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- Input data size [72,891000] = 72 channels, 891000 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 = 891000 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: -1.30332 to 2.46695
- 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 4479807397329345.50000000, angledelta 0.0 deg
- Lowering learning rate to 1.45984e-05 and starting again.
- step 1 - lrate 0.000015, wchange 195957945025.73638916, angledelta 0.0 deg
- Lowering learning rate to 1.05109e-05 and starting again.
- step 1 - lrate 0.000011, wchange 135341458.90713182, angledelta 0.0 deg
- step 2 - lrate 0.000011, wchange 14526832575563984.00000000, angledelta 0.0 deg
- Lowering learning rate to 7.56781e-06 and starting again.
- step 1 - lrate 0.000008, wchange 714936.58629604, angledelta 0.0 deg
- step 2 - lrate 0.000008, wchange 512302215464.37408447, angledelta 0.0 deg
- step 3 - lrate 0.000006, wchange 18134629490188996.00000000, angledelta 0.5 deg
- Lowering learning rate to 4.35906e-06 and starting again.
- step 1 - lrate 0.000004, wchange 2290.68472652, angledelta 0.0 deg
- step 2 - lrate 0.000004, wchange 5345187.12089221, angledelta 0.0 deg
- step 3 - lrate 0.000004, wchange 12617581579.40981674, angledelta 6.2 deg
- step 4 - lrate 0.000003, wchange 5994140965585.13964844, angledelta 6.2 deg
- step 5 - lrate 0.000003, wchange 784330102971422.75000000, angledelta 6.2 deg
- step 6 - lrate 0.000002, wchange 19796274918150596.00000000, angledelta 6.2 deg
- Lowering learning rate to 1.60692e-06 and starting again.
- step 1 - lrate 0.000002, wchange 35.32522560, angledelta 0.0 deg
- step 2 - lrate 0.000002, wchange 177.83144777, angledelta 0.0 deg
- step 3 - lrate 0.000002, wchange 3115.40470060, angledelta 57.6 deg
- step 4 - lrate 0.000002, wchange 54583.29656238, angledelta 57.6 deg
- step 5 - lrate 0.000002, wchange 956324.69691163, angledelta 57.6 deg
- step 6 - lrate 0.000002, wchange 16755253.82898658, angledelta 57.6 deg
- step 7 - lrate 0.000002, wchange 293559853.77529937, angledelta 57.6 deg
- step 8 - lrate 0.000002, wchange 5143304809.23104095, angledelta 57.6 deg
- step 9 - lrate 0.000001, wchange 40798320809.67156982, angledelta 57.6 deg
- step 10 - lrate 0.000001, wchange 197423625925.71417236, angledelta 57.6 deg
- step 11 - lrate 0.000001, wchange 641282097771.72534180, angledelta 57.6 deg
- step 12 - lrate 0.000001, wchange 1510996306778.32788086, angledelta 57.6 deg
- step 13 - lrate 0.000001, wchange 2749592383527.19970703, angledelta 57.6 deg
- step 14 - lrate 0.000000, wchange 4064747829495.53564453, angledelta 57.6 deg
- step 15 - lrate 0.000000, wchange 5084741508938.95410156, angledelta 57.6 deg
- step 16 - lrate 0.000000, wchange 5562269935593.91503906, angledelta 57.6 deg
- step 17 - lrate 0.000000, wchange 5463809286570.50292969, angledelta 57.6 deg
- step 18 - lrate 0.000000, wchange 4923644802138.28125000, angledelta 57.6 deg
- step 19 - lrate 0.000000, wchange 4141006113571.92724609, angledelta 57.6 deg
- step 20 - lrate 0.000000, wchange 3295879622768.86572266, angledelta 57.6 deg
- step 21 - lrate 0.000000, wchange 2510206952834.31396484, angledelta 57.6 deg
- step 22 - lrate 0.000000, wchange 1845811096555.89306641, angledelta 57.6 deg
- step 23 - lrate 0.000000, wchange 1319758035361.10034180, angledelta 57.6 deg
- step 24 - lrate 0.000000, wchange 922774016655.17639160, angledelta 57.6 deg
- step 25 - lrate 0.000000, wchange 633800858242.87573242, angledelta 57.6 deg
- step 26 - lrate 0.000000, wchange 429175205744.12457275, angledelta 57.6 deg
- step 27 - lrate 0.000000, wchange 287335817046.75073242, angledelta 57.6 deg
- step 28 - lrate 0.000000, wchange 190638899021.65322876, angledelta 57.6 deg
- step 29 - lrate 0.000000, wchange 125572069390.25297546, angledelta 57.6 deg
- step 30 - lrate 0.000000, wchange 82236729127.20207214, angledelta 57.6 deg
- step 31 - lrate 0.000000, wchange 53608621785.59282684, angledelta 57.6 deg
- step 32 - lrate 0.000000, wchange 34817886066.64712524, angledelta 57.6 deg
- step 33 - lrate 0.000000, wchange 22547069029.62048340, angledelta 57.6 deg
- step 34 - lrate 0.000000, wchange 14566491635.09354591, angledelta 57.6 deg
- step 35 - lrate 0.000000, wchange 9392946426.73012543, angledelta 57.6 deg
- step 36 - lrate 0.000000, wchange 6047763641.20597458, angledelta 57.6 deg
- step 37 - lrate 0.000000, wchange 3889240246.80012226, angledelta 57.6 deg
- step 38 - lrate 0.000000, wchange 2498713571.28428316, angledelta 57.6 deg
- step 39 - lrate 0.000000, wchange 1604107916.95990705, angledelta 57.6 deg
- step 40 - lrate 0.000000, wchange 1029161201.49951935, angledelta 57.6 deg
- step 41 - lrate 0.000000, wchange 659962211.43702435, angledelta 57.6 deg
- step 42 - lrate 0.000000, wchange 661118667.38183188, angledelta 57.6 deg
- step 43 - lrate 0.000000, wchange 662277370.51636338, angledelta 57.6 deg
- step 44 - lrate 0.000000, wchange 663438156.60069513, angledelta 57.6 deg
- step 45 - lrate 0.000000, wchange 664600663.63537061, angledelta 57.6 deg
- step 46 - lrate 0.000000, wchange 665765243.89736521, angledelta 57.6 deg
- step 47 - lrate 0.000000, wchange 666931802.26997888, angledelta 57.6 deg
- step 48 - lrate 0.000000, wchange 668100347.57265961, angledelta 57.6 deg
- step 49 - lrate 0.000000, wchange 669270782.67220318, angledelta 57.6 deg
- step 50 - lrate 0.000000, wchange 670443193.14576519, angledelta 57.6 deg
- step 51 - lrate 0.000000, wchange 671617633.20719528, angledelta 57.6 deg
- step 52 - lrate 0.000000, wchange 672794055.67250609, angledelta 57.6 deg
- step 53 - lrate 0.000000, wchange 673972458.19865203, angledelta 57.6 deg
- step 54 - lrate 0.000000, wchange 675152947.25007379, angledelta 57.6 deg
- step 55 - lrate 0.000000, wchange 676335123.55647528, angledelta 57.6 deg
- step 56 - lrate 0.000000, wchange 677519487.52924681, angledelta 57.6 deg
- step 57 - lrate 0.000000, wchange 678705911.71156478, angledelta 57.6 deg
- step 58 - lrate 0.000000, wchange 679894228.32079077, angledelta 57.6 deg
- step 59 - lrate 0.000000, wchange 681084581.53311038, angledelta 57.6 deg
- step 60 - lrate 0.000000, wchange 682276894.25072145, angledelta 57.6 deg
- step 61 - lrate 0.000000, wchange 683471265.39015877, angledelta 57.6 deg
- step 62 - lrate 0.000000, wchange 684667559.60456836, angledelta 57.6 deg
- step 63 - lrate 0.000000, wchange 685865973.94693315, angledelta 57.6 deg
- step 64 - lrate 0.000000, wchange 687066400.80852830, angledelta 57.6 deg
- step 65 - lrate 0.000000, wchange 688269021.16735387, angledelta 57.6 deg
- step 66 - lrate 0.000000, wchange 689473966.91614890, angledelta 57.6 deg
- step 67 - lrate 0.000000, wchange 690679583.53499699, angledelta 57.6 deg
- step 68 - lrate 0.000000, wchange 691888126.57619095, angledelta 57.6 deg
- step 69 - lrate 0.000000, wchange 693098621.03974783, angledelta 57.6 deg
- step 70 - lrate 0.000000, wchange 694311421.61106384, angledelta 57.6 deg
- step 71 - lrate 0.000000, wchange 695525848.97928917, angledelta 57.6 deg
- step 72 - lrate 0.000000, wchange 696742507.55427611, angledelta 57.6 deg
- step 73 - lrate 0.000000, wchange 697961346.19502568, angledelta 57.6 deg
- step 74 - lrate 0.000000, wchange 699181849.85389984, angledelta 57.6 deg
- step 75 - lrate 0.000000, wchange 700404551.29817843, angledelta 57.6 deg
- step 76 - lrate 0.000000, wchange 701629390.85928488, angledelta 57.6 deg
- step 77 - lrate 0.000000, wchange 702856213.38949144, angledelta 57.6 deg
- step 78 - lrate 0.000000, wchange 704085534.05798471, angledelta 57.6 deg
- step 79 - lrate 0.000000, wchange 705316172.26775098, angledelta 57.6 deg
- step 80 - lrate 0.000000, wchange 706549224.10017645, angledelta 57.6 deg
- step 81 - lrate 0.000000, wchange 707784433.83760440, angledelta 57.6 deg
- step 82 - lrate 0.000000, wchange 709021569.19758964, angledelta 57.6 deg
- step 83 - lrate 0.000000, wchange 710260931.47317457, angledelta 57.6 deg
- step 84 - lrate 0.000000, wchange 711502241.03485096, angledelta 57.6 deg
- step 85 - lrate 0.000000, wchange 712745734.51644826, angledelta 57.6 deg
- step 86 - lrate 0.000000, wchange 713991204.93602252, angledelta 57.6 deg
- step 87 - lrate 0.000000, wchange 715238864.42926586, angledelta 57.6 deg
- step 88 - lrate 0.000000, wchange 716488462.31913483, angledelta 57.6 deg
- step 89 - lrate 0.000000, wchange 717740327.10353029, angledelta 57.6 deg
- step 90 - lrate 0.000000, wchange 718994407.75620818, angledelta 57.6 deg
- step 91 - lrate 0.000000, wchange 720250178.22392535, angledelta 57.6 deg
- step 92 - lrate 0.000000, wchange 721508359.28782237, angledelta 57.6 deg
- step 93 - lrate 0.000000, wchange 722768518.36851883, angledelta 57.6 deg
- step 94 - lrate 0.000000, wchange 724030826.58217978, angledelta 57.6 deg
- step 95 - lrate 0.000000, wchange 725295264.13006055, angledelta 57.6 deg
- step 96 - lrate 0.000000, wchange 726561831.79862785, angledelta 57.6 deg
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