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- Input data size [72,1088500] = 72 channels, 1088500 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 209 frames per ICA weight ((5184)^2 = 1088500 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: -3.83808 to 3.35865
- 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 3266326279939634.50000000, angledelta 0.0 deg
- Lowering learning rate to 1.18247e-05 and starting again.
- step 1 - lrate 0.000012, wchange 149674997363.34146118, angledelta 0.0 deg
- Lowering learning rate to 8.51379e-06 and starting again.
- step 1 - lrate 0.000009, wchange 111418919.06431744, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 11961979968480322.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.12993e-06 and starting again.
- step 1 - lrate 0.000006, wchange 621255.22805715, angledelta 0.0 deg
- step 2 - lrate 0.000006, wchange 386904472774.19482422, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 15779495386962152.00000000, angledelta 0.4 deg
- Lowering learning rate to 3.53084e-06 and starting again.
- step 1 - lrate 0.000004, wchange 2111.17372898, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 4538193.96057936, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 9879473804.53178787, angledelta 6.4 deg
- step 4 - lrate 0.000003, wchange 4393279107043.93994141, angledelta 6.4 deg
- step 5 - lrate 0.000002, wchange 551593423054778.31250000, angledelta 6.4 deg
- step 6 - lrate 0.000002, wchange 22485495311932024.00000000, angledelta 6.4 deg
- Lowering learning rate to 1.30161e-06 and starting again.
- step 1 - lrate 0.000001, wchange 34.97669787, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 165.92983133, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 2821.27100494, angledelta 58.1 deg
- step 4 - lrate 0.000001, wchange 47973.96828780, angledelta 58.1 deg
- step 5 - lrate 0.000001, wchange 815768.49040663, angledelta 58.1 deg
- step 6 - lrate 0.000001, wchange 13871653.43005267, angledelta 58.1 deg
- step 7 - lrate 0.000001, wchange 235879139.37238055, angledelta 58.1 deg
- step 8 - lrate 0.000001, wchange 4010983071.69645548, angledelta 58.1 deg
- step 9 - lrate 0.000001, wchange 31009039657.88490677, angledelta 58.1 deg
- step 10 - lrate 0.000001, wchange 146973541744.96957397, angledelta 58.1 deg
- step 11 - lrate 0.000001, wchange 469509792985.35906982, angledelta 58.1 deg
- step 12 - lrate 0.000001, wchange 1091611426723.37573242, angledelta 58.1 deg
- step 13 - lrate 0.000000, wchange 1965647741123.14843750, angledelta 58.1 deg
- step 14 - lrate 0.000000, wchange 2882422378890.90966797, angledelta 58.1 deg
- step 15 - lrate 0.000000, wchange 3584260551091.21142578, angledelta 58.1 deg
- step 16 - lrate 0.000000, wchange 3904666645171.87890625, angledelta 58.1 deg
- step 17 - lrate 0.000000, wchange 3825544910715.62158203, angledelta 58.1 deg
- step 18 - lrate 0.000000, wchange 3442537123463.18798828, angledelta 58.1 deg
- step 19 - lrate 0.000000, wchange 2893921964285.82177734, angledelta 58.1 deg
- step 20 - lrate 0.000000, wchange 2303670038092.34667969, angledelta 58.1 deg
- step 21 - lrate 0.000000, wchange 1755475767212.83129883, angledelta 58.1 deg
- step 22 - lrate 0.000000, wchange 1291822209496.10742188, angledelta 58.1 deg
- step 23 - lrate 0.000000, wchange 924442220929.87768555, angledelta 58.1 deg
- step 24 - lrate 0.000000, wchange 646924069889.90393066, angledelta 58.1 deg
- step 25 - lrate 0.000000, wchange 444698297239.05908203, angledelta 58.1 deg
- step 26 - lrate 0.000000, wchange 301347436468.38562012, angledelta 58.1 deg
- step 27 - lrate 0.000000, wchange 201884628174.32995605, angledelta 58.1 deg
- step 28 - lrate 0.000000, wchange 134017093547.30549622, angledelta 58.1 deg
- step 29 - lrate 0.000000, wchange 88316429263.46823120, angledelta 58.1 deg
- step 30 - lrate 0.000000, wchange 57860840648.82678986, angledelta 58.1 deg
- step 31 - lrate 0.000000, wchange 37730428744.22132874, angledelta 58.1 deg
- step 32 - lrate 0.000000, wchange 24512136065.31947327, angledelta 58.1 deg
- step 33 - lrate 0.000000, wchange 15876759302.31015587, angledelta 58.1 deg
- step 34 - lrate 0.000000, wchange 10258899750.03854752, angledelta 58.1 deg
- step 35 - lrate 0.000000, wchange 6616310137.66865444, angledelta 58.1 deg
- step 36 - lrate 0.000000, wchange 4260504348.70871449, angledelta 58.1 deg
- step 37 - lrate 0.000000, wchange 2740052690.34920740, angledelta 58.1 deg
- step 38 - lrate 0.000000, wchange 1760553230.66465521, angledelta 58.1 deg
- step 39 - lrate 0.000000, wchange 1130315522.26030087, angledelta 58.1 deg
- step 40 - lrate 0.000000, wchange 725214137.90681159, angledelta 58.1 deg
- step 41 - lrate 0.000000, wchange 726826440.98721898, angledelta 58.1 deg
- step 42 - lrate 0.000000, wchange 728464425.81061065, angledelta 58.1 deg
- step 43 - lrate 0.000000, wchange 730087373.32936203, angledelta 58.1 deg
- step 44 - lrate 0.000000, wchange 731712636.00778627, angledelta 58.1 deg
- step 45 - lrate 0.000000, wchange 733349496.14221537, angledelta 58.1 deg
- step 46 - lrate 0.000000, wchange 734994787.97975802, angledelta 58.1 deg
- step 47 - lrate 0.000000, wchange 736638655.66722620, angledelta 58.1 deg
- step 48 - lrate 0.000000, wchange 738271891.02439880, angledelta 58.1 deg
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