
Input data size [72,1041500] = 72 channels, 1041500 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 200 frames per ICA weight ((5184)^2 = 1041500 weights, Initial learning rate will be 0.001, block size 70.
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: -4.73468 to 7.71204
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 30914786022024204.00000000, angledelta  0.0 deg
Lowering learning rate to 1.31386e-05 and starting again.
step 1 - lrate 0.000013, wchange 758035505689.02832031, angledelta  0.0 deg
Lowering learning rate to 9.45977e-06 and starting again.
step 1 - lrate 0.000009, wchange 358452844.14999157, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 50022139.25701204, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 2499898072658840.50000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 348747.21994413, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 122018489300.40841675, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 3290466918748266.00000000, angledelta  1.0 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 1510.03825631, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 2317107.69534097, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 3618681194.18509817, angledelta  7.6 deg
step 4 - lrate 0.000003, wchange 1226461590011.63549805, angledelta  7.6 deg
step 5 - lrate 0.000002, wchange 123868209605411.15625000, angledelta  7.6 deg
step 6 - lrate 0.000002, wchange 4676632241893534.00000000, angledelta  7.6 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 33.15721209, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 124.69641189, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 1875.73202308, angledelta 60.0 deg
step 4 - lrate 0.000001, wchange 28219.69143542, angledelta 60.0 deg
step 5 - lrate 0.000001, wchange 394508.63747572, angledelta  0.0 deg
step 6 - lrate 0.000001, wchange 5622014.83127432, angledelta  0.1 deg
step 7 - lrate 0.000001, wchange 80117515.93683447, angledelta  0.1 deg
step 8 - lrate 0.000001, wchange 1141728887.67940021, angledelta  0.1 deg
step 9 - lrate 0.000001, wchange 7581444311.17902184, angledelta  0.2 deg
step 10 - lrate 0.000001, wchange 31784659574.32335281, angledelta  0.2 deg
step 11 - lrate 0.000001, wchange 91981063469.21513367, angledelta  0.2 deg
step 12 - lrate 0.000001, wchange 197511665998.74288940, angledelta  0.3 deg
step 13 - lrate 0.000000, wchange 333653088789.99584961, angledelta  0.3 deg
step 14 - lrate 0.000000, wchange 464841131475.42639160, angledelta  0.3 deg
step 15 - lrate 0.000000, wchange 554804890750.68835449, angledelta  0.3 deg
step 16 - lrate 0.000000, wchange 584919145290.69152832, angledelta  0.3 deg
step 17 - lrate 0.000000, wchange 558285882926.96484375, angledelta  0.4 deg
step 18 - lrate 0.000000, wchange 492043608559.42016602, angledelta  0.4 deg
step 19 - lrate 0.000000, wchange 406838744166.26599121, angledelta  0.4 deg
step 20 - lrate 0.000000, wchange 319620631207.74615479, angledelta  0.4 deg
step 21 - lrate 0.000000, wchange 241027879623.46740723, angledelta  0.4 deg
step 22 - lrate 0.000000, wchange 175900073472.59078979, angledelta  0.4 deg
step 23 - lrate 0.000000, wchange 125046589617.74348450, angledelta  0.4 deg
step 24 - lrate 0.000000, wchange 87048083764.82710266, angledelta  0.4 deg
step 25 - lrate 0.000000, wchange 59586720044.61151886, angledelta  0.4 deg
step 26 - lrate 0.000000, wchange 40243948301.50531006, angledelta  0.4 deg
step 27 - lrate 0.000000, wchange 26889275890.18027115, angledelta  0.4 deg
step 28 - lrate 0.000000, wchange 17812266833.09438705, angledelta  0.4 deg
step 29 - lrate 0.000000, wchange 11718388098.57655525, angledelta  0.4 deg
step 30 - lrate 0.000000, wchange 7666962560.53108120, angledelta  0.4 deg
step 31 - lrate 0.000000, wchange 4994177156.78041172, angledelta  0.4 deg
step 32 - lrate 0.000000, wchange 3241698622.96736336, angledelta  0.4 deg
step 33 - lrate 0.000000, wchange 2098242436.55566859, angledelta  0.4 deg
step 34 - lrate 0.000000, wchange 1355058900.03718591, angledelta  0.4 deg
step 35 - lrate 0.000000, wchange 873526972.36678255, angledelta  0.4 deg
step 36 - lrate 0.000000, wchange 879155933.64520764, angledelta  0.4 deg
step 37 - lrate 0.000000, wchange 884821119.49850225, angledelta  0.4 deg
step 38 - lrate 0.000000, wchange 890522977.99512219, angledelta  0.4 deg
step 39 - lrate 0.000000, wchange 896261233.81450725, angledelta  0.4 deg
step 40 - lrate 0.000000, wchange 902036710.16032457, angledelta  0.4 deg
step 41 - lrate 0.000000, wchange 907849230.56082034, angledelta  0.4 deg
step 42 - lrate 0.000000, wchange 913699294.36252809, angledelta  0.4 deg
