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- Input data size [72,887500] = 72 channels, 887500 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 171 frames per ICA weight ((5184)^2 = 887500 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: -43.3329 to 48.8666
- 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 4108469305060544.50000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 176835359555.66217041, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 125693709.28996614, angledelta 0.0 deg
- step 2 - lrate 0.000011, wchange 15330897181095746.00000000, angledelta 0.0 deg
- Lowering learning rate to 7.56781e-06 and starting again.
- step 1 - lrate 0.000008, wchange 677822.69826469, angledelta 0.0 deg
- step 2 - lrate 0.000008, wchange 460527535210.89520264, angledelta 0.0 deg
- step 3 - lrate 0.000006, wchange 20448903996513596.00000000, angledelta 4.8 deg
- Lowering learning rate to 4.35906e-06 and starting again.
- step 1 - lrate 0.000004, wchange 2221.11047337, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 5023871.55843521, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 11500929065.43404007, angledelta 6.3 deg
- step 4 - lrate 0.000003, wchange 5329037177015.48339844, angledelta 6.4 deg
- step 5 - lrate 0.000003, wchange 691641052469219.50000000, angledelta 6.7 deg
- Lowering learning rate to 2.00865e-06 and starting again.
- step 1 - lrate 0.000002, wchange 50.39063519, angledelta 0.0 deg
- step 2 - lrate 0.000002, wchange 864.11177874, angledelta 0.0 deg
- step 3 - lrate 0.000002, wchange 30537.80873483, angledelta 45.8 deg
- step 4 - lrate 0.000002, wchange 1079219.58212569, angledelta 45.8 deg
- step 5 - lrate 0.000002, wchange 38140137.84374724, angledelta 45.8 deg
- step 6 - lrate 0.000002, wchange 1347892884.30729723, angledelta 45.9 deg
- step 7 - lrate 0.000002, wchange 19480459291.75012970, angledelta 45.9 deg
- step 8 - lrate 0.000001, wchange 153031965429.00231934, angledelta 45.9 deg
- step 9 - lrate 0.000001, wchange 734747511776.73608398, angledelta 45.9 deg
- step 10 - lrate 0.000001, wchange 2371665732260.84277344, angledelta 45.9 deg
- step 11 - lrate 0.000001, wchange 5560103310845.23535156, angledelta 45.9 deg
- step 12 - lrate 0.000001, wchange 10077752482261.24804688, angledelta 45.9 deg
- step 13 - lrate 0.000000, wchange 14852576863047.86132812, angledelta 45.9 deg
- step 14 - lrate 0.000000, wchange 18537448376670.12109375, angledelta 45.9 deg
- step 15 - lrate 0.000000, wchange 20246262910434.61328125, angledelta 45.9 deg
- step 16 - lrate 0.000000, wchange 19867893105511.19140625, angledelta 45.9 deg
- step 17 - lrate 0.000000, wchange 17893970613529.50000000, angledelta 45.9 deg
- step 18 - lrate 0.000000, wchange 15046447385219.84375000, angledelta 45.9 deg
- step 19 - lrate 0.000000, wchange 11976181077551.42773438, angledelta 45.9 deg
- step 20 - lrate 0.000000, wchange 9123068391499.99804688, angledelta 45.9 deg
- step 21 - lrate 0.000000, wchange 6710543738832.97949219, angledelta 45.9 deg
- step 22 - lrate 0.000000, wchange 4799471824714.68554688, angledelta 45.9 deg
- step 23 - lrate 0.000000, wchange 3356960772796.27539062, angledelta 45.9 deg
- step 24 - lrate 0.000000, wchange 2306543088884.18115234, angledelta 45.9 deg
- step 25 - lrate 0.000000, wchange 1562220837138.85742188, angledelta 45.9 deg
- step 26 - lrate 0.000000, wchange 1046230094737.17956543, angledelta 45.9 deg
- step 27 - lrate 0.000000, wchange 694345182025.35485840, angledelta 45.9 deg
- step 28 - lrate 0.000000, wchange 457470152516.33679199, angledelta 45.9 deg
- step 29 - lrate 0.000000, wchange 299623029381.95043945, angledelta 45.9 deg
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