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- Input data size [72,926000] = 72 channels, 926000 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 = 926000 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: -3.28751 to 2.99391
- 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 19506289322854220.00000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 543908931084.89825439, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 282305300.19763362, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 40349002.69149352, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 1626698803395580.75000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 298709.36857430, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 89538226275.74905396, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 2132921228350713.25000000, angledelta 0.7 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1380.59714774, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 1934688.28983554, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 2764145455.88251543, angledelta 8.0 deg
- step 4 - lrate 0.000003, wchange 870998138235.33618164, angledelta 8.0 deg
- step 5 - lrate 0.000003, wchange 82929628320460.14062500, angledelta 8.0 deg
- step 6 - lrate 0.000002, wchange 2985874587723024.00000000, angledelta 8.0 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 32.95260753, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 115.44407786, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 1680.51502573, angledelta 60.6 deg
- step 4 - lrate 0.000001, wchange 22746.07933597, angledelta 0.1 deg
- step 5 - lrate 0.000001, wchange 313895.38727523, angledelta 0.1 deg
- step 6 - lrate 0.000001, wchange 4331749.79236536, angledelta 0.1 deg
- step 7 - lrate 0.000001, wchange 59778058.85334774, angledelta 0.1 deg
- step 8 - lrate 0.000001, wchange 824936016.40813804, angledelta 0.2 deg
- step 9 - lrate 0.000001, wchange 11384100875.34437752, angledelta 0.2 deg
- step 10 - lrate 0.000001, wchange 73528417588.45233154, angledelta 0.2 deg
- step 11 - lrate 0.000001, wchange 301450632399.93011475, angledelta 0.2 deg
- step 12 - lrate 0.000001, wchange 856801105030.74194336, angledelta 0.3 deg
- step 13 - lrate 0.000001, wchange 1813357831351.05371094, angledelta 0.3 deg
- step 14 - lrate 0.000000, wchange 3027786358624.11279297, angledelta 0.3 deg
- step 15 - lrate 0.000000, wchange 4178903863076.08593750, angledelta 0.3 deg
- step 16 - lrate 0.000000, wchange 4950151687822.15039062, angledelta 0.3 deg
- step 17 - lrate 0.000000, wchange 5187160490811.57031250, angledelta 0.3 deg
- step 18 - lrate 0.000000, wchange 4926694457809.04394531, angledelta 0.3 deg
- step 19 - lrate 0.000000, wchange 4324914811577.00878906, angledelta 0.3 deg
- step 20 - lrate 0.000000, wchange 3564526311351.82470703, angledelta 0.3 deg
- step 21 - lrate 0.000000, wchange 2793101890899.89648438, angledelta 0.3 deg
- step 22 - lrate 0.000000, wchange 2101882883890.90991211, angledelta 0.3 deg
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