eegmp_preproc/data/outputs/history/log_sub-010_ica1_16-Dec-2021.txt

Input data size [72,893500] = 72 channels, 893500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 172 frames per ICA weight ((5184)^2 = 893500 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: -8.32987 to 9.52484
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 5287675040911928.00000000, angledelta  0.0 deg
Lowering learning rate to 1.45984e-05 and starting again.
step 1 - lrate 0.000015, wchange 210690726336.12139893, angledelta  0.0 deg
Lowering learning rate to 1.05109e-05 and starting again.
step 1 - lrate 0.000011, wchange 142594382.91576207, angledelta  0.0 deg
step 2 - lrate 0.000011, wchange 20161550335688460.00000000, angledelta  0.0 deg
Lowering learning rate to 7.56781e-06 and starting again.
step 1 - lrate 0.000008, wchange 742351.61263307, angledelta  0.0 deg
step 2 - lrate 0.000008, wchange 552326845366.74182129, angledelta  0.0 deg
step 3 - lrate 0.000006, wchange 27013178442328988.00000000, angledelta  1.2 deg
Lowering learning rate to 4.35906e-06 and starting again.
step 1 - lrate 0.000004, wchange 2341.13288290, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 5584269.94658421, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 13470490127.66810417, angledelta  6.1 deg
step 4 - lrate 0.000003, wchange 6514081478144.61230469, angledelta  6.1 deg
step 5 - lrate 0.000003, wchange 876867608635413.37500000, angledelta  6.1 deg
Lowering learning rate to 2.00865e-06 and starting again.
step 1 - lrate 0.000002, wchange 50.68024878, angledelta  0.0 deg
step 2 - lrate 0.000002, wchange 911.20630109, angledelta  0.0 deg
step 3 - lrate 0.000002, wchange 32988.10745076, angledelta 45.2 deg
step 4 - lrate 0.000002, wchange 1194267.11348375, angledelta 45.2 deg
step 5 - lrate 0.000002, wchange 43236008.40981891, angledelta 45.2 deg
step 6 - lrate 0.000002, wchange 1565271645.63734794, angledelta 45.2 deg
step 7 - lrate 0.000002, wchange 23090813280.00219727, angledelta 45.2 deg
step 8 - lrate 0.000001, wchange 184424618052.76910400, angledelta 45.2 deg
step 9 - lrate 0.000001, wchange 897395214119.00427246, angledelta 45.2 deg
step 10 - lrate 0.000001, wchange 2928115520630.76855469, angledelta 45.2 deg
step 11 - lrate 0.000001, wchange 6924946444870.47949219, angledelta 45.2 deg
step 12 - lrate 0.000001, wchange 12641818743502.61523438, angledelta 45.2 deg
step 13 - lrate 0.000000, wchange 18743416198449.16406250, angledelta 45.2 deg
step 14 - lrate 0.000000, wchange 23514633255667.72265625, angledelta 45.2 deg
step 15 - lrate 0.000000, wchange 25799747520658.99609375, angledelta 45.2 deg
step 16 - lrate 0.000000, wchange 25422008971855.09765625, angledelta 45.2 deg
step 17 - lrate 0.000000, wchange 22982353641883.50390625, angledelta 45.2 deg
step 18 - lrate 0.000000, wchange 19391413891556.00390625, angledelta 45.2 deg
step 19 - lrate 0.000000, wchange 15482044257214.64648438, angledelta 45.2 deg
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