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juliankosciessa
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eegmp_preproc
DOI
10.12751/g-node.6nhr1y
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log_sub-024_ica1_18-Nov-2021.txt

log_sub-024_ica1_18-Nov-2021.txt 37 KB
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  1. 

  2. Input data size [72,1076000] = 72 channels, 1076000 frames
    3. 

  3. Finding 72 ICA components using extended ICA.
    4. 

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

  5. Decomposing 207 frames per ICA weight ((5184)^2 = 1076000 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: -5.78337 to 5.87512
    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. step 1 - lrate 0.000109, wchange 34419451196231128.00000000, angledelta  0.0 deg
    38. 

  38. step 2 - lrate 0.000088, wchange 260100447985218.40625000, angledelta  0.0 deg
    39. 

  39. step 3 - lrate 0.000070, wchange 146064138456237.68750000, angledelta 107.5 deg
    40. 

  40. step 4 - lrate 0.000055, wchange 176528567415607.81250000, angledelta 125.3 deg
    41. 

  41. step 5 - lrate 0.000043, wchange 103687519198245.65625000, angledelta 114.8 deg
    42. 

  42. step 6 - lrate 0.000034, wchange 124660281584856.46875000, angledelta 121.4 deg
    43. 

  43. step 7 - lrate 0.000026, wchange 89810838400376.50000000, angledelta 134.4 deg
    44. 

  44. step 8 - lrate 0.000021, wchange 80363246786147.14062500, angledelta 130.8 deg
    45. 

  45. step 9 - lrate 0.000016, wchange 45298436142625.86718750, angledelta 130.5 deg
    46. 

  46. step 10 - lrate 0.000013, wchange 27017128824272.74218750, angledelta 126.5 deg
    47. 

  47. step 11 - lrate 0.000010, wchange 34322211712486.07812500, angledelta 124.7 deg
    48. 

  48. step 12 - lrate 0.000008, wchange 20437975176185.42578125, angledelta 132.9 deg
    49. 

  49. step 13 - lrate 0.000006, wchange 12555865024732.62304688, angledelta 133.0 deg
    50. 

  50. step 14 - lrate 0.000005, wchange 8683716536857.32128906, angledelta 124.8 deg
    51. 

  51. step 15 - lrate 0.000004, wchange 6215400778436.78613281, angledelta 116.0 deg
    52. 

  52. step 16 - lrate 0.000003, wchange 5758752905903.65039062, angledelta 121.0 deg
    53. 

  53. step 17 - lrate 0.000002, wchange 3630097726343.35449219, angledelta 123.3 deg
    54. 

  54. step 18 - lrate 0.000002, wchange 3414714339061.62744141, angledelta 102.2 deg
    55. 

  55. step 19 - lrate 0.000001, wchange 3270703066971.20996094, angledelta 132.4 deg
    56. 

  56. step 20 - lrate 0.000001, wchange 744860144284.23889160, angledelta 115.2 deg
    57. 

  57. step 21 - lrate 0.000001, wchange 357450488129.98535156, angledelta 99.3 deg
    58. 

  58. step 22 - lrate 0.000001, wchange 269494318300.11444092, angledelta 91.5 deg
    59. 

  59. step 23 - lrate 0.000001, wchange 156736571221.33822632, angledelta 117.6 deg
    60. 

  60. step 24 - lrate 0.000000, wchange 38091276874.90061951, angledelta 109.9 deg
    61. 

  61. step 25 - lrate 0.000000, wchange 14667712814.65348625, angledelta 102.0 deg
    62. 

  62. step 26 - lrate 0.000000, wchange 5077145206.29056168, angledelta 92.2 deg
    63. 

  63. step 27 - lrate 0.000000, wchange 5070969077.86431980, angledelta 86.8 deg
    64. 

  64. step 28 - lrate 0.000000, wchange 957334529.06362510, angledelta 74.8 deg
    65. 

  65. step 29 - lrate 0.000000, wchange 1205792352.06844854, angledelta 87.3 deg
    66. 

  66. step 30 - lrate 0.000000, wchange 454582534.39167315, angledelta 93.7 deg
    67. 

  67. step 31 - lrate 0.000000, wchange 415960006.30829877, angledelta 93.0 deg
    68. 

  68. step 32 - lrate 0.000000, wchange 380878001.50295532, angledelta 66.3 deg
    69. 

  69. step 33 - lrate 0.000000, wchange 209900065.27270049, angledelta 85.6 deg
    70. 

  70. step 34 - lrate 0.000000, wchange 389348985.90761858, angledelta 93.4 deg
    71. 

  71. step 35 - lrate 0.000000, wchange 196569195.05382708, angledelta 78.1 deg
    72. 

  72. step 36 - lrate 0.000000, wchange 339324892.97297531, angledelta 82.4 deg
    73. 

  73. step 37 - lrate 0.000000, wchange 308744463.49567354, angledelta 108.9 deg
    74. 

  74. step 38 - lrate 0.000000, wchange 264070483.39079294, angledelta 94.8 deg
    75. 

  75. step 39 - lrate 0.000000, wchange 195317513.40704459, angledelta 117.2 deg
    76. 

  76. step 40 - lrate 0.000000, wchange 136758827.92172784, angledelta 71.5 deg
    77. 

  77. step 41 - lrate 0.000000, wchange 109073122.42420484, angledelta 80.0 deg
    78. 

  78. step 42 - lrate 0.000000, wchange 139282940.76813266, angledelta 83.6 deg
    79. 

  79. step 43 - lrate 0.000000, wchange 73524287.98374286, angledelta 95.5 deg
    80. 

  80. step 44 - lrate 0.000000, wchange 148539440.77710003, angledelta 94.1 deg
    81. 

  81. step 45 - lrate 0.000000, wchange 108175868.39192960, angledelta 99.5 deg
    82. 

  82. step 46 - lrate 0.000000, wchange 110779350.63085628, angledelta 112.3 deg
    83. 

  83. step 47 - lrate 0.000000, wchange 62219100.16026435, angledelta 88.6 deg
    84. 

  84. step 48 - lrate 0.000000, wchange 77406611.67431907, angledelta 100.6 deg
    85. 

  85. step 49 - lrate 0.000000, wchange 106688026.94559330, angledelta 119.7 deg
    86. 

  86. step 50 - lrate 0.000000, wchange 86428053.17778951, angledelta 95.9 deg
    87. 

  87. step 51 - lrate 0.000000, wchange 46297443.99026599, angledelta 112.9 deg
    88. 

  88. step 52 - lrate 0.000000, wchange 54239064.44758128, angledelta 90.2 deg
    89. 

  89. step 53 - lrate 0.000000, wchange 37373734.46878044, angledelta 93.5 deg
    90. 

  90. step 54 - lrate 0.000000, wchange 121760365.53167246, angledelta 85.2 deg
    91. 

  91. step 55 - lrate 0.000000, wchange 39112223.46192615, angledelta 108.1 deg
    92. 

  92. step 56 - lrate 0.000000, wchange 34569660.17438046, angledelta 84.1 deg
    93. 

  93. step 57 - lrate 0.000000, wchange 43091901.02383469, angledelta 95.3 deg
    94. 

  94. step 58 - lrate 0.000000, wchange 34141305.27365936, angledelta 93.2 deg
    95. 

  95. step 59 - lrate 0.000000, wchange 39277410.07144409, angledelta 110.6 deg
    96. 

  96. step 60 - lrate 0.000000, wchange 44886325.63511323, angledelta 93.4 deg
    97. 

  97. step 61 - lrate 0.000000, wchange 39878388.19447731, angledelta 108.7 deg
    98. 

  98. step 62 - lrate 0.000000, wchange 21427177.87999919, angledelta 99.9 deg
    99. 

  99. step 63 - lrate 0.000000, wchange 20238755.00898984, angledelta 94.4 deg
    100. 

  100. step 64 - lrate 0.000000, wchange 18333615.92829314, angledelta 96.6 deg
    101. 

  101. step 65 - lrate 0.000000, wchange 30023438.96065738, angledelta 83.4 deg
    102. 

  102. step 66 - lrate 0.000000, wchange 20609428.70371661, angledelta 88.5 deg
    103. 

  103. step 67 - lrate 0.000000, wchange 16823254.02469441, angledelta 89.4 deg
    104. 

  104. step 68 - lrate 0.000000, wchange 21478322.78474802, angledelta 83.2 deg
    105. 

  105. step 69 - lrate 0.000000, wchange 12668283.06974142, angledelta 102.1 deg
    106. 

  106. step 70 - lrate 0.000000, wchange 13616654.70394831, angledelta 97.4 deg
    107. 

  107. step 71 - lrate 0.000000, wchange 12659861.54641987, angledelta 91.4 deg
    108. 

  108. step 72 - lrate 0.000000, wchange 10312962.34092326, angledelta 97.4 deg
    109. 

  109. step 73 - lrate 0.000000, wchange 12094880.12758088, angledelta 90.8 deg
    110. 

  110. step 74 - lrate 0.000000, wchange 8480608.82503474, angledelta 84.1 deg
    111. 

  111. step 75 - lrate 0.000000, wchange 8201417.51596414, angledelta 103.8 deg
    112. 

  112. step 76 - lrate 0.000000, wchange 8833264.15272955, angledelta 77.8 deg
    113. 

  113. step 77 - lrate 0.000000, wchange 8233407.51289546, angledelta 79.8 deg
    114. 

  114. step 78 - lrate 0.000000, wchange 22002244.54707397, angledelta 80.0 deg
    115. 

  115. step 79 - lrate 0.000000, wchange 7835785.49012593, angledelta 93.0 deg
    116. 

  116. step 80 - lrate 0.000000, wchange 6082956.36889324, angledelta 79.6 deg
    117. 

  117. step 81 - lrate 0.000000, wchange 5546820.83080129, angledelta 98.5 deg
    118. 

  118. step 82 - lrate 0.000000, wchange 10093734.78682339, angledelta 76.9 deg
    119. 

  119. step 83 - lrate 0.000000, wchange 6488348.60957428, angledelta 84.4 deg
    120. 

  120. step 84 - lrate 0.000000, wchange 5829454.32294693, angledelta 82.6 deg
    121. 

  121. step 85 - lrate 0.000000, wchange 4033917.93167059, angledelta 81.4 deg
    122. 

  122. step 86 - lrate 0.000000, wchange 7460044.87657536, angledelta 103.9 deg
    123. 

  123. step 87 - lrate 0.000000, wchange 3387967.34380928, angledelta 78.6 deg
    124. 

  124. step 88 - lrate 0.000000, wchange 3702574.53203053, angledelta 103.2 deg
    125. 

  125. step 89 - lrate 0.000000, wchange 2558428.96644959, angledelta 92.7 deg
    126. 

  126. step 90 - lrate 0.000000, wchange 3081110.13410265, angledelta 79.4 deg
    127. 

  127. step 91 - lrate 0.000000, wchange 2592468.75959124, angledelta 85.7 deg
    128. 

  128. step 92 - lrate 0.000000, wchange 2404657.89133419, angledelta 90.0 deg
    129. 

  129. step 93 - lrate 0.000000, wchange 2472302.23688482, angledelta 90.1 deg
    130. 

  130. step 94 - lrate 0.000000, wchange 2126478.90163985, angledelta 94.0 deg
    131. 

  131. step 95 - lrate 0.000000, wchange 1515464.78139273, angledelta 78.6 deg
    132. 

  132. step 96 - lrate 0.000000, wchange 1888822.70164580, angledelta 77.4 deg
    133. 

  133. step 97 - lrate 0.000000, wchange 2207157.62963450, angledelta 95.1 deg
    134. 

  134. step 98 - lrate 0.000000, wchange 1270167.85262355, angledelta 82.7 deg
    135. 

  135. step 99 - lrate 0.000000, wchange 1830045.29687874, angledelta 86.5 deg
    136. 

  136. step 100 - lrate 0.000000, wchange 1761997.53243547, angledelta 72.5 deg
    137. 

  137. step 101 - lrate 0.000000, wchange 1247409.47642703, angledelta 85.1 deg
    138. 

  138. step 102 - lrate 0.000000, wchange 1324986.34842263, angledelta 69.4 deg
    139. 

  139. step 103 - lrate 0.000000, wchange 1520227.28322997, angledelta 75.5 deg
    140. 

  140. step 104 - lrate 0.000000, wchange 1776724.26209302, angledelta 95.8 deg
    141. 

  141. step 105 - lrate 0.000000, wchange 884058.87400990, angledelta 87.7 deg
    142. 

  142. step 106 - lrate 0.000000, wchange 913932.44327351, angledelta 85.9 deg
    143. 

  143. step 107 - lrate 0.000000, wchange 1080898.88749703, angledelta 89.0 deg
    144. 

  144. step 108 - lrate 0.000000, wchange 445675.92925830, angledelta 89.3 deg
    145. 

  145. step 109 - lrate 0.000000, wchange 1019317.03955320, angledelta 86.1 deg
    146. 

  146. step 110 - lrate 0.000000, wchange 1094552.91055557, angledelta 76.7 deg
    147. 

  147. step 111 - lrate 0.000000, wchange 559524.39924745, angledelta 79.3 deg
    148. 

  148. step 112 - lrate 0.000000, wchange 522555.20447470, angledelta 65.0 deg
    149. 

  149. step 113 - lrate 0.000000, wchange 384517.47729105, angledelta 81.9 deg
    150. 

  150. step 114 - lrate 0.000000, wchange 400717.47288210, angledelta 103.6 deg
    151. 

  151. step 115 - lrate 0.000000, wchange 360507.54025907, angledelta 87.1 deg
    152. 

  152. step 116 - lrate 0.000000, wchange 387116.04273472, angledelta 80.8 deg
    153. 

  153. step 117 - lrate 0.000000, wchange 303602.90657805, angledelta 86.7 deg
    154. 

  154. step 118 - lrate 0.000000, wchange 405553.11877775, angledelta 84.9 deg
    155. 

  155. step 119 - lrate 0.000000, wchange 202435.80756179, angledelta 85.1 deg
    156. 

  156. step 120 - lrate 0.000000, wchange 370701.60476980, angledelta 95.6 deg
    157. 

  157. step 121 - lrate 0.000000, wchange 278475.61854185, angledelta 65.9 deg
    158. 

  158. step 122 - lrate 0.000000, wchange 318255.97439981, angledelta 97.3 deg
    159. 

  159. step 123 - lrate 0.000000, wchange 280905.92609840, angledelta 99.5 deg
    160. 

  160. step 124 - lrate 0.000000, wchange 241607.85530051, angledelta 94.2 deg
    161. 

  161. step 125 - lrate 0.000000, wchange 284548.85442638, angledelta 95.8 deg
    162. 

  162. step 126 - lrate 0.000000, wchange 162433.27704447, angledelta 89.0 deg
    163. 

  163. step 127 - lrate 0.000000, wchange 234915.01456883, angledelta 86.4 deg
    164. 

  164. step 128 - lrate 0.000000, wchange 167932.59941263, angledelta 81.3 deg
    165. 

  165. step 129 - lrate 0.000000, wchange 163620.04029161, angledelta 88.2 deg
    166. 

  166. step 130 - lrate 0.000000, wchange 110967.86004052, angledelta 86.6 deg
    167. 

  167. step 131 - lrate 0.000000, wchange 149881.59411362, angledelta 99.4 deg
    168. 

  168. step 132 - lrate 0.000000, wchange 123177.78180950, angledelta 85.2 deg
    169. 

  169. step 133 - lrate 0.000000, wchange 82734.26378470, angledelta 78.8 deg
    170. 

  170. step 134 - lrate 0.000000, wchange 129875.88970544, angledelta 89.6 deg
    171. 

  171. step 135 - lrate 0.000000, wchange 174059.72032278, angledelta 75.0 deg
    172. 

  172. step 136 - lrate 0.000000, wchange 70241.44330173, angledelta 83.4 deg
    173. 

  173. step 137 - lrate 0.000000, wchange 75135.78051522, angledelta 82.6 deg
    174. 

  174. step 138 - lrate 0.000000, wchange 64688.40463527, angledelta 80.8 deg
    175. 

  175. step 139 - lrate 0.000000, wchange 67910.94616388, angledelta 88.0 deg
    176. 

  176. step 140 - lrate 0.000000, wchange 61210.93593943, angledelta 85.0 deg
    177. 

  177. step 141 - lrate 0.000000, wchange 83941.57180953, angledelta 81.8 deg
    178. 

  178. step 142 - lrate 0.000000, wchange 84469.12595770, angledelta 81.9 deg
    179. 

  179. step 143 - lrate 0.000000, wchange 47932.68249055, angledelta 82.3 deg
    180. 

  180. step 144 - lrate 0.000000, wchange 44786.25894328, angledelta 80.8 deg
    181. 

  181. step 145 - lrate 0.000000, wchange 65689.68056158, angledelta 92.5 deg
    182. 

  182. step 146 - lrate 0.000000, wchange 56850.70317414, angledelta 74.6 deg
    183. 

  183. step 147 - lrate 0.000000, wchange 57435.24302990, angledelta 82.5 deg
    184. 

  184. step 148 - lrate 0.000000, wchange 32285.01342335, angledelta 74.6 deg
    185. 

  185. step 149 - lrate 0.000000, wchange 65680.37157772, angledelta 91.2 deg
    186. 

  186. step 150 - lrate 0.000000, wchange 22902.70194745, angledelta 92.2 deg
    187. 

  187. step 151 - lrate 0.000000, wchange 39393.05904144, angledelta 88.2 deg
    188. 

  188. step 152 - lrate 0.000000, wchange 48232.46406827, angledelta 106.9 deg
    189. 

  189. step 153 - lrate 0.000000, wchange 31385.22673133, angledelta 92.6 deg
    190. 

  190. step 154 - lrate 0.000000, wchange 37146.86167178, angledelta 89.2 deg
    191. 

  191. step 155 - lrate 0.000000, wchange 42915.52739668, angledelta 105.0 deg
    192. 

  192. step 156 - lrate 0.000000, wchange 30277.71091066, angledelta 91.7 deg
    193. 

  193. step 157 - lrate 0.000000, wchange 20891.31032610, angledelta 96.1 deg
    194. 

  194. step 158 - lrate 0.000000, wchange 12963.66893528, angledelta 81.1 deg
    195. 

  195. step 159 - lrate 0.000000, wchange 14132.10519604, angledelta 89.0 deg
    196. 

  196. step 160 - lrate 0.000000, wchange 16770.31741151, angledelta 83.5 deg
    197. 

  197. step 161 - lrate 0.000000, wchange 17306.81576639, angledelta 68.5 deg
    198. 

  198. step 162 - lrate 0.000000, wchange 12044.26863831, angledelta 91.8 deg
    199. 

  199. step 163 - lrate 0.000000, wchange 13437.58040043, angledelta 94.4 deg
    200. 

  200. step 164 - lrate 0.000000, wchange 12344.99227389, angledelta 93.4 deg
    201. 

  201. step 165 - lrate 0.000000, wchange 12443.66568317, angledelta 88.5 deg
    202. 

  202. step 166 - lrate 0.000000, wchange 13292.66536214, angledelta 88.2 deg
    203. 

  203. step 167 - lrate 0.000000, wchange 13342.67458219, angledelta 89.0 deg
    204. 

  204. step 168 - lrate 0.000000, wchange 8024.67581055, angledelta 90.2 deg
    205. 

  205. step 169 - lrate 0.000000, wchange 11702.30063800, angledelta 94.8 deg
    206. 

  206. step 170 - lrate 0.000000, wchange 14505.23381354, angledelta 88.4 deg
    207. 

  207. step 171 - lrate 0.000000, wchange 7201.99816107, angledelta 88.6 deg
    208. 

  208. step 172 - lrate 0.000000, wchange 35274.45119954, angledelta 92.7 deg
    209. 

  209. step 173 - lrate 0.000000, wchange 12606.16480764, angledelta 95.7 deg
    210. 

  210. step 174 - lrate 0.000000, wchange 8345.72888188, angledelta 88.1 deg
    211. 

  211. step 175 - lrate 0.000000, wchange 4273.42352049, angledelta 85.6 deg
    212. 

  212. step 176 - lrate 0.000000, wchange 5132.37187372, angledelta 72.6 deg
    213. 

  213. step 177 - lrate 0.000000, wchange 6778.34603471, angledelta 82.8 deg
    214. 

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  449. step 413 - lrate 0.000000, wchange 0.30638802, angledelta 83.1 deg
    450. 

  450. step 414 - lrate 0.000000, wchange 0.26797461, angledelta 86.5 deg
    451. 

  451. step 415 - lrate 0.000000, wchange 0.21761475, angledelta 74.8 deg
    452. 

  452. step 416 - lrate 0.000000, wchange 0.51445002, angledelta 91.7 deg
    453. 

  453. step 417 - lrate 0.000000, wchange 0.20434121, angledelta 80.2 deg
    454. 

  454. step 418 - lrate 0.000000, wchange 0.21498740, angledelta 87.5 deg
    455. 

  455. step 419 - lrate 0.000000, wchange 0.31138521, angledelta 77.1 deg
    456. 

  456. step 420 - lrate 0.000000, wchange 0.25097222, angledelta 86.3 deg
    457. 

  457. step 421 - lrate 0.000000, wchange 0.29712779, angledelta 91.3 deg
    458. 

  458. step 422 - lrate 0.000000, wchange 0.15182748, angledelta 78.3 deg
    459. 

  459. step 423 - lrate 0.000000, wchange 0.18334760, angledelta 76.8 deg
    460. 

  460. step 424 - lrate 0.000000, wchange 0.15067800, angledelta 70.3 deg
    461. 

  461. step 425 - lrate 0.000000, wchange 0.10554747, angledelta 67.9 deg
    462. 

  462. step 426 - lrate 0.000000, wchange 0.17746719, angledelta 80.1 deg
    463. 

  463. step 427 - lrate 0.000000, wchange 0.16273763, angledelta 84.1 deg
    464. 

  464. step 428 - lrate 0.000000, wchange 0.08891661, angledelta 80.7 deg
    465. 

  465. step 429 - lrate 0.000000, wchange 0.07875887, angledelta 70.7 deg
    466. 

  466. step 430 - lrate 0.000000, wchange 0.11739414, angledelta 80.8 deg
    467. 

  467. step 431 - lrate 0.000000, wchange 0.16522105, angledelta 81.9 deg
    468. 

  468. step 432 - lrate 0.000000, wchange 0.40742160, angledelta 85.8 deg
    469. 

  469. step 433 - lrate 0.000000, wchange 0.10224887, angledelta 91.0 deg
    470. 

  470. step 434 - lrate 0.000000, wchange 0.10388791, angledelta 71.3 deg
    471. 

  471. step 435 - lrate 0.000000, wchange 0.10818667, angledelta 78.2 deg
    472. 

  472. step 436 - lrate 0.000000, wchange 0.18798942, angledelta 89.1 deg
    473. 

  473. step 437 - lrate 0.000000, wchange 0.45949018, angledelta 78.4 deg
    474. 

  474. step 438 - lrate 0.000000, wchange 0.10913799, angledelta 88.5 deg
    475. 

  475. step 439 - lrate 0.000000, wchange 0.05998666, angledelta 72.2 deg
    476. 

  476. step 440 - lrate 0.000000, wchange 0.08867290, angledelta 68.8 deg
    477. 

  477. step 441 - lrate 0.000000, wchange 0.10637014, angledelta 81.5 deg
    478. 

  478. step 442 - lrate 0.000000, wchange 0.19868607, angledelta 79.0 deg
    479. 

  479. step 443 - lrate 0.000000, wchange 0.06348067, angledelta 91.8 deg
    480. 

  480. step 444 - lrate 0.000000, wchange 0.06896517, angledelta 68.4 deg
    481. 

  481. step 445 - lrate 0.000000, wchange 0.14359456, angledelta 77.2 deg
    482. 

  482. step 446 - lrate 0.000000, wchange 0.06606813, angledelta 84.9 deg
    483. 

  483. step 447 - lrate 0.000000, wchange 0.09605463, angledelta 88.3 deg
    484. 

  484. step 448 - lrate 0.000000, wchange 0.17970104, angledelta 93.3 deg
    485. 

  485. step 449 - lrate 0.000000, wchange 0.07454525, angledelta 99.2 deg
    486. 

  486. step 450 - lrate 0.000000, wchange 0.11051962, angledelta 93.1 deg
    487. 

  487. step 451 - lrate 0.000000, wchange 0.03747999, angledelta 85.8 deg
    488. 

  488. step 452 - lrate 0.000000, wchange 0.03948431, angledelta 61.3 deg
    489. 

  489. step 453 - lrate 0.000000, wchange 0.03978267, angledelta 71.2 deg
    490. 

  490. step 454 - lrate 0.000000, wchange 0.04385121, angledelta 72.5 deg
    491. 

  491. step 455 - lrate 0.000000, wchange 0.06188396, angledelta 72.3 deg
    492. 

  492. step 456 - lrate 0.000000, wchange 0.06795149, angledelta 76.1 deg
    493. 

  493. step 457 - lrate 0.000000, wchange 0.04174305, angledelta 86.7 deg
    494. 

  494. step 458 - lrate 0.000000, wchange 0.03091777, angledelta 76.0 deg
    495. 

  495. step 459 - lrate 0.000000, wchange 0.02626887, angledelta 63.6 deg
    496. 

  496. step 460 - lrate 0.000000, wchange 0.09925203, angledelta 87.1 deg
    497. 

  497. step 461 - lrate 0.000000, wchange 0.04376802, angledelta 87.6 deg
    498. 

  498. step 462 - lrate 0.000000, wchange 0.04782117, angledelta 82.3 deg
    499. 

  499. step 463 - lrate 0.000000, wchange 0.05716187, angledelta 75.6 deg
    500. 

  500. step 464 - lrate 0.000000, wchange 0.03354388, angledelta 87.0 deg
    501. 

  501. step 465 - lrate 0.000000, wchange 0.03042190, angledelta 72.4 deg
    502. 

  502. step 466 - lrate 0.000000, wchange 0.01883245, angledelta 68.0 deg
    503. 

  503. step 467 - lrate 0.000000, wchange 0.02544186, angledelta 58.7 deg
    504. 

  504. step 468 - lrate 0.000000, wchange 0.04579740, angledelta 80.4 deg
    505. 

  505. step 469 - lrate 0.000000, wchange 0.02375204, angledelta 82.5 deg
    506. 

  506. step 470 - lrate 0.000000, wchange 0.08152947, angledelta 94.8 deg
    507. 

  507. step 471 - lrate 0.000000, wchange 0.02048143, angledelta 86.6 deg
    508. 

  508. step 472 - lrate 0.000000, wchange 0.02060232, angledelta 67.1 deg
    509. 

  509. step 473 - lrate 0.000000, wchange 0.02044195, angledelta 70.1 deg
    510. 

  510. step 474 - lrate 0.000000, wchange 0.02348295, angledelta 77.7 deg
    511. 

  511. step 475 - lrate 0.000000, wchange 0.02065198, angledelta 75.3 deg
    512. 

  512. step 476 - lrate 0.000000, wchange 0.03743064, angledelta 83.4 deg
    513. 

  513. step 477 - lrate 0.000000, wchange 0.02368814, angledelta 74.7 deg
    514. 

  514. step 478 - lrate 0.000000, wchange 0.04330695, angledelta 77.3 deg
    515. 

  515. step 479 - lrate 0.000000, wchange 0.02218071, angledelta 88.6 deg
    516. 

  516. step 480 - lrate 0.000000, wchange 0.01672984, angledelta 88.1 deg
    517. 

  517. step 481 - lrate 0.000000, wchange 0.01587686, angledelta 83.9 deg
    518. 

  518. step 482 - lrate 0.000000, wchange 0.03134248, angledelta 77.7 deg
    519. 

  519. step 483 - lrate 0.000000, wchange 0.14559699, angledelta 85.8 deg
    520. 

  520. step 484 - lrate 0.000000, wchange 0.01265213, angledelta 84.9 deg
    521. 

  521. step 485 - lrate 0.000000, wchange 0.01400161, angledelta 69.6 deg
    522. 

  522. step 486 - lrate 0.000000, wchange 0.01543621, angledelta 67.5 deg
    523. 

  523. step 487 - lrate 0.000000, wchange 0.01077621, angledelta 68.0 deg
    524. 

  524. step 488 - lrate 0.000000, wchange 0.01247397, angledelta 55.8 deg
    525. 

  525. step 489 - lrate 0.000000, wchange 0.02527145, angledelta 67.5 deg
    526. 

  526. step 490 - lrate 0.000000, wchange 0.01419941, angledelta 69.8 deg
    527. 

  527. step 491 - lrate 0.000000, wchange 0.01651368, angledelta 75.5 deg
    528. 

  528. step 492 - lrate 0.000000, wchange 0.01114596, angledelta 66.6 deg
    529. 

  529. step 493 - lrate 0.000000, wchange 0.02105829, angledelta 93.6 deg
    530. 

  530. step 494 - lrate 0.000000, wchange 0.00805563, angledelta 87.4 deg
    531. 

  531. step 495 - lrate 0.000000, wchange 0.01728018, angledelta 83.6 deg
    532. 

  532. step 496 - lrate 0.000000, wchange 0.00878535, angledelta 80.2 deg
    533. 

  533. step 497 - lrate 0.000000, wchange 0.01074731, angledelta 67.3 deg
    534. 

  534. step 498 - lrate 0.000000, wchange 0.01235325, angledelta 73.2 deg
    535. 

  535. step 499 - lrate 0.000000, wchange 0.01841614, angledelta 73.5 deg
    536. 

  536. step 500 - lrate 0.000000, wchange 0.90527490, angledelta 82.4 deg
    537. 

  537. step 501 - lrate 0.000000, wchange 0.00692274, angledelta 85.2 deg
    538. 

  538. step 502 - lrate 0.000000, wchange 0.00724548, angledelta 69.7 deg
    539. 

  539. step 503 - lrate 0.000000, wchange 0.01061276, angledelta 75.5 deg
    540. 

  540. step 504 - lrate 0.000000, wchange 0.00669831, angledelta 79.8 deg
    541. 

  541. step 505 - lrate 0.000000, wchange 0.01040736, angledelta 67.9 deg
    542. 

  542. step 506 - lrate 0.000000, wchange 0.01496414, angledelta 81.4 deg
    543. 

  543. step 507 - lrate 0.000000, wchange 0.00927508, angledelta 95.9 deg
    544. 

  544. step 508 - lrate 0.000000, wchange 0.00658269, angledelta 61.7 deg
    545. 

  545. step 509 - lrate 0.000000, wchange 0.02624598, angledelta 78.7 deg
    546. 

  546. step 510 - lrate 0.000000, wchange 0.00477631, angledelta 87.7 deg
    547. 

  547. step 511 - lrate 0.000000, wchange 0.00430299, angledelta 81.7 deg
    548. 

  548. step 512 - lrate 0.000000, wchange 0.00704957, angledelta 85.0 deg
    549. 

  549. Sorting components in descending order of mean projected variance ...
    550.