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- Input data size [72,965000] = 72 channels, 965000 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 186 frames per ICA weight ((5184)^2 = 965000 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: -6.69358 to 7.34816
- 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 1924191510559429.25000000, angledelta 0.0 deg
- Lowering learning rate to 1.31386e-05 and starting again.
- step 1 - lrate 0.000013, wchange 101671536307.20246887, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 84352183.57686862, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 7060997973909346.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 508374.93428392, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 259143166280.65985107, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 9369087789917312.00000000, angledelta 0.5 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1879.51824662, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 3594238.49640014, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 6972434440.88621235, angledelta 6.8 deg
- step 4 - lrate 0.000003, wchange 2821839731634.43750000, angledelta 6.8 deg
- step 5 - lrate 0.000003, wchange 328875267454488.87500000, angledelta 6.8 deg
- step 6 - lrate 0.000002, wchange 13671755033002314.00000000, angledelta 6.9 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 34.65056122, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 150.32558676, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 2449.62370978, angledelta 58.9 deg
- step 4 - lrate 0.000001, wchange 39921.70428961, angledelta 58.9 deg
- step 5 - lrate 0.000001, wchange 650607.32561843, angledelta 58.9 deg
- step 6 - lrate 0.000001, wchange 10603001.93578096, angledelta 58.9 deg
- step 7 - lrate 0.000001, wchange 172798012.05179542, angledelta 58.9 deg
- step 8 - lrate 0.000001, wchange 2816103768.93217373, angledelta 58.9 deg
- step 9 - lrate 0.000001, wchange 20990354617.79755783, angledelta 58.9 deg
- step 10 - lrate 0.000001, wchange 96598242491.45799255, angledelta 58.9 deg
- step 11 - lrate 0.000001, wchange 301344113145.81781006, angledelta 58.9 deg
- step 12 - lrate 0.000001, wchange 687376057677.28088379, angledelta 58.9 deg
- step 13 - lrate 0.000000, wchange 1218934397257.74487305, angledelta 58.9 deg
- step 14 - lrate 0.000000, wchange 1765687192633.94165039, angledelta 58.9 deg
- step 15 - lrate 0.000000, wchange 2174307228966.65991211, angledelta 58.9 deg
- step 16 - lrate 0.000000, wchange 2350444115591.58300781, angledelta 58.9 deg
- step 17 - lrate 0.000000, wchange 2288839681948.79101562, angledelta 58.9 deg
- step 18 - lrate 0.000000, wchange 2049869914529.60546875, angledelta 58.9 deg
- step 19 - lrate 0.000000, wchange 1716776571622.02124023, angledelta 58.9 deg
- step 20 - lrate 0.000000, wchange 1362627261027.83154297, angledelta 58.9 deg
- step 21 - lrate 0.000000, wchange 1036018031483.06628418, angledelta 58.9 deg
- step 22 - lrate 0.000000, wchange 761041961880.00000000, angledelta 58.9 deg
- step 23 - lrate 0.000000, wchange 543859360458.02453613, angledelta 58.9 deg
- step 24 - lrate 0.000000, wchange 380180606110.23944092, angledelta 58.9 deg
- step 25 - lrate 0.000000, wchange 261114441860.71801758, angledelta 58.9 deg
- step 26 - lrate 0.000000, wchange 176824341376.46514893, angledelta 58.9 deg
- step 27 - lrate 0.000000, wchange 118399191831.11781311, angledelta 58.9 deg
- step 28 - lrate 0.000000, wchange 78565147085.90963745, angledelta 58.9 deg
- step 29 - lrate 0.000000, wchange 51757386895.60446167, angledelta 58.9 deg
- step 30 - lrate 0.000000, wchange 33900085915.92708969, angledelta 58.9 deg
- step 31 - lrate 0.000000, wchange 22101481438.72217941, angledelta 58.9 deg
- step 32 - lrate 0.000000, wchange 14355955241.64525223, angledelta 58.9 deg
- step 33 - lrate 0.000000, wchange 9297320479.49819756, angledelta 58.9 deg
- step 34 - lrate 0.000000, wchange 6006958824.22737026, angledelta 58.9 deg
- step 35 - lrate 0.000000, wchange 3873720328.72903347, angledelta 58.9 deg
- step 36 - lrate 0.000000, wchange 2494266049.84080791, angledelta 58.9 deg
- step 37 - lrate 0.000000, wchange 1604097074.50984788, angledelta 58.9 deg
- step 38 - lrate 0.000000, wchange 1030615475.75665975, angledelta 58.9 deg
- step 39 - lrate 0.000000, wchange 661645269.08540511, angledelta 58.9 deg
- step 40 - lrate 0.000000, wchange 663473720.04879379, angledelta 58.9 deg
- step 41 - lrate 0.000000, wchange 665308892.55559182, angledelta 58.9 deg
- step 42 - lrate 0.000000, wchange 667147257.56300664, angledelta 58.9 deg
- step 43 - lrate 0.000000, wchange 668993670.45377862, angledelta 58.9 deg
- step 44 - lrate 0.000000, wchange 670842358.75405061, angledelta 58.9 deg
- step 45 - lrate 0.000000, wchange 672698155.01813197, angledelta 58.9 deg
- step 46 - lrate 0.000000, wchange 674556821.97376084, angledelta 58.9 deg
- step 47 - lrate 0.000000, wchange 676422373.11221373, angledelta 58.9 deg
- step 48 - lrate 0.000000, wchange 678292603.15860057, angledelta 58.9 deg
- step 49 - lrate 0.000000, wchange 680168145.12421227, angledelta 58.9 deg
- step 50 - lrate 0.000000, wchange 682047451.56555068, angledelta 58.9 deg
- step 51 - lrate 0.000000, wchange 683932619.72538531, angledelta 58.9 deg
- step 52 - lrate 0.000000, wchange 685824666.58113217, angledelta 58.9 deg
- step 53 - lrate 0.000000, wchange 687720160.05419993, angledelta 58.9 deg
- step 54 - lrate 0.000000, wchange 689621958.66342092, angledelta 58.9 deg
- step 55 - lrate 0.000000, wchange 691527914.86620677, angledelta 58.9 deg
- step 56 - lrate 0.000000, wchange 693440185.83590209, angledelta 58.9 deg
- step 57 - lrate 0.000000, wchange 695357416.73832810, angledelta 58.9 deg
- step 58 - lrate 0.000000, wchange 697278533.65300262, angledelta 58.9 deg
- step 59 - lrate 0.000000, wchange 699206853.30386102, angledelta 58.9 deg
- step 60 - lrate 0.000000, wchange 701141112.10950053, angledelta 58.9 deg
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