Input data size [72,1089000] = 72 channels, 1089000 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 210 frames per ICA weight ((5184)^2 = 1089000 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: -4.16697 to 4.97745
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 3270805610398401.00000000, angledelta  0.0 deg
Lowering learning rate to 1.18247e-05 and starting again.
step 1 - lrate 0.000012, wchange 151418753335.45571899, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 112352306.65021117, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 11513990514464860.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 625003.03658313, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 391582516610.05133057, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 14944790519697812.00000000, angledelta  0.6 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 2118.51759936, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 4570056.86371492, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 9983312763.18523216, angledelta  6.4 deg
step 4 - lrate 0.000003, wchange 4451917399693.22656250, angledelta  6.4 deg
step 5 - lrate 0.000002, wchange 558427838691155.31250000, angledelta  6.5 deg
step 6 - lrate 0.000002, wchange 19375787231375940.00000000, angledelta  6.5 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 35.00538761, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 166.42202000, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2833.25052445, angledelta 58.1 deg
step 4 - lrate 0.000001, wchange 48239.15626482, angledelta 58.1 deg
step 5 - lrate 0.000001, wchange 821324.47802531, angledelta 58.1 deg
step 6 - lrate 0.000001, wchange 13983950.28736521, angledelta 58.1 deg
step 7 - lrate 0.000001, wchange 238092112.57270756, angledelta 58.1 deg
step 8 - lrate 0.000001, wchange 4053779649.73459578, angledelta 58.1 deg
step 9 - lrate 0.000001, wchange 31374269817.80534363, angledelta 58.1 deg
step 10 - lrate 0.000001, wchange 148835877131.84143066, angledelta 58.1 deg
step 11 - lrate 0.000001, wchange 475793026000.53643799, angledelta 58.1 deg
step 12 - lrate 0.000001, wchange 1106817328462.92236328, angledelta 58.1 deg
step 13 - lrate 0.000000, wchange 1993782221710.54174805, angledelta 58.1 deg
step 14 - lrate 0.000000, wchange 2924285430144.18457031, angledelta 58.1 deg
step 15 - lrate 0.000000, wchange 3636413773871.83740234, angledelta 58.1 deg
step 16 - lrate 0.000000, wchange 3960880929326.26708984, angledelta 58.1 deg
step 17 - lrate 0.000000, wchange 3879425503816.14746094, angledelta 58.1 deg
step 18 - lrate 0.000000, wchange 3489515317803.51220703, angledelta 58.1 deg
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step 22 - lrate 0.000000, wchange 1306652085877.67260742, angledelta 58.1 deg
step 23 - lrate 0.000000, wchange 934600547292.32055664, angledelta 58.1 deg
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step 48 - lrate 0.000000, wchange 744358460.13391328, angledelta 58.1 deg
step 49 - lrate 0.000000, wchange 746009453.93503797, angledelta 58.1 deg
step 50 - lrate 0.000000, wchange 747664023.07191694, angledelta 58.1 deg
step 51 - lrate 0.000000, wchange 749322192.02735555, angledelta 58.1 deg
step 52 - lrate 0.000000, wchange 750984021.07467997, angledelta 58.1 deg
step 53 - lrate 0.000000, wchange 752649388.46597934, angledelta 58.1 deg
step 54 - lrate 0.000000, wchange 754318583.14471841, angledelta 58.1 deg
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step 58 - lrate 0.000000, wchange 761031355.85126793, angledelta 58.1 deg
step 59 - lrate 0.000000, wchange 762718787.77955747, angledelta 58.1 deg
step 60 - lrate 0.000000, wchange 764409856.88799584, angledelta 58.1 deg
step 61 - lrate 0.000000, wchange 766104725.78190708, angledelta 58.1 deg
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step 502 - lrate 0.000000, wchange 702297655.92157984, angledelta 58.1 deg
step 503 - lrate 0.000000, wchange 703275834.76312983, angledelta 58.1 deg
step 504 - lrate 0.000000, wchange 704255415.75971067, angledelta 58.1 deg
step 505 - lrate 0.000000, wchange 705236164.30117357, angledelta 58.1 deg
step 506 - lrate 0.000000, wchange 706218591.90031540, angledelta 58.1 deg
step 507 - lrate 0.000000, wchange 707201926.03912199, angledelta 58.1 deg
step 508 - lrate 0.000000, wchange 708186833.54495931, angledelta 58.1 deg
step 509 - lrate 0.000000, wchange 709172805.63568556, angledelta 58.1 deg
step 510 - lrate 0.000000, wchange 710160123.31814754, angledelta 58.1 deg
step 511 - lrate 0.000000, wchange 711148875.05014861, angledelta 58.1 deg
step 512 - lrate 0.000000, wchange 712139119.52773476, angledelta 58.1 deg
Sorting components in descending order of mean projected variance ...