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- Input data size [72,921000] = 72 channels, 921000 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 177 frames per ICA weight ((5184)^2 = 921000 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: -3.70173 to 3.56758
- 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 15773319175351306.00000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 469558071853.60540771, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 253949347.43475232, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 36681951.24625463, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 1343445122451996.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 278871.52884091, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 78049351607.01095581, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 1757656648203357.75000000, angledelta 0.6 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1326.64885510, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 1785731.84692523, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 2452473753.31802034, angledelta 8.1 deg
- step 4 - lrate 0.000003, wchange 748170549979.51257324, angledelta 8.1 deg
- step 5 - lrate 0.000003, wchange 69388318966884.33593750, angledelta 8.1 deg
- step 6 - lrate 0.000002, wchange 2440226526794103.00000000, angledelta 8.1 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 32.70234754, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 111.54802054, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 1600.30447772, angledelta 60.8 deg
- step 4 - lrate 0.000001, wchange 21351.55815230, angledelta 0.0 deg
- step 5 - lrate 0.000001, wchange 290474.13963880, angledelta 0.1 deg
- step 6 - lrate 0.000001, wchange 3951712.99784108, angledelta 0.1 deg
- step 7 - lrate 0.000001, wchange 53760502.96503664, angledelta 0.1 deg
- step 8 - lrate 0.000001, wchange 731376927.24660492, angledelta 0.1 deg
- step 9 - lrate 0.000001, wchange 9949910672.89651680, angledelta 0.1 deg
- step 10 - lrate 0.000001, wchange 63478651704.05332184, angledelta 0.1 deg
- step 11 - lrate 0.000001, wchange 257676732723.80679321, angledelta 0.2 deg
- step 12 - lrate 0.000001, wchange 726547714548.43481445, angledelta 0.2 deg
- step 13 - lrate 0.000001, wchange 1527813338647.24414062, angledelta 0.2 deg
- step 14 - lrate 0.000000, wchange 2537814140025.74169922, angledelta 0.2 deg
- step 15 - lrate 0.000000, wchange 3488042673826.85107422, angledelta 0.2 deg
- step 16 - lrate 0.000000, wchange 4117863757650.29687500, angledelta 0.2 deg
- step 17 - lrate 0.000000, wchange 4303251275643.30126953, angledelta 0.2 deg
- step 18 - lrate 0.000000, wchange 4078120925880.85791016, angledelta 0.2 deg
- step 19 - lrate 0.000000, wchange 3573549900711.01904297, angledelta 0.2 deg
- step 20 - lrate 0.000000, wchange 2940953028371.77685547, angledelta 0.2 deg
- step 21 - lrate 0.000000, wchange 2301741483991.47851562, angledelta 0.2 deg
- step 22 - lrate 0.000000, wchange 1730444107860.21191406, angledelta 0.2 deg
- step 23 - lrate 0.000000, wchange 1259736441554.78784180, angledelta 0.2 deg
- step 24 - lrate 0.000000, wchange 893749353554.25109863, angledelta 0.2 deg
- step 25 - lrate 0.000000, wchange 621156423900.64160156, angledelta 0.2 deg
- step 26 - lrate 0.000000, wchange 424644660758.61456299, angledelta 0.2 deg
- step 27 - lrate 0.000000, wchange 286497690073.56274414, angledelta 0.2 deg
- step 28 - lrate 0.000000, wchange 191264193314.38922119, angledelta 0.2 deg
- step 29 - lrate 0.000000, wchange 126613387526.52291870, angledelta 0.2 deg
- step 30 - lrate 0.000000, wchange 83251691665.98960876, angledelta 0.2 deg
- step 31 - lrate 0.000000, wchange 54445054523.66315460, angledelta 0.2 deg
- step 32 - lrate 0.000000, wchange 35452502261.58550262, angledelta 0.2 deg
- step 33 - lrate 0.000000, wchange 23005628461.17186356, angledelta 0.2 deg
- step 34 - lrate 0.000000, wchange 14887452213.52986717, angledelta 0.2 deg
- step 35 - lrate 0.000000, wchange 9612637145.72711754, angledelta 0.2 deg
- step 36 - lrate 0.000000, wchange 6195808780.89671612, angledelta 0.2 deg
- step 37 - lrate 0.000000, wchange 3987859971.33376789, angledelta 0.2 deg
- step 38 - lrate 0.000000, wchange 2563821910.81234312, angledelta 0.2 deg
- step 39 - lrate 0.000000, wchange 1646806609.53765297, angledelta 0.2 deg
- step 40 - lrate 0.000000, wchange 1057016524.55036640, angledelta 0.2 deg
- step 41 - lrate 0.000000, wchange 678062378.87947536, angledelta 0.2 deg
- step 42 - lrate 0.000000, wchange 679462118.77097356, angledelta 0.2 deg
- step 43 - lrate 0.000000, wchange 680866435.04760444, angledelta 0.2 deg
- step 44 - lrate 0.000000, wchange 682271989.37576604, angledelta 0.2 deg
- step 45 - lrate 0.000000, wchange 683680133.29900980, angledelta 0.2 deg
- step 46 - lrate 0.000000, wchange 685093112.13336682, angledelta 0.2 deg
- step 47 - lrate 0.000000, wchange 686504947.54863179, angledelta 0.2 deg
- step 48 - lrate 0.000000, wchange 687923397.87450504, angledelta 0.2 deg
- step 49 - lrate 0.000000, wchange 689344108.95004499, angledelta 0.2 deg
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