eegmp_preproc/data/outputs/history/log_sub-004_ica1_06-Jan-2022.txt

Input data size [71,887500] = 71 channels, 887500 frames
Finding 71 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 176 frames per ICA weight ((5041)^2 = 887500 weights, Initial learning rate will be 0.001, block size 69.
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: -43.3472 to 48.8827
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.
step 1 - lrate 0.000478, wchange 49.44422944, angledelta  0.0 deg
step 2 - lrate 0.000478, wchange 6.80480593, angledelta  0.0 deg
step 3 - lrate 0.000478, wchange 5.90186791, angledelta 91.3 deg
step 4 - lrate 0.000469, wchange 6.20399403, angledelta 116.1 deg
step 5 - lrate 0.000459, wchange 6.30865434, angledelta 117.6 deg
step 6 - lrate 0.000450, wchange 7.00926198, angledelta 119.0 deg
step 7 - lrate 0.000441, wchange 5.95924247, angledelta 117.3 deg
step 8 - lrate 0.000432, wchange 6.41108830, angledelta 121.8 deg
step 9 - lrate 0.000424, wchange 5.70871645, angledelta 117.1 deg
Lowering learning rate to 0.0003737 and starting again.
step 1 - lrate 0.000374, wchange 44.73429723, angledelta  0.0 deg
step 2 - lrate 0.000374, wchange 5.01185279, angledelta  0.0 deg
step 3 - lrate 0.000374, wchange 5.65624285, angledelta 90.1 deg
step 4 - lrate 0.000366, wchange 4.84952861, angledelta 109.9 deg
step 5 - lrate 0.000359, wchange 5.89729117, angledelta 122.2 deg
step 6 - lrate 0.000352, wchange 5.13263393, angledelta 118.8 deg
step 7 - lrate 0.000345, wchange 4.96456643, angledelta 111.1 deg
step 8 - lrate 0.000338, wchange 4.51366403, angledelta 113.1 deg
step 9 - lrate 0.000331, wchange 4.77326783, angledelta 113.6 deg
step 10 - lrate 0.000324, wchange 4.78827972, angledelta 113.6 deg
step 11 - lrate 0.000318, wchange 5.06641761, angledelta 116.1 deg
step 12 - lrate 0.000312, wchange 5.14659934, angledelta 118.4 deg
step 13 - lrate 0.000305, wchange 5.15898825, angledelta 115.1 deg
step 14 - lrate 0.000299, wchange 4.99645226, angledelta 120.1 deg
step 15 - lrate 0.000293, wchange 5.07368876, angledelta 116.2 deg
step 16 - lrate 0.000287, wchange 3.01351699, angledelta 117.8 deg
step 17 - lrate 0.000282, wchange 3.59319612, angledelta 107.5 deg
step 18 - lrate 0.000276, wchange 3.56207761, angledelta 116.6 deg
step 19 - lrate 0.000270, wchange 4.14632044, angledelta 112.6 deg
step 20 - lrate 0.000265, wchange 4.32878467, angledelta 119.4 deg
step 21 - lrate 0.000260, wchange 4.43870881, angledelta 124.0 deg
step 22 - lrate 0.000255, wchange 4.51447863, angledelta 123.8 deg
step 23 - lrate 0.000249, wchange 4.04054070, angledelta 122.1 deg
step 24 - lrate 0.000244, wchange 3.53539147, angledelta 121.6 deg
step 25 - lrate 0.000240, wchange 2.99195470, angledelta 110.5 deg
step 26 - lrate 0.000235, wchange 3.28196716, angledelta 113.1 deg
step 27 - lrate 0.000230, wchange 2.96989393, angledelta 115.6 deg
step 28 - lrate 0.000226, wchange 4.62926746, angledelta 110.6 deg
step 29 - lrate 0.000221, wchange 3.76642950, angledelta 127.5 deg
step 30 - lrate 0.000217, wchange 2.64673260, angledelta 108.5 deg
step 31 - lrate 0.000212, wchange 3.10743473, angledelta 114.6 deg
step 32 - lrate 0.000208, wchange 2.77965571, angledelta 113.6 deg
step 33 - lrate 0.000204, wchange 2.34873264, angledelta 117.1 deg
step 34 - lrate 0.000200, wchange 2.49980827, angledelta 108.1 deg
step 35 - lrate 0.000196, wchange 2.52767283, angledelta 116.2 deg
step 36 - lrate 0.000192, wchange 2.98730956, angledelta 120.3 deg
step 37 - lrate 0.000188, wchange 2.43107731, angledelta 115.9 deg
step 38 - lrate 0.000184, wchange 2.22118159, angledelta 110.6 deg
step 39 - lrate 0.000181, wchange 2.47558014, angledelta 113.6 deg
step 40 - lrate 0.000177, wchange 2.15596608, angledelta 110.6 deg
step 41 - lrate 0.000173, wchange 2.32483950, angledelta 111.1 deg
step 42 - lrate 0.000170, wchange 1.96050433, angledelta 105.4 deg
step 43 - lrate 0.000167, wchange 1.85419407, angledelta 113.1 deg
step 44 - lrate 0.000163, wchange 2.61725583, angledelta 116.6 deg
step 45 - lrate 0.000160, wchange 2.34892213, angledelta 125.6 deg
step 46 - lrate 0.000157, wchange 1.93699209, angledelta 118.1 deg
step 47 - lrate 0.000154, wchange 1.74671656, angledelta 98.5 deg
step 48 - lrate 0.000151, wchange 1.92735886, angledelta 107.3 deg
step 49 - lrate 0.000148, wchange 1.70870073, angledelta 114.5 deg
step 50 - lrate 0.000145, wchange 1.35991726, angledelta 102.0 deg
step 51 - lrate 0.000142, wchange 1.85320826, angledelta 113.3 deg
step 52 - lrate 0.000139, wchange 1.94136805, angledelta 117.9 deg
step 53 - lrate 0.000136, wchange 2.05868012, angledelta 118.7 deg
step 54 - lrate 0.000133, wchange 1.47960390, angledelta 105.5 deg
step 55 - lrate 0.000131, wchange 1.86686475, angledelta 112.5 deg
step 56 - lrate 0.000128, wchange 1.67774143, angledelta 112.7 deg
step 57 - lrate 0.000126, wchange 1.27877193, angledelta 117.1 deg
step 58 - lrate 0.000123, wchange 1.82380497, angledelta 114.6 deg
step 59 - lrate 0.000121, wchange 1.26195919, angledelta 111.6 deg
step 60 - lrate 0.000118, wchange 1.43662041, angledelta 109.0 deg
step 61 - lrate 0.000116, wchange 1.40121067, angledelta 99.9 deg
step 62 - lrate 0.000113, wchange 1.51131058, angledelta 115.2 deg
step 63 - lrate 0.000111, wchange 1.14139199, angledelta 128.5 deg
step 64 - lrate 0.000109, wchange 1.07957528, angledelta 108.5 deg
step 65 - lrate 0.000107, wchange 0.89235447, angledelta 105.9 deg
step 66 - lrate 0.000105, wchange 0.76154198, angledelta 104.6 deg
step 67 - lrate 0.000103, wchange 0.76867713, angledelta 116.1 deg
step 68 - lrate 0.000101, wchange 1.06716033, angledelta 108.8 deg
step 69 - lrate 0.000099, wchange 1.34987959, angledelta 113.1 deg
step 70 - lrate 0.000097, wchange 1.14383525, angledelta 132.2 deg
step 71 - lrate 0.000095, wchange 1.03118423, angledelta 112.0 deg
step 72 - lrate 0.000093, wchange 0.82436991, angledelta 128.6 deg
step 73 - lrate 0.000091, wchange 0.72864073, angledelta 123.5 deg
step 74 - lrate 0.000089, wchange 0.79709146, angledelta 149.7 deg
step 75 - lrate 0.000087, wchange 0.70772018, angledelta 125.4 deg
step 76 - lrate 0.000086, wchange 0.72162656, angledelta 156.0 deg
step 77 - lrate 0.000084, wchange 0.74708591, angledelta 112.5 deg
step 78 - lrate 0.000082, wchange 0.09436157, angledelta 99.3 deg
step 79 - lrate 0.000080, wchange 0.08828930, angledelta 118.9 deg
step 80 - lrate 0.000079, wchange 0.69632618, angledelta 109.9 deg
step 81 - lrate 0.000077, wchange 0.84453608, angledelta 115.6 deg
step 82 - lrate 0.000076, wchange 0.75272686, angledelta 122.4 deg
step 83 - lrate 0.000074, wchange 0.72231874, angledelta 149.5 deg
step 84 - lrate 0.000073, wchange 0.33143303, angledelta 98.6 deg
step 85 - lrate 0.000071, wchange 0.88355172, angledelta 108.0 deg
step 86 - lrate 0.000070, wchange 0.72650306, angledelta 151.0 deg
step 87 - lrate 0.000068, wchange 0.07160256, angledelta 97.0 deg
step 88 - lrate 0.000067, wchange 0.08652319, angledelta 114.4 deg
step 89 - lrate 0.000066, wchange 0.05614799, angledelta 119.7 deg
step 90 - lrate 0.000064, wchange 0.05310164, angledelta 108.2 deg
step 91 - lrate 0.000063, wchange 0.06362933, angledelta 121.4 deg
step 92 - lrate 0.000062, wchange 0.05119093, angledelta 119.2 deg
step 93 - lrate 0.000061, wchange 0.04101110, angledelta 117.5 deg
step 94 - lrate 0.000059, wchange 0.20493229, angledelta 102.2 deg
step 95 - lrate 0.000058, wchange 0.29505073, angledelta 137.1 deg
step 96 - lrate 0.000057, wchange 0.12756325, angledelta 125.2 deg
step 97 - lrate 0.000056, wchange 0.03952266, angledelta 99.7 deg
step 98 - lrate 0.000055, wchange 0.04453657, angledelta 119.6 deg
step 99 - lrate 0.000054, wchange 0.05634837, angledelta 114.6 deg
step 100 - lrate 0.000053, wchange 0.08781660, angledelta 121.6 deg
step 101 - lrate 0.000052, wchange 0.08369017, angledelta 106.4 deg
step 102 - lrate 0.000051, wchange 0.12145643, angledelta 135.4 deg
step 103 - lrate 0.000050, wchange 0.04181283, angledelta 99.5 deg
step 104 - lrate 0.000049, wchange 0.03111119, angledelta 112.2 deg
step 105 - lrate 0.000048, wchange 0.04745466, angledelta 116.7 deg
step 106 - lrate 0.000047, wchange 0.04183179, angledelta 119.6 deg
step 107 - lrate 0.000046, wchange 0.03092726, angledelta 113.1 deg
step 108 - lrate 0.000045, wchange 0.03379603, angledelta 111.9 deg
step 109 - lrate 0.000044, wchange 0.03849640, angledelta 127.5 deg
step 110 - lrate 0.000043, wchange 0.12812700, angledelta 101.3 deg
step 111 - lrate 0.000042, wchange 0.13131976, angledelta 147.7 deg
step 112 - lrate 0.000041, wchange 0.03884101, angledelta 108.3 deg
step 113 - lrate 0.000040, wchange 0.02469928, angledelta 121.3 deg
step 114 - lrate 0.000040, wchange 0.13762109, angledelta 98.8 deg
step 115 - lrate 0.000039, wchange 0.13274165, angledelta 153.5 deg
step 116 - lrate 0.000038, wchange 0.02518119, angledelta 100.7 deg
step 117 - lrate 0.000037, wchange 0.02943886, angledelta 113.9 deg
step 118 - lrate 0.000037, wchange 0.03533409, angledelta 124.9 deg
step 119 - lrate 0.000036, wchange 0.12283369, angledelta 104.9 deg
step 120 - lrate 0.000035, wchange 0.21927304, angledelta 131.3 deg
step 121 - lrate 0.000034, wchange 0.22519799, angledelta 120.5 deg
step 122 - lrate 0.000034, wchange 0.12894209, angledelta 131.8 deg
step 123 - lrate 0.000033, wchange 0.02996645, angledelta 110.3 deg
step 124 - lrate 0.000032, wchange 0.02245827, angledelta 120.9 deg
step 125 - lrate 0.000032, wchange 0.02176956, angledelta 114.2 deg
step 126 - lrate 0.000031, wchange 0.02615945, angledelta 115.9 deg
step 127 - lrate 0.000031, wchange 0.02317242, angledelta 127.9 deg
step 128 - lrate 0.000030, wchange 0.02620895, angledelta 114.6 deg
step 129 - lrate 0.000029, wchange 0.07118241, angledelta 110.7 deg
step 130 - lrate 0.000029, wchange 0.06258715, angledelta 143.8 deg
step 131 - lrate 0.000028, wchange 0.01818499, angledelta 104.2 deg
step 132 - lrate 0.000028, wchange 0.01681298, angledelta 115.3 deg
step 133 - lrate 0.000027, wchange 0.02527695, angledelta 113.9 deg
step 134 - lrate 0.000026, wchange 0.02567365, angledelta 126.6 deg
step 135 - lrate 0.000026, wchange 0.02284443, angledelta 121.0 deg
step 136 - lrate 0.000025, wchange 0.01908049, angledelta 117.8 deg
step 137 - lrate 0.000025, wchange 0.01833939, angledelta 118.8 deg
step 138 - lrate 0.000024, wchange 0.01422399, angledelta 125.2 deg
step 139 - lrate 0.000024, wchange 0.01420349, angledelta 113.2 deg
step 140 - lrate 0.000023, wchange 0.05981434, angledelta 108.3 deg
step 141 - lrate 0.000023, wchange 0.06359837, angledelta 146.1 deg
step 142 - lrate 0.000023, wchange 0.02205347, angledelta 109.5 deg
step 143 - lrate 0.000022, wchange 0.01474694, angledelta 124.1 deg
step 144 - lrate 0.000022, wchange 0.01963415, angledelta 123.3 deg
step 145 - lrate 0.000021, wchange 0.01474736, angledelta 127.5 deg
step 146 - lrate 0.000021, wchange 0.01590789, angledelta 120.2 deg
step 147 - lrate 0.000020, wchange 0.01281818, angledelta 122.4 deg
step 148 - lrate 0.000020, wchange 0.01237690, angledelta 122.7 deg
step 149 - lrate 0.000020, wchange 0.01031642, angledelta 120.2 deg
step 150 - lrate 0.000019, wchange 0.01439288, angledelta 111.7 deg
step 151 - lrate 0.000019, wchange 0.01602348, angledelta 120.3 deg
step 152 - lrate 0.000018, wchange 0.01319692, angledelta 126.8 deg
step 153 - lrate 0.000018, wchange 0.10829208, angledelta 97.2 deg
step 154 - lrate 0.000018, wchange 0.11020720, angledelta 160.4 deg
step 155 - lrate 0.000017, wchange 0.11149196, angledelta 161.2 deg
step 156 - lrate 0.000017, wchange 0.01083525, angledelta 97.3 deg
step 157 - lrate 0.000017, wchange 0.21694219, angledelta 98.4 deg
step 158 - lrate 0.000016, wchange 0.03087919, angledelta 127.7 deg
step 159 - lrate 0.000016, wchange 0.04869057, angledelta 65.5 deg
step 160 - lrate 0.000016, wchange 0.00847116, angledelta 99.3 deg
step 161 - lrate 0.000015, wchange 0.10683779, angledelta 98.6 deg
step 162 - lrate 0.000015, wchange 0.10624210, angledelta 163.0 deg
step 163 - lrate 0.000015, wchange 0.00967779, angledelta 100.1 deg
step 164 - lrate 0.000014, wchange 0.00813007, angledelta 121.8 deg
step 165 - lrate 0.000014, wchange 0.00846534, angledelta 117.7 deg
step 166 - lrate 0.000014, wchange 0.00939935, angledelta 117.6 deg
step 167 - lrate 0.000014, wchange 0.00958395, angledelta 124.3 deg
step 168 - lrate 0.000013, wchange 0.00872192, angledelta 121.4 deg
step 169 - lrate 0.000013, wchange 0.00787118, angledelta 124.7 deg
step 170 - lrate 0.000013, wchange 0.00748889, angledelta 112.7 deg
step 171 - lrate 0.000013, wchange 0.00803936, angledelta 126.5 deg
step 172 - lrate 0.000012, wchange 0.01017043, angledelta 120.0 deg
step 173 - lrate 0.000012, wchange 0.00917495, angledelta 118.5 deg
step 174 - lrate 0.000012, wchange 0.00747033, angledelta 125.5 deg
step 175 - lrate 0.000012, wchange 0.00957601, angledelta 116.0 deg
step 176 - lrate 0.000011, wchange 0.00831539, angledelta 118.2 deg
step 177 - lrate 0.000011, wchange 0.00747860, angledelta 123.2 deg
step 178 - lrate 0.000011, wchange 0.00639572, angledelta 122.2 deg
step 179 - lrate 0.000011, wchange 0.00674735, angledelta 117.0 deg
step 180 - lrate 0.000010, wchange 0.00718696, angledelta 129.0 deg
step 181 - lrate 0.000010, wchange 0.00713726, angledelta 125.1 deg
step 182 - lrate 0.000010, wchange 0.00605413, angledelta 126.2 deg
step 183 - lrate 0.000010, wchange 0.10064155, angledelta 96.2 deg
step 184 - lrate 0.000010, wchange 0.00536174, angledelta 93.0 deg
step 185 - lrate 0.000009, wchange 0.10415805, angledelta 100.5 deg
step 186 - lrate 0.000009, wchange 0.00635233, angledelta 94.7 deg
step 187 - lrate 0.000009, wchange 0.00500573, angledelta 104.4 deg
step 188 - lrate 0.000009, wchange 0.00602272, angledelta 122.2 deg
step 189 - lrate 0.000009, wchange 0.10521228, angledelta 95.4 deg
step 190 - lrate 0.000009, wchange 0.10354218, angledelta 168.3 deg
step 191 - lrate 0.000008, wchange 0.00608912, angledelta 97.9 deg
step 192 - lrate 0.000008, wchange 0.00668983, angledelta 133.5 deg
step 193 - lrate 0.000008, wchange 0.00548324, angledelta 117.3 deg
step 194 - lrate 0.000008, wchange 0.00770040, angledelta 115.5 deg
step 195 - lrate 0.000008, wchange 0.00479446, angledelta 126.1 deg
step 196 - lrate 0.000008, wchange 0.00434467, angledelta 110.7 deg
step 197 - lrate 0.000007, wchange 0.08669955, angledelta 97.0 deg
step 198 - lrate 0.000007, wchange 0.00633728, angledelta 77.7 deg
step 199 - lrate 0.000007, wchange 0.10168165, angledelta 115.9 deg
step 200 - lrate 0.000007, wchange 0.00474857, angledelta 95.3 deg
step 201 - lrate 0.000007, wchange 0.00398199, angledelta 122.3 deg
step 202 - lrate 0.000007, wchange 0.00354802, angledelta 113.6 deg
step 203 - lrate 0.000007, wchange 0.00351339, angledelta 121.4 deg
step 204 - lrate 0.000006, wchange 0.00508004, angledelta 125.6 deg
step 205 - lrate 0.000006, wchange 0.00330538, angledelta 112.0 deg
step 206 - lrate 0.000006, wchange 0.00330469, angledelta 120.5 deg
step 207 - lrate 0.000006, wchange 0.00378273, angledelta 121.2 deg
step 208 - lrate 0.000006, wchange 0.00291737, angledelta 120.7 deg
step 209 - lrate 0.000006, wchange 0.00356842, angledelta 109.4 deg
step 210 - lrate 0.000006, wchange 0.00287807, angledelta 127.0 deg
step 211 - lrate 0.000006, wchange 0.00858690, angledelta 111.4 deg
step 212 - lrate 0.000005, wchange 0.00780685, angledelta 146.3 deg
step 213 - lrate 0.000005, wchange 0.09053848, angledelta 145.9 deg
step 214 - lrate 0.000005, wchange 0.09428424, angledelta 169.4 deg
step 215 - lrate 0.000005, wchange 0.00317648, angledelta 97.4 deg
step 216 - lrate 0.000005, wchange 0.00244230, angledelta 116.2 deg
step 217 - lrate 0.000005, wchange 0.00287288, angledelta 117.7 deg
step 218 - lrate 0.000005, wchange 0.00238480, angledelta 114.0 deg
step 219 - lrate 0.000005, wchange 0.00437838, angledelta 113.4 deg
step 220 - lrate 0.000005, wchange 0.00382326, angledelta 133.1 deg
step 221 - lrate 0.000005, wchange 0.00236181, angledelta 114.3 deg
step 222 - lrate 0.000004, wchange 0.00229501, angledelta 121.7 deg
step 223 - lrate 0.000004, wchange 0.00233356, angledelta 115.0 deg
step 224 - lrate 0.000004, wchange 0.09728535, angledelta 94.6 deg
step 225 - lrate 0.000004, wchange 0.09770189, angledelta 170.7 deg
step 226 - lrate 0.000004, wchange 0.00217654, angledelta 96.3 deg
step 227 - lrate 0.000004, wchange 0.00205884, angledelta 119.8 deg
step 228 - lrate 0.000004, wchange 0.00209170, angledelta 114.2 deg
step 229 - lrate 0.000004, wchange 0.00280265, angledelta 124.2 deg
step 230 - lrate 0.000004, wchange 0.06211954, angledelta 96.6 deg
step 231 - lrate 0.000004, wchange 0.05961794, angledelta 168.2 deg
step 232 - lrate 0.000004, wchange 0.00191099, angledelta 89.2 deg
step 233 - lrate 0.000004, wchange 0.00185043, angledelta 106.3 deg
step 234 - lrate 0.000004, wchange 0.05048726, angledelta 95.8 deg
step 235 - lrate 0.000003, wchange 0.04837400, angledelta 168.7 deg
step 236 - lrate 0.000003, wchange 0.00156368, angledelta 88.4 deg
step 237 - lrate 0.000003, wchange 0.02582130, angledelta 97.2 deg
step 238 - lrate 0.000003, wchange 0.02642807, angledelta 22.3 deg
step 239 - lrate 0.000003, wchange 0.09778459, angledelta 164.6 deg
step 240 - lrate 0.000003, wchange 0.00139246, angledelta 88.7 deg
step 241 - lrate 0.000003, wchange 0.00133866, angledelta 110.8 deg
step 242 - lrate 0.000003, wchange 0.00193156, angledelta 109.1 deg
step 243 - lrate 0.000003, wchange 0.10111662, angledelta 95.1 deg
step 244 - lrate 0.000003, wchange 0.00503224, angledelta 141.4 deg
step 245 - lrate 0.000003, wchange 0.14045600, angledelta 81.4 deg
step 246 - lrate 0.000003, wchange 0.06924044, angledelta 134.9 deg
step 247 - lrate 0.000003, wchange 0.00119276, angledelta 87.2 deg
step 248 - lrate 0.000003, wchange 0.03142079, angledelta 101.7 deg
step 249 - lrate 0.000003, wchange 0.02772617, angledelta 169.5 deg
step 250 - lrate 0.000003, wchange 0.00132254, angledelta 79.4 deg
step 251 - lrate 0.000003, wchange 0.00085488, angledelta 109.2 deg
step 252 - lrate 0.000002, wchange 0.06169456, angledelta 93.6 deg
step 253 - lrate 0.000002, wchange 0.07010707, angledelta 153.9 deg
step 254 - lrate 0.000002, wchange 0.01293133, angledelta 111.0 deg
step 255 - lrate 0.000002, wchange 0.00103849, angledelta 93.7 deg
step 256 - lrate 0.000002, wchange 0.00082966, angledelta 124.8 deg
step 257 - lrate 0.000002, wchange 0.00081852, angledelta 102.4 deg
step 258 - lrate 0.000002, wchange 0.00078177, angledelta 117.5 deg
step 259 - lrate 0.000002, wchange 0.00108931, angledelta 114.6 deg
step 260 - lrate 0.000002, wchange 0.00102055, angledelta 129.2 deg
step 261 - lrate 0.000002, wchange 0.00088835, angledelta 97.2 deg
step 262 - lrate 0.000002, wchange 0.01749710, angledelta 95.9 deg
step 263 - lrate 0.000002, wchange 0.08061996, angledelta 112.0 deg
step 264 - lrate 0.000002, wchange 0.06628068, angledelta 152.4 deg
step 265 - lrate 0.000002, wchange 0.04598258, angledelta 157.7 deg
step 266 - lrate 0.000002, wchange 0.04101344, angledelta 152.0 deg
step 267 - lrate 0.000002, wchange 0.01017673, angledelta 93.9 deg
step 268 - lrate 0.000002, wchange 0.05019141, angledelta 90.7 deg
step 269 - lrate 0.000002, wchange 0.07707054, angledelta 139.6 deg
step 270 - lrate 0.000002, wchange 0.03127616, angledelta 126.6 deg
step 271 - lrate 0.000002, wchange 0.00061619, angledelta 81.6 deg
step 272 - lrate 0.000002, wchange 0.00069525, angledelta 128.3 deg
step 273 - lrate 0.000002, wchange 0.03108279, angledelta 93.0 deg
step 274 - lrate 0.000002, wchange 0.02462491, angledelta 173.0 deg
step 275 - lrate 0.000002, wchange 0.00072389, angledelta 50.4 deg
step 276 - lrate 0.000002, wchange 0.03576537, angledelta 90.2 deg
step 277 - lrate 0.000002, wchange 0.03221436, angledelta 173.2 deg
step 278 - lrate 0.000002, wchange 0.00040581, angledelta 68.4 deg
step 279 - lrate 0.000001, wchange 0.00030709, angledelta 115.4 deg
step 280 - lrate 0.000001, wchange 0.00039436, angledelta 122.0 deg
step 281 - lrate 0.000001, wchange 0.00034011, angledelta 118.3 deg
step 282 - lrate 0.000001, wchange 0.00032353, angledelta 119.1 deg
step 283 - lrate 0.000001, wchange 0.00037839, angledelta 125.8 deg
step 284 - lrate 0.000001, wchange 0.00031867, angledelta 124.0 deg
step 285 - lrate 0.000001, wchange 0.00028695, angledelta 127.8 deg
step 286 - lrate 0.000001, wchange 0.03652042, angledelta 92.6 deg
step 287 - lrate 0.000001, wchange 0.03073361, angledelta 174.6 deg
step 288 - lrate 0.000001, wchange 0.00049900, angledelta 54.2 deg
step 289 - lrate 0.000001, wchange 0.05981668, angledelta 89.9 deg
step 290 - lrate 0.000001, wchange 0.03761938, angledelta 175.8 deg
step 291 - lrate 0.000001, wchange 0.00244126, angledelta 18.2 deg
step 292 - lrate 0.000001, wchange 0.00019355, angledelta 75.3 deg
step 293 - lrate 0.000001, wchange 0.00017925, angledelta 111.9 deg
step 294 - lrate 0.000001, wchange 0.04796305, angledelta 92.8 deg
step 295 - lrate 0.000001, wchange 0.02188506, angledelta 175.6 deg
step 296 - lrate 0.000001, wchange 0.00431991, angledelta 12.9 deg
step 297 - lrate 0.000001, wchange 0.05111095, angledelta 88.6 deg
step 298 - lrate 0.000001, wchange 0.02620546, angledelta 175.6 deg
step 299 - lrate 0.000001, wchange 0.00161174, angledelta 160.4 deg
step 300 - lrate 0.000001, wchange 0.00789045, angledelta 159.8 deg
step 301 - lrate 0.000001, wchange 0.01833529, angledelta 74.9 deg
step 302 - lrate 0.000001, wchange 0.01702701, angledelta 171.6 deg
step 303 - lrate 0.000001, wchange 0.00045892, angledelta 33.7 deg
step 304 - lrate 0.000001, wchange 0.00013282, angledelta 80.8 deg
step 305 - lrate 0.000001, wchange 0.00013427, angledelta 109.5 deg
step 306 - lrate 0.000001, wchange 0.00012578, angledelta 121.6 deg
step 307 - lrate 0.000001, wchange 0.00009967, angledelta 111.6 deg
step 308 - lrate 0.000001, wchange 0.00009512, angledelta 117.2 deg
step 309 - lrate 0.000001, wchange 0.00009395, angledelta 117.4 deg
step 310 - lrate 0.000001, wchange 0.04335346, angledelta 91.4 deg
step 311 - lrate 0.000001, wchange 0.01158512, angledelta 71.9 deg
step 312 - lrate 0.000001, wchange 0.00664959, angledelta 153.6 deg
step 313 - lrate 0.000001, wchange 0.00082057, angledelta 64.5 deg
step 314 - lrate 0.000001, wchange 0.02843623, angledelta 38.9 deg
step 315 - lrate 0.000001, wchange 0.01515497, angledelta 140.4 deg
step 316 - lrate 0.000001, wchange 0.00749932, angledelta 174.7 deg
step 317 - lrate 0.000001, wchange 0.00622777, angledelta  8.7 deg
step 318 - lrate 0.000001, wchange 0.00032859, angledelta 25.8 deg
step 319 - lrate 0.000001, wchange 0.00006082, angledelta 69.2 deg
step 320 - lrate 0.000001, wchange 0.06467747, angledelta 111.7 deg
step 321 - lrate 0.000001, wchange 0.00193148, angledelta  9.7 deg
step 322 - lrate 0.000001, wchange 0.00017303, angledelta 31.1 deg
step 323 - lrate 0.000001, wchange 0.02073997, angledelta 176.9 deg
step 324 - lrate 0.000001, wchange 0.01485844, angledelta  4.9 deg
step 325 - lrate 0.000001, wchange 0.00128927, angledelta 10.6 deg
step 326 - lrate 0.000001, wchange 0.03921212, angledelta 176.7 deg
step 327 - lrate 0.000001, wchange 0.01599538, angledelta 176.7 deg
step 328 - lrate 0.000001, wchange 0.02120149, angledelta 176.9 deg
step 329 - lrate 0.000001, wchange 0.02194082, angledelta 177.4 deg
step 330 - lrate 0.000001, wchange 0.00352190, angledelta  6.5 deg
step 331 - lrate 0.000001, wchange 0.00024564, angledelta 21.4 deg
step 332 - lrate 0.000001, wchange 0.00004178, angledelta 64.0 deg
step 333 - lrate 0.000001, wchange 0.00003686, angledelta 108.3 deg
step 334 - lrate 0.000001, wchange 0.00003636, angledelta 117.2 deg
step 335 - lrate 0.000001, wchange 0.00002655, angledelta 106.0 deg
step 336 - lrate 0.000001, wchange 0.02331731, angledelta 89.4 deg
step 337 - lrate 0.000001, wchange 0.01051284, angledelta 177.3 deg
step 338 - lrate 0.000001, wchange 0.00136734, angledelta  9.2 deg
step 339 - lrate 0.000001, wchange 0.02778992, angledelta 176.7 deg
step 340 - lrate 0.000001, wchange 0.01300660, angledelta 177.5 deg
step 341 - lrate 0.000001, wchange 0.00218566, angledelta  6.7 deg
step 342 - lrate 0.000001, wchange 0.00023224, angledelta 19.3 deg
step 343 - lrate 0.000001, wchange 0.00003682, angledelta 48.5 deg
step 344 - lrate 0.000001, wchange 0.04328446, angledelta 176.0 deg
step 345 - lrate 0.000001, wchange 0.00279350, angledelta 104.5 deg
step 346 - lrate 0.000001, wchange 0.01470027, angledelta 90.9 deg
step 347 - lrate 0.000001, wchange 0.00296209, angledelta  7.0 deg
step 348 - lrate 0.000001, wchange 0.00037530, angledelta 12.9 deg
step 349 - lrate 0.000001, wchange 0.00005191, angledelta 34.0 deg
step 350 - lrate 0.000001, wchange 0.00001751, angledelta 65.3 deg
step 351 - lrate 0.000001, wchange 0.00001656, angledelta 103.2 deg
step 352 - lrate 0.000001, wchange 0.00001334, angledelta 107.3 deg
step 353 - lrate 0.000000, wchange 0.00001833, angledelta 101.6 deg
step 354 - lrate 0.000000, wchange 0.00001472, angledelta 110.8 deg
step 355 - lrate 0.000000, wchange 0.00001077, angledelta 110.6 deg
step 356 - lrate 0.000000, wchange 0.00001132, angledelta 106.3 deg
step 357 - lrate 0.000000, wchange 0.00000907, angledelta 107.5 deg
step 358 - lrate 0.000000, wchange 0.00005465, angledelta 97.8 deg
step 359 - lrate 0.000000, wchange 0.01497595, angledelta 23.7 deg
step 360 - lrate 0.000000, wchange 0.00335039, angledelta 157.0 deg
step 361 - lrate 0.000000, wchange 0.00157381, angledelta  5.8 deg
step 362 - lrate 0.000000, wchange 0.00028550, angledelta 10.1 deg
step 363 - lrate 0.000000, wchange 0.00007084, angledelta 23.3 deg
step 364 - lrate 0.000000, wchange 0.00002315, angledelta 38.4 deg
step 365 - lrate 0.000000, wchange 0.00001174, angledelta 58.5 deg
step 366 - lrate 0.000000, wchange 0.00001249, angledelta 74.8 deg
step 367 - lrate 0.000000, wchange 0.00000748, angledelta 108.7 deg
step 368 - lrate 0.000000, wchange 0.00000785, angledelta 107.8 deg
step 369 - lrate 0.000000, wchange 0.00000747, angledelta 92.7 deg
step 370 - lrate 0.000000, wchange 0.00000731, angledelta 115.2 deg
step 371 - lrate 0.000000, wchange 0.00000557, angledelta 99.2 deg
step 372 - lrate 0.000000, wchange 0.00000563, angledelta 106.0 deg
step 373 - lrate 0.000000, wchange 0.00000540, angledelta 104.8 deg
step 374 - lrate 0.000000, wchange 0.03126404, angledelta 90.6 deg
step 375 - lrate 0.000000, wchange 0.00000662, angledelta 118.5 deg
step 376 - lrate 0.000000, wchange 0.00603961, angledelta 61.9 deg
step 377 - lrate 0.000000, wchange 0.00235781, angledelta  3.0 deg
step 378 - lrate 0.000000, wchange 0.00069001, angledelta  4.4 deg
step 379 - lrate 0.000000, wchange 0.00016511, angledelta  8.8 deg
step 380 - lrate 0.000000, wchange 0.00003946, angledelta 19.6 deg
step 381 - lrate 0.000000, wchange 0.00000954, angledelta 37.0 deg
step 382 - lrate 0.000000, wchange 0.00000790, angledelta 62.4 deg
step 383 - lrate 0.000000, wchange 0.00000357, angledelta 94.2 deg
step 384 - lrate 0.000000, wchange 0.00000379, angledelta 99.1 deg
step 385 - lrate 0.000000, wchange 0.00000267, angledelta 104.7 deg
step 386 - lrate 0.000000, wchange 0.00012037, angledelta 96.3 deg
step 387 - lrate 0.000000, wchange 0.01142607, angledelta  9.0 deg
step 388 - lrate 0.000000, wchange 0.00275180, angledelta 171.4 deg
step 389 - lrate 0.000000, wchange 0.00096358, angledelta  3.6 deg
step 390 - lrate 0.000000, wchange 0.00029260, angledelta  6.7 deg
step 391 - lrate 0.000000, wchange 0.00008012, angledelta 11.4 deg
step 392 - lrate 0.000000, wchange 0.00218257, angledelta 84.5 deg
step 393 - lrate 0.000000, wchange 0.00041408, angledelta 167.7 deg
step 394 - lrate 0.000000, wchange 0.03020425, angledelta 69.5 deg
step 395 - lrate 0.000000, wchange 0.00473722, angledelta 124.0 deg
step 396 - lrate 0.000000, wchange 0.00343508, angledelta 48.8 deg
step 397 - lrate 0.000000, wchange 0.00290373, angledelta 103.1 deg
step 398 - lrate 0.000000, wchange 0.00093266, angledelta  5.2 deg
step 399 - lrate 0.000000, wchange 0.00031000, angledelta  6.0 deg
step 400 - lrate 0.000000, wchange 0.00010205, angledelta  7.8 deg
step 401 - lrate 0.000000, wchange 0.00003469, angledelta 15.5 deg
step 402 - lrate 0.000000, wchange 0.00001340, angledelta 26.0 deg
step 403 - lrate 0.000000, wchange 0.00000568, angledelta 34.9 deg
step 404 - lrate 0.000000, wchange 0.00000337, angledelta 51.3 deg
step 405 - lrate 0.000000, wchange 0.00000279, angledelta 64.3 deg
step 406 - lrate 0.000000, wchange 0.00000185, angledelta 100.3 deg
step 407 - lrate 0.000000, wchange 0.00000151, angledelta 99.4 deg
step 408 - lrate 0.000000, wchange 0.00000137, angledelta 99.0 deg
step 409 - lrate 0.000000, wchange 0.00000140, angledelta 103.0 deg
step 410 - lrate 0.000000, wchange 0.00000109, angledelta 93.3 deg
step 411 - lrate 0.000000, wchange 0.00000109, angledelta 99.5 deg
step 412 - lrate 0.000000, wchange 0.00000104, angledelta 94.6 deg
step 413 - lrate 0.000000, wchange 0.00000090, angledelta 99.8 deg
step 414 - lrate 0.000000, wchange 0.00000127, angledelta 89.5 deg
step 415 - lrate 0.000000, wchange 0.00000085, angledelta 107.9 deg
step 416 - lrate 0.000000, wchange 0.00000084, angledelta 94.5 deg
step 417 - lrate 0.000000, wchange 0.00000067, angledelta 99.6 deg
step 418 - lrate 0.000000, wchange 0.00000071, angledelta 96.5 deg
step 419 - lrate 0.000000, wchange 0.00000066, angledelta 97.8 deg
step 420 - lrate 0.000000, wchange 0.00000056, angledelta 89.0 deg
step 421 - lrate 0.000000, wchange 0.00000054, angledelta 100.8 deg
step 422 - lrate 0.000000, wchange 0.00000043, angledelta 96.3 deg
step 423 - lrate 0.000000, wchange 0.00000060, angledelta 102.3 deg
step 424 - lrate 0.000000, wchange 0.00000044, angledelta 89.5 deg
step 425 - lrate 0.000000, wchange 0.00000061, angledelta 101.2 deg
step 426 - lrate 0.000000, wchange 0.00000043, angledelta 97.0 deg
step 427 - lrate 0.000000, wchange 0.00235259, angledelta 93.8 deg
step 428 - lrate 0.000000, wchange 0.01117520, angledelta  0.8 deg
step 429 - lrate 0.000000, wchange 0.00297424, angledelta  1.0 deg
step 430 - lrate 0.000000, wchange 0.00053370, angledelta 178.4 deg
step 431 - lrate 0.000000, wchange 0.00177908, angledelta  1.7 deg
step 432 - lrate 0.000000, wchange 0.00130617, angledelta  1.6 deg
step 433 - lrate 0.000000, wchange 0.00085787, angledelta  1.9 deg
step 434 - lrate 0.000000, wchange 0.00051132, angledelta  1.9 deg
step 435 - lrate 0.000000, wchange 0.00117778, angledelta 60.8 deg
step 436 - lrate 0.000000, wchange 0.00231574, angledelta 88.9 deg
step 437 - lrate 0.000000, wchange 0.00751081, angledelta 39.8 deg
step 438 - lrate 0.000000, wchange 0.00234947, angledelta 42.5 deg
step 439 - lrate 0.000000, wchange 0.00087305, angledelta 164.1 deg
step 440 - lrate 0.000000, wchange 0.00160623, angledelta  6.9 deg
step 441 - lrate 0.000000, wchange 0.00119767, angledelta  7.9 deg
step 442 - lrate 0.000000, wchange 0.00081330, angledelta  8.5 deg
step 443 - lrate 0.000000, wchange 0.00248121, angledelta 77.8 deg
step 444 - lrate 0.000000, wchange 0.00221803, angledelta  6.0 deg
step 445 - lrate 0.000000, wchange 0.00019506, angledelta 35.9 deg
step 446 - lrate 0.000000, wchange 0.00043604, angledelta 127.6 deg
step 447 - lrate 0.000000, wchange 0.00177858, angledelta 145.6 deg
step 448 - lrate 0.000000, wchange 0.00093774, angledelta 162.9 deg
step 449 - lrate 0.000000, wchange 0.00068281, angledelta  2.0 deg
step 450 - lrate 0.000000, wchange 0.00032882, angledelta  2.0 deg
step 451 - lrate 0.000000, wchange 0.00024794, angledelta 43.2 deg
step 452 - lrate 0.000000, wchange 0.01251951, angledelta 93.5 deg
step 453 - lrate 0.000000, wchange 0.00014362, angledelta 139.4 deg
step 454 - lrate 0.000000, wchange 0.00072452, angledelta 24.6 deg
step 455 - lrate 0.000000, wchange 0.00048391, angledelta 25.3 deg
step 456 - lrate 0.000000, wchange 0.00030461, angledelta 25.5 deg
step 457 - lrate 0.000000, wchange 0.00018213, angledelta 25.3 deg
step 458 - lrate 0.000000, wchange 0.00010539, angledelta 25.0 deg
step 459 - lrate 0.000000, wchange 0.00005906, angledelta 24.5 deg
step 460 - lrate 0.000000, wchange 0.00003207, angledelta 23.8 deg
step 461 - lrate 0.000000, wchange 0.00001741, angledelta 23.1 deg
step 462 - lrate 0.000000, wchange 0.00000943, angledelta 22.4 deg
step 463 - lrate 0.000000, wchange 0.00000511, angledelta 22.4 deg
step 464 - lrate 0.000000, wchange 0.00000276, angledelta 22.9 deg
step 465 - lrate 0.000000, wchange 0.00000145, angledelta 25.3 deg
step 466 - lrate 0.000000, wchange 0.00000090, angledelta 27.9 deg
step 467 - lrate 0.000000, wchange 0.01010257, angledelta 162.2 deg
step 468 - lrate 0.000000, wchange 0.00624374, angledelta 11.9 deg
step 469 - lrate 0.000000, wchange 0.00114988, angledelta 24.5 deg
step 470 - lrate 0.000000, wchange 0.00181826, angledelta 164.1 deg
step 471 - lrate 0.000000, wchange 0.00123672, angledelta  5.8 deg
step 472 - lrate 0.000000, wchange 0.00086649, angledelta  9.4 deg
step 473 - lrate 0.000000, wchange 0.00058338, angledelta 11.6 deg
step 474 - lrate 0.000000, wchange 0.00005083, angledelta 46.3 deg
step 475 - lrate 0.000000, wchange 0.00602000, angledelta 142.1 deg
step 476 - lrate 0.000000, wchange 0.00038704, angledelta 163.8 deg
step 477 - lrate 0.000000, wchange 0.00073478, angledelta  5.5 deg
step 478 - lrate 0.000000, wchange 0.00052785, angledelta  5.9 deg
step 479 - lrate 0.000000, wchange 0.00019944, angledelta  4.2 deg
step 480 - lrate 0.000000, wchange 0.00600187, angledelta 166.6 deg
step 481 - lrate 0.000000, wchange 0.00010927, angledelta 171.5 deg
step 482 - lrate 0.000000, wchange 0.00069617, angledelta  5.2 deg
step 483 - lrate 0.000000, wchange 0.00051249, angledelta  5.3 deg
step 484 - lrate 0.000000, wchange 0.00035692, angledelta  5.4 deg
step 485 - lrate 0.000000, wchange 0.00023692, angledelta  5.4 deg
step 486 - lrate 0.000000, wchange 0.00015144, angledelta  5.5 deg
step 487 - lrate 0.000000, wchange 0.00009414, angledelta  5.6 deg
step 488 - lrate 0.000000, wchange 0.00005595, angledelta  5.7 deg
step 489 - lrate 0.000000, wchange 0.00003286, angledelta  5.7 deg
step 490 - lrate 0.000000, wchange 0.00001912, angledelta  6.0 deg
step 491 - lrate 0.000000, wchange 0.00042221, angledelta 87.8 deg
step 492 - lrate 0.000000, wchange 0.00046231, angledelta  3.1 deg
step 493 - lrate 0.000000, wchange 0.00007610, angledelta 158.4 deg
step 494 - lrate 0.000000, wchange 0.00004473, angledelta  3.4 deg
step 495 - lrate 0.000000, wchange 0.00002813, angledelta  4.2 deg
step 496 - lrate 0.000000, wchange 0.00001791, angledelta  4.9 deg
step 497 - lrate 0.000000, wchange 0.00070741, angledelta 95.0 deg
step 498 - lrate 0.000000, wchange 0.00785774, angledelta  5.6 deg
step 499 - lrate 0.000000, wchange 0.00030253, angledelta 165.6 deg
step 500 - lrate 0.000000, wchange 0.00038809, angledelta  2.5 deg
step 501 - lrate 0.000000, wchange 0.00027419, angledelta  2.5 deg
step 502 - lrate 0.000000, wchange 0.00018622, angledelta  2.7 deg
step 503 - lrate 0.000000, wchange 0.00012224, angledelta  2.6 deg
step 504 - lrate 0.000000, wchange 0.00007852, angledelta  2.9 deg
step 505 - lrate 0.000000, wchange 0.00273020, angledelta 172.1 deg
step 506 - lrate 0.000000, wchange 0.00171518, angledelta  0.6 deg
step 507 - lrate 0.000000, wchange 0.00050950, angledelta 178.0 deg
step 508 - lrate 0.000000, wchange 0.00036602, angledelta  0.9 deg
step 509 - lrate 0.000000, wchange 0.00026342, angledelta  1.0 deg
step 510 - lrate 0.000000, wchange 0.00018253, angledelta  1.1 deg
step 511 - lrate 0.000000, wchange 0.00012259, angledelta  1.4 deg
step 512 - lrate 0.000000, wchange 0.00008033, angledelta  1.6 deg
Sorting components in descending order of mean projected variance ...