eegmp_preproc/data/outputs/history/log_sub-003_ica1_16-Dec-2021.txt

Input data size [72,965000] = 72 channels, 965000 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 = 965000 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: -6.69358 to 7.34816
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 1922206282242306.25000000, angledelta  0.0 deg
Lowering learning rate to 1.31386e-05 and starting again.
step 1 - lrate 0.000013, wchange 101671629592.83912659, angledelta  0.0 deg
Lowering learning rate to 9.45977e-06 and starting again.
step 1 - lrate 0.000009, wchange 84352219.06096996, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 7034942455924638.00000000, angledelta  0.0 deg
Lowering learning rate to 6.81103e-06 and starting again.
step 1 - lrate 0.000007, wchange 508375.25559981, angledelta  0.0 deg
step 2 - lrate 0.000007, wchange 259144274863.75274658, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 9323508161742888.00000000, angledelta  2.2 deg
Lowering learning rate to 3.92315e-06 and starting again.
step 1 - lrate 0.000004, wchange 1879.54038890, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 3594241.00208797, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 6972444240.61012459, angledelta  6.9 deg
step 4 - lrate 0.000003, wchange 2821846325343.45800781, angledelta  6.9 deg
step 5 - lrate 0.000003, wchange 328803717337559.25000000, angledelta  6.9 deg
step 6 - lrate 0.000002, wchange 13517360930335080.00000000, angledelta  7.2 deg
Lowering learning rate to 1.44623e-06 and starting again.
step 1 - lrate 0.000001, wchange 34.63856706, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 150.32613784, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2449.62574045, angledelta 58.9 deg
step 4 - lrate 0.000001, wchange 39921.73533574, angledelta 58.9 deg
step 5 - lrate 0.000001, wchange 650607.82566845, angledelta 58.9 deg
step 6 - lrate 0.000001, wchange 10603011.03174421, angledelta 58.9 deg
step 7 - lrate 0.000001, wchange 172798187.38576287, angledelta 58.9 deg
step 8 - lrate 0.000001, wchange 2816107696.11158609, angledelta 58.9 deg
step 9 - lrate 0.000001, wchange 20990395019.48788452, angledelta 58.9 deg
step 10 - lrate 0.000001, wchange 96598482777.78813171, angledelta 58.9 deg
step 11 - lrate 0.000001, wchange 301344914895.33129883, angledelta 58.9 deg
step 12 - lrate 0.000001, wchange 687377033129.13159180, angledelta 58.9 deg
step 13 - lrate 0.000000, wchange 1218931149328.22460938, angledelta 58.9 deg
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