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: 749a5edc7e
Branches Tags
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-013_ica1_16-Dec-2021.txt

log_sub-013_ica1_16-Dec-2021.txt 42 KB
History Download

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584 
  1. 

  2. Input data size [72,968500] = 72 channels, 968500 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 186 frames per ICA weight ((5184)^2 = 968500 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: -3.48207 to 3.5789
    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 2118275762771623.50000000, angledelta  0.0 deg
    55. 

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

  56. step 1 - lrate 0.000013, wchange 111516574267.80677795, angledelta  0.0 deg
    57. 

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

  58. step 1 - lrate 0.000009, wchange 90158029.18647909, angledelta  0.0 deg
    59. 

  59. step 2 - lrate 0.000009, wchange 7204148165529009.00000000, angledelta  0.0 deg
    60. 

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

  61. step 1 - lrate 0.000007, wchange 533366.11217584, angledelta  0.0 deg
    62. 

  62. step 2 - lrate 0.000007, wchange 285229016744.41552734, angledelta  0.0 deg
    63. 

  63. step 3 - lrate 0.000005, wchange 9237895853952208.00000000, angledelta  0.5 deg
    64. 

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

  65. step 1 - lrate 0.000004, wchange 1932.57326253, angledelta  0.0 deg
    66. 

  66. step 2 - lrate 0.000004, wchange 3800695.69844698, angledelta  0.0 deg
    67. 

  67. step 3 - lrate 0.000004, wchange 7579320735.11318398, angledelta  6.8 deg
    68. 

  68. step 4 - lrate 0.000003, wchange 3137295380357.49218750, angledelta  6.8 deg
    69. 

  69. step 5 - lrate 0.000003, wchange 369711718020616.68750000, angledelta  6.8 deg
    70. 

  70. step 6 - lrate 0.000002, wchange 11333568159975286.00000000, angledelta  6.8 deg
    71. 

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

  72. step 1 - lrate 0.000001, wchange 34.72123263, angledelta  0.0 deg
    73. 

  73. step 2 - lrate 0.000001, wchange 153.93100118, angledelta  0.0 deg
    74. 

  74. step 3 - lrate 0.000001, wchange 2534.02661667, angledelta 58.7 deg
    75. 

  75. step 4 - lrate 0.000001, wchange 41719.67978389, angledelta 58.7 deg
    76. 

  76. step 5 - lrate 0.000001, wchange 686864.48537025, angledelta 58.7 deg
    77. 

  77. step 6 - lrate 0.000001, wchange 11308400.50722896, angledelta 58.7 deg
    78. 

  78. step 7 - lrate 0.000001, wchange 186179262.66789183, angledelta 58.7 deg
    79. 

  79. step 8 - lrate 0.000001, wchange 3065218180.57821941, angledelta 58.7 deg
    80. 

  80. step 9 - lrate 0.000001, wchange 23048054540.81523895, angledelta 58.7 deg
    81. 

  81. step 10 - lrate 0.000001, wchange 106819108410.93272400, angledelta 58.7 deg
    82. 

  82. step 11 - lrate 0.000001, wchange 335122152422.03576660, angledelta 58.7 deg
    83. 

  83. step 12 - lrate 0.000001, wchange 767872809259.23913574, angledelta 58.7 deg
    84. 

  84. step 13 - lrate 0.000000, wchange 1366441627892.61499023, angledelta 58.7 deg
    85. 

  85. step 14 - lrate 0.000000, wchange 1984479567394.83398438, angledelta 58.7 deg
    86. 

  86. step 15 - lrate 0.000000, wchange 2448042704097.30224609, angledelta 58.7 deg
    87. 

  87. step 16 - lrate 0.000000, wchange 2649075857868.55126953, angledelta 58.7 deg
    88. 

  88. step 17 - lrate 0.000000, wchange 2580704243652.30517578, angledelta 58.7 deg
    89. 

  89. step 18 - lrate 0.000000, wchange 2311082580706.30126953, angledelta 58.7 deg
    90. 

  90. step 19 - lrate 0.000000, wchange 1934716538620.77783203, angledelta 58.7 deg
    91. 

  91. step 20 - lrate 0.000000, wchange 1534617717154.27563477, angledelta 58.7 deg
    92. 

  92. step 21 - lrate 0.000000, wchange 1165893307663.07202148, angledelta 58.7 deg
    93. 

  93. step 22 - lrate 0.000000, wchange 855764419182.44543457, angledelta 58.7 deg
    94. 

  94. step 23 - lrate 0.000000, wchange 611076385030.65173340, angledelta 58.7 deg
    95. 

  95. step 24 - lrate 0.000000, wchange 426860624592.65734863, angledelta 58.7 deg
    96. 

  96. step 25 - lrate 0.000000, wchange 292986531763.04211426, angledelta 58.7 deg
    97. 

  97. step 26 - lrate 0.000000, wchange 198296217334.52233887, angledelta 58.7 deg
    98. 

  98. step 27 - lrate 0.000000, wchange 132712242030.19094849, angledelta 58.7 deg
    99. 

  99. step 28 - lrate 0.000000, wchange 88026916294.81625366, angledelta 58.7 deg
    100. 

  100. step 29 - lrate 0.000000, wchange 57970784479.24590302, angledelta 58.7 deg
    101. 

  101. step 30 - lrate 0.000000, wchange 37959130146.38158417, angledelta 58.7 deg
    102. 

  102. step 31 - lrate 0.000000, wchange 24742037050.34328079, angledelta 58.7 deg
    103. 

  103. step 32 - lrate 0.000000, wchange 16068120411.87112808, angledelta 58.7 deg
    104. 

  104. step 33 - lrate 0.000000, wchange 10404558957.70356369, angledelta 58.7 deg
    105. 

  105. step 34 - lrate 0.000000, wchange 6721496076.31152344, angledelta 58.7 deg
    106. 

  106. step 35 - lrate 0.000000, wchange 4334063784.67923164, angledelta 58.7 deg
    107. 

  107. step 36 - lrate 0.000000, wchange 2790451392.20503902, angledelta 58.7 deg
    108. 

  108. step 37 - lrate 0.000000, wchange 1794459301.01536751, angledelta 58.7 deg
    109. 

  109. step 38 - lrate 0.000000, wchange 1152860732.26300120, angledelta 58.7 deg
    110. 

  110. step 39 - lrate 0.000000, wchange 740094418.04221332, angledelta 58.7 deg
    111. 

  111. step 40 - lrate 0.000000, wchange 742112613.84864771, angledelta 58.7 deg
    112. 

  112. step 41 - lrate 0.000000, wchange 744136116.59168434, angledelta 58.7 deg
    113. 

  113. step 42 - lrate 0.000000, wchange 746165098.83076465, angledelta 58.7 deg
    114. 

  114. step 43 - lrate 0.000000, wchange 748199301.71498573, angledelta 58.7 deg
    115. 

  115. step 44 - lrate 0.000000, wchange 750238953.96463072, angledelta 58.7 deg
    116. 

  116. step 45 - lrate 0.000000, wchange 752284132.91213787, angledelta 58.7 deg
    117. 

  117. step 46 - lrate 0.000000, wchange 754334902.86193037, angledelta 58.7 deg
    118. 

  118. step 47 - lrate 0.000000, wchange 756390940.17453575, angledelta 58.7 deg
    119. 

  119. step 48 - lrate 0.000000, wchange 758452648.75689650, angledelta 58.7 deg
    120. 

  120. step 49 - lrate 0.000000, wchange 760519925.18121076, angledelta 58.7 deg
    121. 

  121. step 50 - lrate 0.000000, wchange 762592516.69803107, angledelta 58.7 deg
    122. 

  122. step 51 - lrate 0.000000, wchange 764670675.05476820, angledelta 58.7 deg
    123. 

  123. step 52 - lrate 0.000000, wchange 766754421.33871162, angledelta 58.7 deg
    124. 

  124. step 53 - lrate 0.000000, wchange 768843765.03899598, angledelta 58.7 deg
    125. 

  125. step 54 - lrate 0.000000, wchange 770938659.17487717, angledelta 58.7 deg
    126. 

  126. step 55 - lrate 0.000000, wchange 773039359.93285477, angledelta 58.7 deg
    127. 

  127. step 56 - lrate 0.000000, wchange 775145336.03994775, angledelta 58.7 deg
    128. 

  128. step 57 - lrate 0.000000, wchange 777257060.39910007, angledelta 58.7 deg
    129. 

  129. step 58 - lrate 0.000000, wchange 779374616.04195261, angledelta 58.7 deg
    130. 

  130. step 59 - lrate 0.000000, wchange 781497475.82828963, angledelta 58.7 deg
    131. 

  131. step 60 - lrate 0.000000, wchange 783626161.54416394, angledelta 58.7 deg
    132. 

  132. step 61 - lrate 0.000000, wchange 785760488.04104531, angledelta 58.7 deg
    133. 

  133. step 62 - lrate 0.000000, wchange 787900624.37974262, angledelta 58.7 deg
    134. 

  134. step 63 - lrate 0.000000, wchange 790046446.10666394, angledelta 58.7 deg
    135. 

  135. step 64 - lrate 0.000000, wchange 792198233.57256079, angledelta 58.7 deg
    136. 

  136. step 65 - lrate 0.000000, wchange 794355213.14998281, angledelta 58.7 deg
    137. 

  137. step 66 - lrate 0.000000, wchange 796518072.53848112, angledelta 58.7 deg
    138. 

  138. step 67 - lrate 0.000000, wchange 798686902.56744528, angledelta 58.7 deg
    139. 

  139. step 68 - lrate 0.000000, wchange 800861461.79399180, angledelta 58.7 deg
    140. 

  140. step 69 - lrate 0.000000, wchange 803041810.40614283, angledelta 58.7 deg
    141. 

  141. step 70 - lrate 0.000000, wchange 805227925.81740296, angledelta 58.7 deg
    142. 

  142. step 71 - lrate 0.000000, wchange 807419844.68473041, angledelta 58.7 deg
    143. 

  143. step 72 - lrate 0.000000, wchange 809617827.27689314, angledelta 58.7 deg
    144. 

  144. step 73 - lrate 0.000000, wchange 811821487.68674850, angledelta 58.7 deg
    145. 

  145. step 74 - lrate 0.000000, wchange 814031275.80823863, angledelta 58.7 deg
    146. 

  146. step 75 - lrate 0.000000, wchange 816246504.33263350, angledelta 58.7 deg
    147. 

  147. step 76 - lrate 0.000000, wchange 818467698.29734826, angledelta 58.7 deg
    148. 

  148. step 77 - lrate 0.000000, wchange 820695057.00639236, angledelta 58.7 deg
    149. 

  149. step 78 - lrate 0.000000, wchange 822928274.43442214, angledelta 58.7 deg
    150. 

  150. step 79 - lrate 0.000000, wchange 825167338.99332714, angledelta 58.7 deg
    151. 

  151. step 80 - lrate 0.000000, wchange 827412655.29673254, angledelta 58.7 deg
    152. 

  152. step 81 - lrate 0.000000, wchange 829663574.96087503, angledelta 58.7 deg
    153. 

  153. step 82 - lrate 0.000000, wchange 831920633.18285310, angledelta 58.7 deg
    154. 

  154. step 83 - lrate 0.000000, wchange 834183998.56712270, angledelta 58.7 deg
    155. 

  155. step 84 - lrate 0.000000, wchange 836452964.41106761, angledelta 58.7 deg
    156. 

  156. step 85 - lrate 0.000000, wchange 838728079.28247809, angledelta 58.7 deg
    157. 

  157. step 86 - lrate 0.000000, wchange 841009142.50329041, angledelta 58.7 deg
    158. 

  158. step 87 - lrate 0.000000, wchange 843296326.04613042, angledelta 58.7 deg
    159. 

  159. step 88 - lrate 0.000000, wchange 845589774.25446141, angledelta 58.7 deg
    160. 

  160. step 89 - lrate 0.000000, wchange 847889415.28402233, angledelta 58.7 deg
    161. 

  161. step 90 - lrate 0.000000, wchange 850194717.66886234, angledelta 58.7 deg
    162. 

  162. step 91 - lrate 0.000000, wchange 852506361.61954427, angledelta 58.7 deg
    163. 

  163. step 92 - lrate 0.000000, wchange 854824421.41238260, angledelta 58.7 deg
    164. 

  164. step 93 - lrate 0.000000, wchange 857148557.73436320, angledelta 58.7 deg
    165. 

  165. step 94 - lrate 0.000000, wchange 859478567.17083085, angledelta 58.7 deg
    166. 

  166. step 95 - lrate 0.000000, wchange 861815085.97704029, angledelta 58.7 deg
    167. 

  167. step 96 - lrate 0.000000, wchange 864157486.44014835, angledelta 58.7 deg
    168. 

  168. step 97 - lrate 0.000000, wchange 866506257.41236782, angledelta 58.7 deg
    169. 

  169. step 98 - lrate 0.000000, wchange 868861468.38631094, angledelta 58.7 deg
    170. 

  170. step 99 - lrate 0.000000, wchange 871222852.74420178, angledelta 58.7 deg
    171. 

  171. step 100 - lrate 0.000000, wchange 873590409.28679299, angledelta 58.7 deg
    172. 

  172. step 101 - lrate 0.000000, wchange 875964052.90098917, angledelta 58.7 deg
    173. 

  173. step 102 - lrate 0.000000, wchange 878344638.94212413, angledelta 58.7 deg
    174. 

  174. step 103 - lrate 0.000000, wchange 880730807.77718735, angledelta 58.7 deg
    175. 

  175. step 104 - lrate 0.000000, wchange 883123832.86545706, angledelta 58.7 deg
    176. 

  176. step 105 - lrate 0.000000, wchange 885522791.92221701, angledelta 58.7 deg
    177. 

  177. step 106 - lrate 0.000000, wchange 887928209.01760900, angledelta 58.7 deg
    178. 

  178. step 107 - lrate 0.000000, wchange 890340546.32868767, angledelta 58.7 deg
    179. 

  179. step 108 - lrate 0.000000, wchange 892758593.07708836, angledelta 58.7 deg
    180. 

  180. step 109 - lrate 0.000000, wchange 895183279.68829298, angledelta 58.7 deg
    181. 

  181. step 110 - lrate 0.000000, wchange 897614648.06448853, angledelta 58.7 deg
    182. 

  182. step 111 - lrate 0.000000, wchange 900052121.01292467, angledelta 58.7 deg
    183. 

  183. step 112 - lrate 0.000000, wchange 902496655.34374774, angledelta 58.7 deg
    184. 

  184. step 113 - lrate 0.000000, wchange 904946784.63813353, angledelta 58.7 deg
    185. 

  185. step 114 - lrate 0.000000, wchange 907403815.82904398, angledelta 58.7 deg
    186. 

  186. step 115 - lrate 0.000000, wchange 909867439.28922188, angledelta 58.7 deg
    187. 

  187. step 116 - lrate 0.000000, wchange 912337441.48360050, angledelta 58.7 deg
    188. 

  188. step 117 - lrate 0.000000, wchange 914814152.04278588, angledelta 58.7 deg
    189. 

  189. step 118 - lrate 0.000000, wchange 917297483.40446544, angledelta 58.7 deg
    190. 

  190. step 119 - lrate 0.000000, wchange 919787465.76885951, angledelta 58.7 deg
    191. 

  191. step 120 - lrate 0.000000, wchange 922283501.78608096, angledelta 58.7 deg
    192. 

  192. step 121 - lrate 0.000000, wchange 924786685.75404680, angledelta 58.7 deg
    193. 

  193. step 122 - lrate 0.000000, wchange 927296211.84313846, angledelta 58.7 deg
    194. 

  194. step 123 - lrate 0.000000, wchange 929812530.78987586, angledelta 58.7 deg
    195. 

  195. step 124 - lrate 0.000000, wchange 932335383.10707235, angledelta 58.7 deg
    196. 

  196. step 125 - lrate 0.000000, wchange 934865142.44480789, angledelta 58.7 deg
    197. 

  197. step 126 - lrate 0.000000, wchange 937401569.75841463, angledelta 58.7 deg
    198. 

  198. step 127 - lrate 0.000000, wchange 939944291.90141201, angledelta 58.7 deg
    199. 

  199. step 128 - lrate 0.000000, wchange 942494366.82490861, angledelta 58.7 deg
    200. 

  200. step 129 - lrate 0.000000, wchange 945050746.32746601, angledelta 58.7 deg
    201. 

  201. step 130 - lrate 0.000000, wchange 947614114.49250174, angledelta 58.7 deg
    202. 

  202. step 131 - lrate 0.000000, wchange 950184889.24782550, angledelta 58.7 deg
    203. 

  203. step 132 - lrate 0.000000, wchange 952760876.63647580, angledelta 58.7 deg
    204. 

  204. step 133 - lrate 0.000000, wchange 955344596.42598128, angledelta 58.7 deg
    205. 

  205. step 134 - lrate 0.000000, wchange 957935078.44032061, angledelta 58.7 deg
    206. 

  206. step 135 - lrate 0.000000, wchange 960532373.16722786, angledelta 58.7 deg
    207. 

  207. step 136 - lrate 0.000000, wchange 963136596.98822987, angledelta 58.7 deg
    208. 

  208. step 137 - lrate 0.000000, wchange 965747761.09719038, angledelta 58.7 deg
    209. 

  209. step 138 - lrate 0.000000, wchange 968365810.83643866, angledelta 58.7 deg
    210. 

  210. step 139 - lrate 0.000000, wchange 970990528.68548846, angledelta 58.7 deg
    211. 

  211. step 140 - lrate 0.000000, wchange 973622350.89232624, angledelta 58.7 deg
    212. 

  212. step 141 - lrate 0.000000, wchange 976261136.17222822, angledelta 58.7 deg
    213. 

  213. step 142 - lrate 0.000000, wchange 978907059.21829283, angledelta 58.7 deg
    214. 

  214. step 143 - lrate 0.000000, wchange 981559735.81162238, angledelta 58.7 deg
    215. 

  215. step 144 - lrate 0.000000, wchange 984219514.36405277, angledelta 58.7 deg
    216. 

  216. step 145 - lrate 0.000000, wchange 986886115.84280550, angledelta 58.7 deg
    217. 

  217. step 146 - lrate 0.000000, wchange 989559940.35355949, angledelta 58.7 deg
    218. 

  218. step 147 - lrate 0.000000, wchange 992241041.30584300, angledelta 58.7 deg
    219. 

  219. step 148 - lrate 0.000000, wchange 994928873.94273579, angledelta 58.7 deg
    220. 

  220. step 149 - lrate 0.000000, wchange 997625138.33669829, angledelta 58.7 deg
    221. 

  221. step 150 - lrate 0.000000, wchange 1000326327.33130908, angledelta 58.7 deg
    222. 

  222. step 151 - lrate 0.000000, wchange 641769042.06694901, angledelta 58.7 deg
    223. 

  223. step 152 - lrate 0.000000, wchange 643159173.25882483, angledelta 58.7 deg
    224. 

  224. step 153 - lrate 0.000000, wchange 644552207.80309832, angledelta 58.7 deg
    225. 

  225. step 154 - lrate 0.000000, wchange 645948012.91441512, angledelta 58.7 deg
    226. 

  226. step 155 - lrate 0.000000, wchange 647346943.07045889, angledelta 58.7 deg
    227. 

  227. step 156 - lrate 0.000000, wchange 648748869.20067477, angledelta 58.7 deg
    228. 

  228. step 157 - lrate 0.000000, wchange 650153576.76431525, angledelta 58.7 deg
    229. 

  229. step 158 - lrate 0.000000, wchange 651561539.60555983, angledelta 58.7 deg
    230. 

  230. step 159 - lrate 0.000000, wchange 652971941.27624583, angledelta 58.7 deg
    231. 

  231. step 160 - lrate 0.000000, wchange 654385884.13468790, angledelta 58.7 deg
    232. 

  232. step 161 - lrate 0.000000, wchange 655802375.46964169, angledelta 58.7 deg
    233. 

  233. step 162 - lrate 0.000000, wchange 657222066.74474049, angledelta 58.7 deg
    234. 

  234. step 163 - lrate 0.000000, wchange 658644658.16302276, angledelta 58.7 deg
    235. 

  235. step 164 - lrate 0.000000, wchange 660070437.34947753, angledelta 58.7 deg
    236. 

  236. step 165 - lrate 0.000000, wchange 661498919.62405193, angledelta 58.7 deg
    237. 

  237. step 166 - lrate 0.000000, wchange 662930872.57914400, angledelta 58.7 deg
    238. 

  238. step 167 - lrate 0.000000, wchange 664365244.20224547, angledelta 58.7 deg
    239. 

  239. step 168 - lrate 0.000000, wchange 665802990.15749478, angledelta 58.7 deg
    240. 

  240. step 169 - lrate 0.000000, wchange 667243707.98167825, angledelta 58.7 deg
    241. 

  241. step 170 - lrate 0.000000, wchange 668687382.11639035, angledelta 58.7 deg
    242. 

  242. step 171 - lrate 0.000000, wchange 670134213.86291695, angledelta 58.7 deg
    243. 

  243. step 172 - lrate 0.000000, wchange 671584063.16748059, angledelta 58.7 deg
    244. 

  244. step 173 - lrate 0.000000, wchange 673037072.50160074, angledelta 58.7 deg
    245. 

  245. step 174 - lrate 0.000000, wchange 674492771.43786013, angledelta 58.7 deg
    246. 

  246. step 175 - lrate 0.000000, wchange 675951819.10306203, angledelta 58.7 deg
    247. 

  247. step 176 - lrate 0.000000, wchange 677413852.52959180, angledelta 58.7 deg
    248. 

  248. step 177 - lrate 0.000000, wchange 678879001.54775870, angledelta 58.7 deg
    249. 

  249. step 178 - lrate 0.000000, wchange 680347507.22468352, angledelta 58.7 deg
    250. 

  250. step 179 - lrate 0.000000, wchange 681818478.00623226, angledelta 58.7 deg
    251. 

  251. step 180 - lrate 0.000000, wchange 683293163.13974690, angledelta 58.7 deg
    252. 

  252. step 181 - lrate 0.000000, wchange 684770531.87049401, angledelta 58.7 deg
    253. 

  253. step 182 - lrate 0.000000, wchange 686251783.31498086, angledelta 58.7 deg
    254. 

  254. step 183 - lrate 0.000000, wchange 687734829.97710514, angledelta 58.7 deg
    255. 

  255. step 184 - lrate 0.000000, wchange 689221787.87224162, angledelta 58.7 deg
    256. 

  256. step 185 - lrate 0.000000, wchange 690711543.29314125, angledelta 58.7 deg
    257. 

  257. step 186 - lrate 0.000000, wchange 692204855.93399155, angledelta 58.7 deg
    258. 

  258. step 187 - lrate 0.000000, wchange 693700857.90717793, angledelta 58.7 deg
    259. 

  259. step 188 - lrate 0.000000, wchange 695200204.66362250, angledelta 58.7 deg
    260. 

  260. step 189 - lrate 0.000000, wchange 696702778.73346448, angledelta 58.7 deg
    261. 

  261. step 190 - lrate 0.000000, wchange 698208570.34924781, angledelta 58.7 deg
    262. 

  262. step 191 - lrate 0.000000, wchange 699717190.01245606, angledelta 58.7 deg
    263. 

  263. step 192 - lrate 0.000000, wchange 701229176.62179160, angledelta 58.7 deg
    264. 

  264. step 193 - lrate 0.000000, wchange 702744384.38942659, angledelta 58.7 deg
    265. 

  265. step 194 - lrate 0.000000, wchange 704262778.83200729, angledelta 58.7 deg
    266. 

  266. step 195 - lrate 0.000000, wchange 705784265.24156427, angledelta 58.7 deg
    267. 

  267. step 196 - lrate 0.000000, wchange 707309599.47226071, angledelta 58.7 deg
    268. 

  268. step 197 - lrate 0.000000, wchange 708836760.46703029, angledelta 58.7 deg
    269. 

  269. step 198 - lrate 0.000000, wchange 710368171.20020199, angledelta 58.7 deg
    270. 

  270. step 199 - lrate 0.000000, wchange 711902200.46792328, angledelta 58.7 deg
    271. 

  271. step 200 - lrate 0.000000, wchange 713440074.07026172, angledelta 58.7 deg
    272. 

  272. step 201 - lrate 0.000000, wchange 714980544.66795230, angledelta 58.7 deg
    273. 

  273. step 202 - lrate 0.000000, wchange 716524549.00871933, angledelta 58.7 deg
    274. 

  274. step 203 - lrate 0.000000, wchange 718071808.19854116, angledelta 58.7 deg
    275. 

  275. step 204 - lrate 0.000000, wchange 719622337.48980808, angledelta 58.7 deg
    276. 

  276. step 205 - lrate 0.000000, wchange 721176045.19016194, angledelta 58.7 deg
    277. 

  277. step 206 - lrate 0.000000, wchange 722733213.14677393, angledelta 58.7 deg
    278. 

  278. step 207 - lrate 0.000000, wchange 724293327.99189782, angledelta 58.7 deg
    279. 

  279. step 208 - lrate 0.000000, wchange 725856901.93901229, angledelta 58.7 deg
    280. 

  280. step 209 - lrate 0.000000, wchange 727423568.88570821, angledelta 58.7 deg
    281. 

  281. step 210 - lrate 0.000000, wchange 728993604.54654610, angledelta 58.7 deg
    282. 

  282. step 211 - lrate 0.000000, wchange 730567006.27852678, angledelta 58.7 deg
    283. 

  283. step 212 - lrate 0.000000, wchange 732143556.33353174, angledelta 58.7 deg
    284. 

  284. step 213 - lrate 0.000000, wchange 733723479.50981295, angledelta 58.7 deg
    285. 

  285. step 214 - lrate 0.000000, wchange 735306918.35352242, angledelta 58.7 deg
    286. 

  286. step 215 - lrate 0.000000, wchange 736893411.39496577, angledelta 58.7 deg
    287. 

  287. step 216 - lrate 0.000000, wchange 738483302.35738051, angledelta 58.7 deg
    288. 

  288. step 217 - lrate 0.000000, wchange 740076572.15275657, angledelta 58.7 deg
    289. 

  289. step 218 - lrate 0.000000, wchange 741673246.07421327, angledelta 58.7 deg
    290. 

  290. step 219 - lrate 0.000000, wchange 743272898.10128582, angledelta 58.7 deg
    291. 

  291. step 220 - lrate 0.000000, wchange 744876138.63923967, angledelta 58.7 deg
    292. 

  292. step 221 - lrate 0.000000, wchange 746482796.86644447, angledelta 58.7 deg
    293. 

  293. step 222 - lrate 0.000000, wchange 748092652.74944723, angledelta 58.7 deg
    294. 

  294. step 223 - lrate 0.000000, wchange 749706048.25374019, angledelta 58.7 deg
    295. 

  295. step 224 - lrate 0.000000, wchange 751322829.36534905, angledelta 58.7 deg
    296. 

  296. step 225 - lrate 0.000000, wchange 752942628.67051995, angledelta 58.7 deg
    297. 

  297. step 226 - lrate 0.000000, wchange 754565932.64557362, angledelta 58.7 deg
    298. 

  298. step 227 - lrate 0.000000, wchange 756192879.83646584, angledelta 58.7 deg
    299. 

  299. step 228 - lrate 0.000000, wchange 757823144.03961194, angledelta 58.7 deg
    300. 

  300. step 229 - lrate 0.000000, wchange 759456602.54773843, angledelta 58.7 deg
    301. 

  301. step 230 - lrate 0.000000, wchange 761094043.57274354, angledelta 58.7 deg
    302. 

  302. step 231 - lrate 0.000000, wchange 762734434.90958130, angledelta 58.7 deg
    303. 

  303. step 232 - lrate 0.000000, wchange 764378057.12813497, angledelta 58.7 deg
    304. 

  304. step 233 - lrate 0.000000, wchange 766025285.15384209, angledelta 58.7 deg
    305. 

  305. step 234 - lrate 0.000000, wchange 767676042.05613840, angledelta 58.7 deg
    306. 

  306. step 235 - lrate 0.000000, wchange 769330202.68079960, angledelta 58.7 deg
    307. 

  307. step 236 - lrate 0.000000, wchange 770988331.94779432, angledelta 58.7 deg
    308. 

  308. step 237 - lrate 0.000000, wchange 772648930.93219519, angledelta 58.7 deg
    309. 

  309. step 238 - lrate 0.000000, wchange 774313482.20921695, angledelta 58.7 deg
    310. 

  310. step 239 - lrate 0.000000, wchange 775981945.34817290, angledelta 58.7 deg
    311. 

  311. step 240 - lrate 0.000000, wchange 777653333.28295934, angledelta 58.7 deg
    312. 

  312. step 241 - lrate 0.000000, wchange 779328076.72259402, angledelta 58.7 deg
    313. 

  313. step 242 - lrate 0.000000, wchange 781006597.28838515, angledelta 58.7 deg
    314. 

  314. step 243 - lrate 0.000000, wchange 782688493.14475489, angledelta 58.7 deg
    315. 

  315. step 244 - lrate 0.000000, wchange 784373985.77363670, angledelta 58.7 deg
    316. 

  316. step 245 - lrate 0.000000, wchange 786063021.65532768, angledelta 58.7 deg
    317. 

  317. step 246 - lrate 0.000000, wchange 787755471.23839891, angledelta 58.7 deg
    318. 

  318. step 247 - lrate 0.000000, wchange 789451547.62327361, angledelta 58.7 deg
    319. 

  319. step 248 - lrate 0.000000, wchange 791151110.31059670, angledelta 58.7 deg
    320. 

  320. step 249 - lrate 0.000000, wchange 792854440.72189200, angledelta 58.7 deg
    321. 

  321. step 250 - lrate 0.000000, wchange 794560886.36582291, angledelta 58.7 deg
    322. 

  322. step 251 - lrate 0.000000, wchange 796271060.96599734, angledelta 58.7 deg
    323. 

  323. step 252 - lrate 0.000000, wchange 797984921.20372748, angledelta 58.7 deg
    324. 

  324. step 253 - lrate 0.000000, wchange 799702449.21939063, angledelta 58.7 deg
    325. 

  325. step 254 - lrate 0.000000, wchange 801423557.82672012, angledelta 58.7 deg
    326. 

  326. step 255 - lrate 0.000000, wchange 803147612.97457862, angledelta 58.7 deg
    327. 

  327. step 256 - lrate 0.000000, wchange 804875988.12446868, angledelta 58.7 deg
    328. 

  328. step 257 - lrate 0.000000, wchange 806607316.22527730, angledelta 58.7 deg
    329. 

  329. step 258 - lrate 0.000000, wchange 808342654.70845973, angledelta 58.7 deg
    330. 

  330. step 259 - lrate 0.000000, wchange 810081727.01420474, angledelta 58.7 deg
    331. 

  331. step 260 - lrate 0.000000, wchange 811824008.85553551, angledelta 58.7 deg
    332. 

  332. step 261 - lrate 0.000000, wchange 813570199.48081982, angledelta 58.7 deg
    333. 

  333. step 262 - lrate 0.000000, wchange 815320145.50658131, angledelta 58.7 deg
    334. 

  334. step 263 - lrate 0.000000, wchange 817073217.32887995, angledelta 58.7 deg
    335. 

  335. step 264 - lrate 0.000000, wchange 818830501.92304778, angledelta 58.7 deg
    336. 

  336. step 265 - lrate 0.000000, wchange 820591182.51518452, angledelta 58.7 deg
    337. 

  337. step 266 - lrate 0.000000, wchange 822355398.48241925, angledelta 58.7 deg
    338. 

  338. step 267 - lrate 0.000000, wchange 824123241.93934953, angledelta 58.7 deg
    339. 

  339. step 268 - lrate 0.000000, wchange 825894933.62393034, angledelta 58.7 deg
    340. 

  340. step 269 - lrate 0.000000, wchange 827670246.19365168, angledelta 58.7 deg
    341. 

  341. step 270 - lrate 0.000000, wchange 829449399.83662057, angledelta 58.7 deg
    342. 

  342. step 271 - lrate 0.000000, wchange 831232087.00495923, angledelta 58.7 deg
    343. 

  343. step 272 - lrate 0.000000, wchange 833018343.62647271, angledelta 58.7 deg
    344. 

  344. step 273 - lrate 0.000000, wchange 834808427.89628077, angledelta 58.7 deg
    345. 

  345. step 274 - lrate 0.000000, wchange 836602441.00069904, angledelta 58.7 deg
    346. 

  346. step 275 - lrate 0.000000, wchange 838399771.75002921, angledelta 58.7 deg
    347. 

  347. step 276 - lrate 0.000000, wchange 840201184.97062683, angledelta 58.7 deg
    348. 

  348. step 277 - lrate 0.000000, wchange 842006134.07737017, angledelta 58.7 deg
    349. 

  349. step 278 - lrate 0.000000, wchange 843815262.07081079, angledelta 58.7 deg
    350. 

  350. step 279 - lrate 0.000000, wchange 845627622.28207612, angledelta 58.7 deg
    351. 

  351. step 280 - lrate 0.000000, wchange 847443745.95785248, angledelta 58.7 deg
    352. 

  352. step 281 - lrate 0.000000, wchange 849263625.85288656, angledelta 58.7 deg
    353. 

  353. step 282 - lrate 0.000000, wchange 851087627.58836293, angledelta 58.7 deg
    354. 

  354. step 283 - lrate 0.000000, wchange 852915154.16956389, angledelta 58.7 deg
    355. 

  355. step 284 - lrate 0.000000, wchange 854746239.44835114, angledelta 58.7 deg
    356. 

  356. step 285 - lrate 0.000000, wchange 856581537.88653898, angledelta 58.7 deg
    357. 

  357. step 286 - lrate 0.000000, wchange 858420468.04599285, angledelta 58.7 deg
    358. 

  358. step 287 - lrate 0.000000, wchange 860263072.68581450, angledelta 58.7 deg
    359. 

  359. step 288 - lrate 0.000000, wchange 862109651.23530912, angledelta 58.7 deg
    360. 

  360. step 289 - lrate 0.000000, wchange 863960140.94542873, angledelta 58.7 deg
    361. 

  361. step 290 - lrate 0.000000, wchange 865814414.78266442, angledelta 58.7 deg
    362. 

  362. step 291 - lrate 0.000000, wchange 867672787.91567683, angledelta 58.7 deg
    363. 

  363. step 292 - lrate 0.000000, wchange 869534692.54737449, angledelta 58.7 deg
    364. 

  364. step 293 - lrate 0.000000, wchange 871399969.64919066, angledelta 58.7 deg
    365. 

  365. step 294 - lrate 0.000000, wchange 873269737.62473345, angledelta 58.7 deg
    366. 

  366. step 295 - lrate 0.000000, wchange 875143402.14816403, angledelta 58.7 deg
    367. 

  367. step 296 - lrate 0.000000, wchange 877020458.77270830, angledelta 58.7 deg
    368. 

  368. step 297 - lrate 0.000000, wchange 878901607.00466859, angledelta 58.7 deg
    369. 

  369. step 298 - lrate 0.000000, wchange 880786793.40327072, angledelta 58.7 deg
    370. 

  370. step 299 - lrate 0.000000, wchange 882675628.68386900, angledelta 58.7 deg
    371. 

  371. step 300 - lrate 0.000000, wchange 884568870.30502450, angledelta 58.7 deg
    372. 

  372. step 301 - lrate 0.000000, wchange 886465377.31382012, angledelta 58.7 deg
    373. 

  373. step 302 - lrate 0.000000, wchange 888366045.79762995, angledelta 58.7 deg
    374. 

  374. step 303 - lrate 0.000000, wchange 890271256.04310894, angledelta 58.7 deg
    375. 

  375. step 304 - lrate 0.000000, wchange 892179579.83099580, angledelta 58.7 deg
    376. 

  376. step 305 - lrate 0.000000, wchange 894091867.84354448, angledelta 58.7 deg
    377. 

  377. step 306 - lrate 0.000000, wchange 896008289.01317871, angledelta 58.7 deg
    378. 

  378. step 307 - lrate 0.000000, wchange 897929138.18533432, angledelta 58.7 deg
    379. 

  379. step 308 - lrate 0.000000, wchange 899853197.58472955, angledelta 58.7 deg
    380. 

  380. step 309 - lrate 0.000000, wchange 901781882.30214369, angledelta 58.7 deg
    381. 

  381. step 310 - lrate 0.000000, wchange 903713662.39586151, angledelta 58.7 deg
    382. 

  382. step 311 - lrate 0.000000, wchange 905650716.25231373, angledelta 58.7 deg
    383. 

  383. step 312 - lrate 0.000000, wchange 907590257.49174452, angledelta 58.7 deg
    384. 

  384. step 313 - lrate 0.000000, wchange 909535583.81882358, angledelta 58.7 deg
    385. 

  385. step 314 - lrate 0.000000, wchange 911483279.44300902, angledelta 58.7 deg
    386. 

  386. step 315 - lrate 0.000000, wchange 913435663.41808426, angledelta 58.7 deg
    387. 

  387. step 316 - lrate 0.000000, wchange 915391956.03504050, angledelta 58.7 deg
    388. 

  388. step 317 - lrate 0.000000, wchange 917351606.01858997, angledelta 58.7 deg
    389. 

  389. step 318 - lrate 0.000000, wchange 919316108.45308077, angledelta 58.7 deg
    390. 

  390. step 319 - lrate 0.000000, wchange 921284528.41314578, angledelta 58.7 deg
    391. 

  391. step 320 - lrate 0.000000, wchange 923257075.76456964, angledelta 58.7 deg
    392. 

  392. step 321 - lrate 0.000000, wchange 925233730.92617559, angledelta 58.7 deg
    393. 

  393. step 322 - lrate 0.000000, wchange 927214981.72939730, angledelta 58.7 deg
    394. 

  394. step 323 - lrate 0.000000, wchange 929198763.14458656, angledelta 58.7 deg
    395. 

  395. step 324 - lrate 0.000000, wchange 931187854.88206470, angledelta 58.7 deg
    396. 

  396. step 325 - lrate 0.000000, wchange 933180966.49174988, angledelta 58.7 deg
    397. 

  397. step 326 - lrate 0.000000, wchange 935177395.21951067, angledelta 58.7 deg
    398. 

  398. step 327 - lrate 0.000000, wchange 937178354.81580615, angledelta 58.7 deg
    399. 

  399. step 328 - lrate 0.000000, wchange 939183550.54952371, angledelta 58.7 deg
    400. 

  400. step 329 - lrate 0.000000, wchange 941193280.92595017, angledelta 58.7 deg
    401. 

  401. step 330 - lrate 0.000000, wchange 943206753.48116875, angledelta 58.7 deg
    402. 

  402. step 331 - lrate 0.000000, wchange 945224217.62306094, angledelta 58.7 deg
    403. 

  403. step 332 - lrate 0.000000, wchange 947245548.21456361, angledelta 58.7 deg
    404. 

  404. step 333 - lrate 0.000000, wchange 949271542.16343105, angledelta 58.7 deg
    405. 

  405. step 334 - lrate 0.000000, wchange 951301895.73258793, angledelta 58.7 deg
    406. 

  406. step 335 - lrate 0.000000, wchange 953335479.68236983, angledelta 58.7 deg
    407. 

  407. step 336 - lrate 0.000000, wchange 955374308.25434828, angledelta 58.7 deg
    408. 

  408. step 337 - lrate 0.000000, wchange 957416351.25052249, angledelta 58.7 deg
    409. 

  409. step 338 - lrate 0.000000, wchange 959463253.86304009, angledelta 58.7 deg
    410. 

  410. step 339 - lrate 0.000000, wchange 961514870.10327029, angledelta 58.7 deg
    411. 

  411. step 340 - lrate 0.000000, wchange 963569310.65061975, angledelta 58.7 deg
    412. 

  412. step 341 - lrate 0.000000, wchange 965628562.34502661, angledelta 58.7 deg
    413. 

  413. step 342 - lrate 0.000000, wchange 967692357.51896870, angledelta 58.7 deg
    414. 

  414. step 343 - lrate 0.000000, wchange 969759815.13236487, angledelta 58.7 deg
    415. 

  415. step 344 - lrate 0.000000, wchange 971832626.48685205, angledelta 58.7 deg
    416. 

  416. step 345 - lrate 0.000000, wchange 973908314.72247446, angledelta 58.7 deg
    417. 

  417. step 346 - lrate 0.000000, wchange 975989581.03145707, angledelta 58.7 deg
    418. 

  418. step 347 - lrate 0.000000, wchange 978073801.63316345, angledelta 58.7 deg
    419. 

  419. step 348 - lrate 0.000000, wchange 980162977.46733224, angledelta 58.7 deg
    420. 

  420. step 349 - lrate 0.000000, wchange 982256573.52258003, angledelta 58.7 deg
    421. 

  421. step 350 - lrate 0.000000, wchange 984354194.48438847, angledelta 58.7 deg
    422. 

  422. step 351 - lrate 0.000000, wchange 986455501.61384249, angledelta 58.7 deg
    423. 

  423. step 352 - lrate 0.000000, wchange 988561681.40121865, angledelta 58.7 deg
    424. 

  424. step 353 - lrate 0.000000, wchange 990673440.45822847, angledelta 58.7 deg
    425. 

  425. step 354 - lrate 0.000000, wchange 992786855.35763407, angledelta 58.7 deg
    426. 

  426. step 355 - lrate 0.000000, wchange 994906311.21570861, angledelta 58.7 deg
    427. 

  427. step 356 - lrate 0.000000, wchange 997030279.42218637, angledelta 58.7 deg
    428. 

  428. step 357 - lrate 0.000000, wchange 999157336.74876964, angledelta 58.7 deg
    429. 

  429. step 358 - lrate 0.000000, wchange 1001289595.24340940, angledelta 58.7 deg
    430. 

  430. step 359 - lrate 0.000000, wchange 642056242.33707476, angledelta 58.7 deg
    431. 

  431. step 360 - lrate 0.000000, wchange 643151704.16122019, angledelta 58.7 deg
    432. 

  432. step 361 - lrate 0.000000, wchange 644249125.89082789, angledelta 58.7 deg
    433. 

  433. step 362 - lrate 0.000000, wchange 645348479.98138916, angledelta 58.7 deg
    434. 

  434. step 363 - lrate 0.000000, wchange 646449525.28696549, angledelta 58.7 deg
    435. 

  435. step 364 - lrate 0.000000, wchange 647552302.44439280, angledelta 58.7 deg
    436. 

  436. step 365 - lrate 0.000000, wchange 648657131.26243103, angledelta 58.7 deg
    437. 

  437. step 366 - lrate 0.000000, wchange 649763484.31067443, angledelta 58.7 deg
    438. 

  438. step 367 - lrate 0.000000, wchange 650871772.68413174, angledelta 58.7 deg
    439. 

  439. step 368 - lrate 0.000000, wchange 651981800.57092881, angledelta 58.7 deg
    440. 

  440. step 369 - lrate 0.000000, wchange 653094097.51102018, angledelta 58.7 deg
    441. 

  441. step 370 - lrate 0.000000, wchange 654207446.21359706, angledelta 58.7 deg
    442. 

  442. step 371 - lrate 0.000000, wchange 655323067.04452801, angledelta 58.7 deg
    443. 

  443. step 372 - lrate 0.000000, wchange 656440946.82349408, angledelta 58.7 deg
    444. 

  444. step 373 - lrate 0.000000, wchange 657559476.52322567, angledelta 58.7 deg
    445. 

  445. step 374 - lrate 0.000000, wchange 658680688.16288114, angledelta 58.7 deg
    446. 

  446. step 375 - lrate 0.000000, wchange 659803452.68151593, angledelta 58.7 deg
    447. 

  447. step 376 - lrate 0.000000, wchange 660928141.96195245, angledelta 58.7 deg
    448. 

  448. step 377 - lrate 0.000000, wchange 662054869.21567881, angledelta 58.7 deg
    449. 

  449. step 378 - lrate 0.000000, wchange 663183311.44643927, angledelta 58.7 deg
    450. 

  450. step 379 - lrate 0.000000, wchange 664312854.62118816, angledelta 58.7 deg
    451. 

  451. step 380 - lrate 0.000000, wchange 665444934.59608173, angledelta 58.7 deg
    452. 

  452. step 381 - lrate 0.000000, wchange 666578879.18064213, angledelta 58.7 deg
    453. 

  453. step 382 - lrate 0.000000, wchange 667714786.39159095, angledelta 58.7 deg
    454. 

  454. step 383 - lrate 0.000000, wchange 668851946.28359282, angledelta 58.7 deg
    455. 

  455. step 384 - lrate 0.000000, wchange 669991433.51831114, angledelta 58.7 deg
    456. 

  456. step 385 - lrate 0.000000, wchange 671132732.73662770, angledelta 58.7 deg
    457. 

  457. step 386 - lrate 0.000000, wchange 672276099.77612591, angledelta 58.7 deg
    458. 

  458. step 387 - lrate 0.000000, wchange 673420589.14655578, angledelta 58.7 deg
    459. 

  459. step 388 - lrate 0.000000, wchange 674567793.67912197, angledelta 58.7 deg
    460. 

  460. step 389 - lrate 0.000000, wchange 675716382.77676558, angledelta 58.7 deg
    461. 

  461. step 390 - lrate 0.000000, wchange 676866969.85661840, angledelta 58.7 deg
    462. 

  462. step 391 - lrate 0.000000, wchange 678019200.47217202, angledelta 58.7 deg
    463. 

  463. step 392 - lrate 0.000000, wchange 679173613.18417335, angledelta 58.7 deg
    464. 

  464. step 393 - lrate 0.000000, wchange 680329598.73449850, angledelta 58.7 deg
    465. 

  465. step 394 - lrate 0.000000, wchange 681487764.17655325, angledelta 58.7 deg
    466. 

  466. step 395 - lrate 0.000000, wchange 682647771.96139157, angledelta 58.7 deg
    467. 

  467. step 396 - lrate 0.000000, wchange 683809642.08611691, angledelta 58.7 deg
    468. 

  468. step 397 - lrate 0.000000, wchange 684973238.10635030, angledelta 58.7 deg
    469. 

  469. step 398 - lrate 0.000000, wchange 686138994.62215447, angledelta 58.7 deg
    470. 

  470. step 399 - lrate 0.000000, wchange 687306532.25762296, angledelta 58.7 deg
    471. 

  471. step 400 - lrate 0.000000, wchange 688475886.48617685, angledelta 58.7 deg
    472. 

  472. step 401 - lrate 0.000000, wchange 689647763.23865485, angledelta 58.7 deg
    473. 

  473. step 402 - lrate 0.000000, wchange 690820145.53295994, angledelta 58.7 deg
    474. 

  474. step 403 - lrate 0.000000, wchange 691995449.17602742, angledelta 58.7 deg
    475. 

  475. step 404 - lrate 0.000000, wchange 693172332.69707537, angledelta 58.7 deg
    476. 

  476. step 405 - lrate 0.000000, wchange 694351348.56945860, angledelta 58.7 deg
    477. 

  477. step 406 - lrate 0.000000, wchange 695531985.85462427, angledelta 58.7 deg
    478. 

  478. step 407 - lrate 0.000000, wchange 696715346.34348738, angledelta 58.7 deg
    479. 

  479. step 408 - lrate 0.000000, wchange 697899342.59909832, angledelta 58.7 deg
    480. 

  480. step 409 - lrate 0.000000, wchange 699085794.23054826, angledelta 58.7 deg
    481. 

  481. step 410 - lrate 0.000000, wchange 700275009.76301527, angledelta 58.7 deg
    482. 

  482. step 411 - lrate 0.000000, wchange 701464977.58821070, angledelta 58.7 deg
    483. 

  483. step 412 - lrate 0.000000, wchange 702657410.16964364, angledelta 58.7 deg
    484. 

  484. step 413 - lrate 0.000000, wchange 703851469.59209013, angledelta 58.7 deg
    485. 

  485. step 414 - lrate 0.000000, wchange 705047843.73018491, angledelta 58.7 deg
    486. 

  486. step 415 - lrate 0.000000, wchange 706246417.27874255, angledelta 58.7 deg
    487. 

  487. step 416 - lrate 0.000000, wchange 707446379.10013425, angledelta 58.7 deg
    488. 

  488. step 417 - lrate 0.000000, wchange 708648345.64995480, angledelta 58.7 deg
    489. 

  489. step 418 - lrate 0.000000, wchange 709852125.09426224, angledelta 58.7 deg
    490. 

  490. step 419 - lrate 0.000000, wchange 711057967.06931186, angledelta 58.7 deg
    491. 

  491. step 420 - lrate 0.000000, wchange 712265774.21705866, angledelta 58.7 deg
    492. 

  492. step 421 - lrate 0.000000, wchange 713476574.11483419, angledelta 58.7 deg
    493. 

  493. step 422 - lrate 0.000000, wchange 714687376.09656429, angledelta 58.7 deg
    494. 

  494. step 423 - lrate 0.000000, wchange 715901134.76412344, angledelta 58.7 deg
    495. 

  495. step 424 - lrate 0.000000, wchange 717117096.51312006, angledelta 58.7 deg
    496. 

  496. step 425 - lrate 0.000000, wchange 718334596.94867969, angledelta 58.7 deg
    497. 

  497. step 426 - lrate 0.000000, wchange 719554759.20687616, angledelta 58.7 deg
    498. 

  498. step 427 - lrate 0.000000, wchange 720775706.68926740, angledelta 58.7 deg
    499. 

  499. step 428 - lrate 0.000000, wchange 721999589.23131752, angledelta 58.7 deg
    500. 

  500. step 429 - lrate 0.000000, wchange 723225029.86363769, angledelta 58.7 deg
    501. 

  501. step 430 - lrate 0.000000, wchange 724452995.37432551, angledelta 58.7 deg
    502. 

  502. step 431 - lrate 0.000000, wchange 725682119.00564086, angledelta 58.7 deg
    503. 

  503. step 432 - lrate 0.000000, wchange 726913570.75242126, angledelta 58.7 deg
    504. 

  504. step 433 - lrate 0.000000, wchange 728147325.32395303, angledelta 58.7 deg
    505. 

  505. step 434 - lrate 0.000000, wchange 729382653.13968539, angledelta 58.7 deg
    506. 

  506. step 435 - lrate 0.000000, wchange 730620218.64433169, angledelta 58.7 deg
    507. 

  507. step 436 - lrate 0.000000, wchange 731859416.26800907, angledelta 58.7 deg
    508. 

  508. step 437 - lrate 0.000000, wchange 733101053.81974220, angledelta 58.7 deg
    509. 

  509. step 438 - lrate 0.000000, wchange 734344527.43817556, angledelta 58.7 deg
    510. 

  510. step 439 - lrate 0.000000, wchange 735591521.46908462, angledelta 58.7 deg
    511. 

  511. step 440 - lrate 0.000000, wchange 736837364.53186703, angledelta 58.7 deg
    512. 

  512. step 441 - lrate 0.000000, wchange 738087539.73773873, angledelta 58.7 deg
    513. 

  513. step 442 - lrate 0.000000, wchange 739338699.57212579, angledelta 58.7 deg
    514. 

  514. step 443 - lrate 0.000000, wchange 740591898.27512634, angledelta 58.7 deg
    515. 

  515. step 444 - lrate 0.000000, wchange 741847412.29865479, angledelta 58.7 deg
    516. 

  516. step 445 - lrate 0.000000, wchange 743104999.47575021, angledelta 58.7 deg
    517. 

  517. step 446 - lrate 0.000000, wchange 744364814.16446090, angledelta 58.7 deg
    518. 

  518. step 447 - lrate 0.000000, wchange 745626378.12713444, angledelta 58.7 deg
    519. 

  519. step 448 - lrate 0.000000, wchange 746889848.18866134, angledelta 58.7 deg
    520. 

  520. step 449 - lrate 0.000000, wchange 748155479.46667969, angledelta 58.7 deg
    521. 

  521. step 450 - lrate 0.000000, wchange 749423161.44642651, angledelta 58.7 deg
    522. 

  522. step 451 - lrate 0.000000, wchange 750693192.85509372, angledelta 58.7 deg
    523. 

  523. step 452 - lrate 0.000000, wchange 751965480.00486064, angledelta 58.7 deg
    524. 

  524. step 453 - lrate 0.000000, wchange 753238820.55135012, angledelta 58.7 deg
    525. 

  525. step 454 - lrate 0.000000, wchange 754514704.83297408, angledelta 58.7 deg
    526. 

  526. step 455 - lrate 0.000000, wchange 755793008.59222400, angledelta 58.7 deg
    527. 

  527. step 456 - lrate 0.000000, wchange 757072932.72773278, angledelta 58.7 deg
    528. 

  528. step 457 - lrate 0.000000, wchange 758354896.08476889, angledelta 58.7 deg
    529. 

  529. step 458 - lrate 0.000000, wchange 759639015.56160581, angledelta 58.7 deg
    530. 

  530. step 459 - lrate 0.000000, wchange 760925148.78721309, angledelta 58.7 deg
    531. 

  531. step 460 - lrate 0.000000, wchange 762213281.89395595, angledelta 58.7 deg
    532. 

  532. step 461 - lrate 0.000000, wchange 763503664.99292016, angledelta 58.7 deg
    533. 

  533. step 462 - lrate 0.000000, wchange 764796319.89508581, angledelta 58.7 deg
    534. 

  534. step 463 - lrate 0.000000, wchange 766090400.10856283, angledelta 58.7 deg
    535. 

  535. step 464 - lrate 0.000000, wchange 767387294.21795404, angledelta 58.7 deg
    536. 

  536. step 465 - lrate 0.000000, wchange 768685709.81932592, angledelta 58.7 deg
    537. 

  537. step 466 - lrate 0.000000, wchange 769986452.41592419, angledelta 58.7 deg
    538. 

  538. step 467 - lrate 0.000000, wchange 771289260.02641129, angledelta 58.7 deg
    539. 

  539. step 468 - lrate 0.000000, wchange 772594126.95686436, angledelta 58.7 deg
    540. 

  540. step 469 - lrate 0.000000, wchange 773901105.67308819, angledelta 58.7 deg
    541. 

  541. step 470 - lrate 0.000000, wchange 775210538.30968297, angledelta 58.7 deg
    542. 

  542. step 471 - lrate 0.000000, wchange 776521247.65963733, angledelta 58.7 deg
    543. 

  543. step 472 - lrate 0.000000, wchange 777834565.65350997, angledelta 58.7 deg
    544. 

  544. step 473 - lrate 0.000000, wchange 779150279.59811187, angledelta 58.7 deg
    545. 

  545. step 474 - lrate 0.000000, wchange 780467629.44302166, angledelta 58.7 deg
    546. 

  546. step 475 - lrate 0.000000, wchange 781787856.76504540, angledelta 58.7 deg
    547. 

  547. step 476 - lrate 0.000000, wchange 783108637.84307694, angledelta 58.7 deg
    548. 

  548. step 477 - lrate 0.000000, wchange 784432500.58452344, angledelta 58.7 deg
    549. 

  549. step 478 - lrate 0.000000, wchange 785758654.90333784, angledelta 58.7 deg
    550. 

  550. step 479 - lrate 0.000000, wchange 787086871.34331512, angledelta 58.7 deg
    551. 

  551. step 480 - lrate 0.000000, wchange 788417157.91842294, angledelta 58.7 deg
    552. 

  552. step 481 - lrate 0.000000, wchange 789749178.84349811, angledelta 58.7 deg
    553. 

  553. step 482 - lrate 0.000000, wchange 791083727.69903290, angledelta 58.7 deg
    554. 

  554. step 483 - lrate 0.000000, wchange 792420193.11134362, angledelta 58.7 deg
    555. 

  555. step 484 - lrate 0.000000, wchange 793759386.25756228, angledelta 58.7 deg
    556. 

  556. step 485 - lrate 0.000000, wchange 795100274.00153756, angledelta 58.7 deg
    557. 

  557. step 486 - lrate 0.000000, wchange 796442935.44362187, angledelta 58.7 deg
    558. 

  558. step 487 - lrate 0.000000, wchange 797788490.03263235, angledelta 58.7 deg
    559. 

  559. step 488 - lrate 0.000000, wchange 799135128.89091194, angledelta 58.7 deg
    560. 

  560. step 489 - lrate 0.000000, wchange 800485034.72725427, angledelta 58.7 deg
    561. 

  561. step 490 - lrate 0.000000, wchange 801836003.59431875, angledelta 58.7 deg
    562. 

  562. step 491 - lrate 0.000000, wchange 803189962.36425781, angledelta 58.7 deg
    563. 

  563. step 492 - lrate 0.000000, wchange 804545866.57327735, angledelta 58.7 deg
    564. 

  564. step 493 - lrate 0.000000, wchange 805903955.28033388, angledelta 58.7 deg
    565. 

  565. step 494 - lrate 0.000000, wchange 807264496.76615667, angledelta 58.7 deg
    566. 

  566. step 495 - lrate 0.000000, wchange 808627188.36561656, angledelta 58.7 deg
    567. 

  567. step 496 - lrate 0.000000, wchange 809991481.60438275, angledelta 58.7 deg
    568. 

  568. step 497 - lrate 0.000000, wchange 811358515.75015628, angledelta 58.7 deg
    569. 

  569. step 498 - lrate 0.000000, wchange 812726901.64664817, angledelta 58.7 deg
    570. 

  570. step 499 - lrate 0.000000, wchange 814097921.57465267, angledelta 58.7 deg
    571. 

  571. step 500 - lrate 0.000000, wchange 815471337.07014287, angledelta 58.7 deg
    572. 

  572. step 501 - lrate 0.000000, wchange 816846893.64508712, angledelta 58.7 deg
    573. 

  573. step 502 - lrate 0.000000, wchange 818224500.02951384, angledelta 58.7 deg
    574. 

  574. step 503 - lrate 0.000000, wchange 819604798.52391005, angledelta 58.7 deg
    575. 

  575. step 504 - lrate 0.000000, wchange 820986662.16670704, angledelta 58.7 deg
    576. 

  576. step 505 - lrate 0.000000, wchange 822371409.64455473, angledelta 58.7 deg
    577. 

  577. step 506 - lrate 0.000000, wchange 823757313.42572963, angledelta 58.7 deg
    578. 

  578. step 507 - lrate 0.000000, wchange 825145864.65784216, angledelta 58.7 deg
    579. 

  579. step 508 - lrate 0.000000, wchange 826536954.20775867, angledelta 58.7 deg
    580. 

  580. step 509 - lrate 0.000000, wchange 827930251.17002594, angledelta 58.7 deg
    581. 

  581. step 510 - lrate 0.000000, wchange 829325572.77775562, angledelta 58.7 deg
    582. 

  582. step 511 - lrate 0.000000, wchange 830722915.46440339, angledelta 58.7 deg
    583. 

  583. step 512 - lrate 0.000000, wchange 832122767.14880788, angledelta 58.7 deg
    584. 

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