Input data size [72,968500] = 72 channels, 968500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 186 frames per ICA weight ((5184)^2 = 968500 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: -3.48207 to 3.5789
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 2118275762771623.50000000, angledelta  0.0 deg
Lowering learning rate to 1.31386e-05 and starting again.
step 1 - lrate 0.000013, wchange 111516574267.80677795, angledelta  0.0 deg
Lowering learning rate to 9.45977e-06 and starting again.
step 1 - lrate 0.000009, wchange 90158029.18647909, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 7204148165529009.00000000, angledelta  0.0 deg
Lowering learning rate to 6.81103e-06 and starting again.
step 1 - lrate 0.000007, wchange 533366.11217584, angledelta  0.0 deg
step 2 - lrate 0.000007, wchange 285229016744.41552734, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 9237895853952208.00000000, angledelta  0.5 deg
Lowering learning rate to 3.92315e-06 and starting again.
step 1 - lrate 0.000004, wchange 1932.57326253, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 3800695.69844698, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 7579320735.11318398, angledelta  6.8 deg
step 4 - lrate 0.000003, wchange 3137295380357.49218750, angledelta  6.8 deg
step 5 - lrate 0.000003, wchange 369711718020616.68750000, angledelta  6.8 deg
step 6 - lrate 0.000002, wchange 11333568159975286.00000000, angledelta  6.8 deg
Lowering learning rate to 1.44623e-06 and starting again.
step 1 - lrate 0.000001, wchange 34.72123263, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 153.93100118, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2534.02661667, angledelta 58.7 deg
step 4 - lrate 0.000001, wchange 41719.67978389, angledelta 58.7 deg
step 5 - lrate 0.000001, wchange 686864.48537025, angledelta 58.7 deg
step 6 - lrate 0.000001, wchange 11308400.50722896, angledelta 58.7 deg
step 7 - lrate 0.000001, wchange 186179262.66789183, angledelta 58.7 deg
step 8 - lrate 0.000001, wchange 3065218180.57821941, angledelta 58.7 deg
step 9 - lrate 0.000001, wchange 23048054540.81523895, angledelta 58.7 deg
step 10 - lrate 0.000001, wchange 106819108410.93272400, angledelta 58.7 deg
step 11 - lrate 0.000001, wchange 335122152422.03576660, angledelta 58.7 deg
step 12 - lrate 0.000001, wchange 767872809259.23913574, angledelta 58.7 deg
step 13 - lrate 0.000000, wchange 1366441627892.61499023, angledelta 58.7 deg
step 14 - lrate 0.000000, wchange 1984479567394.83398438, angledelta 58.7 deg
step 15 - lrate 0.000000, wchange 2448042704097.30224609, angledelta 58.7 deg
step 16 - lrate 0.000000, wchange 2649075857868.55126953, angledelta 58.7 deg
step 17 - lrate 0.000000, wchange 2580704243652.30517578, angledelta 58.7 deg
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step 23 - lrate 0.000000, wchange 611076385030.65173340, angledelta 58.7 deg
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step 50 - lrate 0.000000, wchange 762592516.69803107, angledelta 58.7 deg
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step 502 - lrate 0.000000, wchange 818224500.02951384, angledelta 58.7 deg
step 503 - lrate 0.000000, wchange 819604798.52391005, angledelta 58.7 deg
step 504 - lrate 0.000000, wchange 820986662.16670704, angledelta 58.7 deg
step 505 - lrate 0.000000, wchange 822371409.64455473, angledelta 58.7 deg
step 506 - lrate 0.000000, wchange 823757313.42572963, angledelta 58.7 deg
step 507 - lrate 0.000000, wchange 825145864.65784216, angledelta 58.7 deg
step 508 - lrate 0.000000, wchange 826536954.20775867, angledelta 58.7 deg
step 509 - lrate 0.000000, wchange 827930251.17002594, angledelta 58.7 deg
step 510 - lrate 0.000000, wchange 829325572.77775562, angledelta 58.7 deg
step 511 - lrate 0.000000, wchange 830722915.46440339, angledelta 58.7 deg
step 512 - lrate 0.000000, wchange 832122767.14880788, angledelta 58.7 deg
Sorting components in descending order of mean projected variance ...