Input data size [72,1082000] = 72 channels, 1082000 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 208 frames per ICA weight ((5184)^2 = 1082000 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: -3.70788 to 3.57007
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 2658427151629409.50000000, angledelta  0.0 deg
Lowering learning rate to 1.18247e-05 and starting again.
step 1 - lrate 0.000012, wchange 128325783534.83143616, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 99730336.11286581, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 9868726654486472.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 573551.03260494, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 329800053845.30438232, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 13119192032853280.00000000, angledelta  0.4 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 2014.83345083, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 4135378.37891992, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 8598116050.72738457, angledelta  6.5 deg
step 4 - lrate 0.000003, wchange 3682594118024.86767578, angledelta  6.5 deg
step 5 - lrate 0.000002, wchange 449297205595647.06250000, angledelta  6.5 deg
step 6 - lrate 0.000002, wchange 19294944866883392.00000000, angledelta  6.5 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 34.17289895, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 159.53659885, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2666.84146857, angledelta 58.1 deg
step 4 - lrate 0.000001, wchange 44585.93479518, angledelta 58.1 deg
step 5 - lrate 0.000001, wchange 745417.31193462, angledelta 58.1 deg
step 6 - lrate 0.000001, wchange 12462384.41570656, angledelta 58.1 deg
step 7 - lrate 0.000001, wchange 208354467.70904481, angledelta 58.1 deg
step 8 - lrate 0.000001, wchange 3483409157.97281933, angledelta 58.1 deg
step 9 - lrate 0.000001, wchange 26540810086.33193588, angledelta 58.1 deg
step 10 - lrate 0.000001, wchange 124325285683.03259277, angledelta 58.1 deg
step 11 - lrate 0.000001, wchange 393417037525.67834473, angledelta 58.1 deg
step 12 - lrate 0.000001, wchange 907765499978.02209473, angledelta 58.1 deg
step 13 - lrate 0.000000, wchange 1624684927949.25903320, angledelta 58.1 deg
step 14 - lrate 0.000000, wchange 2370946337843.02001953, angledelta 58.1 deg
step 15 - lrate 0.000000, wchange 2937048351035.53027344, angledelta 58.1 deg
step 16 - lrate 0.000000, wchange 3190138100680.83496094, angledelta 58.1 deg
step 17 - lrate 0.000000, wchange 3118402814395.83398438, angledelta 58.1 deg
step 18 - lrate 0.000000, wchange 2801366033054.03222656, angledelta 58.1 deg
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step 22 - lrate 0.000000, wchange 1047568369935.03308105, angledelta 58.1 deg
step 23 - lrate 0.000000, wchange 749365784824.22900391, angledelta 58.1 deg
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step 48 - lrate 0.000000, wchange 938432040.54319119, angledelta 58.1 deg
step 49 - lrate 0.000000, wchange 941049939.67524338, angledelta 58.1 deg
step 50 - lrate 0.000000, wchange 943675128.44114685, angledelta 58.1 deg
step 51 - lrate 0.000000, wchange 946307612.53961360, angledelta 58.1 deg
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step 54 - lrate 0.000000, wchange 954249163.48943436, angledelta 58.1 deg
step 55 - lrate 0.000000, wchange 956911093.69609904, angledelta 58.1 deg
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step 58 - lrate 0.000000, wchange 964941557.13514972, angledelta 58.1 deg
step 59 - lrate 0.000000, wchange 967633288.98056698, angledelta 58.1 deg
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step 62 - lrate 0.000000, wchange 975753536.41090059, angledelta 58.1 deg
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step 503 - lrate 0.000000, wchange 967547820.83976507, angledelta 58.1 deg
step 504 - lrate 0.000000, wchange 969270820.36806870, angledelta 58.1 deg
step 505 - lrate 0.000000, wchange 970996954.14377904, angledelta 58.1 deg
step 506 - lrate 0.000000, wchange 972726067.68421888, angledelta 58.1 deg
step 507 - lrate 0.000000, wchange 974458381.72554159, angledelta 58.1 deg
step 508 - lrate 0.000000, wchange 976193685.80617774, angledelta 58.1 deg
step 509 - lrate 0.000000, wchange 977932082.15784347, angledelta 58.1 deg
step 510 - lrate 0.000000, wchange 979673584.73849177, angledelta 58.1 deg
step 511 - lrate 0.000000, wchange 981418349.00288177, angledelta 58.1 deg
step 512 - lrate 0.000000, wchange 983165730.45313072, angledelta 58.1 deg
Sorting components in descending order of mean projected variance ...