0,0.933734939759036,1.0,0.9096385542168676,0.9886363636363636,0.9051204819277108
159,1.0,0.9487951807228916,0.9943181818181818,0.9322289156626506,1.0,0.9352409638554215,1.0,0.9246987951807228,0.9829545454545454,0.9066265060240964
160,1.0,0.9487951807228916,0.9886363636363636,0.9292168674698796,1.0,0.9382530120481928,1.0,0.9231927710843374,0.9829545454545454,0.9066265060240964
161,1.0,0.9503012048192772,0.9943181818181818,0.927710843373494,0.9943181818181818,0.9382530120481928,1.0,0.9262048192771084,1.0,0.908132530120482
162,0.9943181818181818,0.9487951807228916,1.0,0.9262048192771084,1.0,0.9397590361445785,1.0,0.9292168674698796,0.9829545454545454,0.9096385542168676
163,1.0,0.9487951807228916,1.0,0.9292168674698796,1.0,0.9397590361445785,1.0,0.927710843373494,0.9886363636363636,0.9051204819277108
164,1.0,0.9487951807228916,1.0,0.927710843373494,1.0,0.941265060240964,1.0,0.9292168674698796,0.9943181818181818,0.9021084337349398
165,1.0,0.9487951807228916,1.0,0.927710843373494,1.0,0.9427710843373494,1.0,0.927710843373494,0.9829545454545454,0.9036144578313252
166,1.0,0.9487951807228916,0.9943181818181818,0.9292168674698796,1.0,0.9442771084337348,0.9943181818181818,0.9307228915662652,0.9943181818181818,0.9021084337349398
167,1.0,0.9487951807228916,0.9886363636363636,0.9292168674698796,1.0,0.941265060240964,1.0,0.9352409638554215,0.9772727272727272,0.9036144578313252
168,1.0,0.9487951807228916,1.0,0.927710843373494,1.0,0.941265060240964,1.0,0.9307228915662652,0.9943181818181818,0.9021084337349398
169,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.9427710843373494,1.0,0.9262048192771084,0.9772727272727272,0.9051204819277108
170,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.9442771084337348,1.0,0.9262048192771084,0.9829545454545454,0.9036144578313252
171,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.941265060240964,1.0,0.9307228915662652,0.9943181818181818,0.9036144578313252
172,1.0,0.9487951807228916,1.0,0.9246987951807228,1.0,0.9382530120481928,1.0,0.9231927710843374,0.9943181818181818,0.9066265060240964
173,1.0,0.9487951807228916,1.0,0.9231927710843374,1.0,0.9352409638554215,1.0,0.9292168674698796,0.9829545454545454,0.9096385542168676
174,1.0,0.9487951807228916,0.9943181818181818,0.9246987951807228,1.0,0.941265060240964,1.0,0.927710843373494,1.0,0.9096385542168676
175,1.0,0.9487951807228916,1.0,0.9246987951807228,1.0,0.9397590361445785,1.0,0.9292168674698796,0.9886363636363636,0.9096385542168676
176,1.0,0.9487951807228916,1.0,0.9262048192771084,0.9886363636363636,0.9382530120481928,1.0,0.9292168674698796,0.9886363636363636,0.911144578313253
177,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.933734939759036,1.0,0.9292168674698796,0.9943181818181818,0.911144578313253
178,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.9352409638554215,1.0,0.9292168674698796,0.9886363636363636,0.9096385542168676
179,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.941265060240964,1.0,0.927710843373494,0.9943181818181818,0.908132530120482
180,1.0,0.9487951807228916,1.0,0.9262048192771084,1.0,0.9382530120481928,0.9943181818181818,0.9307228915662652,0.9886363636363636,0.9096385542168676
|