eegmp_preproc/data/outputs/history/log_sub-031_ica1_16-Dec-2021.txt

Input data size [72,1041500] = 72 channels, 1041500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 200 frames per ICA weight ((5184)^2 = 1041500 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: -4.73468 to 7.71204
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.
Lowering learning rate to 0.000313811 and starting again.
Lowering learning rate to 0.00028243 and starting again.
Lowering learning rate to 0.000254187 and starting again.
Lowering learning rate to 0.000228768 and starting again.
Lowering learning rate to 0.000205891 and starting again.
Lowering learning rate to 0.000185302 and starting again.
Lowering learning rate to 0.000166772 and starting again.
Lowering learning rate to 0.000150095 and starting again.
Lowering learning rate to 0.000135085 and starting again.
Lowering learning rate to 0.000121577 and starting again.
Lowering learning rate to 0.000109419 and starting again.
Lowering learning rate to 9.84771e-05 and starting again.
Lowering learning rate to 8.86294e-05 and starting again.
Lowering learning rate to 7.97664e-05 and starting again.
Lowering learning rate to 7.17898e-05 and starting again.
Lowering learning rate to 6.46108e-05 and starting again.
Lowering learning rate to 5.81497e-05 and starting again.
Lowering learning rate to 5.23348e-05 and starting again.
Lowering learning rate to 4.71013e-05 and starting again.
Lowering learning rate to 4.23912e-05 and starting again.
Lowering learning rate to 3.8152e-05 and starting again.
Lowering learning rate to 3.43368e-05 and starting again.
Lowering learning rate to 3.09032e-05 and starting again.
Lowering learning rate to 2.78128e-05 and starting again.
Lowering learning rate to 2.50316e-05 and starting again.
Lowering learning rate to 2.25284e-05 and starting again.
Lowering learning rate to 2.02756e-05 and starting again.
Lowering learning rate to 1.8248e-05 and starting again.
step 1 - lrate 0.000018, wchange 30619034292868184.00000000, angledelta  0.0 deg
Lowering learning rate to 1.31386e-05 and starting again.
step 1 - lrate 0.000013, wchange 758036244865.67138672, angledelta  0.0 deg
Lowering learning rate to 9.45977e-06 and starting again.
step 1 - lrate 0.000009, wchange 358452893.46038747, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 50022122.14679015, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 2497861672350006.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 348747.15945761, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 122018383660.00930786, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 3286950325875724.00000000, angledelta  0.7 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 1510.03761970, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 2317107.81878895, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 3618681798.76627350, angledelta  7.6 deg
step 4 - lrate 0.000003, wchange 1226461597163.49658203, angledelta  7.6 deg
step 5 - lrate 0.000002, wchange 123862006130400.90625000, angledelta  7.6 deg
step 6 - lrate 0.000002, wchange 4665780223476464.00000000, angledelta  7.6 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 33.14739245, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 124.69716415, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 1875.73187038, angledelta 60.0 deg
step 4 - lrate 0.000001, wchange 28219.69192589, angledelta 60.0 deg
step 5 - lrate 0.000001, wchange 424555.31905159, angledelta 60.0 deg
step 6 - lrate 0.000001, wchange 6387285.85727473, angledelta 60.0 deg
step 7 - lrate 0.000001, wchange 96094480.03383443, angledelta 60.0 deg
step 8 - lrate 0.000001, wchange 1445707919.10684371, angledelta 60.0 deg
step 9 - lrate 0.000001, wchange 10059077845.64714432, angledelta 60.0 deg
step 10 - lrate 0.000001, wchange 43791483662.81645966, angledelta 60.0 deg
step 11 - lrate 0.000001, wchange 130633100402.97038269, angledelta 60.0 deg
step 12 - lrate 0.000001, wchange 287443635718.32922363, angledelta 60.0 deg
step 13 - lrate 0.000000, wchange 471074555226.26922607, angledelta  0.0 deg
step 14 - lrate 0.000000, wchange 656292336777.01806641, angledelta  0.1 deg
step 15 - lrate 0.000000, wchange 783303959699.31518555, angledelta  0.1 deg
step 16 - lrate 0.000000, wchange 825813798585.99060059, angledelta  0.1 deg
step 17 - lrate 0.000000, wchange 788203051237.97412109, angledelta  0.1 deg
step 18 - lrate 0.000000, wchange 694671857369.29162598, angledelta  0.1 deg
step 19 - lrate 0.000000, wchange 574371085751.04541016, angledelta  0.1 deg
step 20 - lrate 0.000000, wchange 451231301328.67810059, angledelta  0.1 deg
step 21 - lrate 0.000000, wchange 340271912072.62896729, angledelta  0.1 deg
step 22 - lrate 0.000000, wchange 248324516744.20571899, angledelta  0.2 deg
step 23 - lrate 0.000000, wchange 176530925556.21725464, angledelta  0.2 deg
step 24 - lrate 0.000000, wchange 122886473643.26730347, angledelta  0.2 deg
step 25 - lrate 0.000000, wchange 84118378005.75590515, angledelta  0.2 deg
step 26 - lrate 0.000000, wchange 56811809366.48239136, angledelta  0.2 deg
step 27 - lrate 0.000000, wchange 37959005560.74621582, angledelta  0.2 deg
step 28 - lrate 0.000000, wchange 25145075596.93402863, angledelta  0.2 deg
step 29 - lrate 0.000000, wchange 16542443888.23862648, angledelta  0.2 deg
step 30 - lrate 0.000000, wchange 10823149490.15645790, angledelta  0.2 deg
step 31 - lrate 0.000000, wchange 7050066313.40196896, angledelta  0.2 deg
step 32 - lrate 0.000000, wchange 4576155595.27837467, angledelta  0.2 deg
step 33 - lrate 0.000000, wchange 2961988077.28922129, angledelta  0.2 deg
step 34 - lrate 0.000000, wchange 1912869344.20856762, angledelta  0.2 deg
step 35 - lrate 0.000000, wchange 1233112499.53313494, angledelta  0.2 deg
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step 37 - lrate 0.000000, wchange 797855325.26544082, angledelta  0.2 deg
step 38 - lrate 0.000000, wchange 801964731.78331017, angledelta  0.2 deg
step 39 - lrate 0.000000, wchange 806095619.64587975, angledelta  0.2 deg
step 40 - lrate 0.000000, wchange 810247661.35925019, angledelta  0.2 deg
step 41 - lrate 0.000000, wchange 814421269.45381498, angledelta  0.2 deg
step 42 - lrate 0.000000, wchange 818616843.40564394, angledelta  0.2 deg
step 43 - lrate 0.000000, wchange 822832823.88589871, angledelta  0.2 deg
step 44 - lrate 0.000000, wchange 827071591.58219254, angledelta  0.2 deg
step 45 - lrate 0.000000, wchange 831331616.02614748, angledelta  0.2 deg
step 46 - lrate 0.000000, wchange 835613445.95597076, angledelta  0.2 deg
step 47 - lrate 0.000000, wchange 839918019.69597912, angledelta  0.2 deg
step 48 - lrate 0.000000, wchange 844243996.62491190, angledelta  0.2 deg
step 49 - lrate 0.000000, wchange 848593352.31373191, angledelta  0.2 deg
step 50 - lrate 0.000000, wchange 852963871.65752578, angledelta  0.2 deg
step 51 - lrate 0.000000, wchange 857357277.25938916, angledelta  0.2 deg
step 52 - lrate 0.000000, wchange 861773259.85869586, angledelta  0.2 deg
step 53 - lrate 0.000000, wchange 866212373.68707538, angledelta  0.2 deg
step 54 - lrate 0.000000, wchange 870674318.94844198, angledelta  0.2 deg
step 55 - lrate 0.000000, wchange 875159000.49432051, angledelta  0.2 deg
step 56 - lrate 0.000000, wchange 879667283.49465215, angledelta  0.2 deg
step 57 - lrate 0.000000, wchange 884198051.28805757, angledelta  0.2 deg
step 58 - lrate 0.000000, wchange 888751677.44426215, angledelta  0.2 deg
step 59 - lrate 0.000000, wchange 893329746.95510006, angledelta  0.2 deg
step 60 - lrate 0.000000, wchange 897930564.01235020, angledelta  0.2 deg
step 61 - lrate 0.000000, wchange 902556070.13105714, angledelta  0.2 deg
step 62 - lrate 0.000000, wchange 907205069.34649181, angledelta  0.2 deg
step 63 - lrate 0.000000, wchange 911877881.15523744, angledelta  0.2 deg
step 64 - lrate 0.000000, wchange 916574633.28979373, angledelta  0.2 deg
step 65 - lrate 0.000000, wchange 921295807.86383593, angledelta  0.2 deg
step 66 - lrate 0.000000, wchange 926040734.78367186, angledelta  0.2 deg
step 67 - lrate 0.000000, wchange 930810930.00447690, angledelta  0.2 deg
step 68 - lrate 0.000000, wchange 935605528.36946356, angledelta  0.2 deg
step 69 - lrate 0.000000, wchange 940424734.91723645, angledelta  0.2 deg
step 70 - lrate 0.000000, wchange 945267934.00037873, angledelta  0.2 deg
step 71 - lrate 0.000000, wchange 950136418.53736973, angledelta  0.2 deg
step 72 - lrate 0.000000, wchange 955030456.58699274, angledelta  0.2 deg
step 73 - lrate 0.000000, wchange 959949846.23886716, angledelta  0.2 deg
step 74 - lrate 0.000000, wchange 964894175.14244819, angledelta  0.2 deg
step 75 - lrate 0.000000, wchange 969863550.39335144, angledelta  0.2 deg
step 76 - lrate 0.000000, wchange 974859590.60465801, angledelta  0.2 deg
step 77 - lrate 0.000000, wchange 979880327.76519656, angledelta  0.2 deg
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step 79 - lrate 0.000000, wchange 990000538.81536639, angledelta  0.2 deg
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step 81 - lrate 0.000000, wchange 1000224786.07380331, angledelta  0.2 deg
step 82 - lrate 0.000000, wchange 643110621.00732911, angledelta  0.2 deg
step 83 - lrate 0.000000, wchange 645759164.83053923, angledelta  0.2 deg
step 84 - lrate 0.000000, wchange 648418504.88902736, angledelta  0.2 deg
step 85 - lrate 0.000000, wchange 651088445.25862193, angledelta  0.2 deg
step 86 - lrate 0.000000, wchange 653770441.89298594, angledelta  0.2 deg
step 87 - lrate 0.000000, wchange 656463088.76210845, angledelta  0.2 deg
step 88 - lrate 0.000000, wchange 659166482.96300435, angledelta  0.2 deg
step 89 - lrate 0.000000, wchange 661880771.94980288, angledelta  0.2 deg
step 90 - lrate 0.000000, wchange 664607089.57251656, angledelta  0.2 deg
step 91 - lrate 0.000000, wchange 667343633.11501336, angledelta  0.2 deg
step 92 - lrate 0.000000, wchange 670092182.44401276, angledelta  0.2 deg
step 93 - lrate 0.000000, wchange 672851841.94489300, angledelta  0.2 deg
step 94 - lrate 0.000000, wchange 675623111.19881642, angledelta  0.2 deg
step 95 - lrate 0.000000, wchange 678405120.18726671, angledelta  0.2 deg
step 96 - lrate 0.000000, wchange 681199081.60873735, angledelta  0.2 deg
step 97 - lrate 0.000000, wchange 684004644.00340974, angledelta  0.2 deg
step 98 - lrate 0.000000, wchange 686821413.98090732, angledelta  0.2 deg
step 99 - lrate 0.000000, wchange 689649776.89845490, angledelta  0.2 deg
step 100 - lrate 0.000000, wchange 692489886.19701111, angledelta  0.2 deg
step 101 - lrate 0.000000, wchange 695341967.86306965, angledelta  0.2 deg
step 102 - lrate 0.000000, wchange 698205301.92851853, angledelta  0.2 deg
step 103 - lrate 0.000000, wchange 701080486.91565514, angledelta  0.2 deg
step 104 - lrate 0.000000, wchange 703968133.27341676, angledelta  0.2 deg
step 105 - lrate 0.000000, wchange 706866631.66700292, angledelta  0.2 deg
step 106 - lrate 0.000000, wchange 709778458.78817809, angledelta  0.2 deg
step 107 - lrate 0.000000, wchange 712701153.20846546, angledelta  0.2 deg
step 108 - lrate 0.000000, wchange 715636378.69305921, angledelta  0.2 deg
step 109 - lrate 0.000000, wchange 718583071.32478952, angledelta  0.2 deg
step 110 - lrate 0.000000, wchange 721542439.32803249, angledelta  0.2 deg
step 111 - lrate 0.000000, wchange 724513769.02863085, angledelta  0.2 deg
step 112 - lrate 0.000000, wchange 727497218.56987166, angledelta  0.2 deg
step 113 - lrate 0.000000, wchange 730493483.38173115, angledelta  0.2 deg
step 114 - lrate 0.000000, wchange 733501815.07870674, angledelta  0.2 deg
step 115 - lrate 0.000000, wchange 736521908.37934697, angledelta  0.2 deg
step 116 - lrate 0.000000, wchange 739555494.07483184, angledelta  0.2 deg
step 117 - lrate 0.000000, wchange 742600902.10175765, angledelta  0.2 deg
step 118 - lrate 0.000000, wchange 745659058.40709734, angledelta  0.2 deg
step 119 - lrate 0.000000, wchange 748730348.23023188, angledelta  0.2 deg
step 120 - lrate 0.000000, wchange 751813203.85877180, angledelta  0.2 deg
step 121 - lrate 0.000000, wchange 754909773.48025811, angledelta  0.2 deg
step 122 - lrate 0.000000, wchange 758018374.71406233, angledelta  0.2 deg
step 123 - lrate 0.000000, wchange 761140287.42605197, angledelta  0.2 deg
step 124 - lrate 0.000000, wchange 764273798.88452828, angledelta  0.2 deg
step 125 - lrate 0.000000, wchange 767421175.07892609, angledelta  0.2 deg
step 126 - lrate 0.000000, wchange 770581905.72793543, angledelta  0.2 deg
step 127 - lrate 0.000000, wchange 773754721.67241824, angledelta  0.2 deg
step 128 - lrate 0.000000, wchange 776941483.43189383, angledelta  0.2 deg
step 129 - lrate 0.000000, wchange 780141310.05629337, angledelta  0.2 deg
step 130 - lrate 0.000000, wchange 783353188.37878370, angledelta  0.2 deg
step 131 - lrate 0.000000, wchange 786579366.93756807, angledelta  0.2 deg
step 132 - lrate 0.000000, wchange 789818463.45085359, angledelta  0.2 deg
step 133 - lrate 0.000000, wchange 793070995.79731584, angledelta  0.2 deg
step 134 - lrate 0.000000, wchange 796336966.48589396, angledelta  0.2 deg
step 135 - lrate 0.000000, wchange 799616572.23925364, angledelta  0.2 deg
step 136 - lrate 0.000000, wchange 802909102.88665569, angledelta  0.2 deg
step 137 - lrate 0.000000, wchange 806215142.22944188, angledelta  0.2 deg
step 138 - lrate 0.000000, wchange 809535186.97429693, angledelta  0.2 deg
step 139 - lrate 0.000000, wchange 812868592.28376281, angledelta  0.2 deg
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step 141 - lrate 0.000000, wchange 819577343.03901196, angledelta  0.2 deg
step 142 - lrate 0.000000, wchange 822952250.49633420, angledelta  0.2 deg
step 143 - lrate 0.000000, wchange 826341333.43023360, angledelta  0.2 deg
step 144 - lrate 0.000000, wchange 829743799.06132364, angledelta  0.2 deg
step 145 - lrate 0.000000, wchange 833161541.48363650, angledelta  0.2 deg
step 146 - lrate 0.000000, wchange 836591355.57971275, angledelta  0.2 deg
step 147 - lrate 0.000000, wchange 840036689.89244902, angledelta  0.2 deg
step 148 - lrate 0.000000, wchange 843496189.01973462, angledelta  0.2 deg
step 149 - lrate 0.000000, wchange 846968584.52227104, angledelta  0.2 deg
step 150 - lrate 0.000000, wchange 850457320.52310681, angledelta  0.2 deg
step 151 - lrate 0.000000, wchange 853959779.27207124, angledelta  0.2 deg
step 152 - lrate 0.000000, wchange 857475708.94451118, angledelta  0.2 deg
step 153 - lrate 0.000000, wchange 861006590.82031167, angledelta  0.2 deg
step 154 - lrate 0.000000, wchange 864552243.81943440, angledelta  0.2 deg
step 155 - lrate 0.000000, wchange 868112312.25269282, angledelta  0.2 deg
step 156 - lrate 0.000000, wchange 871686787.21390498, angledelta  0.2 deg
step 157 - lrate 0.000000, wchange 875276705.01123321, angledelta  0.2 deg
step 158 - lrate 0.000000, wchange 878880630.11887288, angledelta  0.2 deg
step 159 - lrate 0.000000, wchange 882498970.35759807, angledelta  0.2 deg
step 160 - lrate 0.000000, wchange 886133441.15165389, angledelta  0.2 deg
step 161 - lrate 0.000000, wchange 889782199.75612056, angledelta  0.2 deg
step 162 - lrate 0.000000, wchange 893446576.10445094, angledelta  0.2 deg
step 163 - lrate 0.000000, wchange 897125162.49506998, angledelta  0.2 deg
step 164 - lrate 0.000000, wchange 900819444.31989980, angledelta  0.2 deg
step 165 - lrate 0.000000, wchange 904528652.83988094, angledelta  0.2 deg
step 166 - lrate 0.000000, wchange 908253381.61975217, angledelta  0.2 deg
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step 168 - lrate 0.000000, wchange 915748122.80927122, angledelta  0.2 deg
step 169 - lrate 0.000000, wchange 919519757.54072201, angledelta  0.2 deg
step 170 - lrate 0.000000, wchange 923306342.72982633, angledelta  0.2 deg
step 171 - lrate 0.000000, wchange 927107489.00707912, angledelta  0.2 deg
step 172 - lrate 0.000000, wchange 930925042.79145145, angledelta  0.2 deg
step 173 - lrate 0.000000, wchange 934758282.07364273, angledelta  0.2 deg
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step 178 - lrate 0.000000, wchange 954162166.45303929, angledelta  0.2 deg
step 179 - lrate 0.000000, wchange 958091094.22894001, angledelta  0.2 deg
step 180 - lrate 0.000000, wchange 962036477.49566460, angledelta  0.2 deg