We use cookies to ensure you get the best experience on our website
Home Explore Help News
Register Sign In
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Fork 1
Files Issues 0 Pull Requests 0 Wiki
Tree: 2048a6aa01
Branches Tags
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-026_ica1_17-Nov-2021.txt

log_sub-026_ica1_17-Nov-2021.txt 5.8 KB
History Download

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394 
  1. 

  2. Input data size [72,926500] = 72 channels, 926500 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 178 frames per ICA weight ((5184)^2 = 926500 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: -3.29461 to 2.91569
    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 19901189169746552.00000000, angledelta  0.0 deg
    54. 

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

  55. step 1 - lrate 0.000015, wchange 551629817987.98461914, angledelta  0.0 deg
    56. 

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

  57. step 1 - lrate 0.000011, wchange 285185428.78416765, angledelta  0.0 deg
    58. 

  58. Lowering learning rate to 9.45977e-06 and starting again.
    59. 

  59. step 1 - lrate 0.000009, wchange 40719346.87249984, angledelta  0.0 deg
    60. 

  60. step 2 - lrate 0.000009, wchange 1656710971805125.00000000, angledelta  0.0 deg
    61. 

  61. Lowering learning rate to 6.81103e-06 and starting again.
    62. 

  62. step 1 - lrate 0.000007, wchange 300683.78208825, angledelta  0.0 deg
    63. 

  63. step 2 - lrate 0.000007, wchange 90725027414.24636841, angledelta  0.0 deg
    64. 

  64. step 3 - lrate 0.000005, wchange 2172601319029986.50000000, angledelta  0.6 deg
    65. 

  65. Lowering learning rate to 3.92315e-06 and starting again.
    66. 

  66. step 1 - lrate 0.000004, wchange 1385.44046224, angledelta  0.0 deg
    67. 

  67. step 2 - lrate 0.000004, wchange 1949606.72133642, angledelta  0.0 deg
    68. 

  68. step 3 - lrate 0.000004, wchange 2796034744.90004253, angledelta  7.9 deg
    69. 

  69. step 4 - lrate 0.000003, wchange 883785513748.85852051, angledelta  7.9 deg
    70. 

  70. step 5 - lrate 0.000003, wchange 84358931344701.95312500, angledelta  7.9 deg
    71. 

  71. step 6 - lrate 0.000002, wchange 3043734804209965.50000000, angledelta  7.9 deg
    72. 

  72. Lowering learning rate to 1.44623e-06 and starting again.
    73. 

  73. step 1 - lrate 0.000001, wchange 32.55570864, angledelta  0.0 deg
    74. 

  74. step 2 - lrate 0.000001, wchange 115.82449170, angledelta  0.0 deg
    75. 

  75. step 3 - lrate 0.000001, wchange 1688.40987792, angledelta 60.4 deg
    76. 

  76. step 4 - lrate 0.000001, wchange 22884.43145664, angledelta  0.1 deg
    77. 

  77. step 5 - lrate 0.000001, wchange 316237.30180350, angledelta  0.1 deg
    78. 

  78. step 6 - lrate 0.000001, wchange 4370046.92973353, angledelta  0.1 deg
    79. 

  79. step 7 - lrate 0.000001, wchange 60389176.94843610, angledelta  0.1 deg
    80. 

  80. step 8 - lrate 0.000001, wchange 834511111.41684067, angledelta  0.1 deg
    81. 

  81. step 9 - lrate 0.000001, wchange 11532013204.44848251, angledelta  0.2 deg
    82. 

  82. step 10 - lrate 0.000001, wchange 74571748097.51550293, angledelta  0.2 deg
    83. 

  83. step 11 - lrate 0.000001, wchange 306019294005.49859619, angledelta  0.2 deg
    84. 

  84. step 12 - lrate 0.000001, wchange 870453717143.65771484, angledelta  0.2 deg
    85. 

  85. step 13 - lrate 0.000001, wchange 1843389759641.64501953, angledelta  0.2 deg
    86. 

  86. step 14 - lrate 0.000000, wchange 3079458412688.35156250, angledelta  0.2 deg
    87. 

  87. step 15 - lrate 0.000000, wchange 4251915942939.44873047, angledelta  0.2 deg
    88. 

  88. step 16 - lrate 0.000000, wchange 5038252988365.66113281, angledelta  0.2 deg
    89. 

  89. step 17 - lrate 0.000000, wchange 5280839862514.18847656, angledelta  0.2 deg
    90. 

  90. step 18 - lrate 0.000000, wchange 5016709241103.09277344, angledelta  0.2 deg
    91. 

  91. step 19 - lrate 0.000000, wchange 4404666362604.16796875, angledelta  0.2 deg
    92. 

  92. step 20 - lrate 0.000000, wchange 3630741259232.15673828, angledelta  0.2 deg
    93. 

  93. step 21 - lrate 0.000000, wchange 2845296083457.74609375, angledelta  0.2 deg
    94. 

  94. step 22 - lrate 0.000000, wchange 2141343677605.47851562, angledelta  0.2 deg
    95.