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- Input data size [72,966500] = 72 channels, 966500 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 186 frames per ICA weight ((5184)^2 = 966500 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: -1.39905 to 1.84827
- 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.
- step 1 - lrate 0.000018, wchange 2034280543423787.75000000, angledelta 0.0 deg
- Lowering learning rate to 1.31386e-05 and starting again.
- step 1 - lrate 0.000013, wchange 105807117944.46995544, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 86809332.87438254, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 7494235308012274.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 519007.97735304, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 270090033633.53689575, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 9950565486129318.00000000, angledelta 0.5 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1901.84483201, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 3681890.87161978, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 7228037203.85100365, angledelta 6.8 deg
- step 4 - lrate 0.000003, wchange 2953904774727.23291016, angledelta 6.8 deg
- step 5 - lrate 0.000003, wchange 347026937306396.00000000, angledelta 6.8 deg
- step 6 - lrate 0.000002, wchange 14593906516582032.00000000, angledelta 6.8 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 34.39103353, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 151.87547714, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 2485.69349413, angledelta 58.7 deg
- step 4 - lrate 0.000001, wchange 40687.73186386, angledelta 58.7 deg
- step 5 - lrate 0.000001, wchange 666008.89831454, angledelta 58.7 deg
- step 6 - lrate 0.000001, wchange 10901760.12727971, angledelta 58.7 deg
- step 7 - lrate 0.000001, wchange 178448632.82575795, angledelta 58.7 deg
- step 8 - lrate 0.000001, wchange 2920988428.99386692, angledelta 58.7 deg
- step 9 - lrate 0.000001, wchange 21854513124.65024185, angledelta 58.7 deg
- step 10 - lrate 0.000001, wchange 100882077871.01475525, angledelta 58.7 deg
- step 11 - lrate 0.000001, wchange 315481542046.34857178, angledelta 58.7 deg
- step 12 - lrate 0.000001, wchange 721048095274.37744141, angledelta 58.7 deg
- step 13 - lrate 0.000000, wchange 1280681969775.14355469, angledelta 58.7 deg
- step 14 - lrate 0.000000, wchange 1857510131607.36718750, angledelta 58.7 deg
- step 15 - lrate 0.000000, wchange 2289746629969.34619141, angledelta 58.7 deg
- step 16 - lrate 0.000000, wchange 2477302245940.93945312, angledelta 58.7 deg
- step 17 - lrate 0.000000, wchange 2414004218530.60107422, angledelta 58.7 deg
- step 18 - lrate 0.000000, wchange 2163152243681.35791016, angledelta 58.7 deg
- step 19 - lrate 0.000000, wchange 1812456526307.33081055, angledelta 58.7 deg
- step 20 - lrate 0.000000, wchange 1439090830758.63574219, angledelta 58.7 deg
- step 21 - lrate 0.000000, wchange 1094475161192.29907227, angledelta 58.7 deg
- step 22 - lrate 0.000000, wchange 804174711245.99194336, angledelta 58.7 deg
- step 23 - lrate 0.000000, wchange 574793667839.61193848, angledelta 58.7 deg
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