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- Input data size [72,926500] = 72 channels, 926500 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 178 frames per ICA weight ((5184)^2 = 926500 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: -3.29461 to 2.91569
- 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.
- step 1 - lrate 0.000020, wchange 19901189169746552.00000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 551629817987.98461914, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 285185428.78416765, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 40719346.87249984, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 1656710971805125.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 300683.78208825, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 90725027414.24636841, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 2172601319029986.50000000, angledelta 0.6 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1385.44046224, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 1949606.72133642, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 2796034744.90004253, angledelta 7.9 deg
- step 4 - lrate 0.000003, wchange 883785513748.85852051, angledelta 7.9 deg
- step 5 - lrate 0.000003, wchange 84358931344701.95312500, angledelta 7.9 deg
- step 6 - lrate 0.000002, wchange 3043734804209965.50000000, angledelta 7.9 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 32.55570864, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 115.82449170, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 1688.40987792, angledelta 60.4 deg
- step 4 - lrate 0.000001, wchange 22884.43145664, angledelta 0.1 deg
- step 5 - lrate 0.000001, wchange 316237.30180350, angledelta 0.1 deg
- step 6 - lrate 0.000001, wchange 4370046.92973353, angledelta 0.1 deg
- step 7 - lrate 0.000001, wchange 60389176.94843610, angledelta 0.1 deg
- step 8 - lrate 0.000001, wchange 834511111.41684067, angledelta 0.1 deg
- step 9 - lrate 0.000001, wchange 11532013204.44848251, angledelta 0.2 deg
- step 10 - lrate 0.000001, wchange 74571748097.51550293, angledelta 0.2 deg
- step 11 - lrate 0.000001, wchange 306019294005.49859619, angledelta 0.2 deg
- step 12 - lrate 0.000001, wchange 870453717143.65771484, angledelta 0.2 deg
- step 13 - lrate 0.000001, wchange 1843389759641.64501953, angledelta 0.2 deg
- step 14 - lrate 0.000000, wchange 3079458412688.35156250, angledelta 0.2 deg
- step 15 - lrate 0.000000, wchange 4251915942939.44873047, angledelta 0.2 deg
- step 16 - lrate 0.000000, wchange 5038252988365.66113281, angledelta 0.2 deg
- step 17 - lrate 0.000000, wchange 5280839862514.18847656, angledelta 0.2 deg
- step 18 - lrate 0.000000, wchange 5016709241103.09277344, angledelta 0.2 deg
- step 19 - lrate 0.000000, wchange 4404666362604.16796875, angledelta 0.2 deg
- step 20 - lrate 0.000000, wchange 3630741259232.15673828, angledelta 0.2 deg
- step 21 - lrate 0.000000, wchange 2845296083457.74609375, angledelta 0.2 deg
- step 22 - lrate 0.000000, wchange 2141343677605.47851562, angledelta 0.2 deg
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