
Input data size [72,1074000] = 72 channels, 1074000 frames
Finding 72 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 207 frames per ICA weight ((5184)^2 = 1074000 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: -6.48445 to 5.82477
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.
Lowering learning rate to 1.64232e-05 and starting again.
step 1 - lrate 0.000016, wchange 2038488951179304.50000000, angledelta  0.0 deg
Lowering learning rate to 1.18247e-05 and starting again.
step 1 - lrate 0.000012, wchange 106088384032.90242004, angledelta  0.0 deg
Lowering learning rate to 8.51379e-06 and starting again.
step 1 - lrate 0.000009, wchange 86957941.50498930, angledelta  0.0 deg
step 2 - lrate 0.000009, wchange 7463465531998032.00000000, angledelta  0.0 deg
Lowering learning rate to 6.12993e-06 and starting again.
step 1 - lrate 0.000006, wchange 519594.05023349, angledelta  0.0 deg
step 2 - lrate 0.000006, wchange 270700073412.15759277, angledelta  0.0 deg
step 3 - lrate 0.000005, wchange 9885762227569986.00000000, angledelta  0.8 deg
Lowering learning rate to 3.53084e-06 and starting again.
step 1 - lrate 0.000004, wchange 1902.64987555, angledelta  0.0 deg
step 2 - lrate 0.000004, wchange 3686239.18160195, angledelta  0.0 deg
step 3 - lrate 0.000004, wchange 7240798688.42056751, angledelta  6.7 deg
step 4 - lrate 0.000003, wchange 2960477239355.35058594, angledelta  6.7 deg
step 5 - lrate 0.000002, wchange 347771638531940.62500000, angledelta  6.7 deg
step 6 - lrate 0.000002, wchange 14316475258605570.00000000, angledelta  6.8 deg
Lowering learning rate to 1.30161e-06 and starting again.
step 1 - lrate 0.000001, wchange 33.99997518, angledelta  0.0 deg
step 2 - lrate 0.000001, wchange 151.94249557, angledelta  0.0 deg
step 3 - lrate 0.000001, wchange 2487.30013615, angledelta 58.5 deg
step 4 - lrate 0.000001, wchange 40721.95447921, angledelta 58.5 deg
step 5 - lrate 0.000001, wchange 666698.73090579, angledelta 58.5 deg
step 6 - lrate 0.000001, wchange 10915174.47192718, angledelta 58.5 deg
step 7 - lrate 0.000001, wchange 178702961.37336579, angledelta 58.5 deg
step 8 - lrate 0.000001, wchange 2925720477.06879807, angledelta 58.5 deg
step 9 - lrate 0.000001, wchange 21893517382.79607773, angledelta 58.5 deg
step 10 - lrate 0.000001, wchange 101075359531.22399902, angledelta 58.5 deg
step 11 - lrate 0.000001, wchange 316118663646.52368164, angledelta 58.5 deg
step 12 - lrate 0.000001, wchange 722561395346.94702148, angledelta 58.5 deg
step 13 - lrate 0.000000, wchange 1283441017258.42065430, angledelta 58.5 deg
step 14 - lrate 0.000000, wchange 1861569629535.76733398, angledelta 58.5 deg
step 15 - lrate 0.000000, wchange 2294762619279.51025391, angledelta 58.5 deg
step 16 - lrate 0.000000, wchange 2482680754170.42529297, angledelta 58.5 deg
step 17 - lrate 0.000000, wchange 2419145220418.12988281, angledelta 58.5 deg
step 18 - lrate 0.000000, wchange 2167635228587.19970703, angledelta 58.5 deg
step 19 - lrate 0.000000, wchange 1816084326179.97583008, angledelta 58.5 deg
step 20 - lrate 0.000000, wchange 1441864499178.17846680, angledelta 58.5 deg
step 21 - lrate 0.000000, wchange 1096502076493.80737305, angledelta 58.5 deg
step 22 - lrate 0.000000, wchange 805606616462.62841797, angledelta 58.5 deg
step 23 - lrate 0.000000, wchange 575778661413.05383301, angledelta 58.5 deg
step 24 - lrate 0.000000, wchange 402532688037.59600830, angledelta 58.5 deg
step 25 - lrate 0.000000, wchange 276487034244.50744629, angledelta 58.5 deg
step 26 - lrate 0.000000, wchange 187244780514.75765991, angledelta 58.5 deg
step 27 - lrate 0.000000, wchange 125381962990.55091858, angledelta 58.5 deg
step 28 - lrate 0.000000, wchange 83201615878.00215149, angledelta 58.5 deg
step 29 - lrate 0.000000, wchange 54813062887.32147217, angledelta 58.5 deg
step 30 - lrate 0.000000, wchange 35902519619.23728180, angledelta 58.5 deg
step 31 - lrate 0.000000, wchange 23407332773.94123840, angledelta 58.5 deg
step 32 - lrate 0.000000, wchange 15204400896.99439621, angledelta 58.5 deg
step 33 - lrate 0.000000, wchange 9846876778.92041397, angledelta 58.5 deg
step 34 - lrate 0.000000, wchange 6362089632.45962620, angledelta 58.5 deg
step 35 - lrate 0.000000, wchange 4102759515.94386148, angledelta 58.5 deg
step 36 - lrate 0.000000, wchange 2641751693.59208202, angledelta 58.5 deg
step 37 - lrate 0.000000, wchange 1698955008.51183677, angledelta 58.5 deg
step 38 - lrate 0.000000, wchange 1091566251.49766874, angledelta 58.5 deg
step 39 - lrate 0.000000, wchange 700775713.12126696, angledelta 58.5 deg
step 40 - lrate 0.000000, wchange 702713852.28883064, angledelta 58.5 deg
step 41 - lrate 0.000000, wchange 704657288.22682488, angledelta 58.5 deg
step 42 - lrate 0.000000, wchange 706606611.23800075, angledelta 58.5 deg
step 43 - lrate 0.000000, wchange 708563648.80337584, angledelta 58.5 deg
step 44 - lrate 0.000000, wchange 710523042.21693766, angledelta 58.5 deg
step 45 - lrate 0.000000, wchange 712489222.14422083, angledelta 58.5 deg
step 46 - lrate 0.000000, wchange 714461924.96257186, angledelta 58.5 deg
step 47 - lrate 0.000000, wchange 716439717.94670546, angledelta 58.5 deg
step 48 - lrate 0.000000, wchange 718424866.85643506, angledelta 58.5 deg
step 49 - lrate 0.000000, wchange 720410472.22368014, angledelta 58.5 deg
step 50 - lrate 0.000000, wchange 722402993.83470094, angledelta 58.5 deg
step 51 - lrate 0.000000, wchange 724402076.27936137, angledelta 58.5 deg
step 52 - lrate 0.000000, wchange 726406410.00801992, angledelta 58.5 deg
step 53 - lrate 0.000000, wchange 728411681.97358453, angledelta 58.5 deg
