We use cookies to ensure you get the best experience on our website
Home Explore Help News
Register Sign In
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Fork 1
Files Issues 0 Pull Requests 0 Wiki
Tree: 2048a6aa01
Branches Tags
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-009_ica1_16-Nov-2021.txt

log_sub-009_ica1_16-Nov-2021.txt 42 KB
History Download

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584 
  1. 

  2. Input data size [72,978000] = 72 channels, 978000 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 188 frames per ICA weight ((5184)^2 = 978000 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: -5.61091 to 6.9188
    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. Lowering learning rate to 4.71013e-05 and starting again.
    45. 

  45. Lowering learning rate to 4.23912e-05 and starting again.
    46. 

  46. Lowering learning rate to 3.8152e-05 and starting again.
    47. 

  47. Lowering learning rate to 3.43368e-05 and starting again.
    48. 

  48. Lowering learning rate to 3.09032e-05 and starting again.
    49. 

  49. Lowering learning rate to 2.78128e-05 and starting again.
    50. 

  50. Lowering learning rate to 2.50316e-05 and starting again.
    51. 

  51. Lowering learning rate to 2.25284e-05 and starting again.
    52. 

  52. Lowering learning rate to 2.02756e-05 and starting again.
    53. 

  53. Lowering learning rate to 1.8248e-05 and starting again.
    54. 

  54. step 1 - lrate 0.000018, wchange 3092691455692896.00000000, angledelta  0.0 deg
    55. 

  55. Lowering learning rate to 1.31386e-05 and starting again.
    56. 

  56. step 1 - lrate 0.000013, wchange 142945120522.46734619, angledelta  0.0 deg
    57. 

  57. Lowering learning rate to 9.45977e-06 and starting again.
    58. 

  58. step 1 - lrate 0.000009, wchange 107809943.38503483, angledelta  0.0 deg
    59. 

  59. step 2 - lrate 0.000009, wchange 11602536927159114.00000000, angledelta  0.0 deg
    60. 

  60. Lowering learning rate to 6.81103e-06 and starting again.
    61. 

  61. step 1 - lrate 0.000007, wchange 606746.50755852, angledelta  0.0 deg
    62. 

  62. step 2 - lrate 0.000007, wchange 369055044419.84552002, angledelta  0.0 deg
    63. 

  63. step 3 - lrate 0.000005, wchange 15498938615881772.00000000, angledelta  0.4 deg
    64. 

  64. Lowering learning rate to 3.92315e-06 and starting again.
    65. 

  65. step 1 - lrate 0.000004, wchange 2082.35406468, angledelta  0.0 deg
    66. 

  66. step 2 - lrate 0.000004, wchange 4415729.67530690, angledelta  0.0 deg
    67. 

  67. step 3 - lrate 0.000004, wchange 9483694001.43052864, angledelta  6.5 deg
    68. 

  68. step 4 - lrate 0.000003, wchange 4171052021877.04394531, angledelta  6.5 deg
    69. 

  69. step 5 - lrate 0.000003, wchange 520157155641093.93750000, angledelta  6.5 deg
    70. 

  70. step 6 - lrate 0.000002, wchange 23240099508778832.00000000, angledelta  6.5 deg
    71. 

  71. Lowering learning rate to 1.44623e-06 and starting again.
    72. 

  72. step 1 - lrate 0.000001, wchange 34.74461248, angledelta  0.0 deg
    73. 

  73. step 2 - lrate 0.000001, wchange 164.02772866, angledelta  0.0 deg
    74. 

  74. step 3 - lrate 0.000001, wchange 2775.11968495, angledelta 58.1 deg
    75. 

  75. step 4 - lrate 0.000001, wchange 46955.41608161, angledelta 58.1 deg
    76. 

  76. step 5 - lrate 0.000001, wchange 794492.66844145, angledelta 58.1 deg
    77. 

  77. step 6 - lrate 0.000001, wchange 13442935.89411414, angledelta 58.1 deg
    78. 

  78. step 7 - lrate 0.000001, wchange 227456505.81477597, angledelta 58.1 deg
    79. 

  79. step 8 - lrate 0.000001, wchange 3848598430.91793156, angledelta 58.1 deg
    80. 

  80. step 9 - lrate 0.000001, wchange 29626950351.09539032, angledelta 58.1 deg
    81. 

  81. step 10 - lrate 0.000001, wchange 139940589925.83517456, angledelta 58.1 deg
    82. 

  82. step 11 - lrate 0.000001, wchange 445808416409.75592041, angledelta 58.1 deg
    83. 

  83. step 12 - lrate 0.000001, wchange 1034219898549.77258301, angledelta 58.1 deg
    84. 

  84. step 13 - lrate 0.000000, wchange 1859070949387.08178711, angledelta 58.1 deg
    85. 

  85. step 14 - lrate 0.000000, wchange 2722513449110.31591797, angledelta 58.1 deg
    86. 

  86. step 15 - lrate 0.000000, wchange 3382116037916.65429688, angledelta 58.1 deg
    87. 

  87. step 16 - lrate 0.000000, wchange 3681988250163.89648438, angledelta 58.1 deg
    88. 

  88. step 17 - lrate 0.000000, wchange 3605901232839.50146484, angledelta 58.1 deg
    89. 

  89. step 18 - lrate 0.000000, wchange 3244213975070.68554688, angledelta 58.1 deg
    90. 

  90. step 19 - lrate 0.000000, wchange 2727059584394.63623047, angledelta 58.1 deg
    91. 

  91. step 20 - lrate 0.000000, wchange 2170924336032.53442383, angledelta 58.1 deg
    92. 

  92. step 21 - lrate 0.000000, wchange 1654511601218.76464844, angledelta 58.1 deg
    93. 

  93. step 22 - lrate 0.000000, wchange 1217711271864.88525391, angledelta 58.1 deg
    94. 

  94. step 23 - lrate 0.000000, wchange 871548517678.13073730, angledelta 58.1 deg
    95. 

  95. step 24 - lrate 0.000000, wchange 610004074749.05615234, angledelta 58.1 deg
    96. 

  96. step 25 - lrate 0.000000, wchange 419378681545.38195801, angledelta 58.1 deg
    97. 

  97. step 26 - lrate 0.000000, wchange 284226261777.62145996, angledelta 58.1 deg
    98. 

  98. step 27 - lrate 0.000000, wchange 190435699468.97869873, angledelta 58.1 deg
    99. 

  99. step 28 - lrate 0.000000, wchange 126430803496.36341858, angledelta 58.1 deg
    100. 

  100. step 29 - lrate 0.000000, wchange 83324608283.76472473, angledelta 58.1 deg
    101. 

  101. step 30 - lrate 0.000000, wchange 54594144891.22786713, angledelta 58.1 deg
    102. 

  102. step 31 - lrate 0.000000, wchange 35602509180.99993896, angledelta 58.1 deg
    103. 

  103. step 32 - lrate 0.000000, wchange 23130468385.48826981, angledelta 58.1 deg
    104. 

  104. step 33 - lrate 0.000000, wchange 14982476627.58801651, angledelta 58.1 deg
    105. 

  105. step 34 - lrate 0.000000, wchange 9681419206.46323776, angledelta 58.1 deg
    106. 

  106. step 35 - lrate 0.000000, wchange 6243949938.61474705, angledelta 58.1 deg
    107. 

  107. step 36 - lrate 0.000000, wchange 4020793271.64715385, angledelta 58.1 deg
    108. 

  108. step 37 - lrate 0.000000, wchange 2586006578.17956305, angledelta 58.1 deg
    109. 

  109. step 38 - lrate 0.000000, wchange 1661574967.44698071, angledelta 58.1 deg
    110. 

  110. step 39 - lrate 0.000000, wchange 1066763622.39052749, angledelta 58.1 deg
    111. 

  111. step 40 - lrate 0.000000, wchange 684451691.28183174, angledelta 58.1 deg
    112. 

  112. step 41 - lrate 0.000000, wchange 685986900.14965296, angledelta 58.1 deg
    113. 

  113. step 42 - lrate 0.000000, wchange 687525541.79855394, angledelta 58.1 deg
    114. 

  114. step 43 - lrate 0.000000, wchange 689067655.22387481, angledelta 58.1 deg
    115. 

  115. step 44 - lrate 0.000000, wchange 690613198.31881297, angledelta 58.1 deg
    116. 

  116. step 45 - lrate 0.000000, wchange 692162218.22551620, angledelta 58.1 deg
    117. 

  117. step 46 - lrate 0.000000, wchange 693714720.64701676, angledelta 58.1 deg
    118. 

  118. step 47 - lrate 0.000000, wchange 695270693.35688698, angledelta 58.1 deg
    119. 

  119. step 48 - lrate 0.000000, wchange 696830161.54750836, angledelta 58.1 deg
    120. 

  120. step 49 - lrate 0.000000, wchange 698393119.49724019, angledelta 58.1 deg
    121. 

  121. step 50 - lrate 0.000000, wchange 699959587.56689250, angledelta 58.1 deg
    122. 

  122. step 51 - lrate 0.000000, wchange 701529573.44575799, angledelta 58.1 deg
    123. 

  123. step 52 - lrate 0.000000, wchange 703103066.42856073, angledelta 58.1 deg
    124. 

  124. step 53 - lrate 0.000000, wchange 704680098.69740558, angledelta 58.1 deg
    125. 

  125. step 54 - lrate 0.000000, wchange 706260658.93522596, angledelta 58.1 deg
    126. 

  126. step 55 - lrate 0.000000, wchange 707844765.33615470, angledelta 58.1 deg
    127. 

  127. step 56 - lrate 0.000000, wchange 709432425.10324073, angledelta 58.1 deg
    128. 

  128. step 57 - lrate 0.000000, wchange 711023645.74244308, angledelta 58.1 deg
    129. 

  129. step 58 - lrate 0.000000, wchange 712618439.49252152, angledelta 58.1 deg
    130. 

  130. step 59 - lrate 0.000000, wchange 714216801.67049360, angledelta 58.1 deg
    131. 

  131. step 60 - lrate 0.000000, wchange 715818753.49299741, angledelta 58.1 deg
    132. 

  132. step 61 - lrate 0.000000, wchange 717424286.77915764, angledelta 58.1 deg
    133. 

  133. step 62 - lrate 0.000000, wchange 719033432.25918043, angledelta 58.1 deg
    134. 

  134. step 63 - lrate 0.000000, wchange 720646176.34263730, angledelta 58.1 deg
    135. 

  135. step 64 - lrate 0.000000, wchange 722262539.42570233, angledelta 58.1 deg
    136. 

  136. step 65 - lrate 0.000000, wchange 723882529.39098608, angledelta 58.1 deg
    137. 

  137. step 66 - lrate 0.000000, wchange 725506153.49780488, angledelta 58.1 deg
    138. 

  138. step 67 - lrate 0.000000, wchange 727133417.41586769, angledelta 58.1 deg
    139. 

  139. step 68 - lrate 0.000000, wchange 728764326.27228975, angledelta 58.1 deg
    140. 

  140. step 69 - lrate 0.000000, wchange 730398894.67737234, angledelta 58.1 deg
    141. 

  141. step 70 - lrate 0.000000, wchange 732037135.04137778, angledelta 58.1 deg
    142. 

  142. step 71 - lrate 0.000000, wchange 733679034.50536299, angledelta 58.1 deg
    143. 

  143. step 72 - lrate 0.000000, wchange 735324623.44649065, angledelta 58.1 deg
    144. 

  144. step 73 - lrate 0.000000, wchange 736973900.29847836, angledelta 58.1 deg
    145. 

  145. step 74 - lrate 0.000000, wchange 738626882.44489384, angledelta 58.1 deg
    146. 

  146. step 75 - lrate 0.000000, wchange 740283559.18049240, angledelta 58.1 deg
    147. 

  147. step 76 - lrate 0.000000, wchange 741943957.35796130, angledelta 58.1 deg
    148. 

  148. step 77 - lrate 0.000000, wchange 743608078.87138414, angledelta 58.1 deg
    149. 

  149. step 78 - lrate 0.000000, wchange 745275930.69966888, angledelta 58.1 deg
    150. 

  150. step 79 - lrate 0.000000, wchange 746947525.83629751, angledelta 58.1 deg
    151. 

  151. step 80 - lrate 0.000000, wchange 748622862.54925048, angledelta 58.1 deg
    152. 

  152. step 81 - lrate 0.000000, wchange 750301952.16806400, angledelta 58.1 deg
    153. 

  153. step 82 - lrate 0.000000, wchange 751984822.12351215, angledelta 58.1 deg
    154. 

  154. step 83 - lrate 0.000000, wchange 753671449.85197008, angledelta 58.1 deg
    155. 

  155. step 84 - lrate 0.000000, wchange 755361866.58186066, angledelta 58.1 deg
    156. 

  156. step 85 - lrate 0.000000, wchange 757056073.59293342, angledelta 58.1 deg
    157. 

  157. step 86 - lrate 0.000000, wchange 758754074.64045954, angledelta 58.1 deg
    158. 

  158. step 87 - lrate 0.000000, wchange 760455887.10935628, angledelta 58.1 deg
    159. 

  159. step 88 - lrate 0.000000, wchange 762161516.05712354, angledelta 58.1 deg
    160. 

  160. step 89 - lrate 0.000000, wchange 763870970.42190731, angledelta 58.1 deg
    161. 

  161. step 90 - lrate 0.000000, wchange 765584254.94217193, angledelta 58.1 deg
    162. 

  162. step 91 - lrate 0.000000, wchange 767301391.14121258, angledelta 58.1 deg
    163. 

  163. step 92 - lrate 0.000000, wchange 769022351.94422591, angledelta 58.1 deg
    164. 

  164. step 93 - lrate 0.000000, wchange 770747192.21310735, angledelta 58.1 deg
    165. 

  165. step 94 - lrate 0.000000, wchange 772475894.92964375, angledelta 58.1 deg
    166. 

  166. step 95 - lrate 0.000000, wchange 774208474.04767954, angledelta 58.1 deg
    167. 

  167. step 96 - lrate 0.000000, wchange 775944938.37735271, angledelta 58.1 deg
    168. 

  168. step 97 - lrate 0.000000, wchange 777685296.62989032, angledelta 58.1 deg
    169. 

  169. step 98 - lrate 0.000000, wchange 779429551.45993888, angledelta 58.1 deg
    170. 

  170. step 99 - lrate 0.000000, wchange 781177726.75039327, angledelta 58.1 deg
    171. 

  171. step 100 - lrate 0.000000, wchange 782929815.29546988, angledelta 58.1 deg
    172. 

  172. step 101 - lrate 0.000000, wchange 784685831.57847047, angledelta 58.1 deg
    173. 

  173. step 102 - lrate 0.000000, wchange 786445792.63690388, angledelta 58.1 deg
    174. 

  174. step 103 - lrate 0.000000, wchange 788209693.08482969, angledelta 58.1 deg
    175. 

  175. step 104 - lrate 0.000000, wchange 789977557.27734792, angledelta 58.1 deg
    176. 

  176. step 105 - lrate 0.000000, wchange 791749372.58874083, angledelta 58.1 deg
    177. 

  177. step 106 - lrate 0.000000, wchange 793525168.47613931, angledelta 58.1 deg
    178. 

  178. step 107 - lrate 0.000000, wchange 795304938.37318814, angledelta 58.1 deg
    179. 

  179. step 108 - lrate 0.000000, wchange 797088705.74719691, angledelta 58.1 deg
    180. 

  180. step 109 - lrate 0.000000, wchange 798876474.92862976, angledelta 58.1 deg
    181. 

  181. step 110 - lrate 0.000000, wchange 800668242.24658990, angledelta 58.1 deg
    182. 

  182. step 111 - lrate 0.000000, wchange 802464036.30791724, angledelta 58.1 deg
    183. 

  183. step 112 - lrate 0.000000, wchange 804263850.77145612, angledelta 58.1 deg
    184. 

  184. step 113 - lrate 0.000000, wchange 806067703.00961542, angledelta 58.1 deg
    185. 

  185. step 114 - lrate 0.000000, wchange 807875601.77871728, angledelta 58.1 deg
    186. 

  186. step 115 - lrate 0.000000, wchange 809687556.62414300, angledelta 58.1 deg
    187. 

  187. step 116 - lrate 0.000000, wchange 811503566.38834918, angledelta 58.1 deg
    188. 

  188. step 117 - lrate 0.000000, wchange 813323645.87448561, angledelta 58.1 deg
    189. 

  189. step 118 - lrate 0.000000, wchange 815147824.05103552, angledelta 58.1 deg
    190. 

  190. step 119 - lrate 0.000000, wchange 816976072.63404918, angledelta 58.1 deg
    191. 

  191. step 120 - lrate 0.000000, wchange 818808430.11031127, angledelta 58.1 deg
    192. 

  192. step 121 - lrate 0.000000, wchange 820644901.25572765, angledelta 58.1 deg
    193. 

  193. step 122 - lrate 0.000000, wchange 822485470.08793569, angledelta 58.1 deg
    194. 

  194. step 123 - lrate 0.000000, wchange 824330185.99535441, angledelta 58.1 deg
    195. 

  195. step 124 - lrate 0.000000, wchange 826179018.44907022, angledelta 58.1 deg
    196. 

  196. step 125 - lrate 0.000000, wchange 828032011.17921853, angledelta 58.1 deg
    197. 

  197. step 126 - lrate 0.000000, wchange 829889158.46593678, angledelta 58.1 deg
    198. 

  198. step 127 - lrate 0.000000, wchange 831750464.53410113, angledelta 58.1 deg
    199. 

  199. step 128 - lrate 0.000000, wchange 833615943.33962369, angledelta 58.1 deg
    200. 

  200. step 129 - lrate 0.000000, wchange 835485607.39992285, angledelta 58.1 deg
    201. 

  201. step 130 - lrate 0.000000, wchange 837359467.69258714, angledelta 58.1 deg
    202. 

  202. step 131 - lrate 0.000000, wchange 839237519.36452925, angledelta 58.1 deg
    203. 

  203. step 132 - lrate 0.000000, wchange 841119780.14983547, angledelta 58.1 deg
    204. 

  204. step 133 - lrate 0.000000, wchange 843006264.02457166, angledelta 58.1 deg
    205. 

  205. step 134 - lrate 0.000000, wchange 844896987.86506748, angledelta 58.1 deg
    206. 

  206. step 135 - lrate 0.000000, wchange 846791944.88740790, angledelta 58.1 deg
    207. 

  207. step 136 - lrate 0.000000, wchange 848691151.95665860, angledelta 58.1 deg
    208. 

  208. step 137 - lrate 0.000000, wchange 850594612.12184572, angledelta 58.1 deg
    209. 

  209. step 138 - lrate 0.000000, wchange 852502338.69264138, angledelta 58.1 deg
    210. 

  210. step 139 - lrate 0.000000, wchange 854414354.19620490, angledelta 58.1 deg
    211. 

  211. step 140 - lrate 0.000000, wchange 856330648.61736965, angledelta 58.1 deg
    212. 

  212. step 141 - lrate 0.000000, wchange 858251230.13693571, angledelta 58.1 deg
    213. 

  213. step 142 - lrate 0.000000, wchange 860176129.34442914, angledelta 58.1 deg
    214. 

  214. step 143 - lrate 0.000000, wchange 862105336.72309649, angledelta 58.1 deg
    215. 

  215. step 144 - lrate 0.000000, wchange 864038887.31303704, angledelta 58.1 deg
    216. 

  216. step 145 - lrate 0.000000, wchange 865976755.81389618, angledelta 58.1 deg
    217. 

  217. step 146 - lrate 0.000000, wchange 867918966.09998798, angledelta 58.1 deg
    218. 

  218. step 147 - lrate 0.000000, wchange 869865537.65643859, angledelta 58.1 deg
    219. 

  219. step 148 - lrate 0.000000, wchange 871816471.26929033, angledelta 58.1 deg
    220. 

  220. step 149 - lrate 0.000000, wchange 873771788.47702265, angledelta 58.1 deg
    221. 

  221. step 150 - lrate 0.000000, wchange 875731478.28037012, angledelta 58.1 deg
    222. 

  222. step 151 - lrate 0.000000, wchange 877695564.77081025, angledelta 58.1 deg
    223. 

  223. step 152 - lrate 0.000000, wchange 879664052.93843377, angledelta 58.1 deg
    224. 

  224. step 153 - lrate 0.000000, wchange 881636962.32185614, angledelta 58.1 deg
    225. 

  225. step 154 - lrate 0.000000, wchange 883614284.86475933, angledelta 58.1 deg
    226. 

  226. step 155 - lrate 0.000000, wchange 885596060.06640208, angledelta 58.1 deg
    227. 

  227. step 156 - lrate 0.000000, wchange 887582247.77339494, angledelta 58.1 deg
    228. 

  228. step 157 - lrate 0.000000, wchange 889572906.35522461, angledelta 58.1 deg
    229. 

  229. step 158 - lrate 0.000000, wchange 891568031.23433959, angledelta 58.1 deg
    230. 

  230. step 159 - lrate 0.000000, wchange 893567622.49367356, angledelta 58.1 deg
    231. 

  231. step 160 - lrate 0.000000, wchange 895571693.41354334, angledelta 58.1 deg
    232. 

  232. step 161 - lrate 0.000000, wchange 897580261.92876601, angledelta 58.1 deg
    233. 

  233. step 162 - lrate 0.000000, wchange 899593339.62083781, angledelta 58.1 deg
    234. 

  234. step 163 - lrate 0.000000, wchange 901610923.01884270, angledelta 58.1 deg
    235. 

  235. step 164 - lrate 0.000000, wchange 903633032.72548151, angledelta 58.1 deg
    236. 

  236. step 165 - lrate 0.000000, wchange 905659666.35484517, angledelta 58.1 deg
    237. 

  237. step 166 - lrate 0.000000, wchange 907690855.82222974, angledelta 58.1 deg
    238. 

  238. step 167 - lrate 0.000000, wchange 909726593.69604719, angledelta 58.1 deg
    239. 

  239. step 168 - lrate 0.000000, wchange 911766897.57008970, angledelta 58.1 deg
    240. 

  240. step 169 - lrate 0.000000, wchange 913811776.37673044, angledelta 58.1 deg
    241. 

  241. step 170 - lrate 0.000000, wchange 915861233.13411224, angledelta 58.1 deg
    242. 

  242. step 171 - lrate 0.000000, wchange 917915297.27524185, angledelta 58.1 deg
    243. 

  243. step 172 - lrate 0.000000, wchange 919973960.02686393, angledelta 58.1 deg
    244. 

  244. step 173 - lrate 0.000000, wchange 922037230.34402263, angledelta 58.1 deg
    245. 

  245. step 174 - lrate 0.000000, wchange 924105141.89422345, angledelta 58.1 deg
    246. 

  246. step 175 - lrate 0.000000, wchange 926177676.94025290, angledelta 58.1 deg
    247. 

  247. step 176 - lrate 0.000000, wchange 928254861.81966245, angledelta 58.1 deg
    248. 

  248. step 177 - lrate 0.000000, wchange 930336703.81689036, angledelta 58.1 deg
    249. 

  249. step 178 - lrate 0.000000, wchange 932423214.84629929, angledelta 58.1 deg
    250. 

  250. step 179 - lrate 0.000000, wchange 934514397.32558644, angledelta 58.1 deg
    251. 

  251. step 180 - lrate 0.000000, wchange 936610275.41330314, angledelta 58.1 deg
    252. 

  252. step 181 - lrate 0.000000, wchange 938710853.14050961, angledelta 58.1 deg
    253. 

  253. step 182 - lrate 0.000000, wchange 940816134.04254353, angledelta 58.1 deg
    254. 

  254. step 183 - lrate 0.000000, wchange 942926134.04160142, angledelta 58.1 deg
    255. 

  255. step 184 - lrate 0.000000, wchange 945040876.43952858, angledelta 58.1 deg
    256. 

  256. step 185 - lrate 0.000000, wchange 947160347.83514369, angledelta 58.1 deg
    257. 

  257. step 186 - lrate 0.000000, wchange 949284563.78901434, angledelta 58.1 deg
    258. 

  258. step 187 - lrate 0.000000, wchange 951413553.82028651, angledelta 58.1 deg
    259. 

  259. step 188 - lrate 0.000000, wchange 953547319.80846596, angledelta 58.1 deg
    260. 

  260. step 189 - lrate 0.000000, wchange 955685862.33220673, angledelta 58.1 deg
    261. 

  261. step 190 - lrate 0.000000, wchange 957829200.29456866, angledelta 58.1 deg
    262. 

  262. step 191 - lrate 0.000000, wchange 959977353.26060367, angledelta 58.1 deg
    263. 

  263. step 192 - lrate 0.000000, wchange 962130311.63053370, angledelta 58.1 deg
    264. 

  264. step 193 - lrate 0.000000, wchange 964288091.02611637, angledelta 58.1 deg
    265. 

  265. step 194 - lrate 0.000000, wchange 966450714.77403963, angledelta 58.1 deg
    266. 

  266. step 195 - lrate 0.000000, wchange 968618193.50218797, angledelta 58.1 deg
    267. 

  267. step 196 - lrate 0.000000, wchange 970790515.90321624, angledelta 58.1 deg
    268. 

  268. step 197 - lrate 0.000000, wchange 972967727.36458123, angledelta 58.1 deg
    269. 

  269. step 198 - lrate 0.000000, wchange 975149795.82699919, angledelta 58.1 deg
    270. 

  270. step 199 - lrate 0.000000, wchange 977336778.35099542, angledelta 58.1 deg
    271. 

  271. step 200 - lrate 0.000000, wchange 979528653.60192621, angledelta 58.1 deg
    272. 

  272. step 201 - lrate 0.000000, wchange 981725454.86750245, angledelta 58.1 deg
    273. 

  273. step 202 - lrate 0.000000, wchange 983927153.11883032, angledelta 58.1 deg
    274. 

  274. step 203 - lrate 0.000000, wchange 986133813.38686347, angledelta 58.1 deg
    275. 

  275. step 204 - lrate 0.000000, wchange 988345400.71949422, angledelta 58.1 deg
    276. 

  276. step 205 - lrate 0.000000, wchange 990561956.94564688, angledelta 58.1 deg
    277. 

  277. step 206 - lrate 0.000000, wchange 992783484.12405598, angledelta 58.1 deg
    278. 

  278. step 207 - lrate 0.000000, wchange 995009988.51512194, angledelta 58.1 deg
    279. 

  279. step 208 - lrate 0.000000, wchange 997241489.37605882, angledelta 58.1 deg
    280. 

  280. step 209 - lrate 0.000000, wchange 999477984.91277528, angledelta 58.1 deg
    281. 

  281. step 210 - lrate 0.000000, wchange 1001719496.47826242, angledelta 58.1 deg
    282. 

  282. step 211 - lrate 0.000000, wchange 642394339.96611989, angledelta 58.1 deg
    283. 

  283. step 212 - lrate 0.000000, wchange 643546618.72033024, angledelta 58.1 deg
    284. 

  284. step 213 - lrate 0.000000, wchange 644700969.99813700, angledelta 58.1 deg
    285. 

  285. step 214 - lrate 0.000000, wchange 645857395.26733768, angledelta 58.1 deg
    286. 

  286. step 215 - lrate 0.000000, wchange 647015897.02352977, angledelta 58.1 deg
    287. 

  287. step 216 - lrate 0.000000, wchange 648176476.92860770, angledelta 58.1 deg
    288. 

  288. step 217 - lrate 0.000000, wchange 649339132.17935205, angledelta 58.1 deg
    289. 

  289. step 218 - lrate 0.000000, wchange 650503868.74186659, angledelta 58.1 deg
    290. 

  290. step 219 - lrate 0.000000, wchange 651670693.37028742, angledelta 58.1 deg
    291. 

  291. step 220 - lrate 0.000000, wchange 652839614.06675363, angledelta 58.1 deg
    292. 

  292. step 221 - lrate 0.000000, wchange 654010633.86737931, angledelta 58.1 deg
    293. 

  293. step 222 - lrate 0.000000, wchange 655183755.96092033, angledelta 58.1 deg
    294. 

  294. step 223 - lrate 0.000000, wchange 656358975.20760739, angledelta 58.1 deg
    295. 

  295. step 224 - lrate 0.000000, wchange 657536301.70739758, angledelta 58.1 deg
    296. 

  296. step 225 - lrate 0.000000, wchange 658715747.55089080, angledelta 58.1 deg
    297. 

  297. step 226 - lrate 0.000000, wchange 659897294.06479990, angledelta 58.1 deg
    298. 

  298. step 227 - lrate 0.000000, wchange 661080982.55532694, angledelta 58.1 deg
    299. 

  299. step 228 - lrate 0.000000, wchange 662266764.03256881, angledelta 58.1 deg
    300. 

  300. step 229 - lrate 0.000000, wchange 663454679.60037625, angledelta 58.1 deg
    301. 

  301. step 230 - lrate 0.000000, wchange 664644728.75569999, angledelta 58.1 deg
    302. 

  302. step 231 - lrate 0.000000, wchange 665836914.72994494, angledelta 58.1 deg
    303. 

  303. step 232 - lrate 0.000000, wchange 667031241.90469110, angledelta 58.1 deg
    304. 

  304. step 233 - lrate 0.000000, wchange 668227713.00362015, angledelta 58.1 deg
    305. 

  305. step 234 - lrate 0.000000, wchange 669426310.27431917, angledelta 58.1 deg
    306. 

  306. step 235 - lrate 0.000000, wchange 670627067.41874349, angledelta 58.1 deg
    307. 

  307. step 236 - lrate 0.000000, wchange 671829970.49759245, angledelta 58.1 deg
    308. 

  308. step 237 - lrate 0.000000, wchange 673035036.88050675, angledelta 58.1 deg
    309. 

  309. step 238 - lrate 0.000000, wchange 674242268.10265315, angledelta 58.1 deg
    310. 

  310. step 239 - lrate 0.000000, wchange 675451666.97961724, angledelta 58.1 deg
    311. 

  311. step 240 - lrate 0.000000, wchange 676663232.78287065, angledelta 58.1 deg
    312. 

  312. step 241 - lrate 0.000000, wchange 677876953.45267224, angledelta 58.1 deg
    313. 

  313. step 242 - lrate 0.000000, wchange 679092867.05242169, angledelta 58.1 deg
    314. 

  314. step 243 - lrate 0.000000, wchange 680310949.83502853, angledelta 58.1 deg
    315. 

  315. step 244 - lrate 0.000000, wchange 681531218.85119116, angledelta 58.1 deg
    316. 

  316. step 245 - lrate 0.000000, wchange 682753678.85105729, angledelta 58.1 deg
    317. 

  317. step 246 - lrate 0.000000, wchange 683978335.79067731, angledelta 58.1 deg
    318. 

  318. step 247 - lrate 0.000000, wchange 685205195.14054573, angledelta 58.1 deg
    319. 

  319. step 248 - lrate 0.000000, wchange 686434235.60902178, angledelta 58.1 deg
    320. 

  320. step 249 - lrate 0.000000, wchange 687665484.49615598, angledelta 58.1 deg
    321. 

  321. step 250 - lrate 0.000000, wchange 688898935.97907364, angledelta 58.1 deg
    322. 

  322. step 251 - lrate 0.000000, wchange 690134611.35285807, angledelta 58.1 deg
    323. 

  323. step 252 - lrate 0.000000, wchange 691372509.42084134, angledelta 58.1 deg
    324. 

  324. step 253 - lrate 0.000000, wchange 692612601.56899083, angledelta 58.1 deg
    325. 

  325. step 254 - lrate 0.000000, wchange 693854923.62724149, angledelta 58.1 deg
    326. 

  326. step 255 - lrate 0.000000, wchange 695099491.25281775, angledelta 58.1 deg
    327. 

  327. step 256 - lrate 0.000000, wchange 696346270.47652555, angledelta 58.1 deg
    328. 

  328. step 257 - lrate 0.000000, wchange 697595299.71752894, angledelta 58.1 deg
    329. 

  329. step 258 - lrate 0.000000, wchange 698846557.83754325, angledelta 58.1 deg
    330. 

  330. step 259 - lrate 0.000000, wchange 700100059.59774363, angledelta 58.1 deg
    331. 

  331. step 260 - lrate 0.000000, wchange 701355817.97524297, angledelta 58.1 deg
    332. 

  332. step 261 - lrate 0.000000, wchange 702613819.22383094, angledelta 58.1 deg
    333. 

  333. step 262 - lrate 0.000000, wchange 703874077.25567102, angledelta 58.1 deg
    334. 

  334. step 263 - lrate 0.000000, wchange 705136592.38907981, angledelta 58.1 deg
    335. 

  335. step 264 - lrate 0.000000, wchange 706401374.77293086, angledelta 58.1 deg
    336. 

  336. step 265 - lrate 0.000000, wchange 707668428.60979605, angledelta 58.1 deg
    337. 

  337. step 266 - lrate 0.000000, wchange 708937759.77494538, angledelta 58.1 deg
    338. 

  338. step 267 - lrate 0.000000, wchange 710209348.17368162, angledelta 58.1 deg
    339. 

  339. step 268 - lrate 0.000000, wchange 711483224.32195890, angledelta 58.1 deg
    340. 

  340. step 269 - lrate 0.000000, wchange 712759390.69162941, angledelta 58.1 deg
    341. 

  341. step 270 - lrate 0.000000, wchange 714037851.76883304, angledelta 58.1 deg
    342. 

  342. step 271 - lrate 0.000000, wchange 715318570.67722595, angledelta 58.1 deg
    343. 

  343. step 272 - lrate 0.000000, wchange 716601606.25656021, angledelta 58.1 deg
    344. 

  344. step 273 - lrate 0.000000, wchange 717886954.22779739, angledelta 58.1 deg
    345. 

  345. step 274 - lrate 0.000000, wchange 719174599.13995540, angledelta 58.1 deg
    346. 

  346. step 275 - lrate 0.000000, wchange 720464540.40537727, angledelta 58.1 deg
    347. 

  347. step 276 - lrate 0.000000, wchange 721756807.80154169, angledelta 58.1 deg
    348. 

  348. step 277 - lrate 0.000000, wchange 723051377.28667998, angledelta 58.1 deg
    349. 

  349. step 278 - lrate 0.000000, wchange 724348284.80582416, angledelta 58.1 deg
    350. 

  350. step 279 - lrate 0.000000, wchange 725647506.83661485, angledelta 58.1 deg
    351. 

  351. step 280 - lrate 0.000000, wchange 726949057.94445240, angledelta 58.1 deg
    352. 

  352. step 281 - lrate 0.000000, wchange 728252954.46432614, angledelta 58.1 deg
    353. 

  353. step 282 - lrate 0.000000, wchange 729559180.43775272, angledelta 58.1 deg
    354. 

  354. step 283 - lrate 0.000000, wchange 730867746.23329186, angledelta 58.1 deg
    355. 

  355. step 284 - lrate 0.000000, wchange 732178656.72538173, angledelta 58.1 deg
    356. 

  356. step 285 - lrate 0.000000, wchange 733491921.48109531, angledelta 58.1 deg
    357. 

  357. step 286 - lrate 0.000000, wchange 734807541.32999682, angledelta 58.1 deg
    358. 

  358. step 287 - lrate 0.000000, wchange 736125524.20044482, angledelta 58.1 deg
    359. 

  359. step 288 - lrate 0.000000, wchange 737445862.40982187, angledelta 58.1 deg
    360. 

  360. step 289 - lrate 0.000000, wchange 738768564.79404664, angledelta 58.1 deg
    361. 

  361. step 290 - lrate 0.000000, wchange 740093651.61651278, angledelta 58.1 deg
    362. 

  362. step 291 - lrate 0.000000, wchange 741421122.41476262, angledelta 58.1 deg
    363. 

  363. step 292 - lrate 0.000000, wchange 742750937.50526643, angledelta 58.1 deg
    364. 

  364. step 293 - lrate 0.000000, wchange 744083150.27950239, angledelta 58.1 deg
    365. 

  365. step 294 - lrate 0.000000, wchange 745417752.60438359, angledelta 58.1 deg
    366. 

  366. step 295 - lrate 0.000000, wchange 746754759.22853267, angledelta 58.1 deg
    367. 

  367. step 296 - lrate 0.000000, wchange 748094146.60330486, angledelta 58.1 deg
    368. 

  368. step 297 - lrate 0.000000, wchange 749435954.27970111, angledelta 58.1 deg
    369. 

  369. step 298 - lrate 0.000000, wchange 750780153.43698168, angledelta 58.1 deg
    370. 

  370. step 299 - lrate 0.000000, wchange 752126761.43282211, angledelta 58.1 deg
    371. 

  371. step 300 - lrate 0.000000, wchange 753475795.82687151, angledelta 58.1 deg
    372. 

  372. step 301 - lrate 0.000000, wchange 754827233.94083893, angledelta 58.1 deg
    373. 

  373. step 302 - lrate 0.000000, wchange 756181107.03011477, angledelta 58.1 deg
    374. 

  374. step 303 - lrate 0.000000, wchange 757537403.30870795, angledelta 58.1 deg
    375. 

  375. step 304 - lrate 0.000000, wchange 758896122.21891916, angledelta 58.1 deg
    376. 

  376. step 305 - lrate 0.000000, wchange 760257288.82134116, angledelta 58.1 deg
    377. 

  377. step 306 - lrate 0.000000, wchange 761620898.66561091, angledelta 58.1 deg
    378. 

  378. step 307 - lrate 0.000000, wchange 762986938.18089259, angledelta 58.1 deg
    379. 

  379. step 308 - lrate 0.000000, wchange 764355435.04292190, angledelta 58.1 deg
    380. 

  380. step 309 - lrate 0.000000, wchange 765726385.50934708, angledelta 58.1 deg
    381. 

  381. step 310 - lrate 0.000000, wchange 767099794.01690710, angledelta 58.1 deg
    382. 

  382. step 311 - lrate 0.000000, wchange 768475657.05844045, angledelta 58.1 deg
    383. 

  383. step 312 - lrate 0.000000, wchange 769853999.51067913, angledelta 58.1 deg
    384. 

  384. step 313 - lrate 0.000000, wchange 771234801.61751139, angledelta 58.1 deg
    385. 

  385. step 314 - lrate 0.000000, wchange 772618084.74753571, angledelta 58.1 deg
    386. 

  386. step 315 - lrate 0.000000, wchange 774003850.73523581, angledelta 58.1 deg
    387. 

  387. step 316 - lrate 0.000000, wchange 775392102.47761428, angledelta 58.1 deg
    388. 

  388. step 317 - lrate 0.000000, wchange 776782826.18660283, angledelta 58.1 deg
    389. 

  389. step 318 - lrate 0.000000, wchange 778176056.31135595, angledelta 58.1 deg
    390. 

  390. step 319 - lrate 0.000000, wchange 779571790.81796932, angledelta 58.1 deg
    391. 

  391. step 320 - lrate 0.000000, wchange 780970007.08714819, angledelta 58.1 deg
    392. 

  392. step 321 - lrate 0.000000, wchange 782370747.97431982, angledelta 58.1 deg
    393. 

  393. step 322 - lrate 0.000000, wchange 783773992.82460165, angledelta 58.1 deg
    394. 

  394. step 323 - lrate 0.000000, wchange 785179751.83342755, angledelta 58.1 deg
    395. 

  395. step 324 - lrate 0.000000, wchange 786588033.64141786, angledelta 58.1 deg
    396. 

  396. step 325 - lrate 0.000000, wchange 787998836.75335491, angledelta 58.1 deg
    397. 

  397. step 326 - lrate 0.000000, wchange 789412186.32184505, angledelta 58.1 deg
    398. 

  398. step 327 - lrate 0.000000, wchange 790828044.79336250, angledelta 58.1 deg
    399. 

  399. step 328 - lrate 0.000000, wchange 792246452.31296527, angledelta 58.1 deg
    400. 

  400. step 329 - lrate 0.000000, wchange 793667395.81997979, angledelta 58.1 deg
    401. 

  401. step 330 - lrate 0.000000, wchange 795090903.91292214, angledelta 58.1 deg
    402. 

  402. step 331 - lrate 0.000000, wchange 796516952.67718148, angledelta 58.1 deg
    403. 

  403. step 332 - lrate 0.000000, wchange 797945548.49341023, angledelta 58.1 deg
    404. 

  404. step 333 - lrate 0.000000, wchange 799376733.21354949, angledelta 58.1 deg
    405. 

  405. step 334 - lrate 0.000000, wchange 800810455.98585904, angledelta 58.1 deg
    406. 

  406. step 335 - lrate 0.000000, wchange 802246760.14205480, angledelta 58.1 deg
    407. 

  407. step 336 - lrate 0.000000, wchange 803685636.93933725, angledelta 58.1 deg
    408. 

  408. step 337 - lrate 0.000000, wchange 805127084.98656118, angledelta 58.1 deg
    409. 

  409. step 338 - lrate 0.000000, wchange 806571126.49832499, angledelta 58.1 deg
    410. 

  410. step 339 - lrate 0.000000, wchange 808017760.26372218, angledelta 58.1 deg
    411. 

  411. step 340 - lrate 0.000000, wchange 809466972.43730557, angledelta 58.1 deg
    412. 

  412. step 341 - lrate 0.000000, wchange 810918803.59170163, angledelta 58.1 deg
    413. 

  413. step 342 - lrate 0.000000, wchange 812373222.00941360, angledelta 58.1 deg
    414. 

  414. step 343 - lrate 0.000000, wchange 813830255.90162075, angledelta 58.1 deg
    415. 

  415. step 344 - lrate 0.000000, wchange 815289889.45633447, angledelta 58.1 deg
    416. 

  416. step 345 - lrate 0.000000, wchange 816752153.22185421, angledelta 58.1 deg
    417. 

  417. step 346 - lrate 0.000000, wchange 818217022.51133978, angledelta 58.1 deg
    418. 

  418. step 347 - lrate 0.000000, wchange 819684540.57952011, angledelta 58.1 deg
    419. 

  419. step 348 - lrate 0.000000, wchange 821154670.99708819, angledelta 58.1 deg
    420. 

  420. step 349 - lrate 0.000000, wchange 822627449.90118647, angledelta 58.1 deg
    421. 

  421. step 350 - lrate 0.000000, wchange 824102843.75576532, angledelta 58.1 deg
    422. 

  422. step 351 - lrate 0.000000, wchange 825580904.34064305, angledelta 58.1 deg
    423. 

  423. step 352 - lrate 0.000000, wchange 827061611.19015491, angledelta 58.1 deg
    424. 

  424. step 353 - lrate 0.000000, wchange 828544974.02102017, angledelta 58.1 deg
    425. 

  425. step 354 - lrate 0.000000, wchange 830030990.01871490, angledelta 58.1 deg
    426. 

  426. step 355 - lrate 0.000000, wchange 831519678.93092287, angledelta 58.1 deg
    427. 

  427. step 356 - lrate 0.000000, wchange 833011023.68086338, angledelta 58.1 deg
    428. 

  428. step 357 - lrate 0.000000, wchange 834505050.43488622, angledelta 58.1 deg
    429. 

  429. step 358 - lrate 0.000000, wchange 836001751.79460716, angledelta 58.1 deg
    430. 

  430. step 359 - lrate 0.000000, wchange 837501144.12729740, angledelta 58.1 deg
    431. 

  431. step 360 - lrate 0.000000, wchange 839003208.74130654, angledelta 58.1 deg
    432. 

  432. step 361 - lrate 0.000000, wchange 840508019.70293176, angledelta 58.1 deg
    433. 

  433. step 362 - lrate 0.000000, wchange 842015437.82660794, angledelta 58.1 deg
    434. 

  434. step 363 - lrate 0.000000, wchange 843525613.51240313, angledelta 58.1 deg
    435. 

  435. step 364 - lrate 0.000000, wchange 845038488.54637611, angledelta 58.1 deg
    436. 

  436. step 365 - lrate 0.000000, wchange 846554070.35636461, angledelta 58.1 deg
    437. 

  437. step 366 - lrate 0.000000, wchange 848072368.29320312, angledelta 58.1 deg
    438. 

  438. step 367 - lrate 0.000000, wchange 849593393.91421926, angledelta 58.1 deg
    439. 

  439. step 368 - lrate 0.000000, wchange 851117138.05567050, angledelta 58.1 deg
    440. 

  440. step 369 - lrate 0.000000, wchange 852643621.80090046, angledelta 58.1 deg
    441. 

  441. step 370 - lrate 0.000000, wchange 854172838.38115036, angledelta 58.1 deg
    442. 

  442. step 371 - lrate 0.000000, wchange 855704797.90945470, angledelta 58.1 deg
    443. 

  443. step 372 - lrate 0.000000, wchange 857239510.25051177, angledelta 58.1 deg
    444. 

  444. step 373 - lrate 0.000000, wchange 858776960.91137135, angledelta 58.1 deg
    445. 

  445. step 374 - lrate 0.000000, wchange 860317172.80163515, angledelta 58.1 deg
    446. 

  446. step 375 - lrate 0.000000, wchange 861860141.81923294, angledelta 58.1 deg
    447. 

  447. step 376 - lrate 0.000000, wchange 863405893.35902548, angledelta 58.1 deg
    448. 

  448. step 377 - lrate 0.000000, wchange 864954400.16715693, angledelta 58.1 deg
    449. 

  449. step 378 - lrate 0.000000, wchange 866505706.22802627, angledelta 58.1 deg
    450. 

  450. step 379 - lrate 0.000000, wchange 868059736.10518813, angledelta 58.1 deg
    451. 

  451. step 380 - lrate 0.000000, wchange 869616601.64507949, angledelta 58.1 deg
    452. 

  452. step 381 - lrate 0.000000, wchange 871176235.96243250, angledelta 58.1 deg
    453. 

  453. step 382 - lrate 0.000000, wchange 872738671.51057982, angledelta 58.1 deg
    454. 

  454. step 383 - lrate 0.000000, wchange 874303914.50171530, angledelta 58.1 deg
    455. 

  455. step 384 - lrate 0.000000, wchange 875871945.26564920, angledelta 58.1 deg
    456. 

  456. step 385 - lrate 0.000000, wchange 877442799.70408463, angledelta 58.1 deg
    457. 

  457. step 386 - lrate 0.000000, wchange 879016480.45860922, angledelta 58.1 deg
    458. 

  458. step 387 - lrate 0.000000, wchange 880592974.85372496, angledelta 58.1 deg
    459. 

  459. step 388 - lrate 0.000000, wchange 882172278.92000425, angledelta 58.1 deg
    460. 

  460. step 389 - lrate 0.000000, wchange 883754451.24795413, angledelta 58.1 deg
    461. 

  461. step 390 - lrate 0.000000, wchange 885339436.41792941, angledelta 58.1 deg
    462. 

  462. step 391 - lrate 0.000000, wchange 886927235.72270143, angledelta 58.1 deg
    463. 

  463. step 392 - lrate 0.000000, wchange 888517903.88503587, angledelta 58.1 deg
    464. 

  464. step 393 - lrate 0.000000, wchange 890111420.46188784, angledelta 58.1 deg
    465. 

  465. step 394 - lrate 0.000000, wchange 891707809.41898155, angledelta 58.1 deg
    466. 

  466. step 395 - lrate 0.000000, wchange 893307049.36681688, angledelta 58.1 deg
    467. 

  467. step 396 - lrate 0.000000, wchange 894909147.19973123, angledelta 58.1 deg
    468. 

  468. step 397 - lrate 0.000000, wchange 896514141.56549418, angledelta 58.1 deg
    469. 

  469. step 398 - lrate 0.000000, wchange 898121976.50521958, angledelta 58.1 deg
    470. 

  470. step 399 - lrate 0.000000, wchange 899732719.17423201, angledelta 58.1 deg
    471. 

  471. step 400 - lrate 0.000000, wchange 901346335.36094332, angledelta 58.1 deg
    472. 

  472. step 401 - lrate 0.000000, wchange 902962858.58764362, angledelta 58.1 deg
    473. 

  473. step 402 - lrate 0.000000, wchange 904582269.34627104, angledelta 58.1 deg
    474. 

  474. step 403 - lrate 0.000000, wchange 906204584.07805681, angledelta 58.1 deg
    475. 

  475. step 404 - lrate 0.000000, wchange 907829815.62707007, angledelta 58.1 deg
    476. 

  476. step 405 - lrate 0.000000, wchange 909457948.51095986, angledelta 58.1 deg
    477. 

  477. step 406 - lrate 0.000000, wchange 911088997.24228299, angledelta 58.1 deg
    478. 

  478. step 407 - lrate 0.000000, wchange 912722981.11639655, angledelta 58.1 deg
    479. 

  479. step 408 - lrate 0.000000, wchange 914359888.48341370, angledelta 58.1 deg
    480. 

  480. step 409 - lrate 0.000000, wchange 915999727.22418153, angledelta 58.1 deg
    481. 

  481. step 410 - lrate 0.000000, wchange 917642499.16974485, angledelta 58.1 deg
    482. 

  482. step 411 - lrate 0.000000, wchange 919288225.21759331, angledelta 58.1 deg
    483. 

  483. step 412 - lrate 0.000000, wchange 920936905.64148331, angledelta 58.1 deg
    484. 

  484. step 413 - lrate 0.000000, wchange 922588526.27886951, angledelta 58.1 deg
    485. 

  485. step 414 - lrate 0.000000, wchange 924243124.01032698, angledelta 58.1 deg
    486. 

  486. step 415 - lrate 0.000000, wchange 925900685.81383395, angledelta 58.1 deg
    487. 

  487. step 416 - lrate 0.000000, wchange 927561201.06557143, angledelta 58.1 deg
    488. 

  488. step 417 - lrate 0.000000, wchange 929224707.01054788, angledelta 58.1 deg
    489. 

  489. step 418 - lrate 0.000000, wchange 930891192.95989466, angledelta 58.1 deg
    490. 

  490. step 419 - lrate 0.000000, wchange 932560671.57014585, angledelta 58.1 deg
    491. 

  491. step 420 - lrate 0.000000, wchange 934233130.81449938, angledelta 58.1 deg
    492. 

  492. step 421 - lrate 0.000000, wchange 935908613.21934760, angledelta 58.1 deg
    493. 

  493. step 422 - lrate 0.000000, wchange 937587054.98471713, angledelta 58.1 deg
    494. 

  494. step 423 - lrate 0.000000, wchange 939268523.86788797, angledelta 58.1 deg
    495. 

  495. step 424 - lrate 0.000000, wchange 940953020.50835967, angledelta 58.1 deg
    496. 

  496. step 425 - lrate 0.000000, wchange 942640518.56973827, angledelta 58.1 deg
    497. 

  497. step 426 - lrate 0.000000, wchange 944331050.30630291, angledelta 58.1 deg
    498. 

  498. step 427 - lrate 0.000000, wchange 946024605.47262907, angledelta 58.1 deg
    499. 

  499. step 428 - lrate 0.000000, wchange 947721220.34914994, angledelta 58.1 deg
    500. 

  500. step 429 - lrate 0.000000, wchange 949420837.38274598, angledelta 58.1 deg
    501. 

  501. step 430 - lrate 0.000000, wchange 951123521.76647627, angledelta 58.1 deg
    502. 

  502. step 431 - lrate 0.000000, wchange 952829257.83163452, angledelta 58.1 deg
    503. 

  503. step 432 - lrate 0.000000, wchange 954538051.77409136, angledelta 58.1 deg
    504. 

  504. step 433 - lrate 0.000000, wchange 956249893.52130139, angledelta 58.1 deg
    505. 

  505. step 434 - lrate 0.000000, wchange 957964823.58272326, angledelta 58.1 deg
    506. 

  506. step 435 - lrate 0.000000, wchange 959682830.50265610, angledelta 58.1 deg
    507. 

  507. step 436 - lrate 0.000000, wchange 961403888.12327552, angledelta 58.1 deg
    508. 

  508. step 437 - lrate 0.000000, wchange 963128052.09807527, angledelta 58.1 deg
    509. 

  509. step 438 - lrate 0.000000, wchange 964855324.94897032, angledelta 58.1 deg
    510. 

  510. step 439 - lrate 0.000000, wchange 966585641.03540194, angledelta 58.1 deg
    511. 

  511. step 440 - lrate 0.000000, wchange 968319086.40990078, angledelta 58.1 deg
    512. 

  512. step 441 - lrate 0.000000, wchange 970055646.54724658, angledelta 58.1 deg
    513. 

  513. step 442 - lrate 0.000000, wchange 971795316.45532227, angledelta 58.1 deg
    514. 

  514. step 443 - lrate 0.000000, wchange 973538110.59727526, angledelta 58.1 deg
    515. 

  515. step 444 - lrate 0.000000, wchange 975284004.16080368, angledelta 58.1 deg
    516. 

  516. step 445 - lrate 0.000000, wchange 977033040.42985570, angledelta 58.1 deg
    517. 

  517. step 446 - lrate 0.000000, wchange 978785212.13250911, angledelta 58.1 deg
    518. 

  518. step 447 - lrate 0.000000, wchange 980540522.38883412, angledelta 58.1 deg
    519. 

  519. step 448 - lrate 0.000000, wchange 982298993.81397963, angledelta 58.1 deg
    520. 

  520. step 449 - lrate 0.000000, wchange 984060586.48506963, angledelta 58.1 deg
    521. 

  521. step 450 - lrate 0.000000, wchange 985825345.96571755, angledelta 58.1 deg
    522. 

  522. step 451 - lrate 0.000000, wchange 987593279.31619394, angledelta 58.1 deg
    523. 

  523. step 452 - lrate 0.000000, wchange 989364372.69730675, angledelta 58.1 deg
    524. 

  524. step 453 - lrate 0.000000, wchange 991138664.41175115, angledelta 58.1 deg
    525. 

  525. step 454 - lrate 0.000000, wchange 992916124.62365246, angledelta 58.1 deg
    526. 

  526. step 455 - lrate 0.000000, wchange 994696741.07608092, angledelta 58.1 deg
    527. 

  527. step 456 - lrate 0.000000, wchange 996480563.45166242, angledelta 58.1 deg
    528. 

  528. step 457 - lrate 0.000000, wchange 998267594.69104600, angledelta 58.1 deg
    529. 

  529. step 458 - lrate 0.000000, wchange 1000057813.50786150, angledelta 58.1 deg
    530. 

  530. step 459 - lrate 0.000000, wchange 641069927.20241284, angledelta 58.1 deg
    531. 

  531. step 460 - lrate 0.000000, wchange 641989497.18564427, angledelta 58.1 deg
    532. 

  532. step 461 - lrate 0.000000, wchange 642910357.91339779, angledelta 58.1 deg
    533. 

  533. step 462 - lrate 0.000000, wchange 643832558.17646217, angledelta 58.1 deg
    534. 

  534. step 463 - lrate 0.000000, wchange 644756074.72536647, angledelta 58.1 deg
    535. 

  535. step 464 - lrate 0.000000, wchange 645680916.78960764, angledelta 58.1 deg
    536. 

  536. step 465 - lrate 0.000000, wchange 646607065.70750952, angledelta 58.1 deg
    537. 

  537. step 466 - lrate 0.000000, wchange 647534572.21575582, angledelta 58.1 deg
    538. 

  538. step 467 - lrate 0.000000, wchange 648463401.29621863, angledelta 58.1 deg
    539. 

  539. step 468 - lrate 0.000000, wchange 649393540.79572916, angledelta 58.1 deg
    540. 

  540. step 469 - lrate 0.000000, wchange 650325027.44244015, angledelta 58.1 deg
    541. 

  541. step 470 - lrate 0.000000, wchange 651257842.09629750, angledelta 58.1 deg
    542. 

  542. step 471 - lrate 0.000000, wchange 652192011.79990125, angledelta 58.1 deg
    543. 

  543. step 472 - lrate 0.000000, wchange 653127509.80364430, angledelta 58.1 deg
    544. 

  544. step 473 - lrate 0.000000, wchange 654064349.76360846, angledelta 58.1 deg
    545. 

  545. step 474 - lrate 0.000000, wchange 655002534.45888114, angledelta 58.1 deg
    546. 

  546. step 475 - lrate 0.000000, wchange 655942056.46692193, angledelta 58.1 deg
    547. 

  547. step 476 - lrate 0.000000, wchange 656882933.75818789, angledelta 58.1 deg
    548. 

  548. step 477 - lrate 0.000000, wchange 657825154.93319249, angledelta 58.1 deg
    549. 

  549. step 478 - lrate 0.000000, wchange 658768720.85104299, angledelta 58.1 deg
    550. 

  550. step 479 - lrate 0.000000, wchange 659713661.47024417, angledelta 58.1 deg
    551. 

  551. step 480 - lrate 0.000000, wchange 660659930.88702393, angledelta 58.1 deg
    552. 

  552. step 481 - lrate 0.000000, wchange 661607566.10159361, angledelta 58.1 deg
    553. 

  553. step 482 - lrate 0.000000, wchange 662556571.84889245, angledelta 58.1 deg
    554. 

  554. step 483 - lrate 0.000000, wchange 663506925.86219454, angledelta 58.1 deg
    555. 

  555. step 484 - lrate 0.000000, wchange 664458639.67315435, angledelta 58.1 deg
    556. 

  556. step 485 - lrate 0.000000, wchange 665411720.86425495, angledelta 58.1 deg
    557. 

  557. step 486 - lrate 0.000000, wchange 666366168.35829902, angledelta 58.1 deg
    558. 

  558. step 487 - lrate 0.000000, wchange 667321988.67383194, angledelta 58.1 deg
    559. 

  559. step 488 - lrate 0.000000, wchange 668279198.47517192, angledelta 58.1 deg
    560. 

  560. step 489 - lrate 0.000000, wchange 669237740.31366277, angledelta 58.1 deg
    561. 

  561. step 490 - lrate 0.000000, wchange 670197669.84694326, angledelta 58.1 deg
    562. 

  562. step 491 - lrate 0.000000, wchange 671158979.29415417, angledelta 58.1 deg
    563. 

  563. step 492 - lrate 0.000000, wchange 672121661.38270211, angledelta 58.1 deg
    564. 

  564. step 493 - lrate 0.000000, wchange 673085729.07491457, angledelta 58.1 deg
    565. 

  565. step 494 - lrate 0.000000, wchange 674051186.07983124, angledelta 58.1 deg
    566. 

  566. step 495 - lrate 0.000000, wchange 675018014.59275699, angledelta 58.1 deg
    567. 

  567. step 496 - lrate 0.000000, wchange 675986232.28798783, angledelta 58.1 deg
    568. 

  568. step 497 - lrate 0.000000, wchange 676955854.44664490, angledelta 58.1 deg
    569. 

  569. step 498 - lrate 0.000000, wchange 677926853.65048671, angledelta 58.1 deg
    570. 

  570. step 499 - lrate 0.000000, wchange 678899220.93695974, angledelta 58.1 deg
    571. 

  571. step 500 - lrate 0.000000, wchange 679872993.05299306, angledelta 58.1 deg
    572. 

  572. step 501 - lrate 0.000000, wchange 680848173.03508270, angledelta 58.1 deg
    573. 

  573. step 502 - lrate 0.000000, wchange 681824756.42490888, angledelta 58.1 deg
    574. 

  574. step 503 - lrate 0.000000, wchange 682802721.90538967, angledelta 58.1 deg
    575. 

  575. step 504 - lrate 0.000000, wchange 683782099.35382628, angledelta 58.1 deg
    576. 

  576. step 505 - lrate 0.000000, wchange 684762879.17496574, angledelta 58.1 deg
    577. 

  577. step 506 - lrate 0.000000, wchange 685745069.42009115, angledelta 58.1 deg
    578. 

  578. step 507 - lrate 0.000000, wchange 686728660.68961298, angledelta 58.1 deg
    579. 

  579. step 508 - lrate 0.000000, wchange 687713665.98243630, angledelta 58.1 deg
    580. 

  580. step 509 - lrate 0.000000, wchange 688700089.64663959, angledelta 58.1 deg
    581. 

  581. step 510 - lrate 0.000000, wchange 689687914.88868999, angledelta 58.1 deg
    582. 

  582. step 511 - lrate 0.000000, wchange 690677158.09485495, angledelta 58.1 deg
    583. 

  583. step 512 - lrate 0.000000, wchange 691667819.05373442, angledelta 58.1 deg
    584. 

  584. Sorting components in descending order of mean projected variance ...
    585.