eegmp_preproc/data/outputs/history/log_sub-001_ica1_16-Nov-2021.txt

Input data size [72,1185500] = 72 channels, 1185500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 228 frames per ICA weight ((5184)^2 = 1185500 weights, Initial learning rate will be 0.001, block size 70.
Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
More than 32 channels: default stopping weight change 1E-7
Training will end when wchange < 1e-07 or after 512 steps.
Online bias adjustment will be used.
Removing mean of each channel ...
Final training data range: -6.36012 to 5.37318
Computing the sphering matrix...
Starting weights are the identity matrix ...
Sphering the data ...
Beginning ICA training ... first training step may be slow ...
Lowering learning rate to 0.0009 and starting again.
Lowering learning rate to 0.00081 and starting again.
Lowering learning rate to 0.000729 and starting again.
Lowering learning rate to 0.0006561 and starting again.
Lowering learning rate to 0.00059049 and starting again.
Lowering learning rate to 0.000531441 and starting again.
Lowering learning rate to 0.000478297 and starting again.
Lowering learning rate to 0.000430467 and starting again.
Lowering learning rate to 0.00038742 and starting again.
Lowering learning rate to 0.000348678 and starting again.
step 1 - lrate 0.000349, wchange 49.00971317, angledelta  0.0 deg
Lowering learning rate to 0.000313811 and starting again.
step 1 - lrate 0.000314, wchange 47.32317153, angledelta  0.0 deg
step 2 - lrate 0.000314, wchange 3.03783746, angledelta  0.0 deg
step 3 - lrate 0.000314, wchange 2.31751770, angledelta 92.9 deg
step 4 - lrate 0.000308, wchange 2.69612815, angledelta 119.8 deg
step 5 - lrate 0.000301, wchange 3.09606744, angledelta 126.7 deg
step 6 - lrate 0.000295, wchange 3.49737674, angledelta 118.2 deg
step 7 - lrate 0.000289, wchange 3.38309542, angledelta 114.1 deg
Lowering learning rate to 0.000255294 and starting again.
step 1 - lrate 0.000255, wchange 46.14555703, angledelta  0.0 deg
step 2 - lrate 0.000255, wchange 1.55809791, angledelta  0.0 deg
step 3 - lrate 0.000255, wchange 2.58687847, angledelta 92.8 deg
step 4 - lrate 0.000250, wchange 2.72815496, angledelta 118.9 deg
step 5 - lrate 0.000245, wchange 2.02644267, angledelta 114.9 deg
step 6 - lrate 0.000240, wchange 2.36272083, angledelta 114.2 deg
step 7 - lrate 0.000235, wchange 2.01641203, angledelta 117.7 deg
step 8 - lrate 0.000231, wchange 2.06274686, angledelta 113.3 deg
step 9 - lrate 0.000226, wchange 1.96852234, angledelta 127.5 deg
Lowering learning rate to 0.000199464 and starting again.
step 1 - lrate 0.000199, wchange 47.27511907, angledelta  0.0 deg
step 2 - lrate 0.000199, wchange 1.89592219, angledelta  0.0 deg
step 3 - lrate 0.000199, wchange 2.93991676, angledelta 88.4 deg
step 4 - lrate 0.000195, wchange 1.55666776, angledelta 110.7 deg
step 5 - lrate 0.000192, wchange 1.56848370, angledelta 104.8 deg
step 6 - lrate 0.000188, wchange 1.57765492, angledelta 106.9 deg
step 7 - lrate 0.000184, wchange 1.11597129, angledelta 101.5 deg
step 8 - lrate 0.000180, wchange 2.70664393, angledelta 122.1 deg
step 9 - lrate 0.000177, wchange 1.88199007, angledelta 139.9 deg
step 10 - lrate 0.000173, wchange 1.77548230, angledelta 94.5 deg
step 11 - lrate 0.000170, wchange 2.40246733, angledelta 117.8 deg
step 12 - lrate 0.000166, wchange 2.39148948, angledelta 132.0 deg
step 13 - lrate 0.000163, wchange 1.01403735, angledelta 123.5 deg
step 14 - lrate 0.000160, wchange 1.33562032, angledelta 99.8 deg
step 15 - lrate 0.000157, wchange 0.74348095, angledelta 116.9 deg
step 16 - lrate 0.000153, wchange 1.31868781, angledelta 104.3 deg
step 17 - lrate 0.000150, wchange 0.52084553, angledelta 122.7 deg
step 18 - lrate 0.000147, wchange 1.25678072, angledelta 91.0 deg
step 19 - lrate 0.000144, wchange 0.82308384, angledelta 117.5 deg
step 20 - lrate 0.000141, wchange 0.79035741, angledelta 113.1 deg
step 21 - lrate 0.000139, wchange 0.67141471, angledelta 98.7 deg
step 22 - lrate 0.000136, wchange 0.35099840, angledelta 114.4 deg
step 23 - lrate 0.000133, wchange 1.54087672, angledelta 101.4 deg
step 24 - lrate 0.000131, wchange 1.09593909, angledelta 136.0 deg
step 25 - lrate 0.000128, wchange 0.25407574, angledelta 117.7 deg
step 26 - lrate 0.000125, wchange 0.33835168, angledelta 109.6 deg
step 27 - lrate 0.000123, wchange 0.71840503, angledelta 122.5 deg
step 28 - lrate 0.000120, wchange 0.90477767, angledelta 109.6 deg
step 29 - lrate 0.000118, wchange 1.60172354, angledelta 139.7 deg
step 30 - lrate 0.000116, wchange 0.80964591, angledelta 138.2 deg
step 31 - lrate 0.000113, wchange 0.26218196, angledelta 103.0 deg
step 32 - lrate 0.000111, wchange 0.46188414, angledelta 132.3 deg
step 33 - lrate 0.000109, wchange 0.86493528, angledelta 103.3 deg
step 34 - lrate 0.000107, wchange 0.95291866, angledelta 98.6 deg
step 35 - lrate 0.000104, wchange 0.87369575, angledelta 113.0 deg
step 36 - lrate 0.000102, wchange 1.01345243, angledelta 120.4 deg
step 37 - lrate 0.000100, wchange 0.19410163, angledelta 124.0 deg
step 38 - lrate 0.000098, wchange 0.76816530, angledelta 88.0 deg
step 39 - lrate 0.000096, wchange 0.91849614, angledelta 116.5 deg
step 40 - lrate 0.000094, wchange 0.91435913, angledelta 155.3 deg
step 41 - lrate 0.000093, wchange 0.63832011, angledelta 124.2 deg
step 42 - lrate 0.000091, wchange 0.81775513, angledelta 111.4 deg
step 43 - lrate 0.000089, wchange 0.43839602, angledelta 125.3 deg
step 44 - lrate 0.000087, wchange 0.66052259, angledelta 101.4 deg
step 45 - lrate 0.000085, wchange 0.10923985, angledelta 112.2 deg
step 46 - lrate 0.000084, wchange 0.20979042, angledelta 118.8 deg
step 47 - lrate 0.000082, wchange 0.19022403, angledelta 89.5 deg
step 48 - lrate 0.000080, wchange 0.63217001, angledelta 96.1 deg
step 49 - lrate 0.000079, wchange 0.99266721, angledelta 157.8 deg
step 50 - lrate 0.000077, wchange 0.86278741, angledelta 135.4 deg
step 51 - lrate 0.000076, wchange 0.82589610, angledelta 148.9 deg
step 52 - lrate 0.000074, wchange 0.15965477, angledelta 122.9 deg
step 53 - lrate 0.000073, wchange 0.33974529, angledelta 84.2 deg
step 54 - lrate 0.000071, wchange 0.56083786, angledelta 151.3 deg
step 55 - lrate 0.000070, wchange 0.21174283, angledelta 103.2 deg
step 56 - lrate 0.000068, wchange 0.93839852, angledelta 103.5 deg
step 57 - lrate 0.000067, wchange 0.18029102, angledelta 98.2 deg
step 58 - lrate 0.000066, wchange 0.21275334, angledelta 139.8 deg
step 59 - lrate 0.000064, wchange 0.95513622, angledelta 102.0 deg
step 60 - lrate 0.000063, wchange 0.96367063, angledelta 158.4 deg
step 61 - lrate 0.000062, wchange 0.59130619, angledelta 158.4 deg
step 62 - lrate 0.000061, wchange 0.07291460, angledelta 87.9 deg
step 63 - lrate 0.000059, wchange 0.48209492, angledelta 112.5 deg
step 64 - lrate 0.000058, wchange 0.58103939, angledelta 157.0 deg
step 65 - lrate 0.000057, wchange 0.74717753, angledelta 161.8 deg
step 66 - lrate 0.000056, wchange 0.11357464, angledelta 94.7 deg
step 67 - lrate 0.000055, wchange 0.86495393, angledelta 107.6 deg
step 68 - lrate 0.000054, wchange 0.73618208, angledelta 158.7 deg
step 69 - lrate 0.000053, wchange 0.79249630, angledelta 163.1 deg
step 70 - lrate 0.000052, wchange 0.76068163, angledelta 161.5 deg
step 71 - lrate 0.000050, wchange 0.73261711, angledelta 165.0 deg
step 72 - lrate 0.000049, wchange 0.56331930, angledelta 160.0 deg
step 73 - lrate 0.000048, wchange 0.64439635, angledelta 161.5 deg
step 74 - lrate 0.000048, wchange 0.90439424, angledelta 164.2 deg
step 75 - lrate 0.000047, wchange 0.07160070, angledelta 112.2 deg
step 76 - lrate 0.000046, wchange 0.05639681, angledelta 128.1 deg
step 77 - lrate 0.000045, wchange 0.72073856, angledelta 106.8 deg
step 78 - lrate 0.000044, wchange 0.78079858, angledelta 165.6 deg
step 79 - lrate 0.000043, wchange 0.60732373, angledelta 163.9 deg
step 80 - lrate 0.000042, wchange 0.05527399, angledelta 121.2 deg
step 81 - lrate 0.000041, wchange 0.41551468, angledelta 76.6 deg
step 82 - lrate 0.000040, wchange 0.04934837, angledelta 96.0 deg
step 83 - lrate 0.000040, wchange 0.78654374, angledelta 100.7 deg
step 84 - lrate 0.000039, wchange 0.92464540, angledelta 166.1 deg
step 85 - lrate 0.000038, wchange 0.05123720, angledelta 109.7 deg
step 86 - lrate 0.000037, wchange 0.04402939, angledelta 124.2 deg
step 87 - lrate 0.000037, wchange 0.77130291, angledelta 94.6 deg
step 88 - lrate 0.000036, wchange 0.04805783, angledelta 91.0 deg
step 89 - lrate 0.000035, wchange 0.05990638, angledelta 123.8 deg
step 90 - lrate 0.000034, wchange 0.88277532, angledelta 95.0 deg
step 91 - lrate 0.000034, wchange 0.87901614, angledelta 167.8 deg
step 92 - lrate 0.000033, wchange 0.03185404, angledelta 90.7 deg
step 93 - lrate 0.000032, wchange 0.03502157, angledelta 116.7 deg
step 94 - lrate 0.000032, wchange 0.03126700, angledelta 117.2 deg
step 95 - lrate 0.000031, wchange 0.04072591, angledelta 104.0 deg
step 96 - lrate 0.000030, wchange 0.04974346, angledelta 129.8 deg
step 97 - lrate 0.000030, wchange 0.03706071, angledelta 117.0 deg
step 98 - lrate 0.000029, wchange 0.03064534, angledelta 120.5 deg
step 99 - lrate 0.000029, wchange 0.03034192, angledelta 116.5 deg
step 100 - lrate 0.000028, wchange 0.03348806, angledelta 111.7 deg
step 101 - lrate 0.000028, wchange 0.03744737, angledelta 125.7 deg
step 102 - lrate 0.000027, wchange 0.03056902, angledelta 111.1 deg
step 103 - lrate 0.000026, wchange 0.02546834, angledelta 116.2 deg
step 104 - lrate 0.000026, wchange 0.03211034, angledelta 106.5 deg
step 105 - lrate 0.000025, wchange 0.03365783, angledelta 128.8 deg
step 106 - lrate 0.000025, wchange 0.03199156, angledelta 117.3 deg
step 107 - lrate 0.000024, wchange 0.02623674, angledelta 120.6 deg
step 108 - lrate 0.000024, wchange 0.03126317, angledelta 115.5 deg
step 109 - lrate 0.000023, wchange 0.04098296, angledelta 131.7 deg
step 110 - lrate 0.000023, wchange 0.03684431, angledelta 132.9 deg
step 111 - lrate 0.000023, wchange 0.03311846, angledelta 130.5 deg
step 112 - lrate 0.000022, wchange 0.02172547, angledelta 123.3 deg
step 113 - lrate 0.000022, wchange 0.03084694, angledelta 115.8 deg
step 114 - lrate 0.000021, wchange 0.02257049, angledelta 127.7 deg
step 115 - lrate 0.000021, wchange 0.01893289, angledelta 117.4 deg
step 116 - lrate 0.000020, wchange 0.02164143, angledelta 109.7 deg
step 117 - lrate 0.000020, wchange 0.02030285, angledelta 120.1 deg
step 118 - lrate 0.000020, wchange 0.02694259, angledelta 122.3 deg
step 119 - lrate 0.000019, wchange 0.02466578, angledelta 125.7 deg
step 120 - lrate 0.000019, wchange 0.02284343, angledelta 121.6 deg
step 121 - lrate 0.000018, wchange 0.03030138, angledelta 128.7 deg
step 122 - lrate 0.000018, wchange 0.01924898, angledelta 110.6 deg
step 123 - lrate 0.000018, wchange 0.02291658, angledelta 117.5 deg
step 124 - lrate 0.000017, wchange 0.02106418, angledelta 121.1 deg
step 125 - lrate 0.000017, wchange 0.01857512, angledelta 117.3 deg
step 126 - lrate 0.000017, wchange 0.02017708, angledelta 121.0 deg
step 127 - lrate 0.000016, wchange 0.01930354, angledelta 126.2 deg
step 128 - lrate 0.000016, wchange 0.01603089, angledelta 121.3 deg
step 129 - lrate 0.000016, wchange 0.01779946, angledelta 120.4 deg
step 130 - lrate 0.000015, wchange 0.01543890, angledelta 119.5 deg
step 131 - lrate 0.000015, wchange 0.01724248, angledelta 109.1 deg
step 132 - lrate 0.000015, wchange 0.01156266, angledelta 119.4 deg
step 133 - lrate 0.000014, wchange 0.01256010, angledelta 115.9 deg
step 134 - lrate 0.000014, wchange 0.01332208, angledelta 117.3 deg
step 135 - lrate 0.000014, wchange 0.02848178, angledelta 100.3 deg
step 136 - lrate 0.000014, wchange 0.03551738, angledelta 141.0 deg
step 137 - lrate 0.000013, wchange 0.01350654, angledelta 111.0 deg
step 138 - lrate 0.000013, wchange 0.01228538, angledelta 117.2 deg
step 139 - lrate 0.000013, wchange 0.01498583, angledelta 109.8 deg
step 140 - lrate 0.000013, wchange 0.02056262, angledelta 129.8 deg
step 141 - lrate 0.000012, wchange 0.01296330, angledelta 120.2 deg
step 142 - lrate 0.000012, wchange 0.01246373, angledelta 123.0 deg
step 143 - lrate 0.000012, wchange 0.01076793, angledelta 121.7 deg
step 144 - lrate 0.000012, wchange 0.02260819, angledelta 115.6 deg
step 145 - lrate 0.000011, wchange 0.02604562, angledelta 143.7 deg
step 146 - lrate 0.000011, wchange 0.00953468, angledelta 92.6 deg
step 147 - lrate 0.000011, wchange 0.02364761, angledelta 122.8 deg
step 148 - lrate 0.000011, wchange 0.01845928, angledelta 141.6 deg
step 149 - lrate 0.000010, wchange 0.00841117, angledelta 108.3 deg
step 150 - lrate 0.000010, wchange 0.01078873, angledelta 115.5 deg
step 151 - lrate 0.000010, wchange 0.01100958, angledelta 122.1 deg
step 152 - lrate 0.000010, wchange 0.01394993, angledelta 118.2 deg
step 153 - lrate 0.000010, wchange 0.01590235, angledelta 136.1 deg
step 154 - lrate 0.000009, wchange 0.00961129, angledelta 118.4 deg
step 155 - lrate 0.000009, wchange 0.00957608, angledelta 118.5 deg
step 156 - lrate 0.000009, wchange 0.00834674, angledelta 120.8 deg
step 157 - lrate 0.000009, wchange 0.01163198, angledelta 116.8 deg
step 158 - lrate 0.000009, wchange 0.01094870, angledelta 130.4 deg
step 159 - lrate 0.000009, wchange 0.00730831, angledelta 116.7 deg
step 160 - lrate 0.000008, wchange 0.00722171, angledelta 112.8 deg
step 161 - lrate 0.000008, wchange 0.00798965, angledelta 104.1 deg
step 162 - lrate 0.000008, wchange 0.00759877, angledelta 126.2 deg
step 163 - lrate 0.000008, wchange 0.00689888, angledelta 112.8 deg
step 164 - lrate 0.000008, wchange 0.00903740, angledelta 121.0 deg
step 165 - lrate 0.000008, wchange 0.01071263, angledelta 129.6 deg
step 166 - lrate 0.000007, wchange 0.00677070, angledelta 125.2 deg
step 167 - lrate 0.000007, wchange 0.00505945, angledelta 113.7 deg
step 168 - lrate 0.000007, wchange 0.01079053, angledelta 113.5 deg
step 169 - lrate 0.000007, wchange 0.00926100, angledelta 125.9 deg
step 170 - lrate 0.000007, wchange 0.00721955, angledelta 127.7 deg
step 171 - lrate 0.000007, wchange 0.00558061, angledelta 122.3 deg
step 172 - lrate 0.000007, wchange 0.00599824, angledelta 117.5 deg
step 173 - lrate 0.000006, wchange 0.00550748, angledelta 109.6 deg
step 174 - lrate 0.000006, wchange 0.00723012, angledelta 118.5 deg
step 175 - lrate 0.000006, wchange 0.00609263, angledelta 116.2 deg
step 176 - lrate 0.000006, wchange 0.00546530, angledelta 126.7 deg
step 177 - lrate 0.000006, wchange 0.00749621, angledelta 110.3 deg
step 178 - lrate 0.000006, wchange 0.00661838, angledelta 131.3 deg
step 179 - lrate 0.000006, wchange 0.00763532, angledelta 119.1 deg
step 180 - lrate 0.000006, wchange 0.00627747, angledelta 125.3 deg
step 181 - lrate 0.000005, wchange 0.00465849, angledelta 125.9 deg
step 182 - lrate 0.000005, wchange 0.00485718, angledelta 121.8 deg
step 183 - lrate 0.000005, wchange 0.00537166, angledelta 126.0 deg
step 184 - lrate 0.000005, wchange 0.00879821, angledelta 130.9 deg
step 185 - lrate 0.000005, wchange 0.00486521, angledelta 126.1 deg
step 186 - lrate 0.000005, wchange 0.00571432, angledelta 111.9 deg
step 187 - lrate 0.000005, wchange 0.00457707, angledelta 124.6 deg
step 188 - lrate 0.000005, wchange 0.00492566, angledelta 107.6 deg
step 189 - lrate 0.000005, wchange 0.00449127, angledelta 118.2 deg
step 190 - lrate 0.000005, wchange 0.00363933, angledelta 113.6 deg
step 191 - lrate 0.000004, wchange 0.00519693, angledelta 121.7 deg
step 192 - lrate 0.000004, wchange 0.00516512, angledelta 115.8 deg
step 193 - lrate 0.000004, wchange 0.00527316, angledelta 129.4 deg
step 194 - lrate 0.000004, wchange 0.00499787, angledelta 134.1 deg
step 195 - lrate 0.000004, wchange 0.00354819, angledelta 123.2 deg
step 196 - lrate 0.000004, wchange 0.00309700, angledelta 111.7 deg
step 197 - lrate 0.000004, wchange 0.00492296, angledelta 120.1 deg
step 198 - lrate 0.000004, wchange 0.00314056, angledelta 127.7 deg
step 199 - lrate 0.000004, wchange 0.00325967, angledelta 112.6 deg
step 200 - lrate 0.000004, wchange 0.00291481, angledelta 118.2 deg
step 201 - lrate 0.000004, wchange 0.00307001, angledelta 112.5 deg
step 202 - lrate 0.000004, wchange 0.00315387, angledelta 123.7 deg
step 203 - lrate 0.000004, wchange 0.00266592, angledelta 122.5 deg
step 204 - lrate 0.000003, wchange 0.00226116, angledelta 118.2 deg
step 205 - lrate 0.000003, wchange 0.00247022, angledelta 119.6 deg
step 206 - lrate 0.000003, wchange 0.00235430, angledelta 119.4 deg
step 207 - lrate 0.000003, wchange 0.00240189, angledelta 119.4 deg
step 208 - lrate 0.000003, wchange 0.00258047, angledelta 121.6 deg
step 209 - lrate 0.000003, wchange 0.00230839, angledelta 123.8 deg
step 210 - lrate 0.000003, wchange 0.00258636, angledelta 121.9 deg
step 211 - lrate 0.000003, wchange 0.00206024, angledelta 124.7 deg
step 212 - lrate 0.000003, wchange 0.00206959, angledelta 126.2 deg
step 213 - lrate 0.000003, wchange 0.00208592, angledelta 116.1 deg
step 214 - lrate 0.000003, wchange 0.00165250, angledelta 119.9 deg
step 215 - lrate 0.000003, wchange 0.00167143, angledelta 120.4 deg
step 216 - lrate 0.000003, wchange 0.00190829, angledelta 121.5 deg
step 217 - lrate 0.000003, wchange 0.00174686, angledelta 121.6 deg
step 218 - lrate 0.000003, wchange 0.00244357, angledelta 117.7 deg
step 219 - lrate 0.000003, wchange 0.00172502, angledelta 119.2 deg
step 220 - lrate 0.000002, wchange 0.00200290, angledelta 116.9 deg
step 221 - lrate 0.000002, wchange 0.00165077, angledelta 123.3 deg
step 222 - lrate 0.000002, wchange 0.00172221, angledelta 111.9 deg
step 223 - lrate 0.000002, wchange 0.00162324, angledelta 121.2 deg
step 224 - lrate 0.000002, wchange 0.00166793, angledelta 112.5 deg
step 225 - lrate 0.000002, wchange 0.00187985, angledelta 124.6 deg
step 226 - lrate 0.000002, wchange 0.00162915, angledelta 123.0 deg
step 227 - lrate 0.000002, wchange 0.00150046, angledelta 126.1 deg
step 228 - lrate 0.000002, wchange 0.00139994, angledelta 120.2 deg
step 229 - lrate 0.000002, wchange 0.00121211, angledelta 123.2 deg
step 230 - lrate 0.000002, wchange 0.00113053, angledelta 124.1 deg
step 231 - lrate 0.000002, wchange 0.00102054, angledelta 118.1 deg
step 232 - lrate 0.000002, wchange 0.00119648, angledelta 121.7 deg
step 233 - lrate 0.000002, wchange 0.00152744, angledelta 124.3 deg
step 234 - lrate 0.000002, wchange 0.00143220, angledelta 124.2 deg
step 235 - lrate 0.000002, wchange 0.00186533, angledelta 114.1 deg
step 236 - lrate 0.000002, wchange 0.00161526, angledelta 124.1 deg
step 237 - lrate 0.000002, wchange 0.00116456, angledelta 119.2 deg
step 238 - lrate 0.000002, wchange 0.00085946, angledelta 122.9 deg
step 239 - lrate 0.000002, wchange 0.00096462, angledelta 112.7 deg
step 240 - lrate 0.000002, wchange 0.00088298, angledelta 123.2 deg
step 241 - lrate 0.000002, wchange 0.00082623, angledelta 115.9 deg
step 242 - lrate 0.000002, wchange 0.00079753, angledelta 120.4 deg
step 243 - lrate 0.000002, wchange 0.00071867, angledelta 115.2 deg
step 244 - lrate 0.000002, wchange 0.00070461, angledelta 123.4 deg
step 245 - lrate 0.000002, wchange 0.00065220, angledelta 111.6 deg
step 246 - lrate 0.000001, wchange 0.00056347, angledelta 113.3 deg
step 247 - lrate 0.000001, wchange 0.00066661, angledelta 118.3 deg
step 248 - lrate 0.000001, wchange 0.00064623, angledelta 117.4 deg
step 249 - lrate 0.000001, wchange 0.00071089, angledelta 102.8 deg
step 250 - lrate 0.000001, wchange 0.00064320, angledelta 119.2 deg
step 251 - lrate 0.000001, wchange 0.00054692, angledelta 119.9 deg
step 252 - lrate 0.000001, wchange 0.00061965, angledelta 115.0 deg
step 253 - lrate 0.000001, wchange 0.00056609, angledelta 124.3 deg
step 254 - lrate 0.000001, wchange 0.00053159, angledelta 110.5 deg
step 255 - lrate 0.000001, wchange 0.00047203, angledelta 121.3 deg
step 256 - lrate 0.000001, wchange 0.00032659, angledelta 107.8 deg
step 257 - lrate 0.000001, wchange 0.00057344, angledelta 113.9 deg
step 258 - lrate 0.000001, wchange 0.00067042, angledelta 125.2 deg
step 259 - lrate 0.000001, wchange 0.00040685, angledelta 114.3 deg
step 260 - lrate 0.000001, wchange 0.00043444, angledelta 121.2 deg
step 261 - lrate 0.000001, wchange 0.00041692, angledelta 121.0 deg
step 262 - lrate 0.000001, wchange 0.00023828, angledelta 109.6 deg
step 263 - lrate 0.000001, wchange 0.00036460, angledelta 116.7 deg
step 264 - lrate 0.000001, wchange 0.00040817, angledelta 118.8 deg
step 265 - lrate 0.000001, wchange 0.00025278, angledelta 109.6 deg
step 266 - lrate 0.000001, wchange 0.00029368, angledelta 121.8 deg
step 267 - lrate 0.000001, wchange 0.00027197, angledelta 120.2 deg
step 268 - lrate 0.000001, wchange 0.00030170, angledelta 108.2 deg
step 269 - lrate 0.000001, wchange 0.00032169, angledelta 122.0 deg
step 270 - lrate 0.000001, wchange 0.00021069, angledelta 109.7 deg
step 271 - lrate 0.000001, wchange 0.00025838, angledelta 111.4 deg
step 272 - lrate 0.000001, wchange 0.00034285, angledelta 121.4 deg
step 273 - lrate 0.000001, wchange 0.00024250, angledelta 126.3 deg
step 274 - lrate 0.000001, wchange 0.00019953, angledelta 114.6 deg
step 275 - lrate 0.000001, wchange 0.00017882, angledelta 117.9 deg
step 276 - lrate 0.000001, wchange 0.00016405, angledelta 114.4 deg
step 277 - lrate 0.000001, wchange 0.00018599, angledelta 115.9 deg
step 278 - lrate 0.000001, wchange 0.00018659, angledelta 117.5 deg
step 279 - lrate 0.000001, wchange 0.00017175, angledelta 110.7 deg
step 280 - lrate 0.000001, wchange 0.00023748, angledelta 117.3 deg
step 281 - lrate 0.000001, wchange 0.00019900, angledelta 115.0 deg
step 282 - lrate 0.000001, wchange 0.00013375, angledelta 123.6 deg
step 283 - lrate 0.000001, wchange 0.00017846, angledelta 97.1 deg
step 284 - lrate 0.000001, wchange 0.00011625, angledelta 112.9 deg
step 285 - lrate 0.000001, wchange 0.00011963, angledelta 117.0 deg
step 286 - lrate 0.000001, wchange 0.00010143, angledelta 111.6 deg
step 287 - lrate 0.000001, wchange 0.00009472, angledelta 117.0 deg
step 288 - lrate 0.000001, wchange 0.00009332, angledelta 117.8 deg
step 289 - lrate 0.000001, wchange 0.00008308, angledelta 113.6 deg
step 290 - lrate 0.000001, wchange 0.00009244, angledelta 113.2 deg
step 291 - lrate 0.000001, wchange 0.00007227, angledelta 118.3 deg
step 292 - lrate 0.000001, wchange 0.00007281, angledelta 106.3 deg
step 293 - lrate 0.000001, wchange 0.00006282, angledelta 112.4 deg
step 294 - lrate 0.000001, wchange 0.00005292, angledelta 104.7 deg
step 295 - lrate 0.000001, wchange 0.00005260, angledelta 112.5 deg
step 296 - lrate 0.000001, wchange 0.00005208, angledelta 115.1 deg
step 297 - lrate 0.000001, wchange 0.00005277, angledelta 114.9 deg
step 298 - lrate 0.000001, wchange 0.00004892, angledelta 114.9 deg
step 299 - lrate 0.000001, wchange 0.00004626, angledelta 117.4 deg
step 300 - lrate 0.000000, wchange 0.00004364, angledelta 108.6 deg
step 301 - lrate 0.000000, wchange 0.00004022, angledelta 111.4 deg
step 302 - lrate 0.000000, wchange 0.00006012, angledelta 100.7 deg
step 303 - lrate 0.000000, wchange 0.00003162, angledelta 106.7 deg
step 304 - lrate 0.000000, wchange 0.00002867, angledelta 107.2 deg
step 305 - lrate 0.000000, wchange 0.00003019, angledelta 111.9 deg
step 306 - lrate 0.000000, wchange 0.00002802, angledelta 101.5 deg
step 307 - lrate 0.000000, wchange 0.00002784, angledelta 111.7 deg
step 308 - lrate 0.000000, wchange 0.00002559, angledelta 107.9 deg
step 309 - lrate 0.000000, wchange 0.00003019, angledelta 113.9 deg
step 310 - lrate 0.000000, wchange 0.00002064, angledelta 101.9 deg
step 311 - lrate 0.000000, wchange 0.00001927, angledelta 109.2 deg
step 312 - lrate 0.000000, wchange 0.00001770, angledelta 103.5 deg
step 313 - lrate 0.000000, wchange 0.00001527, angledelta 106.8 deg
step 314 - lrate 0.000000, wchange 0.00002108, angledelta 107.9 deg
step 315 - lrate 0.000000, wchange 0.00001569, angledelta 101.4 deg
step 316 - lrate 0.000000, wchange 0.00001687, angledelta 106.6 deg
step 317 - lrate 0.000000, wchange 0.00001695, angledelta 98.6 deg
step 318 - lrate 0.000000, wchange 0.00001290, angledelta 105.6 deg
step 319 - lrate 0.000000, wchange 0.00001306, angledelta 96.5 deg
step 320 - lrate 0.000000, wchange 0.00000885, angledelta 100.8 deg
step 321 - lrate 0.000000, wchange 0.00000925, angledelta 109.2 deg
step 322 - lrate 0.000000, wchange 0.00000907, angledelta 104.5 deg
step 323 - lrate 0.000000, wchange 0.00000901, angledelta 106.3 deg
step 324 - lrate 0.000000, wchange 0.00000661, angledelta 97.7 deg
step 325 - lrate 0.000000, wchange 0.00000683, angledelta 107.6 deg
step 326 - lrate 0.000000, wchange 0.00000663, angledelta 109.4 deg
step 327 - lrate 0.000000, wchange 0.00000764, angledelta 94.5 deg
step 328 - lrate 0.000000, wchange 0.00000819, angledelta 117.9 deg
step 329 - lrate 0.000000, wchange 0.00000685, angledelta 109.3 deg
step 330 - lrate 0.000000, wchange 0.00000655, angledelta 109.4 deg
step 331 - lrate 0.000000, wchange 0.00000571, angledelta 114.0 deg
step 332 - lrate 0.000000, wchange 0.00000423, angledelta 111.5 deg
step 333 - lrate 0.000000, wchange 0.00000377, angledelta 103.0 deg
step 334 - lrate 0.000000, wchange 0.00000384, angledelta 106.0 deg
step 335 - lrate 0.000000, wchange 0.00000334, angledelta 103.2 deg
step 336 - lrate 0.000000, wchange 0.00000321, angledelta 108.0 deg
step 337 - lrate 0.000000, wchange 0.00000326, angledelta 102.6 deg
step 338 - lrate 0.000000, wchange 0.00000370, angledelta 92.4 deg
step 339 - lrate 0.000000, wchange 0.00000266, angledelta 105.2 deg
step 340 - lrate 0.000000, wchange 0.00000290, angledelta 108.2 deg
step 341 - lrate 0.000000, wchange 0.00000260, angledelta 96.4 deg
step 342 - lrate 0.000000, wchange 0.00000194, angledelta 105.1 deg
step 343 - lrate 0.000000, wchange 0.00000210, angledelta 100.8 deg
step 344 - lrate 0.000000, wchange 0.00000201, angledelta 112.3 deg
step 345 - lrate 0.000000, wchange 0.00000176, angledelta 106.2 deg
step 346 - lrate 0.000000, wchange 0.00000176, angledelta 105.6 deg
step 347 - lrate 0.000000, wchange 0.00000172, angledelta 107.1 deg
step 348 - lrate 0.000000, wchange 0.00000156, angledelta 96.6 deg
step 349 - lrate 0.000000, wchange 0.00000131, angledelta 97.6 deg
step 350 - lrate 0.000000, wchange 0.00000112, angledelta 99.9 deg
step 351 - lrate 0.000000, wchange 0.00000116, angledelta 101.0 deg
step 352 - lrate 0.000000, wchange 0.00000094, angledelta 98.1 deg
step 353 - lrate 0.000000, wchange 0.00000103, angledelta 97.6 deg
step 354 - lrate 0.000000, wchange 0.00000077, angledelta 97.6 deg
step 355 - lrate 0.000000, wchange 0.00000082, angledelta 90.7 deg
step 356 - lrate 0.000000, wchange 0.00000108, angledelta 87.0 deg
step 357 - lrate 0.000000, wchange 0.00000090, angledelta 109.9 deg
step 358 - lrate 0.000000, wchange 0.00000064, angledelta 102.5 deg
step 359 - lrate 0.000000, wchange 0.00000079, angledelta 93.2 deg
step 360 - lrate 0.000000, wchange 0.00000052, angledelta 101.1 deg
step 361 - lrate 0.000000, wchange 0.00000045, angledelta 99.0 deg
step 362 - lrate 0.000000, wchange 0.00000053, angledelta 98.1 deg
step 363 - lrate 0.000000, wchange 0.00000042, angledelta 100.8 deg
step 364 - lrate 0.000000, wchange 0.00000052, angledelta 101.4 deg
step 365 - lrate 0.000000, wchange 0.00000043, angledelta 91.4 deg
step 366 - lrate 0.000000, wchange 0.00000046, angledelta 100.6 deg
step 367 - lrate 0.000000, wchange 0.00000040, angledelta 79.5 deg
step 368 - lrate 0.000000, wchange 0.00000031, angledelta 95.3 deg
step 369 - lrate 0.000000, wchange 0.00000029, angledelta 85.7 deg
step 370 - lrate 0.000000, wchange 0.00000029, angledelta 109.3 deg
step 371 - lrate 0.000000, wchange 0.00000026, angledelta 92.7 deg
step 372 - lrate 0.000000, wchange 0.00000029, angledelta 90.1 deg
step 373 - lrate 0.000000, wchange 0.00000026, angledelta 96.7 deg
step 374 - lrate 0.000000, wchange 0.00000021, angledelta 87.6 deg
step 375 - lrate 0.000000, wchange 0.00000020, angledelta 108.3 deg
step 376 - lrate 0.000000, wchange 0.00000021, angledelta 96.2 deg
step 377 - lrate 0.000000, wchange 0.00000017, angledelta 94.5 deg
step 378 - lrate 0.000000, wchange 0.00000013, angledelta 95.9 deg
step 379 - lrate 0.000000, wchange 0.00000014, angledelta 102.4 deg
step 380 - lrate 0.000000, wchange 0.00000012, angledelta 91.7 deg
step 381 - lrate 0.000000, wchange 0.00000011, angledelta 95.1 deg
step 382 - lrate 0.000000, wchange 0.00000012, angledelta 91.3 deg
step 383 - lrate 0.000000, wchange 0.00000011, angledelta 102.3 deg
step 384 - lrate 0.000000, wchange 0.00000009, angledelta 86.4 deg
Sorting components in descending order of mean projected variance ...