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- Input data size [72,968500] = 72 channels, 968500 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 = 968500 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: -3.48207 to 3.5789
- 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 2176684680427111.75000000, angledelta 0.0 deg
- Lowering learning rate to 1.31386e-05 and starting again.
- step 1 - lrate 0.000013, wchange 111516725003.65315247, angledelta 0.0 deg
- Lowering learning rate to 9.45977e-06 and starting again.
- step 1 - lrate 0.000009, wchange 90158031.53455392, angledelta 0.0 deg
- step 2 - lrate 0.000009, wchange 7919205522917860.00000000, angledelta 0.0 deg
- Lowering learning rate to 6.81103e-06 and starting again.
- step 1 - lrate 0.000007, wchange 533366.08723862, angledelta 0.0 deg
- step 2 - lrate 0.000007, wchange 285230051282.32305908, angledelta 0.0 deg
- step 3 - lrate 0.000005, wchange 10461427810764576.00000000, angledelta 1.6 deg
- Lowering learning rate to 3.92315e-06 and starting again.
- step 1 - lrate 0.000004, wchange 1932.57446061, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 3800695.40413054, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 7579321920.84836674, angledelta 6.8 deg
- step 4 - lrate 0.000003, wchange 3137438320496.61718750, angledelta 6.8 deg
- step 5 - lrate 0.000003, wchange 371981225273497.56250000, angledelta 6.8 deg
- step 6 - lrate 0.000002, wchange 15062390063541478.00000000, angledelta 7.0 deg
- Lowering learning rate to 1.44623e-06 and starting again.
- step 1 - lrate 0.000001, wchange 34.73319041, angledelta 0.0 deg
- step 2 - lrate 0.000001, wchange 153.93047889, angledelta 0.0 deg
- step 3 - lrate 0.000001, wchange 2534.02592390, angledelta 58.7 deg
- step 4 - lrate 0.000001, wchange 41719.67117258, angledelta 58.7 deg
- step 5 - lrate 0.000001, wchange 686864.38559892, angledelta 58.7 deg
- step 6 - lrate 0.000001, wchange 11308399.52390267, angledelta 58.7 deg
- step 7 - lrate 0.000001, wchange 186179258.13506761, angledelta 58.7 deg
- step 8 - lrate 0.000001, wchange 3065218521.93107080, angledelta 58.7 deg
- step 9 - lrate 0.000001, wchange 23048077316.55403519, angledelta 58.7 deg
- step 10 - lrate 0.000001, wchange 106819764405.65599060, angledelta 58.7 deg
- step 11 - lrate 0.000001, wchange 335131444044.97131348, angledelta 58.7 deg
- step 12 - lrate 0.000001, wchange 767945801700.80456543, angledelta 58.7 deg
- step 13 - lrate 0.000000, wchange 1366792260713.38476562, angledelta 58.7 deg
- step 14 - lrate 0.000000, wchange 1985614722588.76196289, angledelta 58.7 deg
- step 15 - lrate 0.000000, wchange 2450708307099.98876953, angledelta 58.7 deg
- step 16 - lrate 0.000000, wchange 2653923685667.71875000, angledelta 58.7 deg
- step 17 - lrate 0.000000, wchange 2587862241200.80078125, angledelta 58.7 deg
- step 18 - lrate 0.000000, wchange 2320041672292.85742188, angledelta 58.7 deg
- step 19 - lrate 0.000000, wchange 1944527426733.81030273, angledelta 58.7 deg
- step 20 - lrate 0.000000, wchange 1544268166376.39184570, angledelta 58.7 deg
- step 21 - lrate 0.000000, wchange 1174603909394.81469727, angledelta 58.7 deg
- step 22 - lrate 0.000000, wchange 863107099791.11950684, angledelta 58.7 deg
- step 23 - lrate 0.000000, wchange 616933471901.42053223, angledelta 58.7 deg
- step 24 - lrate 0.000000, wchange 431332001855.67443848, angledelta 58.7 deg
- step 25 - lrate 0.000000, wchange 296281458434.44189453, angledelta 58.7 deg
- step 26 - lrate 0.000000, wchange 200656060187.43539429, angledelta 58.7 deg
- step 27 - lrate 0.000000, wchange 134365531462.85317993, angledelta 58.7 deg
- step 28 - lrate 0.000000, wchange 89164201782.70318604, angledelta 58.7 deg
- step 29 - lrate 0.000000, wchange 58741967217.89012909, angledelta 58.7 deg
- step 30 - lrate 0.000000, wchange 38475875882.18051147, angledelta 58.7 deg
- step 31 - lrate 0.000000, wchange 25085227449.31745148, angledelta 58.7 deg
- step 32 - lrate 0.000000, wchange 16294385832.50665092, angledelta 58.7 deg
- step 33 - lrate 0.000000, wchange 10552824453.43805885, angledelta 58.7 deg
- step 34 - lrate 0.000000, wchange 6818183320.32166767, angledelta 58.7 deg
- step 35 - lrate 0.000000, wchange 4396872679.12612152, angledelta 58.7 deg
- step 36 - lrate 0.000000, wchange 2831148536.86801720, angledelta 58.7 deg
- step 37 - lrate 0.000000, wchange 1820761867.89189649, angledelta 58.7 deg
- step 38 - lrate 0.000000, wchange 1169827351.49727488, angledelta 58.7 deg
- step 39 - lrate 0.000000, wchange 751016851.38853920, angledelta 58.7 deg
- step 40 - lrate 0.000000, wchange 753096944.01398814, angledelta 58.7 deg
- step 41 - lrate 0.000000, wchange 755179993.59408414, angledelta 58.7 deg
- step 42 - lrate 0.000000, wchange 757270273.23863542, angledelta 58.7 deg
- step 43 - lrate 0.000000, wchange 759364824.05201626, angledelta 58.7 deg
- step 44 - lrate 0.000000, wchange 761465865.71936977, angledelta 58.7 deg
- step 45 - lrate 0.000000, wchange 763578011.46159351, angledelta 58.7 deg
- step 46 - lrate 0.000000, wchange 765690467.57328749, angledelta 58.7 deg
- step 47 - lrate 0.000000, wchange 767806679.49159360, angledelta 58.7 deg
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