river_demo/weights/yolov5/class9/results.csv

202 lines
58 KiB
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epoch, train/box_loss, train/obj_loss, train/cls_loss, metrics/precision, metrics/recall, metrics/mAP_0.5,metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss, x/lr0, x/lr1, x/lr2
0, 0.1163, 0.078471, 0.060603, 0.0091424, 0.053632, 0.0032591, 0.00068739, 0.10289, 0.073506, 0.052194, 0.0033077, 0.0033077, 0.070231
1, 0.096567, 0.095328, 0.046852, 0.48139, 0.071425, 0.019772, 0.0038298, 0.089826, 0.087395, 0.038753, 0.0066082, 0.0066082, 0.040198
2, 0.092639, 0.096597, 0.03695, 0.60906, 0.11302, 0.044254, 0.0098758, 0.088638, 0.079321, 0.028477, 0.0098756, 0.0098756, 0.010132
3, 0.088354, 0.093358, 0.031132, 0.53835, 0.13594, 0.075434, 0.019504, 0.082118, 0.071749, 0.023135, 0.0098515, 0.0098515, 0.0098515
4, 0.084038, 0.095268, 0.026507, 0.59598, 0.16171, 0.12862, 0.037239, 0.075409, 0.070509, 0.017207, 0.0098515, 0.0098515, 0.0098515
5, 0.081941, 0.095587, 0.023229, 0.58377, 0.20923, 0.15806, 0.049477, 0.071079, 0.073671, 0.015088, 0.009802, 0.009802, 0.009802
6, 0.07997, 0.093637, 0.021312, 0.54366, 0.20309, 0.1499, 0.04285, 0.073025, 0.071019, 0.0136, 0.0097525, 0.0097525, 0.0097525
7, 0.078453, 0.097821, 0.02096, 0.4899, 0.20122, 0.13173, 0.033875, 0.077732, 0.068175, 0.012874, 0.009703, 0.009703, 0.009703
8, 0.077643, 0.094062, 0.020389, 0.61771, 0.183, 0.18765, 0.06058, 0.071304, 0.072565, 0.013283, 0.0096535, 0.0096535, 0.0096535
9, 0.077455, 0.092403, 0.018928, 0.68859, 0.17815, 0.19471, 0.057794, 0.070921, 0.075355, 0.012061, 0.009604, 0.009604, 0.009604
10, 0.076227, 0.095143, 0.018652, 0.54529, 0.22365, 0.2113, 0.07751, 0.068299, 0.070042, 0.011792, 0.0095545, 0.0095545, 0.0095545
11, 0.075621, 0.096919, 0.017805, 0.60475, 0.22383, 0.22727, 0.084465, 0.066867, 0.070019, 0.01066, 0.009505, 0.009505, 0.009505
12, 0.075278, 0.092505, 0.017624, 0.318, 0.38178, 0.2386, 0.088241, 0.06641, 0.069216, 0.010871, 0.0094555, 0.0094555, 0.0094555
13, 0.074596, 0.092825, 0.017083, 0.57635, 0.23396, 0.22908, 0.069304, 0.06832, 0.070965, 0.0096148, 0.009406, 0.009406, 0.009406
14, 0.074336, 0.090165, 0.01704, 0.34469, 0.35945, 0.24647, 0.093281, 0.067523, 0.067457, 0.010291, 0.0093565, 0.0093565, 0.0093565
15, 0.074199, 0.091868, 0.016145, 0.53659, 0.24416, 0.2452, 0.089367, 0.066737, 0.06926, 0.0096651, 0.009307, 0.009307, 0.009307
16, 0.073709, 0.091386, 0.016228, 0.58383, 0.27631, 0.26264, 0.095983, 0.065483, 0.06832, 0.0089162, 0.0092575, 0.0092575, 0.0092575
17, 0.073127, 0.092894, 0.015744, 0.37985, 0.32613, 0.24739, 0.087963, 0.068443, 0.066683, 0.0084403, 0.009208, 0.009208, 0.009208
18, 0.072616, 0.088464, 0.015487, 0.56692, 0.28385, 0.27279, 0.10299, 0.064793, 0.06803, 0.0089056, 0.0091585, 0.0091585, 0.0091585
19, 0.073291, 0.092542, 0.015206, 0.56882, 0.26733, 0.25371, 0.094288, 0.065888, 0.067756, 0.0085961, 0.009109, 0.009109, 0.009109
20, 0.072293, 0.090466, 0.015108, 0.57946, 0.30154, 0.27734, 0.10642, 0.0646, 0.067511, 0.0085873, 0.0090595, 0.0090595, 0.0090595
21, 0.072206, 0.092318, 0.015516, 0.6099, 0.27121, 0.26615, 0.097604, 0.066132, 0.067926, 0.0087777, 0.00901, 0.00901, 0.00901
22, 0.0725, 0.089683, 0.015057, 0.57866, 0.29392, 0.27893, 0.10599, 0.064014, 0.068478, 0.0088765, 0.0089605, 0.0089605, 0.0089605
23, 0.07183, 0.087295, 0.014614, 0.52155, 0.2966, 0.27902, 0.10725, 0.066293, 0.067119, 0.0092347, 0.008911, 0.008911, 0.008911
24, 0.072084, 0.09317, 0.014796, 0.49656, 0.32987, 0.28109, 0.11037, 0.064766, 0.067627, 0.0081019, 0.0088615, 0.0088615, 0.0088615
25, 0.07202, 0.09287, 0.014637, 0.52159, 0.3276, 0.29186, 0.11875, 0.063771, 0.067623, 0.0075126, 0.008812, 0.008812, 0.008812
26, 0.071227, 0.09077, 0.01366, 0.51896, 0.29976, 0.27309, 0.099052, 0.06738, 0.068287, 0.0089357, 0.0087625, 0.0087625, 0.0087625
27, 0.071496, 0.08987, 0.014003, 0.54018, 0.3222, 0.29007, 0.11414, 0.064039, 0.068832, 0.0080796, 0.008713, 0.008713, 0.008713
28, 0.070916, 0.093107, 0.014703, 0.47723, 0.34298, 0.29723, 0.11451, 0.064219, 0.066814, 0.0076718, 0.0086635, 0.0086635, 0.0086635
29, 0.070427, 0.088971, 0.013238, 0.54622, 0.31494, 0.30256, 0.11241, 0.06479, 0.067063, 0.0074613, 0.008614, 0.008614, 0.008614
30, 0.071102, 0.08735, 0.013443, 0.56721, 0.30333, 0.29104, 0.098722, 0.067164, 0.066289, 0.0075761, 0.0085645, 0.0085645, 0.0085645
31, 0.070841, 0.086304, 0.013342, 0.60408, 0.30416, 0.31094, 0.11943, 0.063399, 0.067872, 0.0075819, 0.008515, 0.008515, 0.008515
32, 0.071053, 0.090118, 0.014227, 0.53406, 0.32637, 0.31198, 0.12228, 0.064635, 0.066901, 0.0076553, 0.0084655, 0.0084655, 0.0084655
33, 0.069379, 0.090244, 0.013159, 0.55659, 0.31976, 0.31874, 0.12192, 0.064553, 0.06729, 0.0073647, 0.008416, 0.008416, 0.008416
34, 0.069977, 0.088556, 0.013386, 0.51855, 0.35026, 0.32884, 0.13784, 0.063374, 0.065856, 0.0072325, 0.0083665, 0.0083665, 0.0083665
35, 0.069105, 0.08728, 0.012953, 0.54258, 0.30226, 0.30634, 0.11756, 0.064441, 0.066554, 0.0070503, 0.008317, 0.008317, 0.008317
36, 0.069297, 0.087483, 0.013251, 0.46931, 0.36652, 0.32269, 0.13031, 0.063113, 0.067067, 0.0072046, 0.0082675, 0.0082675, 0.0082675
37, 0.069017, 0.089875, 0.012903, 0.53854, 0.31763, 0.32451, 0.12181, 0.064756, 0.068596, 0.0070815, 0.008218, 0.008218, 0.008218
38, 0.070204, 0.087944, 0.013116, 0.55487, 0.31301, 0.31483, 0.1313, 0.062245, 0.067089, 0.007585, 0.0081685, 0.0081685, 0.0081685
39, 0.068852, 0.088236, 0.012347, 0.45483, 0.37616, 0.32405, 0.13517, 0.062677, 0.067016, 0.0069761, 0.008119, 0.008119, 0.008119
40, 0.068883, 0.087472, 0.012411, 0.3262, 0.4185, 0.32651, 0.12907, 0.064086, 0.066548, 0.0071477, 0.0080695, 0.0080695, 0.0080695
41, 0.068694, 0.087602, 0.012271, 0.58739, 0.33346, 0.34273, 0.12701, 0.064972, 0.066784, 0.0071221, 0.00802, 0.00802, 0.00802
42, 0.067869, 0.08467, 0.012307, 0.50697, 0.35637, 0.33964, 0.13608, 0.06288, 0.067245, 0.0071069, 0.0079705, 0.0079705, 0.0079705
43, 0.068691, 0.085801, 0.012611, 0.53732, 0.3621, 0.34559, 0.1272, 0.064582, 0.067814, 0.0069667, 0.007921, 0.007921, 0.007921
44, 0.069254, 0.090675, 0.012805, 0.59737, 0.35245, 0.35435, 0.13788, 0.062864, 0.067236, 0.0066713, 0.0078715, 0.0078715, 0.0078715
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47, 0.068593, 0.088558, 0.012249, 0.60456, 0.35743, 0.35891, 0.15363, 0.061952, 0.067407, 0.0071866, 0.007723, 0.007723, 0.007723
48, 0.06807, 0.08762, 0.011871, 0.51236, 0.37961, 0.36165, 0.15042, 0.061985, 0.066772, 0.0065586, 0.0076735, 0.0076735, 0.0076735
49, 0.069001, 0.089288, 0.012612, 0.50785, 0.41838, 0.37019, 0.15476, 0.061558, 0.066265, 0.006661, 0.007624, 0.007624, 0.007624
50, 0.067667, 0.086656, 0.011313, 0.46651, 0.46262, 0.37364, 0.1524, 0.061764, 0.067662, 0.0066976, 0.0075745, 0.0075745, 0.0075745
51, 0.067883, 0.087964, 0.011696, 0.55395, 0.3629, 0.36086, 0.13546, 0.063416, 0.066609, 0.0065205, 0.007525, 0.007525, 0.007525
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56, 0.066878, 0.083479, 0.011399, 0.60013, 0.38319, 0.36966, 0.15262, 0.061542, 0.067507, 0.0064337, 0.0072775, 0.0072775, 0.0072775
57, 0.068031, 0.091226, 0.012066, 0.50613, 0.44063, 0.36909, 0.15244, 0.061868, 0.066166, 0.0065633, 0.007228, 0.007228, 0.007228
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107, 0.063925, 0.083809, 0.0096163, 0.55432, 0.41368, 0.37486, 0.16001, 0.061462, 0.068598, 0.005863, 0.004753, 0.004753, 0.004753
108, 0.062201, 0.083453, 0.0085994, 0.57548, 0.41776, 0.38787, 0.16373, 0.061403, 0.067542, 0.0060933, 0.0047035, 0.0047035, 0.0047035
109, 0.06275, 0.08118, 0.008878, 0.54169, 0.42289, 0.37186, 0.15456, 0.061683, 0.068245, 0.0057971, 0.004654, 0.004654, 0.004654
110, 0.063428, 0.082393, 0.0098573, 0.54333, 0.42902, 0.39734, 0.16654, 0.061067, 0.067816, 0.0057777, 0.0046045, 0.0046045, 0.0046045
111, 0.063, 0.080144, 0.0090875, 0.65566, 0.38288, 0.40283, 0.17192, 0.061325, 0.067714, 0.0060259, 0.004555, 0.004555, 0.004555
112, 0.06263, 0.083642, 0.0093641, 0.41437, 0.42205, 0.37776, 0.15887, 0.061718, 0.067645, 0.0063483, 0.0045055, 0.0045055, 0.0045055
113, 0.063118, 0.084509, 0.0096402, 0.62197, 0.38187, 0.38449, 0.16554, 0.060996, 0.067075, 0.0060038, 0.004456, 0.004456, 0.004456
114, 0.062873, 0.082505, 0.0088858, 0.60133, 0.3802, 0.38675, 0.1559, 0.060974, 0.068178, 0.0056237, 0.0044065, 0.0044065, 0.0044065
115, 0.062607, 0.082866, 0.008828, 0.57434, 0.3973, 0.37809, 0.17002, 0.061668, 0.068287, 0.0055489, 0.004357, 0.004357, 0.004357
116, 0.062916, 0.08195, 0.0095846, 0.59209, 0.39282, 0.37895, 0.15746, 0.061779, 0.067903, 0.0057769, 0.0043075, 0.0043075, 0.0043075
117, 0.062263, 0.080514, 0.0084992, 0.54274, 0.4159, 0.38896, 0.16493, 0.061529, 0.067438, 0.0059834, 0.004258, 0.004258, 0.004258
118, 0.063117, 0.080655, 0.0093576, 0.56906, 0.43282, 0.40171, 0.17407, 0.061155, 0.068624, 0.0057789, 0.0042085, 0.0042085, 0.0042085
119, 0.062702, 0.082241, 0.0088405, 0.52481, 0.42562, 0.38037, 0.15888, 0.061468, 0.068739, 0.0058799, 0.004159, 0.004159, 0.004159
120, 0.062472, 0.080464, 0.0090944, 0.57049, 0.39505, 0.37787, 0.16326, 0.061481, 0.068984, 0.0057145, 0.0041095, 0.0041095, 0.0041095
121, 0.062513, 0.082724, 0.0090526, 0.58679, 0.41222, 0.38838, 0.16373, 0.061139, 0.06887, 0.0058018, 0.00406, 0.00406, 0.00406
122, 0.06212, 0.080603, 0.0080341, 0.59962, 0.4259, 0.40007, 0.17061, 0.0617, 0.068887, 0.0057023, 0.0040105, 0.0040105, 0.0040105
123, 0.062704, 0.08208, 0.0084618, 0.58263, 0.42756, 0.39383, 0.15642, 0.061847, 0.068772, 0.0057635, 0.003961, 0.003961, 0.003961
124, 0.062541, 0.080097, 0.0091065, 0.60489, 0.4021, 0.38306, 0.15652, 0.06178, 0.06825, 0.0057683, 0.0039115, 0.0039115, 0.0039115
125, 0.06197, 0.081429, 0.0083321, 0.64762, 0.39049, 0.38741, 0.15672, 0.062131, 0.067943, 0.0056695, 0.003862, 0.003862, 0.003862
126, 0.062301, 0.081651, 0.0087167, 0.61908, 0.40452, 0.3906, 0.16294, 0.06121, 0.068418, 0.0056092, 0.0038125, 0.0038125, 0.0038125
127, 0.062221, 0.079613, 0.0084921, 0.61394, 0.39371, 0.38955, 0.16974, 0.061417, 0.06805, 0.0058537, 0.003763, 0.003763, 0.003763
128, 0.062123, 0.081567, 0.0090106, 0.59164, 0.39826, 0.38816, 0.16825, 0.061512, 0.06776, 0.0058033, 0.0037135, 0.0037135, 0.0037135
129, 0.062216, 0.080156, 0.008595, 0.66416, 0.37233, 0.39473, 0.16427, 0.061477, 0.068075, 0.0054373, 0.003664, 0.003664, 0.003664
130, 0.062499, 0.082136, 0.0089943, 0.5806, 0.40678, 0.38811, 0.16412, 0.061353, 0.068901, 0.0055116, 0.0036145, 0.0036145, 0.0036145
131, 0.06183, 0.079962, 0.0087681, 0.56545, 0.40643, 0.37984, 0.1655, 0.061294, 0.068665, 0.0058172, 0.003565, 0.003565, 0.003565
132, 0.061493, 0.079948, 0.0080891, 0.54577, 0.40385, 0.37962, 0.16849, 0.060879, 0.068566, 0.0059687, 0.0035155, 0.0035155, 0.0035155
133, 0.06131, 0.078567, 0.0086257, 0.60001, 0.38724, 0.3776, 0.16521, 0.061301, 0.06911, 0.0061088, 0.003466, 0.003466, 0.003466
134, 0.061697, 0.081441, 0.0085654, 0.6225, 0.39107, 0.3943, 0.16714, 0.061478, 0.06788, 0.0060577, 0.0034165, 0.0034165, 0.0034165
135, 0.061623, 0.079985, 0.0085603, 0.59139, 0.39628, 0.3785, 0.16194, 0.060983, 0.068897, 0.0057355, 0.003367, 0.003367, 0.003367
136, 0.061479, 0.079573, 0.0086732, 0.59881, 0.3988, 0.38341, 0.16106, 0.061175, 0.068809, 0.0055626, 0.0033175, 0.0033175, 0.0033175
137, 0.061413, 0.079408, 0.0084376, 0.61248, 0.39101, 0.3826, 0.15207, 0.061572, 0.068304, 0.0058183, 0.003268, 0.003268, 0.003268
138, 0.061046, 0.082144, 0.0089468, 0.55422, 0.42804, 0.38352, 0.1605, 0.06132, 0.069155, 0.0055395, 0.0032185, 0.0032185, 0.0032185
139, 0.061471, 0.07995, 0.0081675, 0.64321, 0.3717, 0.38275, 0.16285, 0.061362, 0.068849, 0.0055299, 0.003169, 0.003169, 0.003169
140, 0.060823, 0.080007, 0.0086115, 0.61921, 0.38559, 0.39302, 0.16613, 0.061234, 0.068911, 0.0052536, 0.0031195, 0.0031195, 0.0031195
141, 0.062534, 0.080749, 0.0094048, 0.58546, 0.40447, 0.38576, 0.16285, 0.061139, 0.069, 0.0056188, 0.00307, 0.00307, 0.00307
142, 0.060494, 0.080903, 0.0081691, 0.58388, 0.39437, 0.37923, 0.16453, 0.06183, 0.068096, 0.005568, 0.0030205, 0.0030205, 0.0030205
143, 0.061919, 0.083564, 0.0094533, 0.57831, 0.41394, 0.38564, 0.16276, 0.061135, 0.068703, 0.0057063, 0.002971, 0.002971, 0.002971
144, 0.060503, 0.077934, 0.0082693, 0.64683, 0.38783, 0.38866, 0.16462, 0.06107, 0.06893, 0.0057078, 0.0029215, 0.0029215, 0.0029215
145, 0.060227, 0.079083, 0.0080657, 0.58952, 0.41561, 0.39865, 0.16874, 0.061168, 0.068317, 0.0057771, 0.002872, 0.002872, 0.002872
146, 0.060703, 0.0805, 0.008231, 0.6058, 0.39931, 0.39018, 0.16269, 0.061424, 0.069072, 0.0056074, 0.0028225, 0.0028225, 0.0028225
147, 0.060809, 0.079416, 0.0084209, 0.58098, 0.42434, 0.39792, 0.17197, 0.060992, 0.069045, 0.0056534, 0.002773, 0.002773, 0.002773
148, 0.061181, 0.082232, 0.0086708, 0.6496, 0.37019, 0.38515, 0.16745, 0.061349, 0.070234, 0.0058444, 0.0027235, 0.0027235, 0.0027235
149, 0.060623, 0.083097, 0.0083962, 0.61744, 0.3864, 0.39006, 0.16122, 0.061336, 0.069071, 0.0055872, 0.002674, 0.002674, 0.002674
150, 0.061013, 0.078397, 0.0081109, 0.55319, 0.40884, 0.38888, 0.16894, 0.061426, 0.068424, 0.0055361, 0.0026245, 0.0026245, 0.0026245
151, 0.060906, 0.081067, 0.0087698, 0.58694, 0.40101, 0.38418, 0.16181, 0.061248, 0.069114, 0.0055448, 0.002575, 0.002575, 0.002575
152, 0.059971, 0.078016, 0.0082625, 0.54703, 0.42067, 0.38596, 0.15784, 0.060987, 0.068635, 0.0055849, 0.0025255, 0.0025255, 0.0025255
153, 0.060802, 0.080326, 0.0084251, 0.57626, 0.40981, 0.38869, 0.16595, 0.06094, 0.069052, 0.0055836, 0.002476, 0.002476, 0.002476
154, 0.060876, 0.080142, 0.0084623, 0.64034, 0.39032, 0.39224, 0.17052, 0.061258, 0.069313, 0.0057674, 0.0024265, 0.0024265, 0.0024265
155, 0.061197, 0.082908, 0.0082472, 0.62902, 0.40014, 0.39678, 0.17092, 0.060819, 0.069366, 0.0055072, 0.002377, 0.002377, 0.002377
156, 0.060326, 0.081083, 0.008418, 0.50159, 0.41416, 0.40481, 0.16998, 0.061234, 0.069954, 0.0053375, 0.0023275, 0.0023275, 0.0023275
157, 0.060145, 0.079134, 0.008171, 0.47626, 0.42082, 0.39914, 0.16988, 0.06098, 0.068871, 0.0056765, 0.002278, 0.002278, 0.002278
158, 0.059991, 0.078631, 0.0080613, 0.43714, 0.42794, 0.39301, 0.17251, 0.061006, 0.069104, 0.0055834, 0.0022285, 0.0022285, 0.0022285
159, 0.060168, 0.077415, 0.0081355, 0.4283, 0.43196, 0.39506, 0.1677, 0.06154, 0.069498, 0.0056595, 0.002179, 0.002179, 0.002179
160, 0.060013, 0.079332, 0.0078322, 0.48257, 0.40145, 0.39793, 0.16728, 0.06111, 0.069211, 0.0056615, 0.0021295, 0.0021295, 0.0021295
161, 0.059797, 0.076389, 0.0085948, 0.5621, 0.40947, 0.38788, 0.16676, 0.061514, 0.06914, 0.0058107, 0.00208, 0.00208, 0.00208
162, 0.05953, 0.079817, 0.0073943, 0.58375, 0.41093, 0.39391, 0.16412, 0.061514, 0.069279, 0.0055135, 0.0020305, 0.0020305, 0.0020305
163, 0.060089, 0.077, 0.0075225, 0.46733, 0.41864, 0.39178, 0.16438, 0.061474, 0.068694, 0.0057247, 0.001981, 0.001981, 0.001981
164, 0.060458, 0.082368, 0.0081539, 0.6308, 0.40624, 0.39519, 0.16866, 0.061197, 0.070284, 0.0057369, 0.0019315, 0.0019315, 0.0019315
165, 0.060204, 0.080686, 0.0078595, 0.58455, 0.40365, 0.39361, 0.16931, 0.061302, 0.070159, 0.0055198, 0.001882, 0.001882, 0.001882
166, 0.059445, 0.077755, 0.0076423, 0.57182, 0.44039, 0.40162, 0.16522, 0.061931, 0.069638, 0.005605, 0.0018325, 0.0018325, 0.0018325
167, 0.059385, 0.07858, 0.0077505, 0.5719, 0.4126, 0.38621, 0.16781, 0.061554, 0.069619, 0.0055225, 0.001783, 0.001783, 0.001783
168, 0.059453, 0.077021, 0.0081007, 0.6831, 0.38097, 0.39635, 0.16965, 0.061492, 0.069905, 0.0054181, 0.0017335, 0.0017335, 0.0017335
169, 0.059746, 0.07885, 0.0076966, 0.47484, 0.43266, 0.39458, 0.16799, 0.061473, 0.070302, 0.0055999, 0.001684, 0.001684, 0.001684
170, 0.060082, 0.080544, 0.0080393, 0.60734, 0.4093, 0.39553, 0.16867, 0.061064, 0.070145, 0.0056745, 0.0016345, 0.0016345, 0.0016345
171, 0.059243, 0.078759, 0.0079038, 0.59986, 0.41792, 0.3949, 0.17225, 0.061454, 0.070232, 0.0056883, 0.001585, 0.001585, 0.001585
172, 0.06003, 0.079498, 0.0080035, 0.58769, 0.41244, 0.40095, 0.17154, 0.061297, 0.069892, 0.0056825, 0.0015355, 0.0015355, 0.0015355
173, 0.05939, 0.077445, 0.0076199, 0.63194, 0.39694, 0.40471, 0.17308, 0.061558, 0.070094, 0.0056222, 0.001486, 0.001486, 0.001486
174, 0.058707, 0.078033, 0.0074211, 0.5845, 0.42189, 0.40162, 0.16921, 0.061337, 0.070011, 0.0058099, 0.0014365, 0.0014365, 0.0014365
175, 0.05945, 0.077614, 0.0084547, 0.5733, 0.42687, 0.40296, 0.17239, 0.061514, 0.06996, 0.0057241, 0.001387, 0.001387, 0.001387
176, 0.059536, 0.078818, 0.0078729, 0.64568, 0.39487, 0.40622, 0.1751, 0.061238, 0.06992, 0.0056799, 0.0013375, 0.0013375, 0.0013375
177, 0.059717, 0.07678, 0.0082633, 0.46492, 0.42903, 0.40088, 0.17398, 0.061486, 0.06953, 0.0054343, 0.001288, 0.001288, 0.001288
178, 0.058306, 0.075138, 0.0075247, 0.45756, 0.4475, 0.40696, 0.17211, 0.061272, 0.069687, 0.0055336, 0.0012385, 0.0012385, 0.0012385
179, 0.05981, 0.078592, 0.007826, 0.61119, 0.40411, 0.4047, 0.17375, 0.061233, 0.070374, 0.0056963, 0.001189, 0.001189, 0.001189
180, 0.059516, 0.07941, 0.0078784, 0.44491, 0.429, 0.39605, 0.16979, 0.061378, 0.070209, 0.0056918, 0.0011395, 0.0011395, 0.0011395
181, 0.059005, 0.080269, 0.0074365, 0.61792, 0.40438, 0.40462, 0.17199, 0.061282, 0.069842, 0.0056687, 0.00109, 0.00109, 0.00109
182, 0.059388, 0.0773, 0.0079592, 0.63607, 0.39592, 0.39934, 0.17166, 0.061353, 0.06989, 0.0055814, 0.0010405, 0.0010405, 0.0010405
183, 0.058627, 0.077392, 0.0073762, 0.65207, 0.39113, 0.39734, 0.16954, 0.061314, 0.070393, 0.0056366, 0.000991, 0.000991, 0.000991
184, 0.059958, 0.081703, 0.0084177, 0.60146, 0.41408, 0.40499, 0.17261, 0.061612, 0.070475, 0.0056101, 0.0009415, 0.0009415, 0.0009415
185, 0.059215, 0.079674, 0.0077917, 0.58245, 0.40966, 0.39842, 0.16618, 0.061862, 0.070253, 0.005696, 0.000892, 0.000892, 0.000892
186, 0.058119, 0.07413, 0.0074922, 0.58256, 0.41551, 0.39886, 0.16668, 0.061806, 0.070799, 0.0057426, 0.0008425, 0.0008425, 0.0008425
187, 0.059019, 0.08088, 0.0071937, 0.43465, 0.43227, 0.39255, 0.16627, 0.061765, 0.070654, 0.0057164, 0.000793, 0.000793, 0.000793
188, 0.05869, 0.0781, 0.0074471, 0.6328, 0.39031, 0.39202, 0.16877, 0.061584, 0.070445, 0.0056742, 0.0007435, 0.0007435, 0.0007435
189, 0.058051, 0.076634, 0.0070859, 0.62861, 0.39466, 0.39986, 0.17171, 0.061221, 0.070759, 0.005697, 0.000694, 0.000694, 0.000694
190, 0.059161, 0.078122, 0.007997, 0.6439, 0.38945, 0.39997, 0.16842, 0.061556, 0.070606, 0.0056897, 0.0006445, 0.0006445, 0.0006445
191, 0.059396, 0.079488, 0.0075062, 0.65862, 0.38499, 0.39836, 0.16873, 0.061452, 0.070499, 0.005647, 0.000595, 0.000595, 0.000595
192, 0.059279, 0.077722, 0.0074302, 0.62596, 0.40425, 0.40382, 0.17101, 0.061447, 0.070135, 0.0056625, 0.0005455, 0.0005455, 0.0005455
193, 0.058946, 0.077397, 0.0073196, 0.58967, 0.42201, 0.40048, 0.17041, 0.061256, 0.070125, 0.005794, 0.000496, 0.000496, 0.000496
194, 0.058338, 0.077359, 0.0075816, 0.60158, 0.40707, 0.3958, 0.17155, 0.06142, 0.070538, 0.0056139, 0.0004465, 0.0004465, 0.0004465
195, 0.058652, 0.079973, 0.0076763, 0.61455, 0.39871, 0.39545, 0.17112, 0.061313, 0.070764, 0.0056792, 0.000397, 0.000397, 0.000397
196, 0.058626, 0.076117, 0.0075257, 0.58013, 0.41444, 0.39569, 0.16962, 0.06143, 0.070803, 0.00566, 0.0003475, 0.0003475, 0.0003475
197, 0.058519, 0.07889, 0.0073568, 0.60364, 0.39333, 0.3906, 0.16771, 0.061568, 0.070652, 0.005606, 0.000298, 0.000298, 0.000298
198, 0.058598, 0.079198, 0.0076465, 0.61812, 0.39651, 0.3927, 0.17121, 0.061296, 0.070684, 0.0056408, 0.0002485, 0.0002485, 0.0002485
199, 0.058884, 0.077597, 0.0077865, 0.59517, 0.40793, 0.39424, 0.16871, 0.061455, 0.070537, 0.0056641, 0.000199, 0.000199, 0.000199