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log_sub-011_ica1_06-Jan-2022.txt

log_sub-011_ica1_06-Jan-2022.txt 30 KB
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  1. 

  2. Input data size [71,953500] = 71 channels, 953500 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 189 frames per ICA weight ((5041)^2 = 953500 weights, Initial learning rate will be 0.001, block size 69.
    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: -5.3281 to 10.0918
    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. step 1 - lrate 0.001000, wchange 51.05115249, angledelta  0.0 deg
    17. 

  17. step 2 - lrate 0.001000, wchange 2.28416668, angledelta  0.0 deg
    18. 

  18. step 3 - lrate 0.001000, wchange 1.78510242, angledelta 88.2 deg
    19. 

  19. step 4 - lrate 0.000980, wchange 2.24229588, angledelta 107.5 deg
    20. 

  20. step 5 - lrate 0.000960, wchange 1.88490912, angledelta 122.8 deg
    21. 

  21. step 6 - lrate 0.000941, wchange 1.83584615, angledelta 121.8 deg
    22. 

  22. step 7 - lrate 0.000922, wchange 1.88907094, angledelta 125.6 deg
    23. 

  23. step 8 - lrate 0.000904, wchange 1.99315357, angledelta 126.7 deg
    24. 

  24. step 9 - lrate 0.000886, wchange 1.87823288, angledelta 129.6 deg
    25. 

  25. step 10 - lrate 0.000868, wchange 1.66392136, angledelta 123.8 deg
    26. 

  26. step 11 - lrate 0.000851, wchange 1.69217836, angledelta 128.2 deg
    27. 

  27. step 12 - lrate 0.000834, wchange 1.11477298, angledelta 113.5 deg
    28. 

  28. step 13 - lrate 0.000817, wchange 1.54597429, angledelta 110.9 deg
    29. 

  29. step 14 - lrate 0.000801, wchange 1.66065495, angledelta 128.0 deg
    30. 

  30. step 15 - lrate 0.000785, wchange 1.67211755, angledelta 134.0 deg
    31. 

  31. step 16 - lrate 0.000769, wchange 0.89866798, angledelta 110.0 deg
    32. 

  32. step 17 - lrate 0.000754, wchange 1.43035761, angledelta 110.3 deg
    33. 

  33. step 18 - lrate 0.000739, wchange 0.84377690, angledelta 113.5 deg
    34. 

  34. step 19 - lrate 0.000724, wchange 0.90558663, angledelta 116.3 deg
    35. 

  35. step 20 - lrate 0.000709, wchange 0.92458602, angledelta 122.5 deg
    36. 

  36. step 21 - lrate 0.000695, wchange 0.71648933, angledelta 114.7 deg
    37. 

  37. step 22 - lrate 0.000681, wchange 0.73242718, angledelta 118.1 deg
    38. 

  38. step 23 - lrate 0.000668, wchange 0.70602796, angledelta 117.6 deg
    39. 

  39. step 24 - lrate 0.000654, wchange 0.65993612, angledelta 117.6 deg
    40. 

  40. step 25 - lrate 0.000641, wchange 0.66086237, angledelta 119.0 deg
    41. 

  41. step 26 - lrate 0.000628, wchange 0.63840174, angledelta 117.6 deg
    42. 

  42. step 27 - lrate 0.000616, wchange 0.61631784, angledelta 116.8 deg
    43. 

  43. step 28 - lrate 0.000603, wchange 0.60141320, angledelta 117.5 deg
    44. 

  44. step 29 - lrate 0.000591, wchange 0.57835269, angledelta 118.1 deg
    45. 

  45. step 30 - lrate 0.000580, wchange 0.56823313, angledelta 118.4 deg
    46. 

  46. step 31 - lrate 0.000568, wchange 0.54954605, angledelta 118.0 deg
    47. 

  47. step 32 - lrate 0.000557, wchange 0.52562871, angledelta 118.3 deg
    48. 

  48. step 33 - lrate 0.000545, wchange 0.48651611, angledelta 118.2 deg
    49. 

  49. step 34 - lrate 0.000535, wchange 0.47870613, angledelta 116.7 deg
    50. 

  50. step 35 - lrate 0.000524, wchange 0.48674903, angledelta 117.7 deg
    51. 

  51. step 36 - lrate 0.000513, wchange 0.47359126, angledelta 117.8 deg
    52. 

  52. step 37 - lrate 0.000503, wchange 0.44941972, angledelta 117.4 deg
    53. 

  53. step 38 - lrate 0.000493, wchange 0.45002052, angledelta 119.9 deg
    54. 

  54. step 39 - lrate 0.000483, wchange 0.45398898, angledelta 116.8 deg
    55. 

  55. step 40 - lrate 0.000474, wchange 0.41419322, angledelta 119.3 deg
    56. 

  56. step 41 - lrate 0.000464, wchange 0.38420503, angledelta 116.4 deg
    57. 

  57. step 42 - lrate 0.000455, wchange 0.38713458, angledelta 117.3 deg
    58. 

  58. step 43 - lrate 0.000446, wchange 0.36660731, angledelta 119.6 deg
    59. 

  59. step 44 - lrate 0.000437, wchange 0.35275959, angledelta 116.4 deg
    60. 

  60. step 45 - lrate 0.000428, wchange 0.35445789, angledelta 118.6 deg
    61. 

  61. step 46 - lrate 0.000419, wchange 0.32312327, angledelta 116.7 deg
    62. 

  62. step 47 - lrate 0.000411, wchange 0.32792606, angledelta 118.0 deg
    63. 

  63. step 48 - lrate 0.000403, wchange 0.32854674, angledelta 117.3 deg
    64. 

  64. step 49 - lrate 0.000395, wchange 0.30773004, angledelta 117.1 deg
    65. 

  65. step 50 - lrate 0.000387, wchange 0.32095434, angledelta 119.0 deg
    66. 

  66. step 51 - lrate 0.000379, wchange 0.29822185, angledelta 117.3 deg
    67. 

  67. step 52 - lrate 0.000372, wchange 0.28046083, angledelta 118.7 deg
    68. 

  68. step 53 - lrate 0.000364, wchange 0.27014600, angledelta 119.0 deg
    69. 

  69. step 54 - lrate 0.000357, wchange 0.25507904, angledelta 117.8 deg
    70. 

  70. step 55 - lrate 0.000350, wchange 0.25725438, angledelta 118.7 deg
    71. 

  71. step 56 - lrate 0.000343, wchange 0.25254090, angledelta 119.0 deg
    72. 

  72. step 57 - lrate 0.000336, wchange 0.25560192, angledelta 118.0 deg
    73. 

  73. step 58 - lrate 0.000329, wchange 0.24804334, angledelta 118.9 deg
    74. 

  74. step 59 - lrate 0.000323, wchange 0.22719933, angledelta 117.4 deg
    75. 

  75. step 60 - lrate 0.000316, wchange 0.22591958, angledelta 119.6 deg
    76. 

  76. step 61 - lrate 0.000310, wchange 0.21892672, angledelta 119.0 deg
    77. 

  77. step 62 - lrate 0.000304, wchange 0.20652548, angledelta 117.8 deg
    78. 

  78. step 63 - lrate 0.000298, wchange 0.20034472, angledelta 118.4 deg
    79. 

  79. step 64 - lrate 0.000292, wchange 0.20186190, angledelta 118.3 deg
    80. 

  80. step 65 - lrate 0.000286, wchange 0.19552446, angledelta 119.1 deg
    81. 

  81. step 66 - lrate 0.000280, wchange 0.18169021, angledelta 118.3 deg
    82. 

  82. step 67 - lrate 0.000274, wchange 0.17791855, angledelta 117.3 deg
    83. 

  83. step 68 - lrate 0.000269, wchange 0.17336396, angledelta 118.4 deg
    84. 

  84. step 69 - lrate 0.000264, wchange 0.16801775, angledelta 118.8 deg
    85. 

  85. step 70 - lrate 0.000258, wchange 0.16876102, angledelta 117.2 deg
    86. 

  86. step 71 - lrate 0.000253, wchange 0.15827503, angledelta 119.0 deg
    87. 

  87. step 72 - lrate 0.000248, wchange 0.28649547, angledelta 108.2 deg
    88. 

  88. step 73 - lrate 0.000243, wchange 0.26773429, angledelta 131.7 deg
    89. 

  89. step 74 - lrate 0.000238, wchange 0.27545363, angledelta 124.4 deg
    90. 

  90. step 75 - lrate 0.000233, wchange 0.61876012, angledelta 116.6 deg
    91. 

  91. step 76 - lrate 0.000229, wchange 0.23502003, angledelta 87.5 deg
    92. 

  92. step 77 - lrate 0.000224, wchange 0.14528575, angledelta 106.8 deg
    93. 

  93. step 78 - lrate 0.000220, wchange 0.13693606, angledelta 112.3 deg
    94. 

  94. step 79 - lrate 0.000215, wchange 0.25042171, angledelta 108.6 deg
    95. 

  95. step 80 - lrate 0.000211, wchange 0.15938350, angledelta 106.2 deg
    96. 

  96. step 81 - lrate 0.000207, wchange 0.23799241, angledelta 108.9 deg
    97. 

  97. step 82 - lrate 0.000203, wchange 0.13134580, angledelta 108.1 deg
    98. 

  98. step 83 - lrate 0.000199, wchange 0.11983204, angledelta 116.1 deg
    99. 

  99. step 84 - lrate 0.000195, wchange 0.11142380, angledelta 115.8 deg
    100. 

  100. step 85 - lrate 0.000191, wchange 0.10825097, angledelta 117.6 deg
    101. 

  101. step 86 - lrate 0.000187, wchange 0.10596648, angledelta 116.4 deg
    102. 

  102. step 87 - lrate 0.000183, wchange 0.10584009, angledelta 119.2 deg
    103. 

  103. step 88 - lrate 0.000180, wchange 0.09656215, angledelta 118.2 deg
    104. 

  104. step 89 - lrate 0.000176, wchange 0.09822737, angledelta 117.3 deg
    105. 

  105. step 90 - lrate 0.000172, wchange 0.09753980, angledelta 116.5 deg
    106. 

  106. step 91 - lrate 0.000169, wchange 0.09350043, angledelta 117.1 deg
    107. 

  107. step 92 - lrate 0.000166, wchange 0.09171100, angledelta 117.8 deg
    108. 

  108. step 93 - lrate 0.000162, wchange 0.09011770, angledelta 119.1 deg
    109. 

  109. step 94 - lrate 0.000159, wchange 0.08112188, angledelta 117.0 deg
    110. 

  110. step 95 - lrate 0.000156, wchange 0.18306304, angledelta 108.1 deg
    111. 

  111. step 96 - lrate 0.000153, wchange 0.71676945, angledelta 110.9 deg
    112. 

  112. step 97 - lrate 0.000150, wchange 0.31850313, angledelta 118.7 deg
    113. 

  113. step 98 - lrate 0.000147, wchange 0.10552640, angledelta 88.7 deg
    114. 

  114. step 99 - lrate 0.000144, wchange 0.07929913, angledelta 108.8 deg
    115. 

  115. step 100 - lrate 0.000141, wchange 0.07378636, angledelta 112.3 deg
    116. 

  116. step 101 - lrate 0.000138, wchange 0.07233801, angledelta 114.9 deg
    117. 

  117. step 102 - lrate 0.000135, wchange 0.07336714, angledelta 116.9 deg
    118. 

  118. step 103 - lrate 0.000133, wchange 0.07040978, angledelta 116.8 deg
    119. 

  119. step 104 - lrate 0.000130, wchange 0.07135589, angledelta 117.4 deg
    120. 

  120. step 105 - lrate 0.000127, wchange 0.17544613, angledelta 106.4 deg
    121. 

  121. step 106 - lrate 0.000125, wchange 0.16663458, angledelta 138.5 deg
    122. 

  122. step 107 - lrate 0.000122, wchange 0.06149165, angledelta 105.2 deg
    123. 

  123. step 108 - lrate 0.000120, wchange 0.06002446, angledelta 117.8 deg
    124. 

  124. step 109 - lrate 0.000117, wchange 0.05486480, angledelta 118.0 deg
    125. 

  125. step 110 - lrate 0.000115, wchange 0.05516410, angledelta 117.4 deg
    126. 

  126. step 111 - lrate 0.000113, wchange 0.05399782, angledelta 118.3 deg
    127. 

  127. step 112 - lrate 0.000111, wchange 0.05293956, angledelta 118.9 deg
    128. 

  128. step 113 - lrate 0.000108, wchange 0.05338312, angledelta 119.0 deg
    129. 

  129. step 114 - lrate 0.000106, wchange 0.14929792, angledelta 105.5 deg
    130. 

  130. step 115 - lrate 0.000104, wchange 0.06013066, angledelta 105.5 deg
    131. 

  131. step 116 - lrate 0.000102, wchange 0.05683800, angledelta 110.0 deg
    132. 

  132. step 117 - lrate 0.000100, wchange 0.15655491, angledelta 109.4 deg
    133. 

  133. step 118 - lrate 0.000098, wchange 0.05007005, angledelta 104.7 deg
    134. 

  134. step 119 - lrate 0.000096, wchange 0.04512253, angledelta 118.9 deg
    135. 

  135. step 120 - lrate 0.000094, wchange 0.13946857, angledelta 105.1 deg
    136. 

  136. step 121 - lrate 0.000092, wchange 0.15671677, angledelta 141.0 deg
    137. 

  137. step 122 - lrate 0.000090, wchange 0.04563043, angledelta 109.8 deg
    138. 

  138. step 123 - lrate 0.000089, wchange 0.15371522, angledelta 104.6 deg
    139. 

  139. step 124 - lrate 0.000087, wchange 0.14562420, angledelta 147.4 deg
    140. 

  140. step 125 - lrate 0.000085, wchange 0.03810672, angledelta 103.0 deg
    141. 

  141. step 126 - lrate 0.000083, wchange 0.03795173, angledelta 117.0 deg
    142. 

  142. step 127 - lrate 0.000082, wchange 0.03676109, angledelta 118.1 deg
    143. 

  143. step 128 - lrate 0.000080, wchange 0.03597088, angledelta 117.6 deg
    144. 

  144. step 129 - lrate 0.000078, wchange 0.03660273, angledelta 118.1 deg
    145. 

  145. step 130 - lrate 0.000077, wchange 0.03507704, angledelta 119.8 deg
    146. 

  146. step 131 - lrate 0.000075, wchange 0.03468149, angledelta 118.2 deg
    147. 

  147. step 132 - lrate 0.000074, wchange 0.03491901, angledelta 120.7 deg
    148. 

  148. step 133 - lrate 0.000072, wchange 0.03119864, angledelta 118.7 deg
    149. 

  149. step 134 - lrate 0.000071, wchange 0.03000256, angledelta 117.0 deg
    150. 

  150. step 135 - lrate 0.000069, wchange 0.03056386, angledelta 119.2 deg
    151. 

  151. step 136 - lrate 0.000068, wchange 0.02922308, angledelta 118.9 deg
    152. 

  152. step 137 - lrate 0.000067, wchange 0.02783390, angledelta 119.3 deg
    153. 

  153. step 138 - lrate 0.000065, wchange 0.02801971, angledelta 118.1 deg
    154. 

  154. step 139 - lrate 0.000064, wchange 0.02782220, angledelta 119.6 deg
    155. 

  155. step 140 - lrate 0.000063, wchange 0.02635476, angledelta 119.5 deg
    156. 

  156. step 141 - lrate 0.000062, wchange 0.02726841, angledelta 120.5 deg
    157. 

  157. step 142 - lrate 0.000060, wchange 0.02646586, angledelta 120.4 deg
    158. 

  158. step 143 - lrate 0.000059, wchange 0.02555836, angledelta 119.7 deg
    159. 

  159. step 144 - lrate 0.000058, wchange 0.02428915, angledelta 118.6 deg
    160. 

  160. step 145 - lrate 0.000057, wchange 0.12193359, angledelta 102.4 deg
    161. 

  161. step 146 - lrate 0.000056, wchange 0.12266048, angledelta 153.3 deg
    162. 

  162. step 147 - lrate 0.000055, wchange 0.02375299, angledelta 104.4 deg
    163. 

  163. step 148 - lrate 0.000053, wchange 0.02254488, angledelta 117.8 deg
    164. 

  164. step 149 - lrate 0.000052, wchange 0.02358465, angledelta 117.2 deg
    165. 

  165. step 150 - lrate 0.000051, wchange 0.02275996, angledelta 121.3 deg
    166. 

  166. step 151 - lrate 0.000050, wchange 0.02114994, angledelta 120.3 deg
    167. 

  167. step 152 - lrate 0.000049, wchange 0.02156410, angledelta 117.5 deg
    168. 

  168. step 153 - lrate 0.000048, wchange 0.02121525, angledelta 120.9 deg
    169. 

  169. step 154 - lrate 0.000047, wchange 0.01995480, angledelta 118.7 deg
    170. 

  170. step 155 - lrate 0.000046, wchange 0.01896897, angledelta 119.2 deg
    171. 

  171. step 156 - lrate 0.000045, wchange 0.01924188, angledelta 119.5 deg
    172. 

  172. step 157 - lrate 0.000045, wchange 0.01743644, angledelta 119.8 deg
    173. 

  173. step 158 - lrate 0.000044, wchange 0.01849847, angledelta 117.6 deg
    174. 

  174. step 159 - lrate 0.000043, wchange 0.01831138, angledelta 120.7 deg
    175. 

  175. step 160 - lrate 0.000042, wchange 0.01805424, angledelta 120.0 deg
    176. 

  176. step 161 - lrate 0.000041, wchange 0.01750435, angledelta 120.0 deg
    177. 

  177. step 162 - lrate 0.000040, wchange 0.01760538, angledelta 120.4 deg
    178. 

  178. step 163 - lrate 0.000039, wchange 0.01639809, angledelta 120.4 deg
    179. 

  179. step 164 - lrate 0.000039, wchange 0.11454556, angledelta 100.7 deg
    180. 

  180. step 165 - lrate 0.000038, wchange 0.11475179, angledelta 158.2 deg
    181. 

  181. step 166 - lrate 0.000037, wchange 0.01473269, angledelta 99.2 deg
    182. 

  182. step 167 - lrate 0.000036, wchange 0.01570348, angledelta 118.9 deg
    183. 

  183. step 168 - lrate 0.000036, wchange 0.01528815, angledelta 122.4 deg
    184. 

  184. step 169 - lrate 0.000035, wchange 0.11449473, angledelta 101.4 deg
    185. 

  185. step 170 - lrate 0.000034, wchange 0.11143103, angledelta 158.7 deg
    186. 

  186. step 171 - lrate 0.000034, wchange 0.01426361, angledelta 101.5 deg
    187. 

  187. step 172 - lrate 0.000033, wchange 0.01315835, angledelta 118.6 deg
    188. 

  188. step 173 - lrate 0.000032, wchange 0.01298044, angledelta 118.0 deg
    189. 

  189. step 174 - lrate 0.000032, wchange 0.01304796, angledelta 118.7 deg
    190. 

  190. step 175 - lrate 0.000031, wchange 0.10575628, angledelta 99.8 deg
    191. 

  191. step 176 - lrate 0.000030, wchange 0.01432115, angledelta 94.5 deg
    192. 

  192. step 177 - lrate 0.000030, wchange 0.11141952, angledelta 104.2 deg
    193. 

  193. step 178 - lrate 0.000029, wchange 0.01171251, angledelta 98.4 deg
    194. 

  194. step 179 - lrate 0.000029, wchange 0.01149954, angledelta 119.6 deg
    195. 

  195. step 180 - lrate 0.000028, wchange 0.01115634, angledelta 118.2 deg
    196. 

  196. step 181 - lrate 0.000027, wchange 0.01227935, angledelta 119.9 deg
    197. 

  197. step 182 - lrate 0.000027, wchange 0.01085010, angledelta 121.5 deg
    198. 

  198. step 183 - lrate 0.000026, wchange 0.01069515, angledelta 118.5 deg
    199. 

  199. step 184 - lrate 0.000026, wchange 0.00987030, angledelta 119.9 deg
    200. 

  200. step 185 - lrate 0.000025, wchange 0.00989337, angledelta 120.4 deg
    201. 

  201. step 186 - lrate 0.000025, wchange 0.00998668, angledelta 119.8 deg
    202. 

  202. step 187 - lrate 0.000024, wchange 0.00953405, angledelta 119.5 deg
    203. 

  203. step 188 - lrate 0.000024, wchange 0.00924332, angledelta 118.4 deg
    204. 

  204. step 189 - lrate 0.000023, wchange 0.00902446, angledelta 119.3 deg
    205. 

  205. step 190 - lrate 0.000023, wchange 0.00918616, angledelta 120.0 deg
    206. 

  206. step 191 - lrate 0.000022, wchange 0.00904601, angledelta 119.9 deg
    207. 

  207. step 192 - lrate 0.000022, wchange 0.00817991, angledelta 120.2 deg
    208. 

  208. step 193 - lrate 0.000022, wchange 0.00786530, angledelta 117.6 deg
    209. 

  209. step 194 - lrate 0.000021, wchange 0.00784976, angledelta 117.0 deg
    210. 

  210. step 195 - lrate 0.000021, wchange 0.00779342, angledelta 120.1 deg
    211. 

  211. step 196 - lrate 0.000020, wchange 0.00754337, angledelta 118.1 deg
    212. 

  212. step 197 - lrate 0.000020, wchange 0.00795759, angledelta 121.0 deg
    213. 

  213. step 198 - lrate 0.000019, wchange 0.00764550, angledelta 120.1 deg
    214. 

  214. step 199 - lrate 0.000019, wchange 0.00749375, angledelta 120.5 deg
    215. 

  215. step 200 - lrate 0.000019, wchange 0.00767404, angledelta 119.5 deg
    216. 

  216. step 201 - lrate 0.000018, wchange 0.00717635, angledelta 120.3 deg
    217. 

  217. step 202 - lrate 0.000018, wchange 0.00679337, angledelta 119.2 deg
    218. 

  218. step 203 - lrate 0.000018, wchange 0.00688560, angledelta 120.8 deg
    219. 

  219. step 204 - lrate 0.000017, wchange 0.00667567, angledelta 120.2 deg
    220. 

  220. step 205 - lrate 0.000017, wchange 0.00697780, angledelta 120.4 deg
    221. 

  221. step 206 - lrate 0.000017, wchange 0.00668029, angledelta 121.1 deg
    222. 

  222. step 207 - lrate 0.000016, wchange 0.00630461, angledelta 118.9 deg
    223. 

  223. step 208 - lrate 0.000016, wchange 0.00651333, angledelta 120.8 deg
    224. 

  224. step 209 - lrate 0.000016, wchange 0.00624168, angledelta 120.1 deg
    225. 

  225. step 210 - lrate 0.000015, wchange 0.00581604, angledelta 120.5 deg
    226. 

  226. step 211 - lrate 0.000015, wchange 0.00555894, angledelta 116.9 deg
    227. 

  227. step 212 - lrate 0.000015, wchange 0.00590878, angledelta 119.6 deg
    228. 

  228. step 213 - lrate 0.000014, wchange 0.00595695, angledelta 120.9 deg
    229. 

  229. step 214 - lrate 0.000014, wchange 0.00548234, angledelta 120.5 deg
    230. 

  230. step 215 - lrate 0.000014, wchange 0.00525626, angledelta 119.6 deg
    231. 

  231. step 216 - lrate 0.000014, wchange 0.00502305, angledelta 119.9 deg
    232. 

  232. step 217 - lrate 0.000013, wchange 0.00513363, angledelta 119.2 deg
    233. 

  233. step 218 - lrate 0.000013, wchange 0.00504166, angledelta 120.5 deg
    234. 

  234. step 219 - lrate 0.000013, wchange 0.00505233, angledelta 121.0 deg
    235. 

  235. step 220 - lrate 0.000012, wchange 0.00465282, angledelta 119.1 deg
    236. 

  236. step 221 - lrate 0.000012, wchange 0.19818003, angledelta 93.4 deg
    237. 

  237. step 222 - lrate 0.000012, wchange 0.00537459, angledelta 94.0 deg
    238. 

  238. step 223 - lrate 0.000012, wchange 0.16769791, angledelta 94.8 deg
    239. 

  239. step 224 - lrate 0.000012, wchange 0.00585443, angledelta 65.5 deg
    240. 

  240. step 225 - lrate 0.000011, wchange 0.00436983, angledelta 117.3 deg
    241. 

  241. step 226 - lrate 0.000011, wchange 0.00415847, angledelta 119.2 deg
    242. 

  242. step 227 - lrate 0.000011, wchange 0.00393849, angledelta 118.4 deg
    243. 

  243. step 228 - lrate 0.000011, wchange 0.10165095, angledelta 96.2 deg
    244. 

  244. step 229 - lrate 0.000010, wchange 0.00426477, angledelta 96.7 deg
    245. 

  245. step 230 - lrate 0.000010, wchange 0.00412501, angledelta 117.4 deg
    246. 

  246. step 231 - lrate 0.000010, wchange 0.10097781, angledelta 95.9 deg
    247. 

  247. step 232 - lrate 0.000010, wchange 0.00374183, angledelta 95.5 deg
    248. 

  248. step 233 - lrate 0.000010, wchange 0.00338887, angledelta 116.8 deg
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  249. step 234 - lrate 0.000009, wchange 0.00344174, angledelta 120.3 deg
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  250. step 235 - lrate 0.000009, wchange 0.00325335, angledelta 120.1 deg
    251. 

  251. step 236 - lrate 0.000009, wchange 0.00335031, angledelta 119.9 deg
    252. 

  252. step 237 - lrate 0.000009, wchange 0.00327536, angledelta 119.7 deg
    253. 

  253. step 238 - lrate 0.000009, wchange 0.00319788, angledelta 119.8 deg
    254. 

  254. step 239 - lrate 0.000008, wchange 0.00302432, angledelta 120.2 deg
    255. 

  255. step 240 - lrate 0.000008, wchange 0.10322336, angledelta 93.6 deg
    256. 

  256. step 241 - lrate 0.000008, wchange 0.00364631, angledelta 97.9 deg
    257. 

  257. step 242 - lrate 0.000008, wchange 0.08276235, angledelta 91.9 deg
    258. 

  258. step 243 - lrate 0.000008, wchange 0.00393330, angledelta 65.1 deg
    259. 

  259. step 244 - lrate 0.000008, wchange 0.00250273, angledelta 114.7 deg
    260. 

  260. step 245 - lrate 0.000008, wchange 0.00263205, angledelta 119.3 deg
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  261. step 246 - lrate 0.000007, wchange 0.00259995, angledelta 119.8 deg
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  262. step 247 - lrate 0.000007, wchange 0.00254969, angledelta 119.9 deg
    263. 

  263. step 248 - lrate 0.000007, wchange 0.00235242, angledelta 121.2 deg
    264. 

  264. step 249 - lrate 0.000007, wchange 0.00239890, angledelta 120.0 deg
    265. 

  265. step 250 - lrate 0.000007, wchange 0.00226927, angledelta 119.6 deg
    266. 

  266. step 251 - lrate 0.000007, wchange 0.00221586, angledelta 119.5 deg
    267. 

  267. step 252 - lrate 0.000007, wchange 0.00214059, angledelta 117.4 deg
    268. 

  268. step 253 - lrate 0.000006, wchange 0.00221252, angledelta 118.4 deg
    269. 

  269. step 254 - lrate 0.000006, wchange 0.00217502, angledelta 121.3 deg
    270. 

  270. step 255 - lrate 0.000006, wchange 0.00208820, angledelta 118.8 deg
    271. 

  271. step 256 - lrate 0.000006, wchange 0.00207903, angledelta 119.5 deg
    272. 

  272. step 257 - lrate 0.000006, wchange 0.00196302, angledelta 120.4 deg
    273. 

  273. step 258 - lrate 0.000006, wchange 0.00182211, angledelta 119.9 deg
    274. 

  274. step 259 - lrate 0.000006, wchange 0.00186026, angledelta 117.3 deg
    275. 

  275. step 260 - lrate 0.000006, wchange 0.00188473, angledelta 122.1 deg
    276. 

  276. step 261 - lrate 0.000005, wchange 0.00175591, angledelta 118.9 deg
    277. 

  277. step 262 - lrate 0.000005, wchange 0.00172946, angledelta 119.6 deg
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  278. step 263 - lrate 0.000005, wchange 0.00175869, angledelta 120.0 deg
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  279. step 264 - lrate 0.000005, wchange 0.00170150, angledelta 122.0 deg
    280. 

  280. step 265 - lrate 0.000005, wchange 0.00163332, angledelta 120.6 deg
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  281. step 266 - lrate 0.000005, wchange 0.00153831, angledelta 119.7 deg
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  282. step 267 - lrate 0.000005, wchange 0.00152467, angledelta 118.4 deg
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  283. step 268 - lrate 0.000005, wchange 0.00150180, angledelta 120.3 deg
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  284. step 269 - lrate 0.000005, wchange 0.00148731, angledelta 120.1 deg
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  285. step 270 - lrate 0.000005, wchange 0.00144111, angledelta 121.8 deg
    286. 

  286. step 271 - lrate 0.000004, wchange 0.00133027, angledelta 118.2 deg
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  287. step 272 - lrate 0.000004, wchange 0.00136441, angledelta 120.6 deg
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  288. step 273 - lrate 0.000004, wchange 0.00132165, angledelta 120.6 deg
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  289. step 274 - lrate 0.000004, wchange 0.00130654, angledelta 119.4 deg
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  290. step 275 - lrate 0.000004, wchange 0.00129157, angledelta 119.6 deg
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  294. step 279 - lrate 0.000004, wchange 0.00114079, angledelta 121.9 deg
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  295. step 280 - lrate 0.000004, wchange 0.00111398, angledelta 119.7 deg
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  296. step 281 - lrate 0.000004, wchange 0.00102969, angledelta 118.9 deg
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  300. step 285 - lrate 0.000003, wchange 0.00092858, angledelta 119.1 deg
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    330. 

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    333. 

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  340. step 325 - lrate 0.000002, wchange 0.00022865, angledelta 117.9 deg
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  341. step 326 - lrate 0.000002, wchange 0.00022721, angledelta 118.3 deg
    342. 

  342. step 327 - lrate 0.000001, wchange 0.00022369, angledelta 116.6 deg
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    350. 

  350. step 335 - lrate 0.000001, wchange 0.00015184, angledelta 115.8 deg
    351. 

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    355. 

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    358. 

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    364. 

  364. step 349 - lrate 0.000001, wchange 0.00007439, angledelta 114.4 deg
    365. 

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    366. 

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    367. 

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    368. 

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    369. 

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    370. 

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    371. 

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    372. 

  372. step 357 - lrate 0.000001, wchange 0.00004268, angledelta 113.6 deg
    373. 

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    374. 

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    375. 

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    376. 

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    377. 

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    378. 

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    379. 

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    380. 

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    381. 

  381. step 366 - lrate 0.000001, wchange 0.00002500, angledelta 112.3 deg
    382. 

  382. step 367 - lrate 0.000001, wchange 0.00002389, angledelta 110.4 deg
    383. 

  383. step 368 - lrate 0.000001, wchange 0.00002142, angledelta 111.2 deg
    384. 

  384. step 369 - lrate 0.000001, wchange 0.00002101, angledelta 109.0 deg
    385. 

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    386. 

  386. step 371 - lrate 0.000001, wchange 0.00001896, angledelta 111.5 deg
    387. 

  387. step 372 - lrate 0.000001, wchange 0.00001699, angledelta 109.2 deg
    388. 

  388. step 373 - lrate 0.000001, wchange 0.00001518, angledelta 112.4 deg
    389. 

  389. step 374 - lrate 0.000001, wchange 0.00001458, angledelta 110.9 deg
    390. 

  390. step 375 - lrate 0.000001, wchange 0.00001337, angledelta 110.5 deg
    391. 

  391. step 376 - lrate 0.000001, wchange 0.00001275, angledelta 108.8 deg
    392. 

  392. step 377 - lrate 0.000001, wchange 0.00001172, angledelta 108.5 deg
    393. 

  393. step 378 - lrate 0.000001, wchange 0.00001115, angledelta 109.6 deg
    394. 

  394. step 379 - lrate 0.000001, wchange 0.00001038, angledelta 105.7 deg
    395. 

  395. step 380 - lrate 0.000001, wchange 0.00000959, angledelta 106.8 deg
    396. 

  396. step 381 - lrate 0.000001, wchange 0.00000966, angledelta 107.4 deg
    397. 

  397. step 382 - lrate 0.000000, wchange 0.00000837, angledelta 107.9 deg
    398. 

  398. step 383 - lrate 0.000000, wchange 0.00000734, angledelta 105.9 deg
    399. 

  399. step 384 - lrate 0.000000, wchange 0.00000738, angledelta 107.0 deg
    400. 

  400. step 385 - lrate 0.000000, wchange 0.00000685, angledelta 108.5 deg
    401. 

  401. step 386 - lrate 0.000000, wchange 0.00000648, angledelta 106.2 deg
    402. 

  402. step 387 - lrate 0.000000, wchange 0.00000595, angledelta 107.1 deg
    403. 

  403. step 388 - lrate 0.000000, wchange 0.00000547, angledelta 106.7 deg
    404. 

  404. step 389 - lrate 0.000000, wchange 0.00000501, angledelta 104.7 deg
    405. 

  405. step 390 - lrate 0.000000, wchange 0.00000479, angledelta 104.0 deg
    406. 

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    407. 

  407. step 392 - lrate 0.000000, wchange 0.00000421, angledelta 106.0 deg
    408. 

  408. step 393 - lrate 0.000000, wchange 0.00000392, angledelta 104.7 deg
    409. 

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    410. 

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    411. 

  411. step 396 - lrate 0.000000, wchange 0.00000302, angledelta 104.4 deg
    412. 

  412. step 397 - lrate 0.000000, wchange 0.00000289, angledelta 104.6 deg
    413. 

  413. step 398 - lrate 0.000000, wchange 0.00000266, angledelta 105.4 deg
    414. 

  414. step 399 - lrate 0.000000, wchange 0.00000258, angledelta 102.7 deg
    415. 

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    416. 

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    417. 

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    418. 

  418. step 403 - lrate 0.000000, wchange 0.00000180, angledelta 102.8 deg
    419. 

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    420. 

  420. step 405 - lrate 0.000000, wchange 0.00000161, angledelta 103.8 deg
    421. 

  421. step 406 - lrate 0.000000, wchange 0.00000159, angledelta 103.0 deg
    422. 

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    423. 

  423. step 408 - lrate 0.000000, wchange 0.00000132, angledelta 101.0 deg
    424. 

  424. step 409 - lrate 0.000000, wchange 0.00000121, angledelta 102.9 deg
    425. 

  425. step 410 - lrate 0.000000, wchange 0.00000116, angledelta 101.4 deg
    426. 

  426. step 411 - lrate 0.000000, wchange 0.00000106, angledelta 101.5 deg
    427. 

  427. step 412 - lrate 0.000000, wchange 0.00000096, angledelta 101.9 deg
    428. 

  428. step 413 - lrate 0.000000, wchange 0.00000089, angledelta 101.6 deg
    429. 

  429. step 414 - lrate 0.000000, wchange 0.00000081, angledelta 100.6 deg
    430. 

  430. step 415 - lrate 0.000000, wchange 0.00000078, angledelta 99.8 deg
    431. 

  431. step 416 - lrate 0.000000, wchange 0.00000070, angledelta 101.8 deg
    432. 

  432. step 417 - lrate 0.000000, wchange 0.00000066, angledelta 101.2 deg
    433. 

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    434. 

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    435. 

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    436. 

  436. step 421 - lrate 0.000000, wchange 0.00000048, angledelta 98.5 deg
    437. 

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    438. 

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    439. 

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    440. 

  440. step 425 - lrate 0.000000, wchange 0.00000036, angledelta 99.0 deg
    441. 

  441. step 426 - lrate 0.000000, wchange 0.00000033, angledelta 97.0 deg
    442. 

  442. step 427 - lrate 0.000000, wchange 0.00000031, angledelta 97.5 deg
    443. 

  443. step 428 - lrate 0.000000, wchange 0.00000030, angledelta 104.2 deg
    444. 

  444. step 429 - lrate 0.000000, wchange 0.00000026, angledelta 95.7 deg
    445. 

  445. step 430 - lrate 0.000000, wchange 0.00000025, angledelta 98.0 deg
    446. 

  446. step 431 - lrate 0.000000, wchange 0.00000023, angledelta 97.4 deg
    447. 

  447. step 432 - lrate 0.000000, wchange 0.00000022, angledelta 98.6 deg
    448. 

  448. step 433 - lrate 0.000000, wchange 0.00000020, angledelta 96.8 deg
    449. 

  449. step 434 - lrate 0.000000, wchange 0.00000017, angledelta 96.6 deg
    450. 

  450. step 435 - lrate 0.000000, wchange 0.00000017, angledelta 97.1 deg
    451. 

  451. step 436 - lrate 0.000000, wchange 0.00000016, angledelta 96.0 deg
    452. 

  452. step 437 - lrate 0.000000, wchange 0.00000014, angledelta 96.6 deg
    453. 

  453. step 438 - lrate 0.000000, wchange 0.00000014, angledelta 96.3 deg
    454. 

  454. step 439 - lrate 0.000000, wchange 0.00000012, angledelta 97.1 deg
    455. 

  455. step 440 - lrate 0.000000, wchange 0.00000011, angledelta 95.2 deg
    456. 

  456. step 441 - lrate 0.000000, wchange 0.00000011, angledelta 96.4 deg
    457. 

  457. step 442 - lrate 0.000000, wchange 0.00000010, angledelta 98.0 deg
    458. 

  458. step 443 - lrate 0.000000, wchange 0.00000009, angledelta 95.5 deg
    459. 

  459. Sorting components in descending order of mean projected variance ...
    460.