We use cookies to ensure you get the best experience on our website
Página inicial Explorar Ajuda News
Registrar Entrar
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Fork 1
Arquivos Issues 0 Pull Requests 0 Wiki
Tree: 749a5edc7e
Branches Tags
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-031_ica1_17-Nov-2021.txt

log_sub-031_ica1_17-Nov-2021.txt 5.9 KB
Histórico Download

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495 
  1. 

  2. Input data size [72,1041500] = 72 channels, 1041500 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 200 frames per ICA weight ((5184)^2 = 1041500 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: -4.73468 to 7.71204
    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. step 1 - lrate 0.000018, wchange 29419789262971268.00000000, angledelta  0.0 deg
    55. 

  55. Lowering learning rate to 1.31386e-05 and starting again.
    56. 

  56. step 1 - lrate 0.000013, wchange 758033595541.61657715, angledelta  0.0 deg
    57. 

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

  58. step 1 - lrate 0.000009, wchange 358453028.92838448, angledelta  0.0 deg
    59. 

  59. Lowering learning rate to 8.51379e-06 and starting again.
    60. 

  60. step 1 - lrate 0.000009, wchange 50022152.80841193, angledelta  0.0 deg
    61. 

  61. step 2 - lrate 0.000009, wchange 2489408467994166.00000000, angledelta  0.0 deg
    62. 

  62. Lowering learning rate to 6.12993e-06 and starting again.
    63. 

  63. step 1 - lrate 0.000006, wchange 348747.23407844, angledelta  0.0 deg
    64. 

  64. step 2 - lrate 0.000006, wchange 122018407893.82626343, angledelta  0.0 deg
    65. 

  65. step 3 - lrate 0.000005, wchange 3271921000434687.50000000, angledelta  0.8 deg
    66. 

  66. Lowering learning rate to 3.53084e-06 and starting again.
    67. 

  67. step 1 - lrate 0.000004, wchange 1509.99964731, angledelta  0.0 deg
    68. 

  68. step 2 - lrate 0.000004, wchange 2317108.47545171, angledelta  0.0 deg
    69. 

  69. step 3 - lrate 0.000004, wchange 3618683340.00620461, angledelta  7.6 deg
    70. 

  70. step 4 - lrate 0.000003, wchange 1226460291125.74438477, angledelta  7.6 deg
    71. 

  71. step 5 - lrate 0.000002, wchange 123833432386934.17187500, angledelta  7.6 deg
    72. 

  72. step 6 - lrate 0.000002, wchange 4617045200568676.00000000, angledelta  7.6 deg
    73. 

  73. Lowering learning rate to 1.30161e-06 and starting again.
    74. 

  74. step 1 - lrate 0.000001, wchange 33.16609731, angledelta  0.0 deg
    75. 

  75. step 2 - lrate 0.000001, wchange 124.69635422, angledelta  0.0 deg
    76. 

  76. step 3 - lrate 0.000001, wchange 1875.73275392, angledelta 60.0 deg
    77. 

  77. step 4 - lrate 0.000001, wchange 28219.70168450, angledelta 60.0 deg
    78. 

  78. step 5 - lrate 0.000001, wchange 394508.76421405, angledelta  0.0 deg
    79. 

  79. step 6 - lrate 0.000001, wchange 5622016.48338219, angledelta  0.1 deg
    80. 

  80. step 7 - lrate 0.000001, wchange 80117539.36308955, angledelta  0.1 deg
    81. 

  81. step 8 - lrate 0.000001, wchange 1141729248.85157108, angledelta  0.2 deg
    82. 

  82. step 9 - lrate 0.000001, wchange 7581446924.78474331, angledelta  0.2 deg
    83. 

  83. step 10 - lrate 0.000001, wchange 31784665546.27150345, angledelta  0.3 deg
    84. 

  84. step 11 - lrate 0.000001, wchange 91981006683.52648926, angledelta  0.3 deg
    85. 

  85. step 12 - lrate 0.000001, wchange 197511044738.29031372, angledelta  0.3 deg
    86. 

  86. step 13 - lrate 0.000000, wchange 333650141296.92010498, angledelta  0.4 deg
    87. 

  87. step 14 - lrate 0.000000, wchange 464832015197.54797363, angledelta  0.4 deg
    88. 

  88. step 15 - lrate 0.000000, wchange 554784523942.69726562, angledelta  0.4 deg
    89. 

  89. step 16 - lrate 0.000000, wchange 584883942182.62573242, angledelta  0.4 deg
    90. 

  90. step 17 - lrate 0.000000, wchange 558235745932.87536621, angledelta  0.4 deg
    91. 

  91. step 18 - lrate 0.000000, wchange 491982899543.72949219, angledelta  0.4 deg
    92. 

  92. step 19 - lrate 0.000000, wchange 406773893514.73242188, angledelta  0.5 deg
    93. 

  93. step 20 - lrate 0.000000, wchange 319558151692.32836914, angledelta  0.5 deg
    94. 

  94. step 21 - lrate 0.000000, wchange 240972407039.08496094, angledelta  0.5 deg
    95. 

  95. step 22 - lrate 0.000000, wchange 175853948493.63534546, angledelta  0.5 deg
    96.