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-019_ica1_17-Nov-2021.txt

log_sub-019_ica1_17-Nov-2021.txt 6.1 KB
History Download

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697 
  1. 

  2. Input data size [72,1111500] = 72 channels, 1111500 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 214 frames per ICA weight ((5184)^2 = 1111500 weights, Initial learning rate will be 0.001, block size 70.
    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: -3.75962 to 3.43818
    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. Lowering learning rate to 1.8248e-05 and starting again.
    54. 

  54. Lowering learning rate to 1.64232e-05 and starting again.
    55. 

  55. step 1 - lrate 0.000016, wchange 6994203534279066.00000000, angledelta  0.0 deg
    56. 

  56. Lowering learning rate to 1.18247e-05 and starting again.
    57. 

  57. step 1 - lrate 0.000012, wchange 257555145389.16259766, angledelta  0.0 deg
    58. 

  58. Lowering learning rate to 8.51379e-06 and starting again.
    59. 

  59. step 1 - lrate 0.000009, wchange 164706893.58636758, angledelta  0.0 deg
    60. 

  60. step 2 - lrate 0.000009, wchange 26852858949639340.00000000, angledelta  0.0 deg
    61. 

  61. Lowering learning rate to 6.12993e-06 and starting again.
    62. 

  62. step 1 - lrate 0.000006, wchange 823440.01097819, angledelta  0.0 deg
    63. 

  63. step 2 - lrate 0.000006, wchange 679504496326.36523438, angledelta  0.0 deg
    64. 

  64. step 3 - lrate 0.000005, wchange 36038088985231576.00000000, angledelta  0.7 deg
    65. 

  65. Lowering learning rate to 3.53084e-06 and starting again.
    66. 

  66. step 1 - lrate 0.000004, wchange 2486.46840022, angledelta  0.0 deg
    67. 

  67. step 2 - lrate 0.000004, wchange 6297602.70243994, angledelta  0.0 deg
    68. 

  68. step 3 - lrate 0.000004, wchange 16122490148.34924316, angledelta  5.9 deg
    69. 

  69. step 4 - lrate 0.000003, wchange 8184227734159.58691406, angledelta  5.9 deg
    70. 

  70. step 5 - lrate 0.000002, wchange 1145687447476772.75000000, angledelta  5.9 deg
    71. 

  71. Lowering learning rate to 1.62701e-06 and starting again.
    72. 

  72. step 1 - lrate 0.000002, wchange 51.84324717, angledelta  0.0 deg
    73. 

  73. step 2 - lrate 0.000002, wchange 967.69542787, angledelta  0.0 deg
    74. 

  74. step 3 - lrate 0.000002, wchange 36005.02667228, angledelta 44.9 deg
    75. 

  75. step 4 - lrate 0.000002, wchange 1339653.47976871, angledelta 44.9 deg
    76. 

  76. step 5 - lrate 0.000002, wchange 49845030.91458302, angledelta 44.9 deg
    77. 

  77. step 6 - lrate 0.000002, wchange 1854604326.82877374, angledelta 44.9 deg
    78. 

  78. step 7 - lrate 0.000001, wchange 28002911159.87021637, angledelta 44.9 deg
    79. 

  79. step 8 - lrate 0.000001, wchange 227900729411.95941162, angledelta 44.9 deg
    80. 

  80. step 9 - lrate 0.000001, wchange 1125891946875.71704102, angledelta 44.9 deg
    81. 

  81. step 10 - lrate 0.000001, wchange 3718838371653.24853516, angledelta 44.9 deg
    82. 

  82. step 11 - lrate 0.000001, wchange 8881868822786.99218750, angledelta 44.9 deg
    83. 

  83. step 12 - lrate 0.000000, wchange 16342790379360.44921875, angledelta 44.9 deg
    84. 

  84. step 13 - lrate 0.000000, wchange 24384563921356.74218750, angledelta 44.9 deg
    85. 

  85. step 14 - lrate 0.000000, wchange 30747133048112.92578125, angledelta 44.9 deg
    86. 

  86. step 15 - lrate 0.000000, wchange 33871625101079.11328125, angledelta 44.9 deg
    87. 

  87. step 16 - lrate 0.000000, wchange 33483479030226.54296875, angledelta 44.9 deg
    88. 

  88. step 17 - lrate 0.000000, wchange 30347650356113.52734375, angledelta 44.9 deg
    89. 

  89. step 18 - lrate 0.000000, wchange 25657998746147.88281250, angledelta 44.9 deg
    90. 

  90. step 19 - lrate 0.000000, wchange 20518242419924.11718750, angledelta 44.9 deg
    91. 

  91. step 20 - lrate 0.000000, wchange 15693031157002.70898438, angledelta 44.9 deg
    92. 

  92. step 21 - lrate 0.000000, wchange 11582109775321.48828125, angledelta 44.9 deg
    93. 

  93. step 22 - lrate 0.000000, wchange 8307709689736.02636719, angledelta 44.9 deg
    94. 

  94. step 23 - lrate 0.000000, wchange 5824584187705.31054688, angledelta 44.9 deg
    95. 

  95. step 24 - lrate 0.000000, wchange 4009826604097.04101562, angledelta 44.9 deg
    96. 

  96. step 25 - lrate 0.000000, wchange 2720487756224.60644531, angledelta 44.9 deg
    97. 

  97. step 26 - lrate 0.000000, wchange 1824290026950.31372070, angledelta 44.9 deg
    98.