Input data size [72,1094500] = 72 channels, 1094500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 211 frames per ICA weight ((5184)^2 = 1094500 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: -1.90902 to 2.37523
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.
Lowering learning rate to 1.64232e-05 and starting again.
step 1 - lrate 0.000016, wchange 3978505395368447.00000000, angledelta  0.0 deg
Lowering learning rate to 1.18247e-05 and starting again.
step 1 - lrate 0.000012, wchange 172280250664.36325073, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 123296301.21217768, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 14726552920815772.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 668315.51372326, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 447703037287.44696045, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 19518800702113988.00000000, angledelta  0.4 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 2202.51289054, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 4940482.67753164, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 11216713553.37013054, angledelta  6.3 deg
step 4 - lrate 0.000003, wchange 5162077916226.53710938, angledelta  6.3 deg
step 5 - lrate 0.000002, wchange 666647674977103.00000000, angledelta  6.3 deg
step 6 - lrate 0.000002, wchange 28035604311622132.00000000, angledelta  6.3 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 35.11002344, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 171.99469253, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2970.07039729, angledelta 57.8 deg
step 4 - lrate 0.000001, wchange 51292.54864538, angledelta 57.8 deg
step 5 - lrate 0.000001, wchange 885813.12003342, angledelta 57.8 deg
step 6 - lrate 0.000001, wchange 15297834.29162579, angledelta 57.8 deg
step 7 - lrate 0.000001, wchange 264190864.82819843, angledelta 57.8 deg
step 8 - lrate 0.000001, wchange 4562528945.43300247, angledelta 57.8 deg
step 9 - lrate 0.000001, wchange 35745823649.79234314, angledelta 57.8 deg
step 10 - lrate 0.000001, wchange 171254605356.56954956, angledelta 57.8 deg
step 11 - lrate 0.000001, wchange 551833697405.44213867, angledelta 57.8 deg
step 12 - lrate 0.000001, wchange 1291991077643.49658203, angledelta 57.8 deg
step 13 - lrate 0.000000, wchange 2339562360767.38964844, angledelta 57.8 deg
step 14 - lrate 0.000000, wchange 3446277892785.92675781, angledelta 57.8 deg
step 15 - lrate 0.000000, wchange 4301072639669.80664062, angledelta 57.8 deg
step 16 - lrate 0.000000, wchange 4699395604509.72558594, angledelta 57.8 deg
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step 23 - lrate 0.000000, wchange 1123518046161.62182617, angledelta 57.8 deg
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step 50 - lrate 0.000000, wchange 903909823.58591318, angledelta 57.8 deg
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step 52 - lrate 0.000000, wchange 907981329.83361363, angledelta 57.8 deg
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step 502 - lrate 0.000000, wchange 803298660.49323392, angledelta 57.8 deg
step 503 - lrate 0.000000, wchange 804448701.90447223, angledelta 57.8 deg
step 504 - lrate 0.000000, wchange 805600206.62835383, angledelta 57.8 deg
step 505 - lrate 0.000000, wchange 806753264.79041708, angledelta 57.8 deg
step 506 - lrate 0.000000, wchange 807908180.81826401, angledelta 57.8 deg
step 507 - lrate 0.000000, wchange 809064684.22713089, angledelta 57.8 deg
step 508 - lrate 0.000000, wchange 810222755.15153360, angledelta 57.8 deg
step 509 - lrate 0.000000, wchange 811382471.62807834, angledelta 57.8 deg
step 510 - lrate 0.000000, wchange 812543793.45065415, angledelta 57.8 deg
step 511 - lrate 0.000000, wchange 813706953.77776825, angledelta 57.8 deg
step 512 - lrate 0.000000, wchange 814871350.83924747, angledelta 57.8 deg
Sorting components in descending order of mean projected variance ...