Input data size [72,1088500] = 72 channels, 1088500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 209 frames per ICA weight ((5184)^2 = 1088500 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: -3.83808 to 3.35865
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 3293171930237195.50000000, angledelta  0.0 deg
Lowering learning rate to 1.18247e-05 and starting again.
step 1 - lrate 0.000012, wchange 149675053813.33752441, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 111418922.75903970, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 12317747546749666.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 621255.31890081, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 386904921170.42687988, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 16423199292797388.00000000, angledelta  0.4 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 2111.09019243, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 4538193.97034689, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 9879474027.45812798, angledelta  6.4 deg
step 4 - lrate 0.000003, wchange 4393334120818.16748047, angledelta  6.4 deg
step 5 - lrate 0.000002, wchange 552591190265429.37500000, angledelta  6.4 deg
step 6 - lrate 0.000002, wchange 24401705137649708.00000000, angledelta  6.4 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 34.97516445, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 165.92996653, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2821.27092105, angledelta 58.1 deg
step 4 - lrate 0.000001, wchange 47973.96972102, angledelta 58.1 deg
step 5 - lrate 0.000001, wchange 815768.50783774, angledelta 58.1 deg
step 6 - lrate 0.000001, wchange 13871653.70144990, angledelta 58.1 deg
step 7 - lrate 0.000001, wchange 235879143.57210428, angledelta 58.1 deg
step 8 - lrate 0.000001, wchange 4010983210.75927639, angledelta 58.1 deg
step 9 - lrate 0.000001, wchange 31009047351.44821548, angledelta 58.1 deg
step 10 - lrate 0.000001, wchange 146973780333.18588257, angledelta 58.1 deg
step 11 - lrate 0.000001, wchange 469513367789.90332031, angledelta 58.1 deg
step 12 - lrate 0.000001, wchange 1091640439609.34179688, angledelta 58.1 deg
step 13 - lrate 0.000000, wchange 1965790366409.81958008, angledelta 58.1 deg
step 14 - lrate 0.000000, wchange 2882893090990.86767578, angledelta 58.1 deg
step 15 - lrate 0.000000, wchange 3585383879400.25927734, angledelta 58.1 deg
step 16 - lrate 0.000000, wchange 3906728003602.84814453, angledelta 58.1 deg
step 17 - lrate 0.000000, wchange 3828627977136.84619141, angledelta 58.1 deg
step 18 - lrate 0.000000, wchange 3446427847362.26611328, angledelta 58.1 deg
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step 48 - lrate 0.000000, wchange 741556866.67451942, angledelta 58.1 deg
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step 52 - lrate 0.000000, wchange 748238219.81170881, angledelta 58.1 deg
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step 60 - lrate 0.000000, wchange 761781849.77804017, angledelta 58.1 deg
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step 503 - lrate 0.000000, wchange 710882547.80648708, angledelta 58.1 deg
step 504 - lrate 0.000000, wchange 711901896.52991319, angledelta 58.1 deg
step 505 - lrate 0.000000, wchange 712922701.79498446, angledelta 58.1 deg
step 506 - lrate 0.000000, wchange 713944961.90950418, angledelta 58.1 deg
step 507 - lrate 0.000000, wchange 714968690.60509908, angledelta 58.1 deg
step 508 - lrate 0.000000, wchange 715993879.87755144, angledelta 58.1 deg
step 509 - lrate 0.000000, wchange 717020536.43377399, angledelta 58.1 deg
step 510 - lrate 0.000000, wchange 718048663.08427441, angledelta 58.1 deg
step 511 - lrate 0.000000, wchange 719078254.34238505, angledelta 58.1 deg
step 512 - lrate 0.000000, wchange 720109324.42748797, angledelta 58.1 deg
Sorting components in descending order of mean projected variance ...