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juliankosciessa
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eegmp_preproc
DOI
10.12751/g-node.6nhr1y
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eegmp_ica_4.out

eegmp_ica_4.out 38 KB
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  1. ------------------------------------------
    2. 

  2. Setting up environment variables
    3. 

  3. ---
    4. 

  4. LD_LIBRARY_PATH is .:/opt/matlab/R2016b/runtime/glnxa64:/opt/matlab/R2016b/bin/glnxa64:/opt/matlab/R2016b/sys/os/glnxa64:/opt/matlab/R2016b/sys/opengl/lib/glnxa64
    5. 

  5. processing sub-004
    6. 

  6. Warning: sampleinfo in the configuration is inconsistent with the actual data
    7. 

  7.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/private/fixsampleinfo.m' at line 100
    8. 

  8.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/ft_datatype_raw.m' at line 148
    9. 

  9.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/ft_checkdata.m' at line 277
    10. 

  10.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/ft_preprocessing.m' at line 288
    11. 

  11. 

  12. Warning: reconstructing sampleinfo by assuming that the trials are consecutive segments of a continuous recording
    13. 

  13. the call to "ft_selectdata" took 1 seconds and required the additional allocation of an estimated 257 MB
    14. 

  14. preprocessing
    15. 

  15. preprocessing trial 1 from 1
    16. 

  16. the call to "ft_preprocessing" took 2 seconds and required the additional allocation of an estimated 273 MB
    17. 

  17. the input is raw data with 71 channels and 1775 trials
    18. 

  18. the call to "ft_selectdata" took 0 seconds and required the additional allocation of an estimated 1 MB
    19. 

  19. scaling data with 1 over 52.935898
    20. 

  20. concatenating data
    21. 

  21. concatenating trials...
    22. 

  22. Concatenating trial 526 from 1775Concatenating trial 1045 from 1775Concatenating trial 1646 from 1775Concatenating trial 1775 from 1775
    23. 

  23. concatenated data matrix size 71x887500
    24. 

  24. starting decomposition using runica
    25. 

  25. 

  26. Input data size [71,887500] = 71 channels, 887500 frames
    27. 

  27. Finding 71 ICA components using extended ICA.
    28. 

  28. Kurtosis will be calculated initially every 1 blocks using 6000 data points.
    29. 

  29. Decomposing 176 frames per ICA weight ((5041)^2 = 887500 weights, Initial learning rate will be 0.001, block size 69.
    30. 

  30. Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
    31. 

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

  32. Training will end when wchange < 1e-07 or after 512 steps.
    33. 

  33. Online bias adjustment will be used.
    34. 

  34. Removing mean of each channel ...
    35. 

  35. Final training data range: -43.3472 to 48.8827
    36. 

  36. Computing the sphering matrix...
    37. 

  37. Starting weights are the identity matrix ...
    38. 

  38. Sphering the data ...
    39. 

  39. Beginning ICA training ... first training step may be slow ...
    40. 

  40. Lowering learning rate to 0.0009 and starting again.
    41. 

  41. Lowering learning rate to 0.00081 and starting again.
    42. 

  42. Lowering learning rate to 0.000729 and starting again.
    43. 

  43. Lowering learning rate to 0.0006561 and starting again.
    44. 

  44. Lowering learning rate to 0.00059049 and starting again.
    45. 

  45. Lowering learning rate to 0.000531441 and starting again.
    46. 

  46. Lowering learning rate to 0.000478297 and starting again.
    47. 

  47. step 1 - lrate 0.000478, wchange 49.44422944, angledelta  0.0 deg
    48. 

  48. step 2 - lrate 0.000478, wchange 6.80480593, angledelta  0.0 deg
    49. 

  49. step 3 - lrate 0.000478, wchange 5.90186791, angledelta 91.3 deg
    50. 

  50. step 4 - lrate 0.000469, wchange 6.20399403, angledelta 116.1 deg
    51. 

  51. step 5 - lrate 0.000459, wchange 6.30865434, angledelta 117.6 deg
    52. 

  52. step 6 - lrate 0.000450, wchange 7.00926198, angledelta 119.0 deg
    53. 

  53. step 7 - lrate 0.000441, wchange 5.95924247, angledelta 117.3 deg
    54. 

  54. step 8 - lrate 0.000432, wchange 6.41108830, angledelta 121.8 deg
    55. 

  55. step 9 - lrate 0.000424, wchange 5.70871645, angledelta 117.1 deg
    56. 

  56. Lowering learning rate to 0.0003737 and starting again.
    57. 

  57. step 1 - lrate 0.000374, wchange 44.73429723, angledelta  0.0 deg
    58. 

  58. step 2 - lrate 0.000374, wchange 5.01185279, angledelta  0.0 deg
    59. 

  59. step 3 - lrate 0.000374, wchange 5.65624285, angledelta 90.1 deg
    60. 

  60. step 4 - lrate 0.000366, wchange 4.84952861, angledelta 109.9 deg
    61. 

  61. step 5 - lrate 0.000359, wchange 5.89729117, angledelta 122.2 deg
    62. 

  62. step 6 - lrate 0.000352, wchange 5.13263393, angledelta 118.8 deg
    63. 

  63. step 7 - lrate 0.000345, wchange 4.96456643, angledelta 111.1 deg
    64. 

  64. step 8 - lrate 0.000338, wchange 4.51366403, angledelta 113.1 deg
    65. 

  65. step 9 - lrate 0.000331, wchange 4.77326783, angledelta 113.6 deg
    66. 

  66. step 10 - lrate 0.000324, wchange 4.78827972, angledelta 113.6 deg
    67. 

  67. step 11 - lrate 0.000318, wchange 5.06641761, angledelta 116.1 deg
    68. 

  68. step 12 - lrate 0.000312, wchange 5.14659934, angledelta 118.4 deg
    69. 

  69. step 13 - lrate 0.000305, wchange 5.15898825, angledelta 115.1 deg
    70. 

  70. step 14 - lrate 0.000299, wchange 4.99645226, angledelta 120.1 deg
    71. 

  71. step 15 - lrate 0.000293, wchange 5.07368876, angledelta 116.2 deg
    72. 

  72. step 16 - lrate 0.000287, wchange 3.01351699, angledelta 117.8 deg
    73. 

  73. step 17 - lrate 0.000282, wchange 3.59319612, angledelta 107.5 deg
    74. 

  74. step 18 - lrate 0.000276, wchange 3.56207761, angledelta 116.6 deg
    75. 

  75. step 19 - lrate 0.000270, wchange 4.14632044, angledelta 112.6 deg
    76. 

  76. step 20 - lrate 0.000265, wchange 4.32878467, angledelta 119.4 deg
    77. 

  77. step 21 - lrate 0.000260, wchange 4.43870881, angledelta 124.0 deg
    78. 

  78. step 22 - lrate 0.000255, wchange 4.51447863, angledelta 123.8 deg
    79. 

  79. step 23 - lrate 0.000249, wchange 4.04054070, angledelta 122.1 deg
    80. 

  80. step 24 - lrate 0.000244, wchange 3.53539147, angledelta 121.6 deg
    81. 

  81. step 25 - lrate 0.000240, wchange 2.99195470, angledelta 110.5 deg
    82. 

  82. step 26 - lrate 0.000235, wchange 3.28196716, angledelta 113.1 deg
    83. 

  83. step 27 - lrate 0.000230, wchange 2.96989393, angledelta 115.6 deg
    84. 

  84. step 28 - lrate 0.000226, wchange 4.62926746, angledelta 110.6 deg
    85. 

  85. step 29 - lrate 0.000221, wchange 3.76642950, angledelta 127.5 deg
    86. 

  86. step 30 - lrate 0.000217, wchange 2.64673260, angledelta 108.5 deg
    87. 

  87. step 31 - lrate 0.000212, wchange 3.10743473, angledelta 114.6 deg
    88. 

  88. step 32 - lrate 0.000208, wchange 2.77965571, angledelta 113.6 deg
    89. 

  89. step 33 - lrate 0.000204, wchange 2.34873264, angledelta 117.1 deg
    90. 

  90. step 34 - lrate 0.000200, wchange 2.49980827, angledelta 108.1 deg
    91. 

  91. step 35 - lrate 0.000196, wchange 2.52767283, angledelta 116.2 deg
    92. 

  92. step 36 - lrate 0.000192, wchange 2.98730956, angledelta 120.3 deg
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  93. step 37 - lrate 0.000188, wchange 2.43107731, angledelta 115.9 deg
    94. 

  94. step 38 - lrate 0.000184, wchange 2.22118159, angledelta 110.6 deg
    95. 

  95. step 39 - lrate 0.000181, wchange 2.47558014, angledelta 113.6 deg
    96. 

  96. step 40 - lrate 0.000177, wchange 2.15596608, angledelta 110.6 deg
    97. 

  97. step 41 - lrate 0.000173, wchange 2.32483950, angledelta 111.1 deg
    98. 

  98. step 42 - lrate 0.000170, wchange 1.96050433, angledelta 105.4 deg
    99. 

  99. step 43 - lrate 0.000167, wchange 1.85419407, angledelta 113.1 deg
    100. 

  100. step 44 - lrate 0.000163, wchange 2.61725583, angledelta 116.6 deg
    101. 

  101. step 45 - lrate 0.000160, wchange 2.34892213, angledelta 125.6 deg
    102. 

  102. step 46 - lrate 0.000157, wchange 1.93699209, angledelta 118.1 deg
    103. 

  103. step 47 - lrate 0.000154, wchange 1.74671656, angledelta 98.5 deg
    104. 

  104. step 48 - lrate 0.000151, wchange 1.92735886, angledelta 107.3 deg
    105. 

  105. step 49 - lrate 0.000148, wchange 1.70870073, angledelta 114.5 deg
    106. 

  106. step 50 - lrate 0.000145, wchange 1.35991726, angledelta 102.0 deg
    107. 

  107. step 51 - lrate 0.000142, wchange 1.85320826, angledelta 113.3 deg
    108. 

  108. step 52 - lrate 0.000139, wchange 1.94136805, angledelta 117.9 deg
    109. 

  109. step 53 - lrate 0.000136, wchange 2.05868012, angledelta 118.7 deg
    110. 

  110. step 54 - lrate 0.000133, wchange 1.47960390, angledelta 105.5 deg
    111. 

  111. step 55 - lrate 0.000131, wchange 1.86686475, angledelta 112.5 deg
    112. 

  112. step 56 - lrate 0.000128, wchange 1.67774143, angledelta 112.7 deg
    113. 

  113. step 57 - lrate 0.000126, wchange 1.27877193, angledelta 117.1 deg
    114. 

  114. step 58 - lrate 0.000123, wchange 1.82380497, angledelta 114.6 deg
    115. 

  115. step 59 - lrate 0.000121, wchange 1.26195919, angledelta 111.6 deg
    116. 

  116. step 60 - lrate 0.000118, wchange 1.43662041, angledelta 109.0 deg
    117. 

  117. step 61 - lrate 0.000116, wchange 1.40121067, angledelta 99.9 deg
    118. 

  118. step 62 - lrate 0.000113, wchange 1.51131058, angledelta 115.2 deg
    119. 

  119. step 63 - lrate 0.000111, wchange 1.14139199, angledelta 128.5 deg
    120. 

  120. step 64 - lrate 0.000109, wchange 1.07957528, angledelta 108.5 deg
    121. 

  121. step 65 - lrate 0.000107, wchange 0.89235447, angledelta 105.9 deg
    122. 

  122. step 66 - lrate 0.000105, wchange 0.76154198, angledelta 104.6 deg
    123. 

  123. step 67 - lrate 0.000103, wchange 0.76867713, angledelta 116.1 deg
    124. 

  124. step 68 - lrate 0.000101, wchange 1.06716033, angledelta 108.8 deg
    125. 

  125. step 69 - lrate 0.000099, wchange 1.34987959, angledelta 113.1 deg
    126. 

  126. step 70 - lrate 0.000097, wchange 1.14383525, angledelta 132.2 deg
    127. 

  127. step 71 - lrate 0.000095, wchange 1.03118423, angledelta 112.0 deg
    128. 

  128. step 72 - lrate 0.000093, wchange 0.82436991, angledelta 128.6 deg
    129. 

  129. step 73 - lrate 0.000091, wchange 0.72864073, angledelta 123.5 deg
    130. 

  130. step 74 - lrate 0.000089, wchange 0.79709146, angledelta 149.7 deg
    131. 

  131. step 75 - lrate 0.000087, wchange 0.70772018, angledelta 125.4 deg
    132. 

  132. step 76 - lrate 0.000086, wchange 0.72162656, angledelta 156.0 deg
    133. 

  133. step 77 - lrate 0.000084, wchange 0.74708591, angledelta 112.5 deg
    134. 

  134. step 78 - lrate 0.000082, wchange 0.09436157, angledelta 99.3 deg
    135. 

  135. step 79 - lrate 0.000080, wchange 0.08828930, angledelta 118.9 deg
    136. 

  136. step 80 - lrate 0.000079, wchange 0.69632618, angledelta 109.9 deg
    137. 

  137. step 81 - lrate 0.000077, wchange 0.84453608, angledelta 115.6 deg
    138. 

  138. step 82 - lrate 0.000076, wchange 0.75272686, angledelta 122.4 deg
    139. 

  139. step 83 - lrate 0.000074, wchange 0.72231874, angledelta 149.5 deg
    140. 

  140. step 84 - lrate 0.000073, wchange 0.33143303, angledelta 98.6 deg
    141. 

  141. step 85 - lrate 0.000071, wchange 0.88355172, angledelta 108.0 deg
    142. 

  142. step 86 - lrate 0.000070, wchange 0.72650306, angledelta 151.0 deg
    143. 

  143. step 87 - lrate 0.000068, wchange 0.07160256, angledelta 97.0 deg
    144. 

  144. step 88 - lrate 0.000067, wchange 0.08652319, angledelta 114.4 deg
    145. 

  145. step 89 - lrate 0.000066, wchange 0.05614799, angledelta 119.7 deg
    146. 

  146. step 90 - lrate 0.000064, wchange 0.05310164, angledelta 108.2 deg
    147. 

  147. step 91 - lrate 0.000063, wchange 0.06362933, angledelta 121.4 deg
    148. 

  148. step 92 - lrate 0.000062, wchange 0.05119093, angledelta 119.2 deg
    149. 

  149. step 93 - lrate 0.000061, wchange 0.04101110, angledelta 117.5 deg
    150. 

  150. step 94 - lrate 0.000059, wchange 0.20493229, angledelta 102.2 deg
    151. 

  151. step 95 - lrate 0.000058, wchange 0.29505073, angledelta 137.1 deg
    152. 

  152. step 96 - lrate 0.000057, wchange 0.12756325, angledelta 125.2 deg
    153. 

  153. step 97 - lrate 0.000056, wchange 0.03952266, angledelta 99.7 deg
    154. 

  154. step 98 - lrate 0.000055, wchange 0.04453657, angledelta 119.6 deg
    155. 

  155. step 99 - lrate 0.000054, wchange 0.05634837, angledelta 114.6 deg
    156. 

  156. step 100 - lrate 0.000053, wchange 0.08781660, angledelta 121.6 deg
    157. 

  157. step 101 - lrate 0.000052, wchange 0.08369017, angledelta 106.4 deg
    158. 

  158. step 102 - lrate 0.000051, wchange 0.12145643, angledelta 135.4 deg
    159. 

  159. step 103 - lrate 0.000050, wchange 0.04181283, angledelta 99.5 deg
    160. 

  160. step 104 - lrate 0.000049, wchange 0.03111119, angledelta 112.2 deg
    161. 

  161. step 105 - lrate 0.000048, wchange 0.04745466, angledelta 116.7 deg
    162. 

  162. step 106 - lrate 0.000047, wchange 0.04183179, angledelta 119.6 deg
    163. 

  163. step 107 - lrate 0.000046, wchange 0.03092726, angledelta 113.1 deg
    164. 

  164. step 108 - lrate 0.000045, wchange 0.03379603, angledelta 111.9 deg
    165. 

  165. step 109 - lrate 0.000044, wchange 0.03849640, angledelta 127.5 deg
    166. 

  166. step 110 - lrate 0.000043, wchange 0.12812700, angledelta 101.3 deg
    167. 

  167. step 111 - lrate 0.000042, wchange 0.13131976, angledelta 147.7 deg
    168. 

  168. step 112 - lrate 0.000041, wchange 0.03884101, angledelta 108.3 deg
    169. 

  169. step 113 - lrate 0.000040, wchange 0.02469928, angledelta 121.3 deg
    170. 

  170. step 114 - lrate 0.000040, wchange 0.13762109, angledelta 98.8 deg
    171. 

  171. step 115 - lrate 0.000039, wchange 0.13274165, angledelta 153.5 deg
    172. 

  172. step 116 - lrate 0.000038, wchange 0.02518119, angledelta 100.7 deg
    173. 

  173. step 117 - lrate 0.000037, wchange 0.02943886, angledelta 113.9 deg
    174. 

  174. step 118 - lrate 0.000037, wchange 0.03533409, angledelta 124.9 deg
    175. 

  175. step 119 - lrate 0.000036, wchange 0.12283369, angledelta 104.9 deg
    176. 

  176. step 120 - lrate 0.000035, wchange 0.21927304, angledelta 131.3 deg
    177. 

  177. step 121 - lrate 0.000034, wchange 0.22519799, angledelta 120.5 deg
    178. 

  178. step 122 - lrate 0.000034, wchange 0.12894209, angledelta 131.8 deg
    179. 

  179. step 123 - lrate 0.000033, wchange 0.02996645, angledelta 110.3 deg
    180. 

  180. step 124 - lrate 0.000032, wchange 0.02245827, angledelta 120.9 deg
    181. 

  181. step 125 - lrate 0.000032, wchange 0.02176956, angledelta 114.2 deg
    182. 

  182. step 126 - lrate 0.000031, wchange 0.02615945, angledelta 115.9 deg
    183. 

  183. step 127 - lrate 0.000031, wchange 0.02317242, angledelta 127.9 deg
    184. 

  184. step 128 - lrate 0.000030, wchange 0.02620895, angledelta 114.6 deg
    185. 

  185. step 129 - lrate 0.000029, wchange 0.07118241, angledelta 110.7 deg
    186. 

  186. step 130 - lrate 0.000029, wchange 0.06258715, angledelta 143.8 deg
    187. 

  187. step 131 - lrate 0.000028, wchange 0.01818499, angledelta 104.2 deg
    188. 

  188. step 132 - lrate 0.000028, wchange 0.01681298, angledelta 115.3 deg
    189. 

  189. step 133 - lrate 0.000027, wchange 0.02527695, angledelta 113.9 deg
    190. 

  190. step 134 - lrate 0.000026, wchange 0.02567365, angledelta 126.6 deg
    191. 

  191. step 135 - lrate 0.000026, wchange 0.02284443, angledelta 121.0 deg
    192. 

  192. step 136 - lrate 0.000025, wchange 0.01908049, angledelta 117.8 deg
    193. 

  193. step 137 - lrate 0.000025, wchange 0.01833939, angledelta 118.8 deg
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  194. step 138 - lrate 0.000024, wchange 0.01422399, angledelta 125.2 deg
    195. 

  195. step 139 - lrate 0.000024, wchange 0.01420349, angledelta 113.2 deg
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  196. step 140 - lrate 0.000023, wchange 0.05981434, angledelta 108.3 deg
    197. 

  197. step 141 - lrate 0.000023, wchange 0.06359837, angledelta 146.1 deg
    198. 

  198. step 142 - lrate 0.000023, wchange 0.02205347, angledelta 109.5 deg
    199. 

  199. step 143 - lrate 0.000022, wchange 0.01474694, angledelta 124.1 deg
    200. 

  200. step 144 - lrate 0.000022, wchange 0.01963415, angledelta 123.3 deg
    201. 

  201. step 145 - lrate 0.000021, wchange 0.01474736, angledelta 127.5 deg
    202. 

  202. step 146 - lrate 0.000021, wchange 0.01590789, angledelta 120.2 deg
    203. 

  203. step 147 - lrate 0.000020, wchange 0.01281818, angledelta 122.4 deg
    204. 

  204. step 148 - lrate 0.000020, wchange 0.01237690, angledelta 122.7 deg
    205. 

  205. step 149 - lrate 0.000020, wchange 0.01031642, angledelta 120.2 deg
    206. 

  206. step 150 - lrate 0.000019, wchange 0.01439288, angledelta 111.7 deg
    207. 

  207. step 151 - lrate 0.000019, wchange 0.01602348, angledelta 120.3 deg
    208. 

  208. step 152 - lrate 0.000018, wchange 0.01319692, angledelta 126.8 deg
    209. 

  209. step 153 - lrate 0.000018, wchange 0.10829208, angledelta 97.2 deg
    210. 

  210. step 154 - lrate 0.000018, wchange 0.11020720, angledelta 160.4 deg
    211. 

  211. step 155 - lrate 0.000017, wchange 0.11149196, angledelta 161.2 deg
    212. 

  212. step 156 - lrate 0.000017, wchange 0.01083525, angledelta 97.3 deg
    213. 

  213. step 157 - lrate 0.000017, wchange 0.21694219, angledelta 98.4 deg
    214. 

  214. step 158 - lrate 0.000016, wchange 0.03087919, angledelta 127.7 deg
    215. 

  215. step 159 - lrate 0.000016, wchange 0.04869057, angledelta 65.5 deg
    216. 

  216. step 160 - lrate 0.000016, wchange 0.00847116, angledelta 99.3 deg
    217. 

  217. step 161 - lrate 0.000015, wchange 0.10683779, angledelta 98.6 deg
    218. 

  218. step 162 - lrate 0.000015, wchange 0.10624210, angledelta 163.0 deg
    219. 

  219. step 163 - lrate 0.000015, wchange 0.00967779, angledelta 100.1 deg
    220. 

  220. step 164 - lrate 0.000014, wchange 0.00813007, angledelta 121.8 deg
    221. 

  221. step 165 - lrate 0.000014, wchange 0.00846534, angledelta 117.7 deg
    222. 

  222. step 166 - lrate 0.000014, wchange 0.00939935, angledelta 117.6 deg
    223. 

  223. step 167 - lrate 0.000014, wchange 0.00958395, angledelta 124.3 deg
    224. 

  224. step 168 - lrate 0.000013, wchange 0.00872192, angledelta 121.4 deg
    225. 

  225. step 169 - lrate 0.000013, wchange 0.00787118, angledelta 124.7 deg
    226. 

  226. step 170 - lrate 0.000013, wchange 0.00748889, angledelta 112.7 deg
    227. 

  227. step 171 - lrate 0.000013, wchange 0.00803936, angledelta 126.5 deg
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  228. step 172 - lrate 0.000012, wchange 0.01017043, angledelta 120.0 deg
    229. 

  229. step 173 - lrate 0.000012, wchange 0.00917495, angledelta 118.5 deg
    230. 

  230. step 174 - lrate 0.000012, wchange 0.00747033, angledelta 125.5 deg
    231. 

  231. step 175 - lrate 0.000012, wchange 0.00957601, angledelta 116.0 deg
    232. 

  232. step 176 - lrate 0.000011, wchange 0.00831539, angledelta 118.2 deg
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  233. step 177 - lrate 0.000011, wchange 0.00747860, angledelta 123.2 deg
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  234. step 178 - lrate 0.000011, wchange 0.00639572, angledelta 122.2 deg
    235. 

  235. step 179 - lrate 0.000011, wchange 0.00674735, angledelta 117.0 deg
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  236. step 180 - lrate 0.000010, wchange 0.00718696, angledelta 129.0 deg
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  237. step 181 - lrate 0.000010, wchange 0.00713726, angledelta 125.1 deg
    238. 

  238. step 182 - lrate 0.000010, wchange 0.00605413, angledelta 126.2 deg
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  239. step 183 - lrate 0.000010, wchange 0.10064155, angledelta 96.2 deg
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  240. step 184 - lrate 0.000010, wchange 0.00536174, angledelta 93.0 deg
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  241. step 185 - lrate 0.000009, wchange 0.10415805, angledelta 100.5 deg
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  242. step 186 - lrate 0.000009, wchange 0.00635233, angledelta 94.7 deg
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  243. step 187 - lrate 0.000009, wchange 0.00500573, angledelta 104.4 deg
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  244. step 188 - lrate 0.000009, wchange 0.00602272, angledelta 122.2 deg
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  245. step 189 - lrate 0.000009, wchange 0.10521228, angledelta 95.4 deg
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  246. step 190 - lrate 0.000009, wchange 0.10354218, angledelta 168.3 deg
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  247. step 191 - lrate 0.000008, wchange 0.00608912, angledelta 97.9 deg
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  248. step 192 - lrate 0.000008, wchange 0.00668983, angledelta 133.5 deg
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  249. step 193 - lrate 0.000008, wchange 0.00548324, angledelta 117.3 deg
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  251. step 195 - lrate 0.000008, wchange 0.00479446, angledelta 126.1 deg
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  252. step 196 - lrate 0.000008, wchange 0.00434467, angledelta 110.7 deg
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    411. 

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    413. 

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    420. 

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    428. 

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    437. 

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    438. 

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    439. 

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    440. 

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    441. 

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    442. 

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    443. 

  443. step 387 - lrate 0.000000, wchange 0.01142607, angledelta  9.0 deg
    444. 

  444. step 388 - lrate 0.000000, wchange 0.00275180, angledelta 171.4 deg
    445. 

  445. step 389 - lrate 0.000000, wchange 0.00096358, angledelta  3.6 deg
    446. 

  446. step 390 - lrate 0.000000, wchange 0.00029260, angledelta  6.7 deg
    447. 

  447. step 391 - lrate 0.000000, wchange 0.00008012, angledelta 11.4 deg
    448. 

  448. step 392 - lrate 0.000000, wchange 0.00218257, angledelta 84.5 deg
    449. 

  449. step 393 - lrate 0.000000, wchange 0.00041408, angledelta 167.7 deg
    450. 

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    451. 

  451. step 395 - lrate 0.000000, wchange 0.00473722, angledelta 124.0 deg
    452. 

  452. step 396 - lrate 0.000000, wchange 0.00343508, angledelta 48.8 deg
    453. 

  453. step 397 - lrate 0.000000, wchange 0.00290373, angledelta 103.1 deg
    454. 

  454. step 398 - lrate 0.000000, wchange 0.00093266, angledelta  5.2 deg
    455. 

  455. step 399 - lrate 0.000000, wchange 0.00031000, angledelta  6.0 deg
    456. 

  456. step 400 - lrate 0.000000, wchange 0.00010205, angledelta  7.8 deg
    457. 

  457. step 401 - lrate 0.000000, wchange 0.00003469, angledelta 15.5 deg
    458. 

  458. step 402 - lrate 0.000000, wchange 0.00001340, angledelta 26.0 deg
    459. 

  459. step 403 - lrate 0.000000, wchange 0.00000568, angledelta 34.9 deg
    460. 

  460. step 404 - lrate 0.000000, wchange 0.00000337, angledelta 51.3 deg
    461. 

  461. step 405 - lrate 0.000000, wchange 0.00000279, angledelta 64.3 deg
    462. 

  462. step 406 - lrate 0.000000, wchange 0.00000185, angledelta 100.3 deg
    463. 

  463. step 407 - lrate 0.000000, wchange 0.00000151, angledelta 99.4 deg
    464. 

  464. step 408 - lrate 0.000000, wchange 0.00000137, angledelta 99.0 deg
    465. 

  465. step 409 - lrate 0.000000, wchange 0.00000140, angledelta 103.0 deg
    466. 

  466. step 410 - lrate 0.000000, wchange 0.00000109, angledelta 93.3 deg
    467. 

  467. step 411 - lrate 0.000000, wchange 0.00000109, angledelta 99.5 deg
    468. 

  468. step 412 - lrate 0.000000, wchange 0.00000104, angledelta 94.6 deg
    469. 

  469. step 413 - lrate 0.000000, wchange 0.00000090, angledelta 99.8 deg
    470. 

  470. step 414 - lrate 0.000000, wchange 0.00000127, angledelta 89.5 deg
    471. 

  471. step 415 - lrate 0.000000, wchange 0.00000085, angledelta 107.9 deg
    472. 

  472. step 416 - lrate 0.000000, wchange 0.00000084, angledelta 94.5 deg
    473. 

  473. step 417 - lrate 0.000000, wchange 0.00000067, angledelta 99.6 deg
    474. 

  474. step 418 - lrate 0.000000, wchange 0.00000071, angledelta 96.5 deg
    475. 

  475. step 419 - lrate 0.000000, wchange 0.00000066, angledelta 97.8 deg
    476. 

  476. step 420 - lrate 0.000000, wchange 0.00000056, angledelta 89.0 deg
    477. 

  477. step 421 - lrate 0.000000, wchange 0.00000054, angledelta 100.8 deg
    478. 

  478. step 422 - lrate 0.000000, wchange 0.00000043, angledelta 96.3 deg
    479. 

  479. step 423 - lrate 0.000000, wchange 0.00000060, angledelta 102.3 deg
    480. 

  480. step 424 - lrate 0.000000, wchange 0.00000044, angledelta 89.5 deg
    481. 

  481. step 425 - lrate 0.000000, wchange 0.00000061, angledelta 101.2 deg
    482. 

  482. step 426 - lrate 0.000000, wchange 0.00000043, angledelta 97.0 deg
    483. 

  483. step 427 - lrate 0.000000, wchange 0.00235259, angledelta 93.8 deg
    484. 

  484. step 428 - lrate 0.000000, wchange 0.01117520, angledelta  0.8 deg
    485. 

  485. step 429 - lrate 0.000000, wchange 0.00297424, angledelta  1.0 deg
    486. 

  486. step 430 - lrate 0.000000, wchange 0.00053370, angledelta 178.4 deg
    487. 

  487. step 431 - lrate 0.000000, wchange 0.00177908, angledelta  1.7 deg
    488. 

  488. step 432 - lrate 0.000000, wchange 0.00130617, angledelta  1.6 deg
    489. 

  489. step 433 - lrate 0.000000, wchange 0.00085787, angledelta  1.9 deg
    490. 

  490. step 434 - lrate 0.000000, wchange 0.00051132, angledelta  1.9 deg
    491. 

  491. step 435 - lrate 0.000000, wchange 0.00117778, angledelta 60.8 deg
    492. 

  492. step 436 - lrate 0.000000, wchange 0.00231574, angledelta 88.9 deg
    493. 

  493. step 437 - lrate 0.000000, wchange 0.00751081, angledelta 39.8 deg
    494. 

  494. step 438 - lrate 0.000000, wchange 0.00234947, angledelta 42.5 deg
    495. 

  495. step 439 - lrate 0.000000, wchange 0.00087305, angledelta 164.1 deg
    496. 

  496. step 440 - lrate 0.000000, wchange 0.00160623, angledelta  6.9 deg
    497. 

  497. step 441 - lrate 0.000000, wchange 0.00119767, angledelta  7.9 deg
    498. 

  498. step 442 - lrate 0.000000, wchange 0.00081330, angledelta  8.5 deg
    499. 

  499. step 443 - lrate 0.000000, wchange 0.00248121, angledelta 77.8 deg
    500. 

  500. step 444 - lrate 0.000000, wchange 0.00221803, angledelta  6.0 deg
    501. 

  501. step 445 - lrate 0.000000, wchange 0.00019506, angledelta 35.9 deg
    502. 

  502. step 446 - lrate 0.000000, wchange 0.00043604, angledelta 127.6 deg
    503. 

  503. step 447 - lrate 0.000000, wchange 0.00177858, angledelta 145.6 deg
    504. 

  504. step 448 - lrate 0.000000, wchange 0.00093774, angledelta 162.9 deg
    505. 

  505. step 449 - lrate 0.000000, wchange 0.00068281, angledelta  2.0 deg
    506. 

  506. step 450 - lrate 0.000000, wchange 0.00032882, angledelta  2.0 deg
    507. 

  507. step 451 - lrate 0.000000, wchange 0.00024794, angledelta 43.2 deg
    508. 

  508. step 452 - lrate 0.000000, wchange 0.01251951, angledelta 93.5 deg
    509. 

  509. step 453 - lrate 0.000000, wchange 0.00014362, angledelta 139.4 deg
    510. 

  510. step 454 - lrate 0.000000, wchange 0.00072452, angledelta 24.6 deg
    511. 

  511. step 455 - lrate 0.000000, wchange 0.00048391, angledelta 25.3 deg
    512. 

  512. step 456 - lrate 0.000000, wchange 0.00030461, angledelta 25.5 deg
    513. 

  513. step 457 - lrate 0.000000, wchange 0.00018213, angledelta 25.3 deg
    514. 

  514. step 458 - lrate 0.000000, wchange 0.00010539, angledelta 25.0 deg
    515. 

  515. step 459 - lrate 0.000000, wchange 0.00005906, angledelta 24.5 deg
    516. 

  516. step 460 - lrate 0.000000, wchange 0.00003207, angledelta 23.8 deg
    517. 

  517. step 461 - lrate 0.000000, wchange 0.00001741, angledelta 23.1 deg
    518. 

  518. step 462 - lrate 0.000000, wchange 0.00000943, angledelta 22.4 deg
    519. 

  519. step 463 - lrate 0.000000, wchange 0.00000511, angledelta 22.4 deg
    520. 

  520. step 464 - lrate 0.000000, wchange 0.00000276, angledelta 22.9 deg
    521. 

  521. step 465 - lrate 0.000000, wchange 0.00000145, angledelta 25.3 deg
    522. 

  522. step 466 - lrate 0.000000, wchange 0.00000090, angledelta 27.9 deg
    523. 

  523. step 467 - lrate 0.000000, wchange 0.01010257, angledelta 162.2 deg
    524. 

  524. step 468 - lrate 0.000000, wchange 0.00624374, angledelta 11.9 deg
    525. 

  525. step 469 - lrate 0.000000, wchange 0.00114988, angledelta 24.5 deg
    526. 

  526. step 470 - lrate 0.000000, wchange 0.00181826, angledelta 164.1 deg
    527. 

  527. step 471 - lrate 0.000000, wchange 0.00123672, angledelta  5.8 deg
    528. 

  528. step 472 - lrate 0.000000, wchange 0.00086649, angledelta  9.4 deg
    529. 

  529. step 473 - lrate 0.000000, wchange 0.00058338, angledelta 11.6 deg
    530. 

  530. step 474 - lrate 0.000000, wchange 0.00005083, angledelta 46.3 deg
    531. 

  531. step 475 - lrate 0.000000, wchange 0.00602000, angledelta 142.1 deg
    532. 

  532. step 476 - lrate 0.000000, wchange 0.00038704, angledelta 163.8 deg
    533. 

  533. step 477 - lrate 0.000000, wchange 0.00073478, angledelta  5.5 deg
    534. 

  534. step 478 - lrate 0.000000, wchange 0.00052785, angledelta  5.9 deg
    535. 

  535. step 479 - lrate 0.000000, wchange 0.00019944, angledelta  4.2 deg
    536. 

  536. step 480 - lrate 0.000000, wchange 0.00600187, angledelta 166.6 deg
    537. 

  537. step 481 - lrate 0.000000, wchange 0.00010927, angledelta 171.5 deg
    538. 

  538. step 482 - lrate 0.000000, wchange 0.00069617, angledelta  5.2 deg
    539. 

  539. step 483 - lrate 0.000000, wchange 0.00051249, angledelta  5.3 deg
    540. 

  540. step 484 - lrate 0.000000, wchange 0.00035692, angledelta  5.4 deg
    541. 

  541. step 485 - lrate 0.000000, wchange 0.00023692, angledelta  5.4 deg
    542. 

  542. step 486 - lrate 0.000000, wchange 0.00015144, angledelta  5.5 deg
    543. 

  543. step 487 - lrate 0.000000, wchange 0.00009414, angledelta  5.6 deg
    544. 

  544. step 488 - lrate 0.000000, wchange 0.00005595, angledelta  5.7 deg
    545. 

  545. step 489 - lrate 0.000000, wchange 0.00003286, angledelta  5.7 deg
    546. 

  546. step 490 - lrate 0.000000, wchange 0.00001912, angledelta  6.0 deg
    547. 

  547. step 491 - lrate 0.000000, wchange 0.00042221, angledelta 87.8 deg
    548. 

  548. step 492 - lrate 0.000000, wchange 0.00046231, angledelta  3.1 deg
    549. 

  549. step 493 - lrate 0.000000, wchange 0.00007610, angledelta 158.4 deg
    550. 

  550. step 494 - lrate 0.000000, wchange 0.00004473, angledelta  3.4 deg
    551. 

  551. step 495 - lrate 0.000000, wchange 0.00002813, angledelta  4.2 deg
    552. 

  552. step 496 - lrate 0.000000, wchange 0.00001791, angledelta  4.9 deg
    553. 

  553. step 497 - lrate 0.000000, wchange 0.00070741, angledelta 95.0 deg
    554. 

  554. step 498 - lrate 0.000000, wchange 0.00785774, angledelta  5.6 deg
    555. 

  555. step 499 - lrate 0.000000, wchange 0.00030253, angledelta 165.6 deg
    556. 

  556. step 500 - lrate 0.000000, wchange 0.00038809, angledelta  2.5 deg
    557. 

  557. step 501 - lrate 0.000000, wchange 0.00027419, angledelta  2.5 deg
    558. 

  558. step 502 - lrate 0.000000, wchange 0.00018622, angledelta  2.7 deg
    559. 

  559. step 503 - lrate 0.000000, wchange 0.00012224, angledelta  2.6 deg
    560. 

  560. step 504 - lrate 0.000000, wchange 0.00007852, angledelta  2.9 deg
    561. 

  561. step 505 - lrate 0.000000, wchange 0.00273020, angledelta 172.1 deg
    562. 

  562. step 506 - lrate 0.000000, wchange 0.00171518, angledelta  0.6 deg
    563. 

  563. step 507 - lrate 0.000000, wchange 0.00050950, angledelta 178.0 deg
    564. 

  564. step 508 - lrate 0.000000, wchange 0.00036602, angledelta  0.9 deg
    565. 

  565. step 509 - lrate 0.000000, wchange 0.00026342, angledelta  1.0 deg
    566. 

  566. step 510 - lrate 0.000000, wchange 0.00018253, angledelta  1.1 deg
    567. 

  567. step 511 - lrate 0.000000, wchange 0.00012259, angledelta  1.4 deg
    568. 

  568. step 512 - lrate 0.000000, wchange 0.00008033, angledelta  1.6 deg
    569. 

  569. Sorting components in descending order of mean projected variance ...
    570. 

  570. the call to "ft_componentanalysis" took 5478 seconds and required the additional allocation of an estimated 1405 MB
    571.