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- Input data size [72,893500] = 72 channels, 893500 frames
- Finding 72 ICA components using extended ICA.
- Kurtosis will be calculated initially every 1 blocks using 6000 data points.
- Decomposing 172 frames per ICA weight ((5184)^2 = 893500 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: -8.32987 to 9.52484
- 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 5290171458229560.00000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 210690745343.61712646, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 142594388.20662022, angledelta 0.0 deg
- step 2 - lrate 0.000011, wchange 20202309082974892.00000000, angledelta 0.0 deg
- Lowering learning rate to 7.56781e-06 and starting again.
- step 1 - lrate 0.000008, wchange 742348.63950736, angledelta 0.0 deg
- step 2 - lrate 0.000008, wchange 552327954278.48303223, angledelta 0.0 deg
- step 3 - lrate 0.000006, wchange 27105033432827812.00000000, angledelta 2.0 deg
- Lowering learning rate to 4.35906e-06 and starting again.
- step 1 - lrate 0.000004, wchange 2341.23894766, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 5584270.03244687, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 13470490013.25675201, angledelta 6.1 deg
- step 4 - lrate 0.000003, wchange 6514084713868.07226562, angledelta 6.1 deg
- step 5 - lrate 0.000003, wchange 876979659304177.37500000, angledelta 6.1 deg
- Lowering learning rate to 2.00865e-06 and starting again.
- step 1 - lrate 0.000002, wchange 50.70983559, angledelta 0.0 deg
- step 2 - lrate 0.000002, wchange 911.20614233, angledelta 0.0 deg
- step 3 - lrate 0.000002, wchange 32988.10772672, angledelta 45.2 deg
- step 4 - lrate 0.000002, wchange 1194267.10716211, angledelta 45.2 deg
- step 5 - lrate 0.000002, wchange 43236007.47357528, angledelta 45.2 deg
- step 6 - lrate 0.000002, wchange 1565271567.64947104, angledelta 45.2 deg
- step 7 - lrate 0.000002, wchange 23090811205.45621109, angledelta 45.2 deg
- step 8 - lrate 0.000001, wchange 184424597665.14736938, angledelta 45.2 deg
- step 9 - lrate 0.000001, wchange 897395329733.33703613, angledelta 45.2 deg
- step 10 - lrate 0.000001, wchange 2928119526467.22705078, angledelta 45.2 deg
- step 11 - lrate 0.000001, wchange 6924988937688.92773438, angledelta 45.2 deg
- step 12 - lrate 0.000001, wchange 12642043454278.00585938, angledelta 45.2 deg
- step 13 - lrate 0.000000, wchange 18744212459029.52343750, angledelta 45.2 deg
- step 14 - lrate 0.000000, wchange 23516606800836.99218750, angledelta 45.2 deg
- step 15 - lrate 0.000000, wchange 25803341110960.15234375, angledelta 45.2 deg
- step 16 - lrate 0.000000, wchange 25427606934556.25781250, angledelta 45.2 deg
- step 17 - lrate 0.000000, wchange 22989515573855.57031250, angledelta 45.2 deg
- step 18 - lrate 0.000000, wchange 19399332359636.02343750, angledelta 45.2 deg
- step 19 - lrate 0.000000, wchange 15490006824504.72656250, angledelta 45.2 deg
- step 20 - lrate 0.000000, wchange 11833290709022.18945312, angledelta 45.2 deg
- step 21 - lrate 0.000000, wchange 8725506454471.23632812, angledelta 45.2 deg
- step 22 - lrate 0.000000, wchange 6254190765766.82226562, angledelta 45.2 deg
- step 23 - lrate 0.000000, wchange 4382424250182.29394531, angledelta 45.2 deg
- step 24 - lrate 0.000000, wchange 3015657937250.77050781, angledelta 45.2 deg
- step 25 - lrate 0.000000, wchange 2045272306528.05981445, angledelta 45.2 deg
- step 26 - lrate 0.000000, wchange 1371133732728.81347656, angledelta 45.2 deg
- step 27 - lrate 0.000000, wchange 910721726396.54809570, angledelta 45.2 deg
- step 28 - lrate 0.000000, wchange 600424954588.67358398, angledelta 45.2 deg
- step 29 - lrate 0.000000, wchange 393510294026.24609375, angledelta 45.2 deg
- step 30 - lrate 0.000000, wchange 256675404972.96490479, angledelta 45.2 deg
- step 31 - lrate 0.000000, wchange 166788925892.12332153, angledelta 45.2 deg
- step 32 - lrate 0.000000, wchange 108049810339.72052002, angledelta 45.2 deg
- step 33 - lrate 0.000000, wchange 69828649087.71257019, angledelta 45.2 deg
- step 34 - lrate 0.000000, wchange 45039272253.32308197, angledelta 45.2 deg
- step 35 - lrate 0.000000, wchange 29005225330.97663879, angledelta 45.2 deg
- step 36 - lrate 0.000000, wchange 18656245564.03319168, angledelta 45.2 deg
- step 37 - lrate 0.000000, wchange 11987618174.97270775, angledelta 45.2 deg
- step 38 - lrate 0.000000, wchange 7696484281.00069332, angledelta 45.2 deg
- step 39 - lrate 0.000000, wchange 4938329702.12602806, angledelta 45.2 deg
- step 40 - lrate 0.000000, wchange 3167013423.49383211, angledelta 45.2 deg
- step 41 - lrate 0.000000, wchange 2030215043.49247766, angledelta 45.2 deg
- step 42 - lrate 0.000000, wchange 1301030340.65257907, angledelta 45.2 deg
- step 43 - lrate 0.000000, wchange 833535764.55255413, angledelta 45.2 deg
- step 44 - lrate 0.000000, wchange 834299725.91846001, angledelta 45.2 deg
- step 45 - lrate 0.000000, wchange 835074882.01810479, angledelta 45.2 deg
- step 46 - lrate 0.000000, wchange 835852570.33321500, angledelta 45.2 deg
- step 47 - lrate 0.000000, wchange 836626837.80818629, angledelta 45.2 deg
- step 48 - lrate 0.000000, wchange 837409411.64626646, angledelta 45.2 deg
- step 49 - lrate 0.000000, wchange 838181090.26510501, angledelta 45.2 deg
- step 50 - lrate 0.000000, wchange 838966664.80148995, angledelta 45.2 deg
- step 51 - lrate 0.000000, wchange 839745598.22367918, angledelta 45.2 deg
- step 52 - lrate 0.000000, wchange 840518342.24342322, angledelta 45.2 deg
- step 53 - lrate 0.000000, wchange 841300026.31259167, angledelta 45.2 deg
- step 54 - lrate 0.000000, wchange 842087224.29542875, angledelta 45.2 deg
- step 55 - lrate 0.000000, wchange 842866043.59450710, angledelta 45.2 deg
- step 56 - lrate 0.000000, wchange 843653865.50867558, angledelta 45.2 deg
- step 57 - lrate 0.000000, wchange 844428755.91297328, angledelta 45.2 deg
- step 58 - lrate 0.000000, wchange 845220319.93122768, angledelta 45.2 deg
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