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juliankosciessa
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eegmp_preproc
DOI
10.12751/g-node.6nhr1y
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log_sub-019_ica1_06-Jan-2022.txt

log_sub-019_ica1_06-Jan-2022.txt 27 KB
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  1. 

  2. Input data size [71,1111500] = 71 channels, 1111500 frames
    3. 

  3. Finding 71 ICA components using extended ICA.
    4. 

  4. Kurtosis will be calculated initially every 1 blocks using 6000 data points.
    5. 

  5. Decomposing 220 frames per ICA weight ((5041)^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: -3.75964 to 3.43819
    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. step 1 - lrate 0.000052, wchange 33.83902587, angledelta  0.0 deg
    45. 

  45. step 2 - lrate 0.000052, wchange 1.03259052, angledelta  0.0 deg
    46. 

  46. Lowering learning rate to 4.71013e-05 and starting again.
    47. 

  47. Lowering learning rate to 4.23912e-05 and starting again.
    48. 

  48. Lowering learning rate to 3.8152e-05 and starting again.
    49. 

  49. step 1 - lrate 0.000038, wchange 29.49095528, angledelta  0.0 deg
    50. 

  50. step 2 - lrate 0.000038, wchange 0.42914376, angledelta  0.0 deg
    51. 

  51. step 3 - lrate 0.000038, wchange 1.51586995, angledelta 92.7 deg
    52. 

  52. step 4 - lrate 0.000037, wchange 2.17209760, angledelta 155.3 deg
    53. 

  53. step 5 - lrate 0.000037, wchange 1.08627977, angledelta 19.2 deg
    54. 

  54. Lowering learning rate to 3.29771e-05 and starting again.
    55. 

  55. step 1 - lrate 0.000033, wchange 29.87003829, angledelta  0.0 deg
    56. 

  56. step 2 - lrate 0.000033, wchange 0.52513070, angledelta  0.0 deg
    57. 

  57. step 3 - lrate 0.000033, wchange 0.38268517, angledelta 72.2 deg
    58. 

  58. step 4 - lrate 0.000032, wchange 0.36630542, angledelta 130.5 deg
    59. 

  59. step 5 - lrate 0.000032, wchange 0.29876355, angledelta 137.1 deg
    60. 

  60. step 6 - lrate 0.000031, wchange 0.08938174, angledelta 123.6 deg
    61. 

  61. step 7 - lrate 0.000030, wchange 0.15160921, angledelta 51.0 deg
    62. 

  62. step 8 - lrate 0.000030, wchange 0.07038047, angledelta 46.0 deg
    63. 

  63. step 9 - lrate 0.000030, wchange 0.17820380, angledelta 119.3 deg
    64. 

  64. step 10 - lrate 0.000030, wchange 0.13605939, angledelta 141.4 deg
    65. 

  65. step 11 - lrate 0.000029, wchange 0.22789745, angledelta 143.9 deg
    66. 

  66. step 12 - lrate 0.000029, wchange 0.14064434, angledelta 149.3 deg
    67. 

  67. step 13 - lrate 0.000028, wchange 0.02190369, angledelta 95.5 deg
    68. 

  68. step 14 - lrate 0.000027, wchange 0.07247224, angledelta 96.5 deg
    69. 

  69. step 15 - lrate 0.000027, wchange 0.25613918, angledelta 40.2 deg
    70. 

  70. step 16 - lrate 0.000027, wchange 0.02028065, angledelta 89.8 deg
    71. 

  71. step 17 - lrate 0.000026, wchange 0.02640084, angledelta 107.6 deg
    72. 

  72. step 18 - lrate 0.000026, wchange 0.13680281, angledelta 105.6 deg
    73. 

  73. step 19 - lrate 0.000025, wchange 0.68093532, angledelta 132.7 deg
    74. 

  74. step 20 - lrate 0.000025, wchange 0.59568788, angledelta 155.4 deg
    75. 

  75. step 21 - lrate 0.000024, wchange 0.64528674, angledelta 169.7 deg
    76. 

  76. step 22 - lrate 0.000024, wchange 0.09409063, angledelta 26.5 deg
    77. 

  77. step 23 - lrate 0.000024, wchange 0.04220065, angledelta 141.2 deg
    78. 

  78. step 24 - lrate 0.000023, wchange 0.98302578, angledelta 40.3 deg
    79. 

  79. step 25 - lrate 0.000023, wchange 0.16012716, angledelta 138.5 deg
    80. 

  80. step 26 - lrate 0.000023, wchange 0.49579723, angledelta 24.1 deg
    81. 

  81. step 27 - lrate 0.000023, wchange 1.02308301, angledelta 160.6 deg
    82. 

  82. step 28 - lrate 0.000022, wchange 0.79117645, angledelta 169.6 deg
    83. 

  83. step 29 - lrate 0.000022, wchange 0.02381188, angledelta 91.7 deg
    84. 

  84. step 30 - lrate 0.000022, wchange 0.01733451, angledelta 111.9 deg
    85. 

  85. step 31 - lrate 0.000021, wchange 0.03615000, angledelta 122.5 deg
    86. 

  86. step 32 - lrate 0.000021, wchange 0.76353335, angledelta 144.5 deg
    87. 

  87. step 33 - lrate 0.000020, wchange 0.47896722, angledelta 170.6 deg
    88. 

  88. step 34 - lrate 0.000020, wchange 0.01187573, angledelta 75.6 deg
    89. 

  89. step 35 - lrate 0.000020, wchange 0.02474663, angledelta 90.2 deg
    90. 

  90. step 36 - lrate 0.000019, wchange 0.01202813, angledelta 91.7 deg
    91. 

  91. step 37 - lrate 0.000019, wchange 0.53272178, angledelta 112.6 deg
    92. 

  92. step 38 - lrate 0.000018, wchange 0.09300827, angledelta 32.0 deg
    93. 

  93. step 39 - lrate 0.000018, wchange 0.01852665, angledelta 49.8 deg
    94. 

  94. step 40 - lrate 0.000018, wchange 0.01026053, angledelta 90.3 deg
    95. 

  95. step 41 - lrate 0.000018, wchange 0.02974577, angledelta 105.3 deg
    96. 

  96. step 42 - lrate 0.000018, wchange 0.08139236, angledelta 147.3 deg
    97. 

  97. step 43 - lrate 0.000017, wchange 0.14827277, angledelta 161.6 deg
    98. 

  98. step 44 - lrate 0.000017, wchange 0.01302911, angledelta 129.1 deg
    99. 

  99. step 45 - lrate 0.000017, wchange 0.03343492, angledelta 75.5 deg
    100. 

  100. step 46 - lrate 0.000016, wchange 0.15559763, angledelta 122.5 deg
    101. 

  101. step 47 - lrate 0.000016, wchange 0.11031844, angledelta 151.8 deg
    102. 

  102. step 48 - lrate 0.000016, wchange 0.01336630, angledelta 102.1 deg
    103. 

  103. step 49 - lrate 0.000015, wchange 0.10690036, angledelta 93.5 deg
    104. 

  104. step 50 - lrate 0.000015, wchange 0.01058883, angledelta 99.5 deg
    105. 

  105. step 51 - lrate 0.000015, wchange 0.00837163, angledelta 101.1 deg
    106. 

  106. step 52 - lrate 0.000014, wchange 0.10983132, angledelta 96.7 deg
    107. 

  107. step 53 - lrate 0.000014, wchange 0.01445363, angledelta 89.7 deg
    108. 

  108. step 54 - lrate 0.000014, wchange 0.01429640, angledelta 75.0 deg
    109. 

  109. step 55 - lrate 0.000014, wchange 0.02088056, angledelta 142.3 deg
    110. 

  110. step 56 - lrate 0.000013, wchange 0.11055858, angledelta 103.2 deg
    111. 

  111. step 57 - lrate 0.000013, wchange 0.12976511, angledelta 160.9 deg
    112. 

  112. step 58 - lrate 0.000013, wchange 0.01352097, angledelta 113.1 deg
    113. 

  113. step 59 - lrate 0.000013, wchange 0.01118700, angledelta 137.3 deg
    114. 

  114. step 60 - lrate 0.000012, wchange 0.01679949, angledelta 73.7 deg
    115. 

  115. step 61 - lrate 0.000012, wchange 0.00984782, angledelta 137.7 deg
    116. 

  116. step 62 - lrate 0.000012, wchange 0.03327206, angledelta 65.9 deg
    117. 

  117. step 63 - lrate 0.000012, wchange 0.00606048, angledelta 120.3 deg
    118. 

  118. step 64 - lrate 0.000011, wchange 0.01750300, angledelta 119.5 deg
    119. 

  119. step 65 - lrate 0.000011, wchange 0.03689372, angledelta 151.3 deg
    120. 

  120. step 66 - lrate 0.000011, wchange 0.00522309, angledelta 105.0 deg
    121. 

  121. step 67 - lrate 0.000011, wchange 0.00632248, angledelta 117.4 deg
    122. 

  122. step 68 - lrate 0.000010, wchange 0.10370998, angledelta 99.2 deg
    123. 

  123. step 69 - lrate 0.000010, wchange 0.10279302, angledelta 162.2 deg
    124. 

  124. step 70 - lrate 0.000010, wchange 0.02340483, angledelta 97.2 deg
    125. 

  125. step 71 - lrate 0.000010, wchange 0.03416664, angledelta 155.1 deg
    126. 

  126. step 72 - lrate 0.000010, wchange 0.00914773, angledelta 140.8 deg
    127. 

  127. step 73 - lrate 0.000009, wchange 0.00804175, angledelta 78.7 deg
    128. 

  128. step 74 - lrate 0.000009, wchange 0.03042515, angledelta 139.5 deg
    129. 

  129. step 75 - lrate 0.000009, wchange 0.01161706, angledelta 148.2 deg
    130. 

  130. step 76 - lrate 0.000009, wchange 0.01752180, angledelta 57.5 deg
    131. 

  131. step 77 - lrate 0.000009, wchange 0.08669778, angledelta 97.4 deg
    132. 

  132. step 78 - lrate 0.000009, wchange 0.08617668, angledelta 157.4 deg
    133. 

  133. step 79 - lrate 0.000009, wchange 0.00662049, angledelta 101.1 deg
    134. 

  134. step 80 - lrate 0.000008, wchange 0.00469744, angledelta 121.4 deg
    135. 

  135. step 81 - lrate 0.000008, wchange 0.00406753, angledelta 118.4 deg
    136. 

  136. step 82 - lrate 0.000008, wchange 0.00418565, angledelta 114.1 deg
    137. 

  137. step 83 - lrate 0.000008, wchange 0.00437435, angledelta 120.7 deg
    138. 

  138. step 84 - lrate 0.000008, wchange 0.10477006, angledelta 95.3 deg
    139. 

  139. step 85 - lrate 0.000008, wchange 0.10376336, angledelta 159.0 deg
    140. 

  140. step 86 - lrate 0.000007, wchange 0.03716405, angledelta 98.9 deg
    141. 

  141. step 87 - lrate 0.000007, wchange 0.10124479, angledelta 98.2 deg
    142. 

  142. step 88 - lrate 0.000007, wchange 0.10768688, angledelta 154.9 deg
    143. 

  143. step 89 - lrate 0.000007, wchange 0.00438459, angledelta 100.2 deg
    144. 

  144. step 90 - lrate 0.000007, wchange 0.00538511, angledelta 100.3 deg
    145. 

  145. step 91 - lrate 0.000007, wchange 0.00646421, angledelta 80.7 deg
    146. 

  146. step 92 - lrate 0.000007, wchange 0.00299920, angledelta 116.0 deg
    147. 

  147. step 93 - lrate 0.000006, wchange 0.00484853, angledelta 107.9 deg
    148. 

  148. step 94 - lrate 0.000006, wchange 0.03373189, angledelta 75.0 deg
    149. 

  149. step 95 - lrate 0.000006, wchange 0.02261964, angledelta 159.5 deg
    150. 

  150. step 96 - lrate 0.000006, wchange 0.00659021, angledelta 52.2 deg
    151. 

  151. step 97 - lrate 0.000006, wchange 0.10569116, angledelta 101.7 deg
    152. 

  152. step 98 - lrate 0.000006, wchange 0.10184239, angledelta 159.6 deg
    153. 

  153. step 99 - lrate 0.000006, wchange 0.10175608, angledelta 164.6 deg
    154. 

  154. step 100 - lrate 0.000006, wchange 0.11115896, angledelta 165.3 deg
    155. 

  155. step 101 - lrate 0.000006, wchange 0.10004268, angledelta 164.5 deg
    156. 

  156. step 102 - lrate 0.000005, wchange 0.09858824, angledelta 164.5 deg
    157. 

  157. step 103 - lrate 0.000005, wchange 0.01045489, angledelta 98.4 deg
    158. 

  158. step 104 - lrate 0.000005, wchange 0.01593532, angledelta 154.9 deg
    159. 

  159. step 105 - lrate 0.000005, wchange 0.01433297, angledelta 155.2 deg
    160. 

  160. step 106 - lrate 0.000005, wchange 0.00429261, angledelta 130.6 deg
    161. 

  161. step 107 - lrate 0.000005, wchange 0.00365307, angledelta 136.7 deg
    162. 

  162. step 108 - lrate 0.000005, wchange 0.00919100, angledelta 129.2 deg
    163. 

  163. step 109 - lrate 0.000005, wchange 0.00620485, angledelta 144.9 deg
    164. 

  164. step 110 - lrate 0.000005, wchange 0.00272328, angledelta 121.8 deg
    165. 

  165. step 111 - lrate 0.000005, wchange 0.00248130, angledelta 109.0 deg
    166. 

  166. step 112 - lrate 0.000004, wchange 0.00191401, angledelta 120.1 deg
    167. 

  167. step 113 - lrate 0.000004, wchange 0.00705932, angledelta 100.4 deg
    168. 

  168. step 114 - lrate 0.000004, wchange 0.00233849, angledelta 126.6 deg
    169. 

  169. step 115 - lrate 0.000004, wchange 0.01184849, angledelta 77.7 deg
    170. 

  170. step 116 - lrate 0.000004, wchange 0.00352733, angledelta 142.7 deg
    171. 

  171. step 117 - lrate 0.000004, wchange 0.00334239, angledelta 74.7 deg
    172. 

  172. step 118 - lrate 0.000004, wchange 0.01708343, angledelta 142.1 deg
    173. 

  173. step 119 - lrate 0.000004, wchange 0.00456410, angledelta 146.4 deg
    174. 

  174. step 120 - lrate 0.000004, wchange 0.00193762, angledelta 124.5 deg
    175. 

  175. step 121 - lrate 0.000004, wchange 0.00202449, angledelta 124.7 deg
    176. 

  176. step 122 - lrate 0.000004, wchange 0.00233140, angledelta 100.4 deg
    177. 

  177. step 123 - lrate 0.000004, wchange 0.00351970, angledelta 77.8 deg
    178. 

  178. step 124 - lrate 0.000004, wchange 0.00423484, angledelta 144.2 deg
    179. 

  179. step 125 - lrate 0.000003, wchange 0.03305524, angledelta 108.0 deg
    180. 

  180. step 126 - lrate 0.000003, wchange 0.02242338, angledelta 31.5 deg
    181. 

  181. step 127 - lrate 0.000003, wchange 0.00154219, angledelta 92.5 deg
    182. 

  182. step 128 - lrate 0.000003, wchange 0.02817403, angledelta 91.6 deg
    183. 

  183. step 129 - lrate 0.000003, wchange 0.03044974, angledelta 42.7 deg
    184. 

  184. step 130 - lrate 0.000003, wchange 0.00192023, angledelta 102.4 deg
    185. 

  185. step 131 - lrate 0.000003, wchange 0.10291587, angledelta 98.9 deg
    186. 

  186. step 132 - lrate 0.000003, wchange 0.00184682, angledelta 99.5 deg
    187. 

  187. step 133 - lrate 0.000003, wchange 0.09881661, angledelta 89.1 deg
    188. 

  188. step 134 - lrate 0.000003, wchange 0.00207449, angledelta 88.0 deg
    189. 

  189. step 135 - lrate 0.000003, wchange 0.00124387, angledelta 113.4 deg
    190. 

  190. step 136 - lrate 0.000003, wchange 0.10167619, angledelta 93.6 deg
    191. 

  191. step 137 - lrate 0.000003, wchange 0.09865228, angledelta 172.6 deg
    192. 

  192. step 138 - lrate 0.000003, wchange 0.00107579, angledelta 91.7 deg
    193. 

  193. step 139 - lrate 0.000003, wchange 0.00109588, angledelta 120.2 deg
    194. 

  194. step 140 - lrate 0.000003, wchange 0.00223159, angledelta 125.2 deg
    195. 

  195. step 141 - lrate 0.000003, wchange 0.00096413, angledelta 117.6 deg
    196. 

  196. step 142 - lrate 0.000003, wchange 0.00110801, angledelta 111.8 deg
    197. 

  197. step 143 - lrate 0.000002, wchange 0.00136941, angledelta 126.1 deg
    198. 

  198. step 144 - lrate 0.000002, wchange 0.00116316, angledelta 129.8 deg
    199. 

  199. step 145 - lrate 0.000002, wchange 0.00099423, angledelta 102.2 deg
    200. 

  200. step 146 - lrate 0.000002, wchange 0.00131064, angledelta 96.8 deg
    201. 

  201. step 147 - lrate 0.000002, wchange 0.00358107, angledelta 136.6 deg
    202. 

  202. step 148 - lrate 0.000002, wchange 0.00270003, angledelta 151.7 deg
    203. 

  203. step 149 - lrate 0.000002, wchange 0.00152035, angledelta 143.3 deg
    204. 

  204. step 150 - lrate 0.000002, wchange 0.06090271, angledelta 98.5 deg
    205. 

  205. step 151 - lrate 0.000002, wchange 0.04261444, angledelta 169.9 deg
    206. 

  206. step 152 - lrate 0.000002, wchange 0.00237018, angledelta 43.0 deg
    207. 

  207. step 153 - lrate 0.000002, wchange 0.03826602, angledelta 167.7 deg
    208. 

  208. step 154 - lrate 0.000002, wchange 0.01523389, angledelta 22.6 deg
    209. 

  209. step 155 - lrate 0.000002, wchange 0.05748236, angledelta 169.7 deg
    210. 

  210. step 156 - lrate 0.000002, wchange 0.00614732, angledelta 23.7 deg
    211. 

  211. step 157 - lrate 0.000002, wchange 0.00061281, angledelta 86.2 deg
    212. 

  212. step 158 - lrate 0.000002, wchange 0.00118617, angledelta 123.2 deg
    213. 

  213. step 159 - lrate 0.000002, wchange 0.00063754, angledelta 93.0 deg
    214. 

  214. step 160 - lrate 0.000002, wchange 0.00425437, angledelta 112.6 deg
    215. 

  215. step 161 - lrate 0.000002, wchange 0.04361383, angledelta 58.0 deg
    216. 

  216. step 162 - lrate 0.000002, wchange 0.06038374, angledelta 123.9 deg
    217. 

  217. step 163 - lrate 0.000002, wchange 0.00186822, angledelta 90.5 deg
    218. 

  218. step 164 - lrate 0.000002, wchange 0.00051502, angledelta 85.4 deg
    219. 

  219. step 165 - lrate 0.000002, wchange 0.00065763, angledelta 99.0 deg
    220. 

  220. step 166 - lrate 0.000002, wchange 0.00312542, angledelta 134.1 deg
    221. 

  221. step 167 - lrate 0.000002, wchange 0.00106465, angledelta 145.9 deg
    222. 

  222. step 168 - lrate 0.000002, wchange 0.00230795, angledelta 145.5 deg
    223. 

  223. step 169 - lrate 0.000002, wchange 0.00187064, angledelta 153.4 deg
    224. 

  224. step 170 - lrate 0.000002, wchange 0.00184919, angledelta 44.0 deg
    225. 

  225. step 171 - lrate 0.000002, wchange 0.08212818, angledelta 94.1 deg
    226. 

  226. step 172 - lrate 0.000002, wchange 0.07282448, angledelta 167.9 deg
    227. 

  227. step 173 - lrate 0.000001, wchange 0.00303310, angledelta 79.6 deg
    228. 

  228. step 174 - lrate 0.000001, wchange 0.00223886, angledelta 152.1 deg
    229. 

  229. step 175 - lrate 0.000001, wchange 0.00038116, angledelta 119.1 deg
    230. 

  230. step 176 - lrate 0.000001, wchange 0.00030341, angledelta 120.0 deg
    231. 

  231. step 177 - lrate 0.000001, wchange 0.00170317, angledelta 100.4 deg
    232. 

  232. step 178 - lrate 0.000001, wchange 0.00116696, angledelta 153.2 deg
    233. 

  233. step 179 - lrate 0.000001, wchange 0.00087887, angledelta 149.4 deg
    234. 

  234. step 180 - lrate 0.000001, wchange 0.00226581, angledelta 150.3 deg
    235. 

  235. step 181 - lrate 0.000001, wchange 0.00024810, angledelta 92.3 deg
    236. 

  236. step 182 - lrate 0.000001, wchange 0.02811478, angledelta 92.4 deg
    237. 

  237. step 183 - lrate 0.000001, wchange 0.00935984, angledelta 166.4 deg
    238. 

  238. step 184 - lrate 0.000001, wchange 0.00472078, angledelta 22.3 deg
    239. 

  239. step 185 - lrate 0.000001, wchange 0.00023760, angledelta 75.1 deg
    240. 

  240. step 186 - lrate 0.000001, wchange 0.00091337, angledelta 116.1 deg
    241. 

  241. step 187 - lrate 0.000001, wchange 0.00027151, angledelta 128.0 deg
    242. 

  242. step 188 - lrate 0.000001, wchange 0.00027100, angledelta 127.3 deg
    243. 

  243. step 189 - lrate 0.000001, wchange 0.00455131, angledelta 92.9 deg
    244. 

  244. step 190 - lrate 0.000001, wchange 0.00957858, angledelta 18.0 deg
    245. 

  245. step 191 - lrate 0.000001, wchange 0.02281306, angledelta 168.3 deg
    246. 

  246. step 192 - lrate 0.000001, wchange 0.00037450, angledelta 59.6 deg
    247. 

  247. step 193 - lrate 0.000001, wchange 0.00019703, angledelta 86.2 deg
    248. 

  248. step 194 - lrate 0.000001, wchange 0.00015451, angledelta 111.2 deg
    249. 

  249. step 195 - lrate 0.000001, wchange 0.00053649, angledelta 108.2 deg
    250. 

  250. step 196 - lrate 0.000001, wchange 0.00017810, angledelta 78.0 deg
    251. 

  251. step 197 - lrate 0.000001, wchange 0.00023346, angledelta 126.8 deg
    252. 

  252. step 198 - lrate 0.000001, wchange 0.00017733, angledelta 128.4 deg
    253. 

  253. step 199 - lrate 0.000001, wchange 0.00014993, angledelta 125.4 deg
    254. 

  254. step 200 - lrate 0.000001, wchange 0.00011505, angledelta 108.6 deg
    255. 

  255. step 201 - lrate 0.000001, wchange 0.00034526, angledelta 94.5 deg
    256. 

  256. step 202 - lrate 0.000001, wchange 0.00011483, angledelta 122.8 deg
    257. 

  257. step 203 - lrate 0.000001, wchange 0.00013073, angledelta 99.4 deg
    258. 

  258. step 204 - lrate 0.000001, wchange 0.00037599, angledelta 73.6 deg
    259. 

  259. step 205 - lrate 0.000001, wchange 0.00008816, angledelta 85.2 deg
    260. 

  260. step 206 - lrate 0.000001, wchange 0.00039153, angledelta 115.5 deg
    261. 

  261. step 207 - lrate 0.000001, wchange 0.00021373, angledelta 147.0 deg
    262. 

  262. step 208 - lrate 0.000001, wchange 0.00055266, angledelta 147.3 deg
    263. 

  263. step 209 - lrate 0.000001, wchange 0.02247487, angledelta 88.4 deg
    264. 

  264. step 210 - lrate 0.000001, wchange 0.00627734, angledelta 174.5 deg
    265. 

  265. step 211 - lrate 0.000001, wchange 0.00336150, angledelta 12.0 deg
    266. 

  266. step 212 - lrate 0.000001, wchange 0.01293220, angledelta 172.8 deg
    267. 

  267. step 213 - lrate 0.000001, wchange 0.00195546, angledelta 149.0 deg
    268. 

  268. step 214 - lrate 0.000001, wchange 0.00545850, angledelta 44.9 deg
    269. 

  269. step 215 - lrate 0.000001, wchange 0.00032075, angledelta 27.7 deg
    270. 

  270. step 216 - lrate 0.000001, wchange 0.00730467, angledelta 161.8 deg
    271. 

  271. step 217 - lrate 0.000001, wchange 0.03082516, angledelta 13.4 deg
    272. 

  272. step 218 - lrate 0.000001, wchange 0.01346884, angledelta 171.2 deg
    273. 

  273. step 219 - lrate 0.000001, wchange 0.00252606, angledelta 12.5 deg
    274. 

  274. step 220 - lrate 0.000001, wchange 0.00246456, angledelta 166.7 deg
    275. 

  275. step 221 - lrate 0.000001, wchange 0.00477007, angledelta 165.0 deg
    276. 

  276. step 222 - lrate 0.000001, wchange 0.00801229, angledelta 174.3 deg
    277. 

  277. step 223 - lrate 0.000001, wchange 0.01827216, angledelta 170.5 deg
    278. 

  278. step 224 - lrate 0.000001, wchange 0.00058579, angledelta 15.0 deg
    279. 

  279. step 225 - lrate 0.000001, wchange 0.00012483, angledelta 57.3 deg
    280. 

  280. step 226 - lrate 0.000001, wchange 0.00005154, angledelta 77.4 deg
    281. 

  281. step 227 - lrate 0.000001, wchange 0.00005031, angledelta 86.2 deg
    282. 

  282. step 228 - lrate 0.000001, wchange 0.00003539, angledelta 106.0 deg
    283. 

  283. step 229 - lrate 0.000001, wchange 0.00007417, angledelta 113.4 deg
    284. 

  284. step 230 - lrate 0.000001, wchange 0.00004572, angledelta 71.0 deg
    285. 

  285. step 231 - lrate 0.000001, wchange 0.00005473, angledelta 129.3 deg
    286. 

  286. step 232 - lrate 0.000001, wchange 0.00009494, angledelta 134.9 deg
    287. 

  287. step 233 - lrate 0.000001, wchange 0.00002348, angledelta 117.6 deg
    288. 

  288. step 234 - lrate 0.000001, wchange 0.00003165, angledelta 114.9 deg
    289. 

  289. step 235 - lrate 0.000001, wchange 0.00009592, angledelta 128.8 deg
    290. 

  290. step 236 - lrate 0.000001, wchange 0.00002196, angledelta 75.8 deg
    291. 

  291. step 237 - lrate 0.000001, wchange 0.00002136, angledelta 92.9 deg
    292. 

  292. step 238 - lrate 0.000000, wchange 0.00003506, angledelta 120.6 deg
    293. 

  293. step 239 - lrate 0.000000, wchange 0.00006712, angledelta 136.9 deg
    294. 

  294. step 240 - lrate 0.000000, wchange 0.00001448, angledelta 86.8 deg
    295. 

  295. step 241 - lrate 0.000000, wchange 0.00016602, angledelta 108.1 deg
    296. 

  296. step 242 - lrate 0.000000, wchange 0.00001437, angledelta 112.7 deg
    297. 

  297. step 243 - lrate 0.000000, wchange 0.00003417, angledelta 86.0 deg
    298. 

  298. step 244 - lrate 0.000000, wchange 0.00001770, angledelta 67.6 deg
    299. 

  299. step 245 - lrate 0.000000, wchange 0.00004636, angledelta 131.2 deg
    300. 

  300. step 246 - lrate 0.000000, wchange 0.00002248, angledelta 140.7 deg
    301. 

  301. step 247 - lrate 0.000000, wchange 0.00002820, angledelta 137.0 deg
    302. 

  302. step 248 - lrate 0.000000, wchange 0.00001010, angledelta 78.4 deg
    303. 

  303. step 249 - lrate 0.000000, wchange 0.00004768, angledelta 123.2 deg
    304. 

  304. step 250 - lrate 0.000000, wchange 0.00160152, angledelta 83.5 deg
    305. 

  305. step 251 - lrate 0.000000, wchange 0.01620380, angledelta  9.1 deg
    306. 

  306. step 252 - lrate 0.000000, wchange 0.00009758, angledelta 51.7 deg
    307. 

  307. step 253 - lrate 0.000000, wchange 0.01292824, angledelta 172.4 deg
    308. 

  308. step 254 - lrate 0.000000, wchange 0.00120738, angledelta  7.1 deg
    309. 

  309. step 255 - lrate 0.000000, wchange 0.00023733, angledelta 25.7 deg
    310. 

  310. step 256 - lrate 0.000000, wchange 0.00010653, angledelta 51.5 deg
    311. 

  311. step 257 - lrate 0.000000, wchange 0.00003549, angledelta 62.3 deg
    312. 

  312. step 258 - lrate 0.000000, wchange 0.00001686, angledelta 119.1 deg
    313. 

  313. step 259 - lrate 0.000000, wchange 0.00001798, angledelta 130.7 deg
    314. 

  314. step 260 - lrate 0.000000, wchange 0.00001894, angledelta 139.2 deg
    315. 

  315. step 261 - lrate 0.000000, wchange 0.00008991, angledelta 150.3 deg
    316. 

  316. step 262 - lrate 0.000000, wchange 0.00000788, angledelta 134.7 deg
    317. 

  317. step 263 - lrate 0.000000, wchange 0.00000395, angledelta 103.5 deg
    318. 

  318. step 264 - lrate 0.000000, wchange 0.00005063, angledelta 99.1 deg
    319. 

  319. step 265 - lrate 0.000000, wchange 0.00000574, angledelta 130.2 deg
    320. 

  320. step 266 - lrate 0.000000, wchange 0.00000473, angledelta 118.6 deg
    321. 

  321. step 267 - lrate 0.000000, wchange 0.00000302, angledelta 92.6 deg
    322. 

  322. step 268 - lrate 0.000000, wchange 0.00002404, angledelta 109.7 deg
    323. 

  323. step 269 - lrate 0.000000, wchange 0.00000251, angledelta 92.5 deg
    324. 

  324. step 270 - lrate 0.000000, wchange 0.00000705, angledelta 98.2 deg
    325. 

  325. step 271 - lrate 0.000000, wchange 0.00000275, angledelta 84.6 deg
    326. 

  326. step 272 - lrate 0.000000, wchange 0.00000225, angledelta 102.4 deg
    327. 

  327. step 273 - lrate 0.000000, wchange 0.00316291, angledelta 91.5 deg
    328. 

  328. step 274 - lrate 0.000000, wchange 0.00808696, angledelta  1.8 deg
    329. 

  329. step 275 - lrate 0.000000, wchange 0.00076596, angledelta 175.7 deg
    330. 

  330. step 276 - lrate 0.000000, wchange 0.00344811, angledelta  3.9 deg
    331. 

  331. step 277 - lrate 0.000000, wchange 0.00074397, angledelta 10.6 deg
    332. 

  332. step 278 - lrate 0.000000, wchange 0.00020721, angledelta 15.8 deg
    333. 

  333. step 279 - lrate 0.000000, wchange 0.00006565, angledelta 12.9 deg
    334. 

  334. step 280 - lrate 0.000000, wchange 0.00002292, angledelta 23.8 deg
    335. 

  335. step 281 - lrate 0.000000, wchange 0.00003885, angledelta 61.8 deg
    336. 

  336. step 282 - lrate 0.000000, wchange 0.00000961, angledelta 118.1 deg
    337. 

  337. step 283 - lrate 0.000000, wchange 0.00000411, angledelta 109.7 deg
    338. 

  338. step 284 - lrate 0.000000, wchange 0.00000159, angledelta 78.3 deg
    339. 

  339. step 285 - lrate 0.000000, wchange 0.00000150, angledelta 97.4 deg
    340. 

  340. step 286 - lrate 0.000000, wchange 0.00000410, angledelta 88.1 deg
    341. 

  341. step 287 - lrate 0.000000, wchange 0.00000125, angledelta 112.6 deg
    342. 

  342. step 288 - lrate 0.000000, wchange 0.00000303, angledelta 113.8 deg
    343. 

  343. step 289 - lrate 0.000000, wchange 0.00004090, angledelta 109.8 deg
    344. 

  344. step 290 - lrate 0.000000, wchange 0.00587987, angledelta 24.2 deg
    345. 

  345. step 291 - lrate 0.000000, wchange 0.00481335, angledelta 22.4 deg
    346. 

  346. step 292 - lrate 0.000000, wchange 0.00489728, angledelta 155.8 deg
    347. 

  347. step 293 - lrate 0.000000, wchange 0.00111435, angledelta  2.8 deg
    348. 

  348. step 294 - lrate 0.000000, wchange 0.00034850, angledelta  3.0 deg
    349. 

  349. step 295 - lrate 0.000000, wchange 0.00012401, angledelta  4.9 deg
    350. 

  350. step 296 - lrate 0.000000, wchange 0.00431292, angledelta 178.9 deg
    351. 

  351. step 297 - lrate 0.000000, wchange 0.00473120, angledelta  2.0 deg
    352. 

  352. step 298 - lrate 0.000000, wchange 0.00296181, angledelta 177.9 deg
    353. 

  353. step 299 - lrate 0.000000, wchange 0.00162223, angledelta  1.9 deg
    354. 

  354. step 300 - lrate 0.000000, wchange 0.00049470, angledelta  2.9 deg
    355. 

  355. step 301 - lrate 0.000000, wchange 0.00018133, angledelta 11.3 deg
    356. 

  356. step 302 - lrate 0.000000, wchange 0.00224168, angledelta 177.9 deg
    357. 

  357. step 303 - lrate 0.000000, wchange 0.00459289, angledelta  3.0 deg
    358. 

  358. step 304 - lrate 0.000000, wchange 0.00080091, angledelta 175.1 deg
    359. 

  359. step 305 - lrate 0.000000, wchange 0.00196736, angledelta  2.8 deg
    360. 

  360. step 306 - lrate 0.000000, wchange 0.00060033, angledelta  2.8 deg
    361. 

  361. step 307 - lrate 0.000000, wchange 0.00021632, angledelta  8.6 deg
    362. 

  362. step 308 - lrate 0.000000, wchange 0.00008545, angledelta  5.8 deg
    363. 

  363. step 309 - lrate 0.000000, wchange 0.00003631, angledelta 15.2 deg
    364. 

  364. step 310 - lrate 0.000000, wchange 0.00001552, angledelta 12.3 deg
    365. 

  365. step 311 - lrate 0.000000, wchange 0.00000759, angledelta 23.5 deg
    366. 

  366. step 312 - lrate 0.000000, wchange 0.00000346, angledelta 23.5 deg
    367. 

  367. step 313 - lrate 0.000000, wchange 0.00000742, angledelta 62.3 deg
    368. 

  368. step 314 - lrate 0.000000, wchange 0.00000127, angledelta 92.5 deg
    369. 

  369. step 315 - lrate 0.000000, wchange 0.00000088, angledelta 80.0 deg
    370. 

  370. step 316 - lrate 0.000000, wchange 0.00000158, angledelta 101.4 deg
    371. 

  371. step 317 - lrate 0.000000, wchange 0.00000065, angledelta 114.9 deg
    372. 

  372. step 318 - lrate 0.000000, wchange 0.00000502, angledelta 123.3 deg
    373. 

  373. step 319 - lrate 0.000000, wchange 0.00000049, angledelta 117.2 deg
    374. 

  374. step 320 - lrate 0.000000, wchange 0.00000058, angledelta 77.5 deg
    375. 

  375. step 321 - lrate 0.000000, wchange 0.00000050, angledelta 72.7 deg
    376. 

  376. step 322 - lrate 0.000000, wchange 0.00000038, angledelta 112.1 deg
    377. 

  377. step 323 - lrate 0.000000, wchange 0.00000030, angledelta 101.9 deg
    378. 

  378. step 324 - lrate 0.000000, wchange 0.00000062, angledelta 81.8 deg
    379. 

  379. step 325 - lrate 0.000000, wchange 0.00000039, angledelta 122.4 deg
    380. 

  380. step 326 - lrate 0.000000, wchange 0.00000054, angledelta 121.0 deg
    381. 

  381. step 327 - lrate 0.000000, wchange 0.00000022, angledelta 106.4 deg
    382. 

  382. step 328 - lrate 0.000000, wchange 0.00000076, angledelta 109.9 deg
    383. 

  383. step 329 - lrate 0.000000, wchange 0.00000134, angledelta 146.1 deg
    384. 

  384. step 330 - lrate 0.000000, wchange 0.00000020, angledelta 115.7 deg
    385. 

  385. step 331 - lrate 0.000000, wchange 0.00000016, angledelta 97.0 deg
    386. 

  386. step 332 - lrate 0.000000, wchange 0.00000058, angledelta 93.8 deg
    387. 

  387. step 333 - lrate 0.000000, wchange 0.00115742, angledelta 91.4 deg
    388. 

  388. step 334 - lrate 0.000000, wchange 0.00206115, angledelta  1.3 deg
    389. 

  389. step 335 - lrate 0.000000, wchange 0.00002047, angledelta 174.6 deg
    390. 

  390. step 336 - lrate 0.000000, wchange 0.00039810, angledelta  6.8 deg
    391. 

  391. step 337 - lrate 0.000000, wchange 0.00019629, angledelta  5.2 deg
    392. 

  392. step 338 - lrate 0.000000, wchange 0.00010177, angledelta  6.6 deg
    393. 

  393. step 339 - lrate 0.000000, wchange 0.00005520, angledelta  7.8 deg
    394. 

  394. step 340 - lrate 0.000000, wchange 0.00003077, angledelta  6.6 deg
    395. 

  395. step 341 - lrate 0.000000, wchange 0.00001745, angledelta  7.2 deg
    396. 

  396. step 342 - lrate 0.000000, wchange 0.00001009, angledelta  8.6 deg
    397. 

  397. step 343 - lrate 0.000000, wchange 0.00000601, angledelta  9.9 deg
    398. 

  398. step 344 - lrate 0.000000, wchange 0.00000361, angledelta 11.4 deg
    399. 

  399. step 345 - lrate 0.000000, wchange 0.00000237, angledelta 24.9 deg
    400. 

  400. step 346 - lrate 0.000000, wchange 0.00000162, angledelta 27.8 deg
    401. 

  401. step 347 - lrate 0.000000, wchange 0.00000129, angledelta 39.1 deg
    402. 

  402. step 348 - lrate 0.000000, wchange 0.00000070, angledelta 40.2 deg
    403. 

  403. step 349 - lrate 0.000000, wchange 0.00000053, angledelta 48.2 deg
    404. 

  404. step 350 - lrate 0.000000, wchange 0.00000077, angledelta 66.1 deg
    405. 

  405. step 351 - lrate 0.000000, wchange 0.00000019, angledelta 68.5 deg
    406. 

  406. step 352 - lrate 0.000000, wchange 0.00000017, angledelta 69.3 deg
    407. 

  407. step 353 - lrate 0.000000, wchange 0.00000012, angledelta 79.8 deg
    408. 

  408. step 354 - lrate 0.000000, wchange 0.00000013, angledelta 74.9 deg
    409. 

  409. step 355 - lrate 0.000000, wchange 0.00000018, angledelta 68.1 deg
    410. 

  410. step 356 - lrate 0.000000, wchange 0.00000094, angledelta 134.0 deg
    411. 

  411. step 357 - lrate 0.000000, wchange 0.00000059, angledelta 153.7 deg
    412. 

  412. step 358 - lrate 0.000000, wchange 0.00000006, angledelta 95.3 deg
    413. 

  413. Sorting components in descending order of mean projected variance ...
    414.