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Reģistrēties Pierakstīties
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Atdalīts 1
Faili Problēmas 0 Izmaiņu pieprasījumi 0 Vikivietne
Koks: 48d0bfba53
Atzari Tagi
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-002_ica1_16-Dec-2021.txt

log_sub-002_ica1_16-Dec-2021.txt 34 KB
Vēsture Download

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  1. 

  2. Input data size [72,891000] = 72 channels, 891000 frames
    3. 

  3. Finding 72 ICA components using extended ICA.
    4. 

  4. Kurtosis will be calculated initially every 1 blocks using 6000 data points.
    5. 

  5. Decomposing 171 frames per ICA weight ((5184)^2 = 891000 weights, Initial learning rate will be 0.001, block size 69.
    6. 

  6. Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
    7. 

  7. More than 32 channels: default stopping weight change 1E-7
    8. 

  8. Training will end when wchange < 1e-07 or after 512 steps.
    9. 

  9. Online bias adjustment will be used.
    10. 

  10. Removing mean of each channel ...
    11. 

  11. Final training data range: -1.30332 to 2.46695
    12. 

  12. Computing the sphering matrix...
    13. 

  13. Starting weights are the identity matrix ...
    14. 

  14. Sphering the data ...
    15. 

  15. Beginning ICA training ... first training step may be slow ...
    16. 

  16. Lowering learning rate to 0.0009 and starting again.
    17. 

  17. Lowering learning rate to 0.00081 and starting again.
    18. 

  18. Lowering learning rate to 0.000729 and starting again.
    19. 

  19. Lowering learning rate to 0.0006561 and starting again.
    20. 

  20. Lowering learning rate to 0.00059049 and starting again.
    21. 

  21. Lowering learning rate to 0.000531441 and starting again.
    22. 

  22. Lowering learning rate to 0.000478297 and starting again.
    23. 

  23. Lowering learning rate to 0.000430467 and starting again.
    24. 

  24. Lowering learning rate to 0.00038742 and starting again.
    25. 

  25. Lowering learning rate to 0.000348678 and starting again.
    26. 

  26. Lowering learning rate to 0.000313811 and starting again.
    27. 

  27. Lowering learning rate to 0.00028243 and starting again.
    28. 

  28. Lowering learning rate to 0.000254187 and starting again.
    29. 

  29. Lowering learning rate to 0.000228768 and starting again.
    30. 

  30. Lowering learning rate to 0.000205891 and starting again.
    31. 

  31. Lowering learning rate to 0.000185302 and starting again.
    32. 

  32. Lowering learning rate to 0.000166772 and starting again.
    33. 

  33. Lowering learning rate to 0.000150095 and starting again.
    34. 

  34. Lowering learning rate to 0.000135085 and starting again.
    35. 

  35. Lowering learning rate to 0.000121577 and starting again.
    36. 

  36. Lowering learning rate to 0.000109419 and starting again.
    37. 

  37. Lowering learning rate to 9.84771e-05 and starting again.
    38. 

  38. Lowering learning rate to 8.86294e-05 and starting again.
    39. 

  39. Lowering learning rate to 7.97664e-05 and starting again.
    40. 

  40. Lowering learning rate to 7.17898e-05 and starting again.
    41. 

  41. Lowering learning rate to 6.46108e-05 and starting again.
    42. 

  42. Lowering learning rate to 5.81497e-05 and starting again.
    43. 

  43. Lowering learning rate to 5.23348e-05 and starting again.
    44. 

  44. Lowering learning rate to 4.71013e-05 and starting again.
    45. 

  45. Lowering learning rate to 4.23912e-05 and starting again.
    46. 

  46. Lowering learning rate to 3.8152e-05 and starting again.
    47. 

  47. Lowering learning rate to 3.43368e-05 and starting again.
    48. 

  48. Lowering learning rate to 3.09032e-05 and starting again.
    49. 

  49. Lowering learning rate to 2.78128e-05 and starting again.
    50. 

  50. Lowering learning rate to 2.50316e-05 and starting again.
    51. 

  51. Lowering learning rate to 2.25284e-05 and starting again.
    52. 

  52. Lowering learning rate to 2.02756e-05 and starting again.
    53. 

  53. step 1 - lrate 0.000020, wchange 4692080278577184.00000000, angledelta  0.0 deg
    54. 

  54. Lowering learning rate to 1.45984e-05 and starting again.
    55. 

  55. step 1 - lrate 0.000015, wchange 195958321747.61999512, angledelta  0.0 deg
    56. 

  56. Lowering learning rate to 1.05109e-05 and starting again.
    57. 

  57. step 1 - lrate 0.000011, wchange 135341439.50576654, angledelta  0.0 deg
    58. 

  58. step 2 - lrate 0.000011, wchange 16916415423751348.00000000, angledelta  0.0 deg
    59. 

  59. Lowering learning rate to 7.56781e-06 and starting again.
    60. 

  60. step 1 - lrate 0.000008, wchange 714936.34926402, angledelta  0.0 deg
    61. 

  61. step 2 - lrate 0.000008, wchange 512304779475.30688477, angledelta  0.0 deg
    62. 

  62. step 3 - lrate 0.000006, wchange 22102471571328876.00000000, angledelta  0.4 deg
    63. 

  63. Lowering learning rate to 4.35906e-06 and starting again.
    64. 

  64. step 1 - lrate 0.000004, wchange 2290.70873646, angledelta  0.0 deg
    65. 

  65. step 2 - lrate 0.000004, wchange 5345184.90962011, angledelta  0.0 deg
    66. 

  66. step 3 - lrate 0.000004, wchange 12617580936.85340691, angledelta  6.2 deg
    67. 

  67. step 4 - lrate 0.000003, wchange 5994550371974.56738281, angledelta  6.2 deg
    68. 

  68. step 5 - lrate 0.000003, wchange 792244051273202.87500000, angledelta  6.2 deg
    69. 

  69. Lowering learning rate to 2.00865e-06 and starting again.
    70. 

  70. step 1 - lrate 0.000002, wchange 50.61874548, angledelta  0.0 deg
    71. 

  71. step 2 - lrate 0.000002, wchange 891.42428881, angledelta  0.0 deg
    72. 

  72. step 3 - lrate 0.000002, wchange 31951.44271824, angledelta 45.5 deg
    73. 

  73. step 4 - lrate 0.000002, wchange 1145251.89086860, angledelta 45.5 deg
    74. 

  74. step 5 - lrate 0.000002, wchange 41049852.72053865, angledelta 45.5 deg
    75. 

  75. step 6 - lrate 0.000002, wchange 1471370980.70623565, angledelta 45.5 deg
    76. 

  76. step 7 - lrate 0.000002, wchange 21522152871.00371933, angledelta 45.5 deg
    77. 

  77. step 8 - lrate 0.000001, wchange 170720447233.47235107, angledelta 45.5 deg
    78. 

  78. step 9 - lrate 0.000001, wchange 826115924326.21289062, angledelta 45.5 deg
    79. 

  79. step 10 - lrate 0.000001, wchange 2683396114943.38623047, angledelta 45.5 deg
    80. 

  80. step 11 - lrate 0.000001, wchange 6322363966880.13183594, angledelta 45.5 deg
    81. 

  81. step 12 - lrate 0.000001, wchange 11503655470632.08007812, angledelta 45.5 deg
    82. 

  82. step 13 - lrate 0.000000, wchange 17002190887696.19726562, angledelta 45.5 deg
    83. 

  83. step 14 - lrate 0.000000, wchange 21260773761942.42968750, angledelta 45.5 deg
    84. 

  84. step 15 - lrate 0.000000, wchange 23244968297869.81250000, angledelta 45.5 deg
    85. 

  85. step 16 - lrate 0.000000, wchange 22817829186006.44140625, angledelta 45.5 deg
    86. 

  86. step 17 - lrate 0.000000, wchange 20545335948777.41015625, angledelta 45.5 deg
    87. 

  87. step 18 - lrate 0.000000, wchange 17264422665979.52734375, angledelta 45.5 deg
    88. 

  88. step 19 - lrate 0.000000, wchange 13728490980188.48437500, angledelta 45.5 deg
    89. 

  89. step 20 - lrate 0.000000, wchange 10446769434621.53906250, angledelta 45.5 deg
    90. 

  90. step 21 - lrate 0.000000, wchange 7675460959869.72656250, angledelta 45.5 deg
    91. 

  91. step 22 - lrate 0.000000, wchange 5483859027737.37890625, angledelta 45.5 deg
    92. 

  92. step 23 - lrate 0.000000, wchange 3831775740446.63476562, angledelta 45.5 deg
    93. 

  93. step 24 - lrate 0.000000, wchange 2630326301166.70947266, angledelta 45.5 deg
    94. 

  94. step 25 - lrate 0.000000, wchange 1780249150755.69067383, angledelta 45.5 deg
    95. 

  95. step 26 - lrate 0.000000, wchange 1191398508581.39111328, angledelta 45.5 deg
    96. 

  96. step 27 - lrate 0.000000, wchange 790187732966.67419434, angledelta 45.5 deg
    97. 

  97. step 28 - lrate 0.000000, wchange 520342129234.72827148, angledelta 45.5 deg
    98. 

  98. step 29 - lrate 0.000000, wchange 340690403974.69000244, angledelta 45.5 deg
    99. 

  99. step 30 - lrate 0.000000, wchange 222047675133.26644897, angledelta 45.5 deg
    100. 

  100. step 31 - lrate 0.000000, wchange 144194027897.79260254, angledelta 45.5 deg
    101. 

  101. step 32 - lrate 0.000000, wchange 93364266705.00000000, angledelta 45.5 deg
    102. 

  102. step 33 - lrate 0.000000, wchange 60311694654.70886230, angledelta 45.5 deg
    103. 

  103. step 34 - lrate 0.000000, wchange 38887739876.50391388, angledelta 45.5 deg
    104. 

  104. step 35 - lrate 0.000000, wchange 25036706786.70477676, angledelta 45.5 deg
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  105. step 36 - lrate 0.000000, wchange 16099928295.07419777, angledelta 45.5 deg
    106. 

  106. step 37 - lrate 0.000000, wchange 10343254023.63863945, angledelta 45.5 deg
    107. 

  107. step 38 - lrate 0.000000, wchange 6639869683.22727776, angledelta 45.5 deg
    108. 

  108. step 39 - lrate 0.000000, wchange 4259879010.04929399, angledelta 45.5 deg
    109. 

  109. step 40 - lrate 0.000000, wchange 2731639325.31427860, angledelta 45.5 deg
    110. 

  110. step 41 - lrate 0.000000, wchange 1750976892.37536240, angledelta 45.5 deg
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    112. 

  112. step 43 - lrate 0.000000, wchange 718810928.86557937, angledelta 45.5 deg
    113. 

  113. step 44 - lrate 0.000000, wchange 719448390.82121849, angledelta 45.5 deg
    114. 

  114. step 45 - lrate 0.000000, wchange 720086453.30205524, angledelta 45.5 deg
    115. 

  115. step 46 - lrate 0.000000, wchange 720724896.59918940, angledelta 45.5 deg
    116. 

  116. step 47 - lrate 0.000000, wchange 721363992.07110751, angledelta 45.5 deg
    117. 

  117. step 48 - lrate 0.000000, wchange 722003689.92071521, angledelta 45.5 deg
    118. 

  118. step 49 - lrate 0.000000, wchange 722644150.38884401, angledelta 45.5 deg
    119. 

  119. step 50 - lrate 0.000000, wchange 723284499.68831527, angledelta 45.5 deg
    120. 

  120. step 51 - lrate 0.000000, wchange 723925741.26084650, angledelta 45.5 deg
    121. 

  121. step 52 - lrate 0.000000, wchange 724567500.62925529, angledelta 45.5 deg
    122. 

  122. step 53 - lrate 0.000000, wchange 725209828.47212744, angledelta 45.5 deg
    123. 

  123. step 54 - lrate 0.000000, wchange 725852702.92436910, angledelta 45.5 deg
    124. 

  124. step 55 - lrate 0.000000, wchange 726496065.15886211, angledelta 45.5 deg
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  125. step 56 - lrate 0.000000, wchange 727140093.52028430, angledelta 45.5 deg
    126. 

  126. step 57 - lrate 0.000000, wchange 727784504.75541961, angledelta 45.5 deg
    127. 

  127. step 58 - lrate 0.000000, wchange 728429575.92874694, angledelta 45.5 deg
    128. 

  128. step 59 - lrate 0.000000, wchange 729075053.86922574, angledelta 45.5 deg
    129. 

  129. step 60 - lrate 0.000000, wchange 729721220.75139213, angledelta 45.5 deg
    130. 

  130. step 61 - lrate 0.000000, wchange 730367834.66010070, angledelta 45.5 deg
    131. 

  131. step 62 - lrate 0.000000, wchange 731015060.79521239, angledelta 45.5 deg
    132. 

  132. step 63 - lrate 0.000000, wchange 731663501.33782840, angledelta 45.5 deg
    133. 

  133. step 64 - lrate 0.000000, wchange 732311103.20023644, angledelta 45.5 deg
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  134. step 65 - lrate 0.000000, wchange 732959881.65747130, angledelta 45.5 deg
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    137. 

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    143. 

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