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juliankosciessa
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eegmp_preproc
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10.12751/g-node.6nhr1y
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eegmp_ica_10.out

eegmp_ica_10.out 37 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-010
    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 263 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 279 MB
    17. 

  17. the input is raw data with 71 channels and 1787 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 68.468595
    20. 

  20. concatenating data
    21. 

  21. concatenating trials...
    22. 

  22. Concatenating trial 617 from 1787Concatenating trial 1223 from 1787Concatenating trial 1787 from 1787
    23. 

  23. concatenated data matrix size 71x893500
    24. 

  24. starting decomposition using runica
    25. 

  25. 

  26. Input data size [71,893500] = 71 channels, 893500 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 177 frames per ICA weight ((5041)^2 = 893500 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: -8.33204 to 9.52732
    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. step 1 - lrate 0.000590, wchange 54.10893419, angledelta  0.0 deg
    46. 

  46. Lowering learning rate to 0.000531441 and starting again.
    47. 

  47. Lowering learning rate to 0.000478297 and starting again.
    48. 

  48. step 1 - lrate 0.000478, wchange 48.46151928, angledelta  0.0 deg
    49. 

  49. step 2 - lrate 0.000478, wchange 7.67166308, angledelta  0.0 deg
    50. 

  50. step 3 - lrate 0.000478, wchange 7.51365135, angledelta 90.3 deg
    51. 

  51. step 4 - lrate 0.000469, wchange 7.42349591, angledelta 120.1 deg
    52. 

  52. step 5 - lrate 0.000459, wchange 7.28634710, angledelta 120.2 deg
    53. 

  53. step 6 - lrate 0.000450, wchange 6.90676729, angledelta 118.8 deg
    54. 

  54. step 7 - lrate 0.000441, wchange 6.39588389, angledelta 118.5 deg
    55. 

  55. step 8 - lrate 0.000432, wchange 6.34959217, angledelta 117.9 deg
    56. 

  56. step 9 - lrate 0.000424, wchange 6.43177750, angledelta 116.5 deg
    57. 

  57. step 10 - lrate 0.000415, wchange 6.52423210, angledelta 119.4 deg
    58. 

  58. step 11 - lrate 0.000407, wchange 6.26711509, angledelta 115.6 deg
    59. 

  59. step 12 - lrate 0.000399, wchange 6.20516673, angledelta 118.1 deg
    60. 

  60. step 13 - lrate 0.000391, wchange 6.15624305, angledelta 121.9 deg
    61. 

  61. step 14 - lrate 0.000383, wchange 5.22155922, angledelta 118.7 deg
    62. 

  62. step 15 - lrate 0.000375, wchange 4.98014908, angledelta 114.9 deg
    63. 

  63. step 16 - lrate 0.000368, wchange 5.39264219, angledelta 118.3 deg
    64. 

  64. step 17 - lrate 0.000360, wchange 5.51781298, angledelta 120.1 deg
    65. 

  65. step 18 - lrate 0.000353, wchange 5.00171900, angledelta 119.1 deg
    66. 

  66. step 19 - lrate 0.000346, wchange 4.75458478, angledelta 115.8 deg
    67. 

  67. step 20 - lrate 0.000339, wchange 5.52633514, angledelta 119.2 deg
    68. 

  68. step 21 - lrate 0.000332, wchange 4.86710183, angledelta 120.0 deg
    69. 

  69. step 22 - lrate 0.000326, wchange 4.62949275, angledelta 119.9 deg
    70. 

  70. step 23 - lrate 0.000319, wchange 4.62897768, angledelta 114.9 deg
    71. 

  71. step 24 - lrate 0.000313, wchange 5.13114091, angledelta 120.3 deg
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  72. step 25 - lrate 0.000307, wchange 5.30163552, angledelta 123.0 deg
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  73. step 26 - lrate 0.000301, wchange 5.12499597, angledelta 123.8 deg
    74. 

  74. step 27 - lrate 0.000295, wchange 4.97363369, angledelta 119.3 deg
    75. 

  75. step 28 - lrate 0.000289, wchange 4.60647391, angledelta 122.4 deg
    76. 

  76. step 29 - lrate 0.000283, wchange 4.39821860, angledelta 119.8 deg
    77. 

  77. step 30 - lrate 0.000277, wchange 4.38510628, angledelta 121.8 deg
    78. 

  78. step 31 - lrate 0.000272, wchange 4.90626159, angledelta 121.4 deg
    79. 

  79. step 32 - lrate 0.000266, wchange 4.30011546, angledelta 123.8 deg
    80. 

  80. step 33 - lrate 0.000261, wchange 3.90058859, angledelta 120.7 deg
    81. 

  81. step 34 - lrate 0.000256, wchange 3.81596615, angledelta 117.4 deg
    82. 

  82. step 35 - lrate 0.000251, wchange 3.71361638, angledelta 126.9 deg
    83. 

  83. step 36 - lrate 0.000246, wchange 3.90409962, angledelta 122.4 deg
    84. 

  84. step 37 - lrate 0.000241, wchange 3.83728637, angledelta 128.0 deg
    85. 

  85. step 38 - lrate 0.000236, wchange 3.30940808, angledelta 115.7 deg
    86. 

  86. step 39 - lrate 0.000231, wchange 3.78318723, angledelta 119.4 deg
    87. 

  87. step 40 - lrate 0.000226, wchange 3.04261178, angledelta 112.9 deg
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  88. step 41 - lrate 0.000222, wchange 3.45120691, angledelta 116.9 deg
    89. 

  89. step 42 - lrate 0.000218, wchange 3.01861782, angledelta 121.8 deg
    90. 

  90. step 43 - lrate 0.000213, wchange 3.08114065, angledelta 114.4 deg
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  91. step 44 - lrate 0.000209, wchange 3.36902606, angledelta 125.6 deg
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  92. step 45 - lrate 0.000205, wchange 2.54910788, angledelta 106.6 deg
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  93. step 46 - lrate 0.000201, wchange 2.14995993, angledelta 112.3 deg
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  94. step 47 - lrate 0.000197, wchange 3.21927052, angledelta 113.0 deg
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  95. step 48 - lrate 0.000193, wchange 2.30835931, angledelta 117.1 deg
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  96. step 49 - lrate 0.000189, wchange 2.56872283, angledelta 114.2 deg
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  97. step 50 - lrate 0.000185, wchange 1.88907498, angledelta 114.8 deg
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  98. step 51 - lrate 0.000181, wchange 2.61657881, angledelta 109.1 deg
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  99. step 52 - lrate 0.000178, wchange 1.91077515, angledelta 112.6 deg
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  100. step 53 - lrate 0.000174, wchange 2.15021796, angledelta 112.9 deg
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  101. step 54 - lrate 0.000171, wchange 2.24739709, angledelta 120.2 deg
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  102. step 55 - lrate 0.000167, wchange 1.21979620, angledelta 109.9 deg
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  103. step 56 - lrate 0.000164, wchange 1.38585678, angledelta 105.8 deg
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  104. step 57 - lrate 0.000161, wchange 2.01502470, angledelta 118.3 deg
    105. 

  105. step 58 - lrate 0.000157, wchange 2.15277453, angledelta 128.5 deg
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  106. step 59 - lrate 0.000154, wchange 1.81740815, angledelta 124.0 deg
    107. 

  107. step 60 - lrate 0.000151, wchange 1.81111909, angledelta 114.8 deg
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  108. step 61 - lrate 0.000148, wchange 1.37506629, angledelta 119.3 deg
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  109. step 62 - lrate 0.000145, wchange 1.35017581, angledelta 114.7 deg
    110. 

  110. step 63 - lrate 0.000142, wchange 1.43993682, angledelta 114.9 deg
    111. 

  111. step 64 - lrate 0.000139, wchange 1.00981873, angledelta 116.9 deg
    112. 

  112. step 65 - lrate 0.000137, wchange 1.13867621, angledelta 100.3 deg
    113. 

  113. step 66 - lrate 0.000134, wchange 1.26341365, angledelta 123.2 deg
    114. 

  114. step 67 - lrate 0.000131, wchange 0.97924689, angledelta 117.2 deg
    115. 

  115. step 68 - lrate 0.000129, wchange 1.42409385, angledelta 105.0 deg
    116. 

  116. step 69 - lrate 0.000126, wchange 0.97417717, angledelta 116.7 deg
    117. 

  117. step 70 - lrate 0.000124, wchange 0.97588087, angledelta 108.6 deg
    118. 

  118. step 71 - lrate 0.000121, wchange 1.02311172, angledelta 103.3 deg
    119. 

  119. step 72 - lrate 0.000119, wchange 0.77636677, angledelta 109.2 deg
    120. 

  120. step 73 - lrate 0.000116, wchange 1.28272409, angledelta 118.5 deg
    121. 

  121. step 74 - lrate 0.000114, wchange 0.84474197, angledelta 120.1 deg
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  122. step 75 - lrate 0.000112, wchange 0.31786822, angledelta 110.3 deg
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  123. step 76 - lrate 0.000109, wchange 0.15295630, angledelta 114.2 deg
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  124. step 77 - lrate 0.000107, wchange 0.15493318, angledelta 122.7 deg
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  125. step 78 - lrate 0.000105, wchange 0.73178281, angledelta 104.4 deg
    126. 

  126. step 79 - lrate 0.000103, wchange 0.33609829, angledelta 98.3 deg
    127. 

  127. step 80 - lrate 0.000101, wchange 0.34525305, angledelta 136.3 deg
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  128. step 81 - lrate 0.000099, wchange 0.13089538, angledelta 110.5 deg
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  129. step 82 - lrate 0.000097, wchange 0.14283392, angledelta 122.6 deg
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  130. step 83 - lrate 0.000095, wchange 0.30876259, angledelta 108.9 deg
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  131. step 84 - lrate 0.000093, wchange 0.28226514, angledelta 139.6 deg
    132. 

  132. step 85 - lrate 0.000091, wchange 0.23564307, angledelta 101.3 deg
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  133. step 86 - lrate 0.000089, wchange 0.98151995, angledelta 117.6 deg
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  134. step 87 - lrate 0.000088, wchange 0.36543211, angledelta 108.0 deg
    135. 

  135. step 88 - lrate 0.000086, wchange 0.17445870, angledelta 105.7 deg
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  136. step 89 - lrate 0.000084, wchange 0.12220214, angledelta 108.4 deg
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  137. step 90 - lrate 0.000082, wchange 0.13695949, angledelta 115.9 deg
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  138. step 91 - lrate 0.000081, wchange 0.30767134, angledelta 109.4 deg
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  139. step 92 - lrate 0.000079, wchange 0.19765246, angledelta 122.8 deg
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  140. step 93 - lrate 0.000078, wchange 0.15812965, angledelta 105.5 deg
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  141. step 94 - lrate 0.000076, wchange 0.10841195, angledelta 101.1 deg
    142. 

  142. step 95 - lrate 0.000075, wchange 0.19645231, angledelta 120.5 deg
    143. 

  143. step 96 - lrate 0.000073, wchange 0.28828382, angledelta 127.3 deg
    144. 

  144. step 97 - lrate 0.000072, wchange 0.18810291, angledelta 126.5 deg
    145. 

  145. step 98 - lrate 0.000070, wchange 0.08726108, angledelta 109.6 deg
    146. 

  146. step 99 - lrate 0.000069, wchange 0.07547690, angledelta 118.7 deg
    147. 

  147. step 100 - lrate 0.000067, wchange 0.07581040, angledelta 119.4 deg
    148. 

  148. step 101 - lrate 0.000066, wchange 0.06449751, angledelta 117.2 deg
    149. 

  149. step 102 - lrate 0.000065, wchange 0.06438420, angledelta 112.4 deg
    150. 

  150. step 103 - lrate 0.000063, wchange 0.06612224, angledelta 117.0 deg
    151. 

  151. step 104 - lrate 0.000062, wchange 0.08713674, angledelta 117.8 deg
    152. 

  152. step 105 - lrate 0.000061, wchange 0.06161549, angledelta 122.7 deg
    153. 

  153. step 106 - lrate 0.000060, wchange 0.06905908, angledelta 105.5 deg
    154. 

  154. step 107 - lrate 0.000059, wchange 0.08060631, angledelta 125.0 deg
    155. 

  155. step 108 - lrate 0.000057, wchange 0.13731738, angledelta 107.3 deg
    156. 

  156. step 109 - lrate 0.000056, wchange 0.07087931, angledelta 103.3 deg
    157. 

  157. step 110 - lrate 0.000055, wchange 0.23018544, angledelta 110.9 deg
    158. 

  158. step 111 - lrate 0.000054, wchange 0.13155336, angledelta 125.9 deg
    159. 

  159. step 112 - lrate 0.000053, wchange 0.23313830, angledelta 123.1 deg
    160. 

  160. step 113 - lrate 0.000052, wchange 0.31800454, angledelta 135.3 deg
    161. 

  161. step 114 - lrate 0.000051, wchange 0.17163899, angledelta 120.5 deg
    162. 

  162. step 115 - lrate 0.000050, wchange 0.07077113, angledelta 106.5 deg
    163. 

  163. step 116 - lrate 0.000049, wchange 0.05823785, angledelta 116.5 deg
    164. 

  164. step 117 - lrate 0.000048, wchange 0.05725221, angledelta 113.8 deg
    165. 

  165. step 118 - lrate 0.000047, wchange 0.09142128, angledelta 116.8 deg
    166. 

  166. step 119 - lrate 0.000046, wchange 0.07368959, angledelta 134.1 deg
    167. 

  167. step 120 - lrate 0.000045, wchange 0.14215101, angledelta 133.6 deg
    168. 

  168. step 121 - lrate 0.000044, wchange 0.08958895, angledelta 138.7 deg
    169. 

  169. step 122 - lrate 0.000043, wchange 0.05884378, angledelta 128.3 deg
    170. 

  170. step 123 - lrate 0.000042, wchange 0.19061147, angledelta 116.7 deg
    171. 

  171. step 124 - lrate 0.000042, wchange 0.13812795, angledelta 136.2 deg
    172. 

  172. step 125 - lrate 0.000041, wchange 0.03838793, angledelta 103.1 deg
    173. 

  173. step 126 - lrate 0.000040, wchange 0.12879409, angledelta 106.9 deg
    174. 

  174. step 127 - lrate 0.000039, wchange 0.13098927, angledelta 150.5 deg
    175. 

  175. step 128 - lrate 0.000038, wchange 0.04952018, angledelta 107.9 deg
    176. 

  176. step 129 - lrate 0.000038, wchange 0.04783858, angledelta 124.2 deg
    177. 

  177. step 130 - lrate 0.000037, wchange 0.13947167, angledelta 101.8 deg
    178. 

  178. step 131 - lrate 0.000036, wchange 0.14856107, angledelta 148.9 deg
    179. 

  179. step 132 - lrate 0.000035, wchange 0.05459946, angledelta 102.9 deg
    180. 

  180. step 133 - lrate 0.000035, wchange 0.16143358, angledelta 114.2 deg
    181. 

  181. step 134 - lrate 0.000034, wchange 0.13788883, angledelta 143.4 deg
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  182. step 135 - lrate 0.000033, wchange 0.03021318, angledelta 103.9 deg
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  183. step 136 - lrate 0.000033, wchange 0.03014633, angledelta 110.2 deg
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  184. step 137 - lrate 0.000032, wchange 0.02616199, angledelta 114.6 deg
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  185. step 138 - lrate 0.000031, wchange 0.02959462, angledelta 109.6 deg
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  186. step 139 - lrate 0.000031, wchange 0.02840633, angledelta 115.3 deg
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  187. step 140 - lrate 0.000030, wchange 0.02383480, angledelta 114.8 deg
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  188. step 141 - lrate 0.000029, wchange 0.11413131, angledelta 105.1 deg
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  189. step 142 - lrate 0.000029, wchange 0.04895887, angledelta 116.2 deg
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  191. step 144 - lrate 0.000028, wchange 0.03154570, angledelta 105.8 deg
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  193. step 146 - lrate 0.000027, wchange 0.02804547, angledelta 114.6 deg
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  194. step 147 - lrate 0.000026, wchange 0.06583027, angledelta 111.6 deg
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  195. step 148 - lrate 0.000026, wchange 0.02897465, angledelta 105.0 deg
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  197. step 150 - lrate 0.000025, wchange 0.10933584, angledelta 143.8 deg
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  198. step 151 - lrate 0.000024, wchange 0.10988832, angledelta 154.0 deg
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  199. step 152 - lrate 0.000024, wchange 0.11951253, angledelta 152.0 deg
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  200. step 153 - lrate 0.000023, wchange 0.14737135, angledelta 141.1 deg
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  201. step 154 - lrate 0.000023, wchange 0.13835998, angledelta 155.9 deg
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  202. step 155 - lrate 0.000022, wchange 0.17054505, angledelta 147.5 deg
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  203. step 156 - lrate 0.000022, wchange 0.17599551, angledelta 159.3 deg
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  204. step 157 - lrate 0.000021, wchange 0.17675428, angledelta 162.2 deg
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  205. step 158 - lrate 0.000021, wchange 0.17033299, angledelta 159.1 deg
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  206. step 159 - lrate 0.000020, wchange 0.09578327, angledelta 146.1 deg
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  207. step 160 - lrate 0.000020, wchange 0.04380096, angledelta 140.9 deg
    208. 

  208. step 161 - lrate 0.000020, wchange 0.05390050, angledelta 136.5 deg
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  209. step 162 - lrate 0.000019, wchange 0.02059986, angledelta 116.5 deg
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  210. step 163 - lrate 0.000019, wchange 0.10690685, angledelta 100.9 deg
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  211. step 164 - lrate 0.000018, wchange 0.17640841, angledelta 128.7 deg
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  212. step 165 - lrate 0.000018, wchange 0.11136725, angledelta 130.4 deg
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  213. step 166 - lrate 0.000018, wchange 0.01829529, angledelta 101.0 deg
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  214. step 167 - lrate 0.000017, wchange 0.01544704, angledelta 113.2 deg
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  215. step 168 - lrate 0.000017, wchange 0.01662342, angledelta 116.2 deg
    216. 

  216. step 169 - lrate 0.000017, wchange 0.04707894, angledelta 103.1 deg
    217. 

  217. step 170 - lrate 0.000016, wchange 0.04962579, angledelta 137.4 deg
    218. 

  218. step 171 - lrate 0.000016, wchange 0.07954836, angledelta 145.3 deg
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  219. step 172 - lrate 0.000016, wchange 0.08184856, angledelta 148.8 deg
    220. 

  220. step 173 - lrate 0.000015, wchange 0.01579669, angledelta 108.1 deg
    221. 

  221. step 174 - lrate 0.000015, wchange 0.01532008, angledelta 109.3 deg
    222. 

  222. step 175 - lrate 0.000015, wchange 0.01237098, angledelta 120.3 deg
    223. 

  223. step 176 - lrate 0.000015, wchange 0.01160865, angledelta 116.4 deg
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  224. step 177 - lrate 0.000014, wchange 0.01252425, angledelta 116.6 deg
    225. 

  225. step 178 - lrate 0.000014, wchange 0.02990715, angledelta 110.0 deg
    226. 

  226. step 179 - lrate 0.000014, wchange 0.11144623, angledelta 113.7 deg
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  227. step 180 - lrate 0.000013, wchange 0.08478598, angledelta 157.0 deg
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  228. step 181 - lrate 0.000013, wchange 0.01713081, angledelta 96.8 deg
    229. 

  229. step 182 - lrate 0.000013, wchange 0.03420791, angledelta 133.1 deg
    230. 

  230. step 183 - lrate 0.000013, wchange 0.03206569, angledelta 146.1 deg
    231. 

  231. step 184 - lrate 0.000012, wchange 0.01583554, angledelta 138.1 deg
    232. 

  232. step 185 - lrate 0.000012, wchange 0.04447502, angledelta 123.4 deg
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  233. step 186 - lrate 0.000012, wchange 0.03843523, angledelta 144.5 deg
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  234. step 187 - lrate 0.000012, wchange 0.02134490, angledelta 129.6 deg
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  235. step 188 - lrate 0.000011, wchange 0.02781725, angledelta 134.2 deg
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  236. step 189 - lrate 0.000011, wchange 0.04172979, angledelta 147.3 deg
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  237. step 190 - lrate 0.000011, wchange 0.02405379, angledelta 126.1 deg
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  239. step 192 - lrate 0.000011, wchange 0.01206709, angledelta 93.8 deg
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  241. step 194 - lrate 0.000010, wchange 0.04944958, angledelta 155.8 deg
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  242. step 195 - lrate 0.000010, wchange 0.01958089, angledelta 108.0 deg
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  243. step 196 - lrate 0.000010, wchange 0.02038452, angledelta 76.6 deg
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  244. step 197 - lrate 0.000009, wchange 0.05357594, angledelta 141.7 deg
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    411. 

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    413. 

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    414. 

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    420. 

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    432. 

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    438. 

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    440. 

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    441. 

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    442. 

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    443. 

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    444. 

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    445. 

  445. step 398 - lrate 0.000000, wchange 0.00004519, angledelta 95.5 deg
    446. 

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    447. 

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    448. 

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    449. 

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    450. 

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    451. 

  451. step 404 - lrate 0.000000, wchange 0.00016316, angledelta 78.5 deg
    452. 

  452. step 405 - lrate 0.000000, wchange 0.00005630, angledelta 107.7 deg
    453. 

  453. step 406 - lrate 0.000000, wchange 0.00012556, angledelta 110.7 deg
    454. 

  454. step 407 - lrate 0.000000, wchange 0.00063857, angledelta 31.6 deg
    455. 

  455. step 408 - lrate 0.000000, wchange 0.00055729, angledelta 152.0 deg
    456. 

  456. step 409 - lrate 0.000000, wchange 0.00016501, angledelta 155.8 deg
    457. 

  457. step 410 - lrate 0.000000, wchange 0.00019284, angledelta 46.8 deg
    458. 

  458. step 411 - lrate 0.000000, wchange 0.00018289, angledelta 150.1 deg
    459. 

  459. step 412 - lrate 0.000000, wchange 0.00049940, angledelta 69.5 deg
    460. 

  460. step 413 - lrate 0.000000, wchange 0.00016207, angledelta 164.4 deg
    461. 

  461. step 414 - lrate 0.000000, wchange 0.00034524, angledelta 18.0 deg
    462. 

  462. step 415 - lrate 0.000000, wchange 0.00006176, angledelta 126.2 deg
    463. 

  463. step 416 - lrate 0.000000, wchange 0.00010525, angledelta 42.1 deg
    464. 

  464. step 417 - lrate 0.000000, wchange 0.00017460, angledelta 81.3 deg
    465. 

  465. step 418 - lrate 0.000000, wchange 0.00002762, angledelta 133.6 deg
    466. 

  466. step 419 - lrate 0.000000, wchange 0.00012646, angledelta 64.0 deg
    467. 

  467. step 420 - lrate 0.000000, wchange 0.00004821, angledelta 87.8 deg
    468. 

  468. step 421 - lrate 0.000000, wchange 0.00018481, angledelta 131.6 deg
    469. 

  469. step 422 - lrate 0.000000, wchange 0.00002875, angledelta 62.1 deg
    470. 

  470. step 423 - lrate 0.000000, wchange 0.00003213, angledelta 30.7 deg
    471. 

  471. step 424 - lrate 0.000000, wchange 0.00006125, angledelta 109.6 deg
    472. 

  472. step 425 - lrate 0.000000, wchange 0.00017846, angledelta 74.8 deg
    473. 

  473. step 426 - lrate 0.000000, wchange 0.00003149, angledelta 37.6 deg
    474. 

  474. step 427 - lrate 0.000000, wchange 0.00039858, angledelta 170.6 deg
    475. 

  475. step 428 - lrate 0.000000, wchange 0.00027950, angledelta 144.7 deg
    476. 

  476. step 429 - lrate 0.000000, wchange 0.00128294, angledelta 113.4 deg
    477. 

  477. step 430 - lrate 0.000000, wchange 0.00021416, angledelta 149.3 deg
    478. 

  478. step 431 - lrate 0.000000, wchange 0.00020909, angledelta 67.4 deg
    479. 

  479. step 432 - lrate 0.000000, wchange 0.00011987, angledelta 35.0 deg
    480. 

  480. step 433 - lrate 0.000000, wchange 0.00005941, angledelta 41.7 deg
    481. 

  481. step 434 - lrate 0.000000, wchange 0.00013720, angledelta 73.8 deg
    482. 

  482. step 435 - lrate 0.000000, wchange 0.00007872, angledelta 36.6 deg
    483. 

  483. step 436 - lrate 0.000000, wchange 0.00008986, angledelta 142.0 deg
    484. 

  484. step 437 - lrate 0.000000, wchange 0.00006192, angledelta 60.9 deg
    485. 

  485. step 438 - lrate 0.000000, wchange 0.00004345, angledelta 143.5 deg
    486. 

  486. step 439 - lrate 0.000000, wchange 0.00001735, angledelta 50.6 deg
    487. 

  487. step 440 - lrate 0.000000, wchange 0.00049036, angledelta 133.5 deg
    488. 

  488. step 441 - lrate 0.000000, wchange 0.00022268, angledelta 33.3 deg
    489. 

  489. step 442 - lrate 0.000000, wchange 0.00001360, angledelta 126.6 deg
    490. 

  490. step 443 - lrate 0.000000, wchange 0.00003486, angledelta 53.2 deg
    491. 

  491. step 444 - lrate 0.000000, wchange 0.00004241, angledelta 98.2 deg
    492. 

  492. step 445 - lrate 0.000000, wchange 0.00000325, angledelta 48.9 deg
    493. 

  493. step 446 - lrate 0.000000, wchange 0.00016493, angledelta 66.8 deg
    494. 

  494. step 447 - lrate 0.000000, wchange 0.00009745, angledelta 45.3 deg
    495. 

  495. step 448 - lrate 0.000000, wchange 0.00001980, angledelta 45.6 deg
    496. 

  496. step 449 - lrate 0.000000, wchange 0.00000596, angledelta 133.8 deg
    497. 

  497. step 450 - lrate 0.000000, wchange 0.00011205, angledelta 60.3 deg
    498. 

  498. step 451 - lrate 0.000000, wchange 0.00006964, angledelta 124.7 deg
    499. 

  499. step 452 - lrate 0.000000, wchange 0.00041279, angledelta 103.6 deg
    500. 

  500. step 453 - lrate 0.000000, wchange 0.00003247, angledelta 48.1 deg
    501. 

  501. step 454 - lrate 0.000000, wchange 0.00001744, angledelta 147.1 deg
    502. 

  502. step 455 - lrate 0.000000, wchange 0.00025694, angledelta 142.9 deg
    503. 

  503. step 456 - lrate 0.000000, wchange 0.00000468, angledelta 34.7 deg
    504. 

  504. step 457 - lrate 0.000000, wchange 0.00008085, angledelta 167.3 deg
    505. 

  505. step 458 - lrate 0.000000, wchange 0.00005668, angledelta 14.3 deg
    506. 

  506. step 459 - lrate 0.000000, wchange 0.00010900, angledelta 151.5 deg
    507. 

  507. step 460 - lrate 0.000000, wchange 0.00000631, angledelta 99.8 deg
    508. 

  508. step 461 - lrate 0.000000, wchange 0.00002944, angledelta 94.3 deg
    509. 

  509. step 462 - lrate 0.000000, wchange 0.00010735, angledelta 37.9 deg
    510. 

  510. step 463 - lrate 0.000000, wchange 0.00007537, angledelta 47.6 deg
    511. 

  511. step 464 - lrate 0.000000, wchange 0.00009052, angledelta 91.6 deg
    512. 

  512. step 465 - lrate 0.000000, wchange 0.00010395, angledelta 53.6 deg
    513. 

  513. step 466 - lrate 0.000000, wchange 0.00006573, angledelta 106.4 deg
    514. 

  514. step 467 - lrate 0.000000, wchange 0.00004845, angledelta 138.8 deg
    515. 

  515. step 468 - lrate 0.000000, wchange 0.00000476, angledelta 86.8 deg
    516. 

  516. step 469 - lrate 0.000000, wchange 0.00002426, angledelta 95.5 deg
    517. 

  517. step 470 - lrate 0.000000, wchange 0.00005656, angledelta 129.1 deg
    518. 

  518. step 471 - lrate 0.000000, wchange 0.00003836, angledelta  7.5 deg
    519. 

  519. step 472 - lrate 0.000000, wchange 0.00002511, angledelta 144.6 deg
    520. 

  520. step 473 - lrate 0.000000, wchange 0.00006072, angledelta 60.5 deg
    521. 

  521. step 474 - lrate 0.000000, wchange 0.00009590, angledelta 167.7 deg
    522. 

  522. step 475 - lrate 0.000000, wchange 0.00007609, angledelta 169.5 deg
    523. 

  523. step 476 - lrate 0.000000, wchange 0.00004146, angledelta 22.1 deg
    524. 

  524. step 477 - lrate 0.000000, wchange 0.00001380, angledelta 67.3 deg
    525. 

  525. step 478 - lrate 0.000000, wchange 0.00001739, angledelta 165.5 deg
    526. 

  526. step 479 - lrate 0.000000, wchange 0.00004069, angledelta 47.3 deg
    527. 

  527. step 480 - lrate 0.000000, wchange 0.00002009, angledelta 22.2 deg
    528. 

  528. step 481 - lrate 0.000000, wchange 0.00003017, angledelta 70.4 deg
    529. 

  529. step 482 - lrate 0.000000, wchange 0.00003863, angledelta 157.5 deg
    530. 

  530. step 483 - lrate 0.000000, wchange 0.00004205, angledelta 61.8 deg
    531. 

  531. step 484 - lrate 0.000000, wchange 0.00002628, angledelta 48.3 deg
    532. 

  532. step 485 - lrate 0.000000, wchange 0.00004817, angledelta 70.0 deg
    533. 

  533. step 486 - lrate 0.000000, wchange 0.00001720, angledelta 68.5 deg
    534. 

  534. step 487 - lrate 0.000000, wchange 0.00006971, angledelta 96.4 deg
    535. 

  535. step 488 - lrate 0.000000, wchange 0.00004812, angledelta 162.7 deg
    536. 

  536. step 489 - lrate 0.000000, wchange 0.00001706, angledelta 16.2 deg
    537. 

  537. step 490 - lrate 0.000000, wchange 0.00002371, angledelta 127.8 deg
    538. 

  538. step 491 - lrate 0.000000, wchange 0.00001154, angledelta 90.7 deg
    539. 

  539. step 492 - lrate 0.000000, wchange 0.00005142, angledelta 83.6 deg
    540. 

  540. step 493 - lrate 0.000000, wchange 0.00001065, angledelta 115.4 deg
    541. 

  541. step 494 - lrate 0.000000, wchange 0.00004639, angledelta 94.5 deg
    542. 

  542. step 495 - lrate 0.000000, wchange 0.00001414, angledelta 118.1 deg
    543. 

  543. step 496 - lrate 0.000000, wchange 0.00001825, angledelta 72.0 deg
    544. 

  544. step 497 - lrate 0.000000, wchange 0.00000112, angledelta 127.4 deg
    545. 

  545. step 498 - lrate 0.000000, wchange 0.00003137, angledelta 98.4 deg
    546. 

  546. step 499 - lrate 0.000000, wchange 0.00003866, angledelta 43.5 deg
    547. 

  547. step 500 - lrate 0.000000, wchange 0.00000171, angledelta 51.1 deg
    548. 

  548. step 501 - lrate 0.000000, wchange 0.00000364, angledelta 137.5 deg
    549. 

  549. step 502 - lrate 0.000000, wchange 0.00000728, angledelta 87.4 deg
    550. 

  550. step 503 - lrate 0.000000, wchange 0.00002649, angledelta 80.4 deg
    551. 

  551. step 504 - lrate 0.000000, wchange 0.00000379, angledelta 68.0 deg
    552. 

  552. step 505 - lrate 0.000000, wchange 0.00000882, angledelta 125.1 deg
    553. 

  553. step 506 - lrate 0.000000, wchange 0.00000762, angledelta 49.5 deg
    554. 

  554. step 507 - lrate 0.000000, wchange 0.00000790, angledelta 91.7 deg
    555. 

  555. step 508 - lrate 0.000000, wchange 0.00001240, angledelta 27.3 deg
    556. 

  556. step 509 - lrate 0.000000, wchange 0.00003768, angledelta 126.4 deg
    557. 

  557. step 510 - lrate 0.000000, wchange 0.00000339, angledelta 30.2 deg
    558. 

  558. step 511 - lrate 0.000000, wchange 0.00001614, angledelta 70.7 deg
    559. 

  559. step 512 - lrate 0.000000, wchange 0.00005855, angledelta 38.5 deg
    560. 

  560. Sorting components in descending order of mean projected variance ...
    561. 

  561. the call to "ft_componentanalysis" took 5403 seconds and required the additional allocation of an estimated 1419 MB
    562.