We use cookies to ensure you get the best experience on our website
Halaman utama Jelajahi Bantuan News
Daftar Masuk
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Fork 1
Berkas Masalah 0 Permintaan Tarik 0 Wiki
Pohon: 3d14e9893d
Ranting Tag
eegmp_preproc
/
code
/
a3_ica
/
logs
/
eegmp_ica_12.out

eegmp_ica_12.out 39 KB
Riwayat Download

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590 
  1. ------------------------------------------
    2. 

  2. Setting up environment variables
    3. 

  3. ---
    4. 

  4. LD_LIBRARY_PATH is .:/opt/matlab/R2016b/runtime/glnxa64:/opt/matlab/R2016b/bin/glnxa64:/opt/matlab/R2016b/sys/os/glnxa64:/opt/matlab/R2016b/sys/opengl/lib/glnxa64
    5. 

  5. processing sub-012
    6. 

  6. Warning: sampleinfo in the configuration is inconsistent with the actual data
    7. 

  7.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/private/fixsampleinfo.m' at line 100
    8. 

  8.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/ft_datatype_raw.m' at line 148
    9. 

  9.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/utilities/ft_checkdata.m' at line 277
    10. 

  10.  In '/mnt/beegfs/home/kosciessa/.mcrCache9.1/a3_ica0/mnt/beegfs/home/kosciessa/EEGManyPipelines/eegmp_preproc/tools/fieldtrip/ft_preprocessing.m' at line 288
    11. 

  11. 

  12. Warning: reconstructing sampleinfo by assuming that the trials are consecutive segments of a continuous recording
    13. 

  13. the call to "ft_selectdata" took 1 seconds and required the additional allocation of an estimated 304 MB
    14. 

  14. preprocessing
    15. 

  15. preprocessing trial 1 from 1
    16. 

  16. the call to "ft_preprocessing" took 2 seconds and required the additional allocation of an estimated 325 MB
    17. 

  17. the input is raw data with 71 channels and 2148 trials
    18. 

  18. the call to "ft_selectdata" took 0 seconds and required the additional allocation of an estimated 3 MB
    19. 

  19. scaling data with 1 over 68.318018
    20. 

  20. concatenating data
    21. 

  21. concatenating trials...
    22. 

  22. Concatenating trial 712 from 2148Concatenating trial 1364 from 2148Concatenating trial 1950 from 2148Concatenating trial 2148 from 2148
    23. 

  23. concatenated data matrix size 71x1074000
    24. 

  24. starting decomposition using runica
    25. 

  25. 

  26. Input data size [71,1074000] = 71 channels, 1074000 frames
    27. 

  27. Finding 71 ICA components using extended ICA.
    28. 

  28. Kurtosis will be calculated initially every 1 blocks using 6000 data points.
    29. 

  29. Decomposing 213 frames per ICA weight ((5041)^2 = 1074000 weights, Initial learning rate will be 0.001, block size 70.
    30. 

  30. Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
    31. 

  31. More than 32 channels: default stopping weight change 1E-7
    32. 

  32. Training will end when wchange < 1e-07 or after 512 steps.
    33. 

  33. Online bias adjustment will be used.
    34. 

  34. Removing mean of each channel ...
    35. 

  35. Final training data range: -6.48447 to 5.82479
    36. 

  36. Computing the sphering matrix...
    37. 

  37. Starting weights are the identity matrix ...
    38. 

  38. Sphering the data ...
    39. 

  39. Beginning ICA training ... first training step may be slow ...
    40. 

  40. Lowering learning rate to 0.0009 and starting again.
    41. 

  41. Lowering learning rate to 0.00081 and starting again.
    42. 

  42. Lowering learning rate to 0.000729 and starting again.
    43. 

  43. Lowering learning rate to 0.0006561 and starting again.
    44. 

  44. Lowering learning rate to 0.00059049 and starting again.
    45. 

  45. Lowering learning rate to 0.000531441 and starting again.
    46. 

  46. Lowering learning rate to 0.000478297 and starting again.
    47. 

  47. Lowering learning rate to 0.000430467 and starting again.
    48. 

  48. Lowering learning rate to 0.00038742 and starting again.
    49. 

  49. Lowering learning rate to 0.000348678 and starting again.
    50. 

  50. Lowering learning rate to 0.000313811 and starting again.
    51. 

  51. Lowering learning rate to 0.00028243 and starting again.
    52. 

  52. Lowering learning rate to 0.000254187 and starting again.
    53. 

  53. Lowering learning rate to 0.000228768 and starting again.
    54. 

  54. Lowering learning rate to 0.000205891 and starting again.
    55. 

  55. Lowering learning rate to 0.000185302 and starting again.
    56. 

  56. Lowering learning rate to 0.000166772 and starting again.
    57. 

  57. Lowering learning rate to 0.000150095 and starting again.
    58. 

  58. step 1 - lrate 0.000150, wchange 47.75812496, angledelta  0.0 deg
    59. 

  59. step 2 - lrate 0.000150, wchange 7.27512488, angledelta  0.0 deg
    60. 

  60. Lowering learning rate to 0.000135085 and starting again.
    61. 

  61. step 1 - lrate 0.000135, wchange 46.27157334, angledelta  0.0 deg
    62. 

  62. step 2 - lrate 0.000135, wchange 6.08565429, angledelta  0.0 deg
    63. 

  63. step 3 - lrate 0.000135, wchange 6.40338908, angledelta 90.5 deg
    64. 

  64. step 4 - lrate 0.000132, wchange 7.72419660, angledelta 120.1 deg
    65. 

  65. step 5 - lrate 0.000130, wchange 7.24685909, angledelta 119.2 deg
    66. 

  66. step 6 - lrate 0.000127, wchange 6.22086769, angledelta 119.5 deg
    67. 

  67. step 7 - lrate 0.000125, wchange 5.84911335, angledelta 117.2 deg
    68. 

  68. Lowering learning rate to 0.000109896 and starting again.
    69. 

  69. step 1 - lrate 0.000110, wchange 45.28494307, angledelta  0.0 deg
    70. 

  70. step 2 - lrate 0.000110, wchange 5.77654844, angledelta  0.0 deg
    71. 

  71. step 3 - lrate 0.000110, wchange 6.54166603, angledelta 92.0 deg
    72. 

  72. step 4 - lrate 0.000108, wchange 5.76529813, angledelta 121.9 deg
    73. 

  73. step 5 - lrate 0.000106, wchange 6.36471163, angledelta 109.8 deg
    74. 

  74. step 6 - lrate 0.000103, wchange 5.72450016, angledelta 124.6 deg
    75. 

  75. step 7 - lrate 0.000101, wchange 5.48231341, angledelta 114.2 deg
    76. 

  76. Lowering learning rate to 8.94033e-05 and starting again.
    77. 

  77. step 1 - lrate 0.000089, wchange 43.49703067, angledelta  0.0 deg
    78. 

  78. step 2 - lrate 0.000089, wchange 5.39849881, angledelta  0.0 deg
    79. 

  79. step 3 - lrate 0.000089, wchange 5.00278777, angledelta 87.7 deg
    80. 

  80. step 4 - lrate 0.000088, wchange 4.63986675, angledelta 116.7 deg
    81. 

  81. step 5 - lrate 0.000086, wchange 5.30481381, angledelta 116.7 deg
    82. 

  82. step 6 - lrate 0.000084, wchange 4.32468004, angledelta 117.0 deg
    83. 

  83. step 7 - lrate 0.000082, wchange 4.15798822, angledelta 108.4 deg
    84. 

  84. step 8 - lrate 0.000081, wchange 4.73499955, angledelta 115.5 deg
    85. 

  85. step 9 - lrate 0.000079, wchange 5.47796618, angledelta 120.2 deg
    86. 

  86. step 10 - lrate 0.000078, wchange 4.79526158, angledelta 118.5 deg
    87. 

  87. step 11 - lrate 0.000076, wchange 4.56808748, angledelta 116.2 deg
    88. 

  88. step 12 - lrate 0.000075, wchange 4.61216362, angledelta 121.6 deg
    89. 

  89. step 13 - lrate 0.000073, wchange 4.53276311, angledelta 116.6 deg
    90. 

  90. step 14 - lrate 0.000072, wchange 3.88894622, angledelta 116.3 deg
    91. 

  91. step 15 - lrate 0.000070, wchange 3.94377464, angledelta 115.3 deg
    92. 

  92. step 16 - lrate 0.000069, wchange 4.26818174, angledelta 113.9 deg
    93. 

  93. step 17 - lrate 0.000067, wchange 3.79584571, angledelta 116.9 deg
    94. 

  94. step 18 - lrate 0.000066, wchange 3.29233763, angledelta 114.0 deg
    95. 

  95. step 19 - lrate 0.000065, wchange 3.08770271, angledelta 114.7 deg
    96. 

  96. step 20 - lrate 0.000063, wchange 3.37324607, angledelta 115.6 deg
    97. 

  97. step 21 - lrate 0.000062, wchange 3.51373697, angledelta 111.9 deg
    98. 

  98. step 22 - lrate 0.000061, wchange 3.68288624, angledelta 117.6 deg
    99. 

  99. step 23 - lrate 0.000060, wchange 3.90801837, angledelta 116.0 deg
    100. 

  100. step 24 - lrate 0.000058, wchange 3.77276239, angledelta 122.8 deg
    101. 

  101. step 25 - lrate 0.000057, wchange 2.88964471, angledelta 116.1 deg
    102. 

  102. step 26 - lrate 0.000056, wchange 2.96993213, angledelta 116.7 deg
    103. 

  103. step 27 - lrate 0.000055, wchange 2.54350179, angledelta 107.5 deg
    104. 

  104. step 28 - lrate 0.000054, wchange 2.64959973, angledelta 116.8 deg
    105. 

  105. step 29 - lrate 0.000053, wchange 3.11371967, angledelta 108.0 deg
    106. 

  106. step 30 - lrate 0.000052, wchange 3.15663718, angledelta 114.7 deg
    107. 

  107. step 31 - lrate 0.000051, wchange 2.39330882, angledelta 113.3 deg
    108. 

  108. step 32 - lrate 0.000050, wchange 2.66377812, angledelta 109.1 deg
    109. 

  109. step 33 - lrate 0.000049, wchange 2.48775947, angledelta 117.1 deg
    110. 

  110. step 34 - lrate 0.000048, wchange 2.62094325, angledelta 113.0 deg
    111. 

  111. step 35 - lrate 0.000047, wchange 2.99198054, angledelta 115.1 deg
    112. 

  112. step 36 - lrate 0.000046, wchange 2.53800624, angledelta 113.5 deg
    113. 

  113. step 37 - lrate 0.000045, wchange 2.35715763, angledelta 116.2 deg
    114. 

  114. step 38 - lrate 0.000044, wchange 2.54029883, angledelta 117.6 deg
    115. 

  115. step 39 - lrate 0.000043, wchange 2.69050770, angledelta 109.6 deg
    116. 

  116. step 40 - lrate 0.000042, wchange 1.94100351, angledelta 109.3 deg
    117. 

  117. step 41 - lrate 0.000041, wchange 2.52414403, angledelta 109.9 deg
    118. 

  118. step 42 - lrate 0.000041, wchange 2.09179812, angledelta 119.4 deg
    119. 

  119. step 43 - lrate 0.000040, wchange 1.87326538, angledelta 116.6 deg
    120. 

  120. step 44 - lrate 0.000039, wchange 1.99525392, angledelta 124.2 deg
    121. 

  121. step 45 - lrate 0.000038, wchange 1.92800124, angledelta 118.0 deg
    122. 

  122. step 46 - lrate 0.000038, wchange 1.90484951, angledelta 117.6 deg
    123. 

  123. step 47 - lrate 0.000037, wchange 0.90553942, angledelta 103.1 deg
    124. 

  124. step 48 - lrate 0.000036, wchange 1.33023768, angledelta 123.0 deg
    125. 

  125. step 49 - lrate 0.000035, wchange 0.73601086, angledelta 113.3 deg
    126. 

  126. step 50 - lrate 0.000035, wchange 1.65598302, angledelta 109.9 deg
    127. 

  127. step 51 - lrate 0.000034, wchange 1.13940629, angledelta 125.8 deg
    128. 

  128. step 52 - lrate 0.000033, wchange 1.02856584, angledelta 99.3 deg
    129. 

  129. step 53 - lrate 0.000033, wchange 0.73966071, angledelta 114.1 deg
    130. 

  130. step 54 - lrate 0.000032, wchange 1.14698775, angledelta 107.4 deg
    131. 

  131. step 55 - lrate 0.000031, wchange 0.45739770, angledelta 123.9 deg
    132. 

  132. step 56 - lrate 0.000031, wchange 1.36923891, angledelta 84.9 deg
    133. 

  133. step 57 - lrate 0.000030, wchange 0.59995914, angledelta 98.2 deg
    134. 

  134. step 58 - lrate 0.000029, wchange 0.91956942, angledelta 113.3 deg
    135. 

  135. step 59 - lrate 0.000029, wchange 0.68146951, angledelta 119.5 deg
    136. 

  136. step 60 - lrate 0.000028, wchange 0.84278948, angledelta 105.2 deg
    137. 

  137. step 61 - lrate 0.000028, wchange 0.48098564, angledelta 107.7 deg
    138. 

  138. step 62 - lrate 0.000027, wchange 1.20406461, angledelta 117.5 deg
    139. 

  139. step 63 - lrate 0.000027, wchange 0.18958294, angledelta 110.9 deg
    140. 

  140. step 64 - lrate 0.000026, wchange 1.07716820, angledelta 101.0 deg
    141. 

  141. step 65 - lrate 0.000026, wchange 0.95480877, angledelta 149.4 deg
    142. 

  142. step 66 - lrate 0.000025, wchange 1.03376367, angledelta 149.1 deg
    143. 

  143. step 67 - lrate 0.000025, wchange 0.17398294, angledelta 117.5 deg
    144. 

  144. step 68 - lrate 0.000024, wchange 0.06406406, angledelta 93.7 deg
    145. 

  145. step 69 - lrate 0.000024, wchange 0.10913693, angledelta 105.5 deg
    146. 

  146. step 70 - lrate 0.000023, wchange 0.10818821, angledelta 127.2 deg
    147. 

  147. step 71 - lrate 0.000023, wchange 0.82641364, angledelta 110.8 deg
    148. 

  148. step 72 - lrate 0.000022, wchange 0.71220406, angledelta 155.1 deg
    149. 

  149. step 73 - lrate 0.000022, wchange 0.11508202, angledelta 91.6 deg
    150. 

  150. step 74 - lrate 0.000021, wchange 0.07272461, angledelta 100.4 deg
    151. 

  151. step 75 - lrate 0.000021, wchange 0.10015125, angledelta 108.0 deg
    152. 

  152. step 76 - lrate 0.000020, wchange 1.32343359, angledelta 73.3 deg
    153. 

  153. step 77 - lrate 0.000020, wchange 0.18698296, angledelta 98.2 deg
    154. 

  154. step 78 - lrate 0.000020, wchange 0.08740614, angledelta 92.7 deg
    155. 

  155. step 79 - lrate 0.000019, wchange 0.08121653, angledelta 99.9 deg
    156. 

  156. step 80 - lrate 0.000019, wchange 0.17328115, angledelta 125.3 deg
    157. 

  157. step 81 - lrate 0.000018, wchange 0.06824039, angledelta 99.6 deg
    158. 

  158. step 82 - lrate 0.000018, wchange 0.05818893, angledelta 127.7 deg
    159. 

  159. step 83 - lrate 0.000018, wchange 0.45467253, angledelta 102.3 deg
    160. 

  160. step 84 - lrate 0.000017, wchange 0.19532715, angledelta 52.4 deg
    161. 

  161. step 85 - lrate 0.000017, wchange 0.11325346, angledelta 123.7 deg
    162. 

  162. step 86 - lrate 0.000017, wchange 0.05972911, angledelta 107.3 deg
    163. 

  163. step 87 - lrate 0.000017, wchange 0.14974755, angledelta 98.3 deg
    164. 

  164. step 88 - lrate 0.000016, wchange 0.15243034, angledelta 145.4 deg
    165. 

  165. step 89 - lrate 0.000016, wchange 0.08935907, angledelta 111.9 deg
    166. 

  166. step 90 - lrate 0.000016, wchange 0.10678734, angledelta 142.6 deg
    167. 

  167. step 91 - lrate 0.000015, wchange 0.19053624, angledelta 119.7 deg
    168. 

  168. step 92 - lrate 0.000015, wchange 0.03564010, angledelta 96.6 deg
    169. 

  169. step 93 - lrate 0.000015, wchange 0.13890573, angledelta 100.7 deg
    170. 

  170. step 94 - lrate 0.000015, wchange 0.07118519, angledelta 122.1 deg
    171. 

  171. step 95 - lrate 0.000014, wchange 0.11350303, angledelta 129.8 deg
    172. 

  172. step 96 - lrate 0.000014, wchange 0.11331160, angledelta 127.5 deg
    173. 

  173. step 97 - lrate 0.000014, wchange 0.04690434, angledelta 119.2 deg
    174. 

  174. step 98 - lrate 0.000013, wchange 0.07385901, angledelta 116.7 deg
    175. 

  175. step 99 - lrate 0.000013, wchange 0.05558329, angledelta 134.0 deg
    176. 

  176. step 100 - lrate 0.000013, wchange 0.03788040, angledelta 109.4 deg
    177. 

  177. step 101 - lrate 0.000013, wchange 0.03831067, angledelta 124.5 deg
    178. 

  178. step 102 - lrate 0.000012, wchange 0.03189327, angledelta 115.4 deg
    179. 

  179. step 103 - lrate 0.000012, wchange 0.04937437, angledelta 118.3 deg
    180. 

  180. step 104 - lrate 0.000012, wchange 0.02973170, angledelta 123.9 deg
    181. 

  181. step 105 - lrate 0.000012, wchange 0.04315065, angledelta 131.1 deg
    182. 

  182. step 106 - lrate 0.000011, wchange 0.05883142, angledelta 127.3 deg
    183. 

  183. step 107 - lrate 0.000011, wchange 0.05750075, angledelta 118.7 deg
    184. 

  184. step 108 - lrate 0.000011, wchange 0.03582280, angledelta 127.0 deg
    185. 

  185. step 109 - lrate 0.000011, wchange 0.16246959, angledelta 111.3 deg
    186. 

  186. step 110 - lrate 0.000011, wchange 0.07028741, angledelta 128.3 deg
    187. 

  187. step 111 - lrate 0.000010, wchange 0.09850501, angledelta 86.6 deg
    188. 

  188. step 112 - lrate 0.000010, wchange 0.03108726, angledelta 104.6 deg
    189. 

  189. step 113 - lrate 0.000010, wchange 0.02704563, angledelta 110.5 deg
    190. 

  190. step 114 - lrate 0.000010, wchange 0.03760971, angledelta 115.9 deg
    191. 

  191. step 115 - lrate 0.000009, wchange 0.03109070, angledelta 122.9 deg
    192. 

  192. step 116 - lrate 0.000009, wchange 0.03727941, angledelta 122.6 deg
    193. 

  193. step 117 - lrate 0.000009, wchange 0.02105416, angledelta 121.8 deg
    194. 

  194. step 118 - lrate 0.000009, wchange 0.03714290, angledelta 97.7 deg
    195. 

  195. step 119 - lrate 0.000009, wchange 0.12344911, angledelta 111.4 deg
    196. 

  196. step 120 - lrate 0.000009, wchange 0.19846420, angledelta 124.2 deg
    197. 

  197. step 121 - lrate 0.000008, wchange 0.13851724, angledelta 130.8 deg
    198. 

  198. step 122 - lrate 0.000008, wchange 0.12286264, angledelta 100.2 deg
    199. 

  199. step 123 - lrate 0.000008, wchange 0.12523839, angledelta 150.9 deg
    200. 

  200. step 124 - lrate 0.000008, wchange 0.02281069, angledelta 107.6 deg
    201. 

  201. step 125 - lrate 0.000008, wchange 0.02196689, angledelta 108.1 deg
    202. 

  202. step 126 - lrate 0.000008, wchange 0.12044573, angledelta 108.7 deg
    203. 

  203. step 127 - lrate 0.000007, wchange 0.12190613, angledelta 155.3 deg
    204. 

  204. step 128 - lrate 0.000007, wchange 0.08278712, angledelta 156.0 deg
    205. 

  205. step 129 - lrate 0.000007, wchange 0.02212155, angledelta 81.8 deg
    206. 

  206. step 130 - lrate 0.000007, wchange 0.10960995, angledelta 122.3 deg
    207. 

  207. step 131 - lrate 0.000007, wchange 0.02237181, angledelta 98.7 deg
    208. 

  208. step 132 - lrate 0.000007, wchange 0.03161970, angledelta 114.9 deg
    209. 

  209. step 133 - lrate 0.000007, wchange 0.12548177, angledelta 108.9 deg
    210. 

  210. step 134 - lrate 0.000006, wchange 0.01525722, angledelta 105.3 deg
    211. 

  211. step 135 - lrate 0.000006, wchange 0.12014632, angledelta 99.8 deg
    212. 

  212. step 136 - lrate 0.000006, wchange 0.02053818, angledelta 108.8 deg
    213. 

  213. step 137 - lrate 0.000006, wchange 0.01266538, angledelta 104.0 deg
    214. 

  214. step 138 - lrate 0.000006, wchange 0.02376967, angledelta 119.3 deg
    215. 

  215. step 139 - lrate 0.000006, wchange 0.03236403, angledelta 136.3 deg
    216. 

  216. step 140 - lrate 0.000006, wchange 0.01778869, angledelta 131.0 deg
    217. 

  217. step 141 - lrate 0.000006, wchange 0.01219217, angledelta 107.7 deg
    218. 

  218. step 142 - lrate 0.000006, wchange 0.01939312, angledelta 125.4 deg
    219. 

  219. step 143 - lrate 0.000005, wchange 0.01866530, angledelta 130.3 deg
    220. 

  220. step 144 - lrate 0.000005, wchange 0.00767618, angledelta 112.5 deg
    221. 

  221. step 145 - lrate 0.000005, wchange 0.00906034, angledelta 104.4 deg
    222. 

  222. step 146 - lrate 0.000005, wchange 0.00549576, angledelta 113.6 deg
    223. 

  223. step 147 - lrate 0.000005, wchange 0.01329638, angledelta 105.4 deg
    224. 

  224. step 148 - lrate 0.000005, wchange 0.01863643, angledelta 114.2 deg
    225. 

  225. step 149 - lrate 0.000005, wchange 0.02228507, angledelta 125.8 deg
    226. 

  226. step 150 - lrate 0.000005, wchange 0.08828624, angledelta 129.8 deg
    227. 

  227. step 151 - lrate 0.000005, wchange 0.09583221, angledelta 152.9 deg
    228. 

  228. step 152 - lrate 0.000004, wchange 0.01188985, angledelta 108.5 deg
    229. 

  229. step 153 - lrate 0.000004, wchange 0.01058385, angledelta 107.5 deg
    230. 

  230. step 154 - lrate 0.000004, wchange 0.01142196, angledelta 122.3 deg
    231. 

  231. step 155 - lrate 0.000004, wchange 0.01168394, angledelta 118.2 deg
    232. 

  232. step 156 - lrate 0.000004, wchange 0.10838353, angledelta 97.3 deg
    233. 

  233. step 157 - lrate 0.000004, wchange 0.11706940, angledelta 158.1 deg
    234. 

  234. step 158 - lrate 0.000004, wchange 0.01803866, angledelta 107.5 deg
    235. 

  235. step 159 - lrate 0.000004, wchange 0.01105204, angledelta 128.3 deg
    236. 

  236. step 160 - lrate 0.000004, wchange 0.01322734, angledelta 119.1 deg
    237. 

  237. step 161 - lrate 0.000004, wchange 0.01676912, angledelta 122.8 deg
    238. 

  238. step 162 - lrate 0.000004, wchange 0.00880379, angledelta 128.2 deg
    239. 

  239. step 163 - lrate 0.000004, wchange 0.00696983, angledelta 122.9 deg
    240. 

  240. step 164 - lrate 0.000004, wchange 0.01593138, angledelta 103.5 deg
    241. 

  241. step 165 - lrate 0.000003, wchange 0.07592522, angledelta 104.2 deg
    242. 

  242. step 166 - lrate 0.000003, wchange 0.10799552, angledelta 154.2 deg
    243. 

  243. step 167 - lrate 0.000003, wchange 0.03123863, angledelta 122.7 deg
    244. 

  244. step 168 - lrate 0.000003, wchange 0.00949242, angledelta 67.6 deg
    245. 

  245. step 169 - lrate 0.000003, wchange 0.01006351, angledelta 98.9 deg
    246. 

  246. step 170 - lrate 0.000003, wchange 0.00628333, angledelta 133.2 deg
    247. 

  247. step 171 - lrate 0.000003, wchange 0.00612570, angledelta 105.5 deg
    248. 

  248. step 172 - lrate 0.000003, wchange 0.00573614, angledelta 117.5 deg
    249. 

  249. step 173 - lrate 0.000003, wchange 0.01430688, angledelta 130.6 deg
    250. 

  250. step 174 - lrate 0.000003, wchange 0.01220545, angledelta 140.3 deg
    251. 

  251. step 175 - lrate 0.000003, wchange 0.01174303, angledelta 111.5 deg
    252. 

  252. step 176 - lrate 0.000003, wchange 0.00771995, angledelta 110.3 deg
    253. 

  253. step 177 - lrate 0.000003, wchange 0.01095827, angledelta 100.6 deg
    254. 

  254. step 178 - lrate 0.000003, wchange 0.00389056, angledelta 106.9 deg
    255. 

  255. step 179 - lrate 0.000003, wchange 0.00501884, angledelta 110.1 deg
    256. 

  256. step 180 - lrate 0.000003, wchange 0.00285700, angledelta 113.4 deg
    257. 

  257. step 181 - lrate 0.000003, wchange 0.04411022, angledelta 96.5 deg
    258. 

  258. step 182 - lrate 0.000002, wchange 0.04219763, angledelta 160.7 deg
    259. 

  259. step 183 - lrate 0.000002, wchange 0.01334698, angledelta 151.5 deg
    260. 

  260. step 184 - lrate 0.000002, wchange 0.12235138, angledelta 72.4 deg
    261. 

  261. step 185 - lrate 0.000002, wchange 0.10005210, angledelta 140.9 deg
    262. 

  262. step 186 - lrate 0.000002, wchange 0.10081443, angledelta 101.4 deg
    263. 

  263. step 187 - lrate 0.000002, wchange 0.00655602, angledelta 92.8 deg
    264. 

  264. step 188 - lrate 0.000002, wchange 0.00346432, angledelta 125.7 deg
    265. 

  265. step 189 - lrate 0.000002, wchange 0.00363435, angledelta 125.5 deg
    266. 

  266. step 190 - lrate 0.000002, wchange 0.00800835, angledelta 102.2 deg
    267. 

  267. step 191 - lrate 0.000002, wchange 0.00931368, angledelta 137.9 deg
    268. 

  268. step 192 - lrate 0.000002, wchange 0.00317713, angledelta 100.4 deg
    269. 

  269. step 193 - lrate 0.000002, wchange 0.00501685, angledelta 118.6 deg
    270. 

  270. step 194 - lrate 0.000002, wchange 0.06231679, angledelta 96.5 deg
    271. 

  271. step 195 - lrate 0.000002, wchange 0.06047054, angledelta 167.1 deg
    272. 

  272. step 196 - lrate 0.000002, wchange 0.01988929, angledelta 160.8 deg
    273. 

  273. step 197 - lrate 0.000002, wchange 0.02085274, angledelta 161.4 deg
    274. 

  274. step 198 - lrate 0.000002, wchange 0.01276101, angledelta 95.9 deg
    275. 

  275. step 199 - lrate 0.000002, wchange 0.00646703, angledelta 145.0 deg
    276. 

  276. step 200 - lrate 0.000002, wchange 0.00297302, angledelta 69.8 deg
    277. 

  277. step 201 - lrate 0.000002, wchange 0.00233712, angledelta 112.7 deg
    278. 

  278. step 202 - lrate 0.000002, wchange 0.00201457, angledelta 99.9 deg
    279. 

  279. step 203 - lrate 0.000002, wchange 0.01075421, angledelta 102.7 deg
    280. 

  280. step 204 - lrate 0.000002, wchange 0.01167609, angledelta 146.0 deg
    281. 

  281. step 205 - lrate 0.000002, wchange 0.01646405, angledelta 157.5 deg
    282. 

  282. step 206 - lrate 0.000002, wchange 0.01186082, angledelta 152.2 deg
    283. 

  283. step 207 - lrate 0.000001, wchange 0.00259458, angledelta 84.9 deg
    284. 

  284. step 208 - lrate 0.000001, wchange 0.00157812, angledelta 122.3 deg
    285. 

  285. step 209 - lrate 0.000001, wchange 0.01292766, angledelta 99.3 deg
    286. 

  286. step 210 - lrate 0.000001, wchange 0.00713666, angledelta 95.2 deg
    287. 

  287. step 211 - lrate 0.000001, wchange 0.01271940, angledelta 115.7 deg
    288. 

  288. step 212 - lrate 0.000001, wchange 0.00274574, angledelta 132.4 deg
    289. 

  289. step 213 - lrate 0.000001, wchange 0.01275749, angledelta 56.4 deg
    290. 

  290. step 214 - lrate 0.000001, wchange 0.02198220, angledelta 129.3 deg
    291. 

  291. step 215 - lrate 0.000001, wchange 0.00085210, angledelta 79.9 deg
    292. 

  292. step 216 - lrate 0.000001, wchange 0.00118569, angledelta 99.9 deg
    293. 

  293. step 217 - lrate 0.000001, wchange 0.00163812, angledelta 110.0 deg
    294. 

  294. step 218 - lrate 0.000001, wchange 0.06731729, angledelta 48.7 deg
    295. 

  295. step 219 - lrate 0.000001, wchange 0.04218412, angledelta 132.6 deg
    296. 

  296. step 220 - lrate 0.000001, wchange 0.01475846, angledelta 107.1 deg
    297. 

  297. step 221 - lrate 0.000001, wchange 0.04273238, angledelta 45.0 deg
    298. 

  298. step 222 - lrate 0.000001, wchange 0.08166845, angledelta 150.4 deg
    299. 

  299. step 223 - lrate 0.000001, wchange 0.00573401, angledelta 85.7 deg
    300. 

  300. step 224 - lrate 0.000001, wchange 0.00066645, angledelta 81.4 deg
    301. 

  301. step 225 - lrate 0.000001, wchange 0.00132983, angledelta 121.7 deg
    302. 

  302. step 226 - lrate 0.000001, wchange 0.00217096, angledelta 116.7 deg
    303. 

  303. step 227 - lrate 0.000001, wchange 0.00158638, angledelta 138.6 deg
    304. 

  304. step 228 - lrate 0.000001, wchange 0.00075165, angledelta 97.0 deg
    305. 

  305. step 229 - lrate 0.000001, wchange 0.00066294, angledelta 100.0 deg
    306. 

  306. step 230 - lrate 0.000001, wchange 0.00055439, angledelta 121.5 deg
    307. 

  307. step 231 - lrate 0.000001, wchange 0.00237106, angledelta 106.3 deg
    308. 

  308. step 232 - lrate 0.000001, wchange 0.00192450, angledelta 146.9 deg
    309. 

  309. step 233 - lrate 0.000001, wchange 0.00071959, angledelta 99.2 deg
    310. 

  310. step 234 - lrate 0.000001, wchange 0.02735616, angledelta 97.9 deg
    311. 

  311. step 235 - lrate 0.000001, wchange 0.02109515, angledelta 170.7 deg
    312. 

  312. step 236 - lrate 0.000001, wchange 0.00152707, angledelta 137.8 deg
    313. 

  313. step 237 - lrate 0.000001, wchange 0.00253889, angledelta 47.2 deg
    314. 

  314. step 238 - lrate 0.000001, wchange 0.00720376, angledelta 143.0 deg
    315. 

  315. step 239 - lrate 0.000001, wchange 0.00272104, angledelta 158.0 deg
    316. 

  316. step 240 - lrate 0.000001, wchange 0.00050197, angledelta 104.4 deg
    317. 

  317. step 241 - lrate 0.000001, wchange 0.00065620, angledelta 96.1 deg
    318. 

  318. step 242 - lrate 0.000001, wchange 0.00166571, angledelta 71.6 deg
    319. 

  319. step 243 - lrate 0.000001, wchange 0.00034307, angledelta 84.5 deg
    320. 

  320. step 244 - lrate 0.000001, wchange 0.01742962, angledelta 111.4 deg
    321. 

  321. step 245 - lrate 0.000001, wchange 0.00773913, angledelta 169.1 deg
    322. 

  322. step 246 - lrate 0.000001, wchange 0.00027415, angledelta 96.5 deg
    323. 

  323. step 247 - lrate 0.000001, wchange 0.02034163, angledelta 88.3 deg
    324. 

  324. step 248 - lrate 0.000001, wchange 0.02517290, angledelta 174.0 deg
    325. 

  325. step 249 - lrate 0.000001, wchange 0.00084197, angledelta 37.2 deg
    326. 

  326. step 250 - lrate 0.000001, wchange 0.02215150, angledelta 163.7 deg
    327. 

  327. step 251 - lrate 0.000001, wchange 0.00455955, angledelta 167.1 deg
    328. 

  328. step 252 - lrate 0.000001, wchange 0.00507276, angledelta 23.1 deg
    329. 

  329. step 253 - lrate 0.000001, wchange 0.00086260, angledelta 138.9 deg
    330. 

  330. step 254 - lrate 0.000001, wchange 0.00098483, angledelta 141.7 deg
    331. 

  331. step 255 - lrate 0.000001, wchange 0.00036909, angledelta 64.1 deg
    332. 

  332. step 256 - lrate 0.000001, wchange 0.00076416, angledelta 133.8 deg
    333. 

  333. step 257 - lrate 0.000001, wchange 0.00035099, angledelta 46.1 deg
    334. 

  334. step 258 - lrate 0.000001, wchange 0.01235970, angledelta 31.0 deg
    335. 

  335. step 259 - lrate 0.000001, wchange 0.01137438, angledelta 151.7 deg
    336. 

  336. step 260 - lrate 0.000001, wchange 0.00134155, angledelta 21.2 deg
    337. 

  337. step 261 - lrate 0.000001, wchange 0.00251586, angledelta 132.5 deg
    338. 

  338. step 262 - lrate 0.000001, wchange 0.00149881, angledelta 119.3 deg
    339. 

  339. step 263 - lrate 0.000001, wchange 0.00030121, angledelta 103.7 deg
    340. 

  340. step 264 - lrate 0.000001, wchange 0.00049006, angledelta 134.5 deg
    341. 

  341. step 265 - lrate 0.000001, wchange 0.00186187, angledelta 153.5 deg
    342. 

  342. step 266 - lrate 0.000001, wchange 0.00031067, angledelta 37.7 deg
    343. 

  343. step 267 - lrate 0.000001, wchange 0.00012244, angledelta 65.5 deg
    344. 

  344. step 268 - lrate 0.000001, wchange 0.00011344, angledelta 106.5 deg
    345. 

  345. step 269 - lrate 0.000001, wchange 0.00099073, angledelta 103.2 deg
    346. 

  346. step 270 - lrate 0.000001, wchange 0.00016633, angledelta 116.9 deg
    347. 

  347. step 271 - lrate 0.000000, wchange 0.00078054, angledelta 115.2 deg
    348. 

  348. step 272 - lrate 0.000000, wchange 0.00194607, angledelta 137.1 deg
    349. 

  349. step 273 - lrate 0.000000, wchange 0.00051649, angledelta 159.5 deg
    350. 

  350. step 274 - lrate 0.000000, wchange 0.01471970, angledelta 50.8 deg
    351. 

  351. step 275 - lrate 0.000000, wchange 0.01237103, angledelta 141.2 deg
    352. 

  352. step 276 - lrate 0.000000, wchange 0.00049582, angledelta 105.9 deg
    353. 

  353. step 277 - lrate 0.000000, wchange 0.00013028, angledelta 54.9 deg
    354. 

  354. step 278 - lrate 0.000000, wchange 0.00401054, angledelta 87.3 deg
    355. 

  355. step 279 - lrate 0.000000, wchange 0.00055427, angledelta 21.4 deg
    356. 

  356. step 280 - lrate 0.000000, wchange 0.00812561, angledelta 161.7 deg
    357. 

  357. step 281 - lrate 0.000000, wchange 0.00089222, angledelta 50.6 deg
    358. 

  358. step 282 - lrate 0.000000, wchange 0.00013581, angledelta 34.9 deg
    359. 

  359. step 283 - lrate 0.000000, wchange 0.00597285, angledelta 155.8 deg
    360. 

  360. step 284 - lrate 0.000000, wchange 0.00039514, angledelta 135.2 deg
    361. 

  361. step 285 - lrate 0.000000, wchange 0.00019983, angledelta 42.0 deg
    362. 

  362. step 286 - lrate 0.000000, wchange 0.00250787, angledelta 150.0 deg
    363. 

  363. step 287 - lrate 0.000000, wchange 0.01507413, angledelta 59.3 deg
    364. 

  364. step 288 - lrate 0.000000, wchange 0.00472289, angledelta 148.0 deg
    365. 

  365. step 289 - lrate 0.000000, wchange 0.00887663, angledelta 26.6 deg
    366. 

  366. step 290 - lrate 0.000000, wchange 0.00097565, angledelta 25.8 deg
    367. 

  367. step 291 - lrate 0.000000, wchange 0.00426562, angledelta 142.1 deg
    368. 

  368. step 292 - lrate 0.000000, wchange 0.00060313, angledelta 19.4 deg
    369. 

  369. step 293 - lrate 0.000000, wchange 0.00004292, angledelta 76.4 deg
    370. 

  370. step 294 - lrate 0.000000, wchange 0.00740283, angledelta 77.0 deg
    371. 

  371. step 295 - lrate 0.000000, wchange 0.01664197, angledelta 177.3 deg
    372. 

  372. step 296 - lrate 0.000000, wchange 0.00152880, angledelta  7.1 deg
    373. 

  373. step 297 - lrate 0.000000, wchange 0.00029372, angledelta 21.0 deg
    374. 

  374. step 298 - lrate 0.000000, wchange 0.00493712, angledelta 175.3 deg
    375. 

  375. step 299 - lrate 0.000000, wchange 0.00020857, angledelta 18.8 deg
    376. 

  376. step 300 - lrate 0.000000, wchange 0.00034103, angledelta 166.6 deg
    377. 

  377. step 301 - lrate 0.000000, wchange 0.00007636, angledelta 34.9 deg
    378. 

  378. step 302 - lrate 0.000000, wchange 0.00161683, angledelta 15.0 deg
    379. 

  379. step 303 - lrate 0.000000, wchange 0.00030678, angledelta 22.5 deg
    380. 

  380. step 304 - lrate 0.000000, wchange 0.00008975, angledelta 37.6 deg
    381. 

  381. step 305 - lrate 0.000000, wchange 0.00004663, angledelta 57.4 deg
    382. 

  382. step 306 - lrate 0.000000, wchange 0.00005241, angledelta 76.0 deg
    383. 

  383. step 307 - lrate 0.000000, wchange 0.00020243, angledelta 53.6 deg
    384. 

  384. step 308 - lrate 0.000000, wchange 0.00010663, angledelta 138.5 deg
    385. 

  385. step 309 - lrate 0.000000, wchange 0.00066163, angledelta 149.0 deg
    386. 

  386. step 310 - lrate 0.000000, wchange 0.00030967, angledelta 167.4 deg
    387. 

  387. step 311 - lrate 0.000000, wchange 0.00010258, angledelta 37.1 deg
    388. 

  388. step 312 - lrate 0.000000, wchange 0.00073462, angledelta 82.1 deg
    389. 

  389. step 313 - lrate 0.000000, wchange 0.00142704, angledelta 44.1 deg
    390. 

  390. step 314 - lrate 0.000000, wchange 0.00045354, angledelta 133.5 deg
    391. 

  391. step 315 - lrate 0.000000, wchange 0.00044575, angledelta 23.1 deg
    392. 

  392. step 316 - lrate 0.000000, wchange 0.00019776, angledelta 128.6 deg
    393. 

  393. step 317 - lrate 0.000000, wchange 0.00028713, angledelta 155.2 deg
    394. 

  394. step 318 - lrate 0.000000, wchange 0.00695852, angledelta 164.4 deg
    395. 

  395. step 319 - lrate 0.000000, wchange 0.00103212, angledelta 173.8 deg
    396. 

  396. step 320 - lrate 0.000000, wchange 0.00015960, angledelta 18.7 deg
    397. 

  397. step 321 - lrate 0.000000, wchange 0.00074797, angledelta  9.5 deg
    398. 

  398. step 322 - lrate 0.000000, wchange 0.00013773, angledelta 20.5 deg
    399. 

  399. step 323 - lrate 0.000000, wchange 0.01345136, angledelta 122.5 deg
    400. 

  400. step 324 - lrate 0.000000, wchange 0.00514972, angledelta 99.3 deg
    401. 

  401. step 325 - lrate 0.000000, wchange 0.00080985, angledelta 138.7 deg
    402. 

  402. step 326 - lrate 0.000000, wchange 0.00081753, angledelta 52.6 deg
    403. 

  403. step 327 - lrate 0.000000, wchange 0.00178897, angledelta  7.8 deg
    404. 

  404. step 328 - lrate 0.000000, wchange 0.00067470, angledelta 38.0 deg
    405. 

  405. step 329 - lrate 0.000000, wchange 0.00019581, angledelta 38.6 deg
    406. 

  406. step 330 - lrate 0.000000, wchange 0.00034626, angledelta 160.7 deg
    407. 

  407. step 331 - lrate 0.000000, wchange 0.00076890, angledelta 16.3 deg
    408. 

  408. step 332 - lrate 0.000000, wchange 0.00376643, angledelta 17.6 deg
    409. 

  409. step 333 - lrate 0.000000, wchange 0.00357854, angledelta 160.8 deg
    410. 

  410. step 334 - lrate 0.000000, wchange 0.00268032, angledelta 129.6 deg
    411. 

  411. step 335 - lrate 0.000000, wchange 0.00219356, angledelta 150.6 deg
    412. 

  412. step 336 - lrate 0.000000, wchange 0.00055899, angledelta  8.7 deg
    413. 

  413. step 337 - lrate 0.000000, wchange 0.00006759, angledelta 35.7 deg
    414. 

  414. step 338 - lrate 0.000000, wchange 0.00747919, angledelta 168.4 deg
    415. 

  415. step 339 - lrate 0.000000, wchange 0.00016315, angledelta 66.6 deg
    416. 

  416. step 340 - lrate 0.000000, wchange 0.00035828, angledelta 141.7 deg
    417. 

  417. step 341 - lrate 0.000000, wchange 0.00188324, angledelta 21.1 deg
    418. 

  418. step 342 - lrate 0.000000, wchange 0.00057390, angledelta 39.1 deg
    419. 

  419. step 343 - lrate 0.000000, wchange 0.00030878, angledelta 27.8 deg
    420. 

  420. step 344 - lrate 0.000000, wchange 0.00009731, angledelta 58.6 deg
    421. 

  421. step 345 - lrate 0.000000, wchange 0.00007912, angledelta 76.0 deg
    422. 

  422. step 346 - lrate 0.000000, wchange 0.00003207, angledelta 31.0 deg
    423. 

  423. step 347 - lrate 0.000000, wchange 0.00126453, angledelta 117.1 deg
    424. 

  424. step 348 - lrate 0.000000, wchange 0.00198738, angledelta  5.5 deg
    425. 

  425. step 349 - lrate 0.000000, wchange 0.00066500, angledelta 171.4 deg
    426. 

  426. step 350 - lrate 0.000000, wchange 0.00054689, angledelta  7.8 deg
    427. 

  427. step 351 - lrate 0.000000, wchange 0.00001253, angledelta 148.9 deg
    428. 

  428. step 352 - lrate 0.000000, wchange 0.00010517, angledelta 148.1 deg
    429. 

  429. step 353 - lrate 0.000000, wchange 0.00394863, angledelta 161.7 deg
    430. 

  430. step 354 - lrate 0.000000, wchange 0.00046563, angledelta 175.5 deg
    431. 

  431. step 355 - lrate 0.000000, wchange 0.00377566, angledelta 148.8 deg
    432. 

  432. step 356 - lrate 0.000000, wchange 0.00026745, angledelta 153.2 deg
    433. 

  433. step 357 - lrate 0.000000, wchange 0.00117034, angledelta 49.1 deg
    434. 

  434. step 358 - lrate 0.000000, wchange 0.00084885, angledelta 55.4 deg
    435. 

  435. step 359 - lrate 0.000000, wchange 0.00030905, angledelta 54.0 deg
    436. 

  436. step 360 - lrate 0.000000, wchange 0.00084812, angledelta 99.4 deg
    437. 

  437. step 361 - lrate 0.000000, wchange 0.00031168, angledelta 162.9 deg
    438. 

  438. step 362 - lrate 0.000000, wchange 0.00035308, angledelta 165.0 deg
    439. 

  439. step 363 - lrate 0.000000, wchange 0.00000480, angledelta 64.7 deg
    440. 

  440. step 364 - lrate 0.000000, wchange 0.00066931, angledelta 128.3 deg
    441. 

  441. step 365 - lrate 0.000000, wchange 0.00076127, angledelta 154.9 deg
    442. 

  442. step 366 - lrate 0.000000, wchange 0.00198138, angledelta 50.8 deg
    443. 

  443. step 367 - lrate 0.000000, wchange 0.00016637, angledelta 51.4 deg
    444. 

  444. step 368 - lrate 0.000000, wchange 0.00158904, angledelta 155.5 deg
    445. 

  445. step 369 - lrate 0.000000, wchange 0.00044439, angledelta  6.8 deg
    446. 

  446. step 370 - lrate 0.000000, wchange 0.00121202, angledelta 159.9 deg
    447. 

  447. step 371 - lrate 0.000000, wchange 0.00089794, angledelta  4.0 deg
    448. 

  448. step 372 - lrate 0.000000, wchange 0.00020457, angledelta 163.5 deg
    449. 

  449. step 373 - lrate 0.000000, wchange 0.00115833, angledelta 32.4 deg
    450. 

  450. step 374 - lrate 0.000000, wchange 0.00361916, angledelta 162.8 deg
    451. 

  451. step 375 - lrate 0.000000, wchange 0.00234506, angledelta 21.0 deg
    452. 

  452. step 376 - lrate 0.000000, wchange 0.00025573, angledelta 142.6 deg
    453. 

  453. step 377 - lrate 0.000000, wchange 0.00368853, angledelta 53.0 deg
    454. 

  454. step 378 - lrate 0.000000, wchange 0.00124126, angledelta 75.5 deg
    455. 

  455. step 379 - lrate 0.000000, wchange 0.00018105, angledelta 55.3 deg
    456. 

  456. step 380 - lrate 0.000000, wchange 0.00021650, angledelta 167.6 deg
    457. 

  457. step 381 - lrate 0.000000, wchange 0.00246640, angledelta 39.1 deg
    458. 

  458. step 382 - lrate 0.000000, wchange 0.00193158, angledelta 176.0 deg
    459. 

  459. step 383 - lrate 0.000000, wchange 0.00035463, angledelta 68.4 deg
    460. 

  460. step 384 - lrate 0.000000, wchange 0.00172533, angledelta 144.6 deg
    461. 

  461. step 385 - lrate 0.000000, wchange 0.00028653, angledelta 149.7 deg
    462. 

  462. step 386 - lrate 0.000000, wchange 0.00016092, angledelta  5.7 deg
    463. 

  463. step 387 - lrate 0.000000, wchange 0.00060918, angledelta 44.0 deg
    464. 

  464. step 388 - lrate 0.000000, wchange 0.00013075, angledelta 120.8 deg
    465. 

  465. step 389 - lrate 0.000000, wchange 0.00031060, angledelta 112.9 deg
    466. 

  466. step 390 - lrate 0.000000, wchange 0.00002047, angledelta 126.8 deg
    467. 

  467. step 391 - lrate 0.000000, wchange 0.00072843, angledelta 93.8 deg
    468. 

  468. step 392 - lrate 0.000000, wchange 0.00019585, angledelta 143.4 deg
    469. 

  469. step 393 - lrate 0.000000, wchange 0.00002339, angledelta 46.5 deg
    470. 

  470. step 394 - lrate 0.000000, wchange 0.00078190, angledelta 147.3 deg
    471. 

  471. step 395 - lrate 0.000000, wchange 0.00003350, angledelta 145.8 deg
    472. 

  472. step 396 - lrate 0.000000, wchange 0.00040892, angledelta 22.3 deg
    473. 

  473. step 397 - lrate 0.000000, wchange 0.00000284, angledelta 75.8 deg
    474. 

  474. step 398 - lrate 0.000000, wchange 0.00012784, angledelta 73.5 deg
    475. 

  475. step 399 - lrate 0.000000, wchange 0.00001487, angledelta 158.1 deg
    476. 

  476. step 400 - lrate 0.000000, wchange 0.00024778, angledelta 14.9 deg
    477. 

  477. step 401 - lrate 0.000000, wchange 0.00013456, angledelta 14.7 deg
    478. 

  478. step 402 - lrate 0.000000, wchange 0.00007634, angledelta 14.4 deg
    479. 

  479. step 403 - lrate 0.000000, wchange 0.00004474, angledelta 15.3 deg
    480. 

  480. step 404 - lrate 0.000000, wchange 0.00039038, angledelta 88.9 deg
    481. 

  481. step 405 - lrate 0.000000, wchange 0.00005410, angledelta 139.8 deg
    482. 

  482. step 406 - lrate 0.000000, wchange 0.00004055, angledelta 79.9 deg
    483. 

  483. step 407 - lrate 0.000000, wchange 0.00009943, angledelta 82.5 deg
    484. 

  484. step 408 - lrate 0.000000, wchange 0.00005448, angledelta 103.7 deg
    485. 

  485. step 409 - lrate 0.000000, wchange 0.00003314, angledelta  7.1 deg
    486. 

  486. step 410 - lrate 0.000000, wchange 0.00002112, angledelta  8.4 deg
    487. 

  487. step 411 - lrate 0.000000, wchange 0.00001360, angledelta  7.0 deg
    488. 

  488. step 412 - lrate 0.000000, wchange 0.00000542, angledelta 40.5 deg
    489. 

  489. step 413 - lrate 0.000000, wchange 0.00026580, angledelta 154.2 deg
    490. 

  490. step 414 - lrate 0.000000, wchange 0.00005916, angledelta 20.6 deg
    491. 

  491. step 415 - lrate 0.000000, wchange 0.00024978, angledelta 41.1 deg
    492. 

  492. step 416 - lrate 0.000000, wchange 0.00006248, angledelta 31.1 deg
    493. 

  493. step 417 - lrate 0.000000, wchange 0.00010767, angledelta 52.5 deg
    494. 

  494. step 418 - lrate 0.000000, wchange 0.00003826, angledelta 75.1 deg
    495. 

  495. step 419 - lrate 0.000000, wchange 0.00006937, angledelta 46.2 deg
    496. 

  496. step 420 - lrate 0.000000, wchange 0.00004084, angledelta 145.3 deg
    497. 

  497. step 421 - lrate 0.000000, wchange 0.00002293, angledelta 12.6 deg
    498. 

  498. step 422 - lrate 0.000000, wchange 0.00009778, angledelta 44.6 deg
    499. 

  499. step 423 - lrate 0.000000, wchange 0.00006096, angledelta 43.8 deg
    500. 

  500. step 424 - lrate 0.000000, wchange 0.00002472, angledelta 37.2 deg
    501. 

  501. step 425 - lrate 0.000000, wchange 0.00051465, angledelta 108.8 deg
    502. 

  502. step 426 - lrate 0.000000, wchange 0.00017577, angledelta 89.2 deg
    503. 

  503. step 427 - lrate 0.000000, wchange 0.00009189, angledelta 101.4 deg
    504. 

  504. step 428 - lrate 0.000000, wchange 0.00006166, angledelta 14.3 deg
    505. 

  505. step 429 - lrate 0.000000, wchange 0.00102135, angledelta 84.8 deg
    506. 

  506. step 430 - lrate 0.000000, wchange 0.00022462, angledelta 132.9 deg
    507. 

  507. step 431 - lrate 0.000000, wchange 0.00005440, angledelta 165.5 deg
    508. 

  508. step 432 - lrate 0.000000, wchange 0.00009094, angledelta 72.2 deg
    509. 

  509. step 433 - lrate 0.000000, wchange 0.00005807, angledelta  3.2 deg
    510. 

  510. step 434 - lrate 0.000000, wchange 0.00010170, angledelta 127.4 deg
    511. 

  511. step 435 - lrate 0.000000, wchange 0.00000439, angledelta 68.6 deg
    512. 

  512. step 436 - lrate 0.000000, wchange 0.00033891, angledelta 52.9 deg
    513. 

  513. step 437 - lrate 0.000000, wchange 0.00009063, angledelta 43.9 deg
    514. 

  514. step 438 - lrate 0.000000, wchange 0.00011766, angledelta 96.2 deg
    515. 

  515. step 439 - lrate 0.000000, wchange 0.00007437, angledelta  2.9 deg
    516. 

  516. step 440 - lrate 0.000000, wchange 0.00005009, angledelta  3.0 deg
    517. 

  517. step 441 - lrate 0.000000, wchange 0.00036610, angledelta 157.2 deg
    518. 

  518. step 442 - lrate 0.000000, wchange 0.00059242, angledelta 38.1 deg
    519. 

  519. step 443 - lrate 0.000000, wchange 0.00021161, angledelta 157.3 deg
    520. 

  520. step 444 - lrate 0.000000, wchange 0.00016742, angledelta 10.6 deg
    521. 

  521. step 445 - lrate 0.000000, wchange 0.00010320, angledelta 64.1 deg
    522. 

  522. step 446 - lrate 0.000000, wchange 0.00002560, angledelta 69.8 deg
    523. 

  523. step 447 - lrate 0.000000, wchange 0.00003021, angledelta 27.9 deg
    524. 

  524. step 448 - lrate 0.000000, wchange 0.00001396, angledelta 47.6 deg
    525. 

  525. step 449 - lrate 0.000000, wchange 0.00017128, angledelta 162.6 deg
    526. 

  526. step 450 - lrate 0.000000, wchange 0.00005387, angledelta 95.5 deg
    527. 

  527. step 451 - lrate 0.000000, wchange 0.00001934, angledelta 82.9 deg
    528. 

  528. step 452 - lrate 0.000000, wchange 0.00001519, angledelta  6.4 deg
    529. 

  529. step 453 - lrate 0.000000, wchange 0.00003618, angledelta 94.2 deg
    530. 

  530. step 454 - lrate 0.000000, wchange 0.00002523, angledelta  4.0 deg
    531. 

  531. step 455 - lrate 0.000000, wchange 0.00002163, angledelta 149.2 deg
    532. 

  532. step 456 - lrate 0.000000, wchange 0.00006352, angledelta 22.4 deg
    533. 

  533. step 457 - lrate 0.000000, wchange 0.00000502, angledelta 85.8 deg
    534. 

  534. step 458 - lrate 0.000000, wchange 0.00005645, angledelta 75.1 deg
    535. 

  535. step 459 - lrate 0.000000, wchange 0.00004325, angledelta  2.8 deg
    536. 

  536. step 460 - lrate 0.000000, wchange 0.00003316, angledelta  4.0 deg
    537. 

  537. step 461 - lrate 0.000000, wchange 0.00000229, angledelta 108.9 deg
    538. 

  538. step 462 - lrate 0.000000, wchange 0.00002017, angledelta 43.4 deg
    539. 

  539. step 463 - lrate 0.000000, wchange 0.00001473, angledelta 43.0 deg
    540. 

  540. step 464 - lrate 0.000000, wchange 0.00004613, angledelta 50.0 deg
    541. 

  541. step 465 - lrate 0.000000, wchange 0.00008679, angledelta 151.8 deg
    542. 

  542. step 466 - lrate 0.000000, wchange 0.00006263, angledelta 53.5 deg
    543. 

  543. step 467 - lrate 0.000000, wchange 0.00000884, angledelta 140.4 deg
    544. 

  544. step 468 - lrate 0.000000, wchange 0.00003056, angledelta 100.2 deg
    545. 

  545. step 469 - lrate 0.000000, wchange 0.00000751, angledelta 114.8 deg
    546. 

  546. step 470 - lrate 0.000000, wchange 0.00000558, angledelta 95.0 deg
    547. 

  547. step 471 - lrate 0.000000, wchange 0.00000294, angledelta 13.4 deg
    548. 

  548. step 472 - lrate 0.000000, wchange 0.00000469, angledelta 102.4 deg
    549. 

  549. step 473 - lrate 0.000000, wchange 0.00001899, angledelta 130.5 deg
    550. 

  550. step 474 - lrate 0.000000, wchange 0.00000227, angledelta 25.3 deg
    551. 

  551. step 475 - lrate 0.000000, wchange 0.00012565, angledelta 161.2 deg
    552. 

  552. step 476 - lrate 0.000000, wchange 0.00003978, angledelta 143.4 deg
    553. 

  553. step 477 - lrate 0.000000, wchange 0.00000143, angledelta 115.7 deg
    554. 

  554. step 478 - lrate 0.000000, wchange 0.00000592, angledelta 50.8 deg
    555. 

  555. step 479 - lrate 0.000000, wchange 0.00001482, angledelta 61.6 deg
    556. 

  556. step 480 - lrate 0.000000, wchange 0.00002227, angledelta 60.1 deg
    557. 

  557. step 481 - lrate 0.000000, wchange 0.00000504, angledelta 149.9 deg
    558. 

  558. step 482 - lrate 0.000000, wchange 0.00005011, angledelta  9.0 deg
    559. 

  559. step 483 - lrate 0.000000, wchange 0.00001508, angledelta 149.2 deg
    560. 

  560. step 484 - lrate 0.000000, wchange 0.00001154, angledelta  2.3 deg
    561. 

  561. step 485 - lrate 0.000000, wchange 0.00000927, angledelta  2.8 deg
    562. 

  562. step 486 - lrate 0.000000, wchange 0.00003588, angledelta 77.8 deg
    563. 

  563. step 487 - lrate 0.000000, wchange 0.00011309, angledelta 13.6 deg
    564. 

  564. step 488 - lrate 0.000000, wchange 0.00004930, angledelta  8.9 deg
    565. 

  565. step 489 - lrate 0.000000, wchange 0.00000982, angledelta 11.4 deg
    566. 

  566. step 490 - lrate 0.000000, wchange 0.00000946, angledelta 151.8 deg
    567. 

  567. step 491 - lrate 0.000000, wchange 0.00010778, angledelta 79.3 deg
    568. 

  568. step 492 - lrate 0.000000, wchange 0.00004416, angledelta 125.6 deg
    569. 

  569. step 493 - lrate 0.000000, wchange 0.00000753, angledelta 34.2 deg
    570. 

  570. step 494 - lrate 0.000000, wchange 0.00001416, angledelta 123.1 deg
    571. 

  571. step 495 - lrate 0.000000, wchange 0.00001111, angledelta  3.9 deg
    572. 

  572. step 496 - lrate 0.000000, wchange 0.00000912, angledelta  3.3 deg
    573. 

  573. step 497 - lrate 0.000000, wchange 0.00005028, angledelta 105.1 deg
    574. 

  574. step 498 - lrate 0.000000, wchange 0.00001703, angledelta 10.8 deg
    575. 

  575. step 499 - lrate 0.000000, wchange 0.00003050, angledelta  1.7 deg
    576. 

  576. step 500 - lrate 0.000000, wchange 0.00000412, angledelta 37.5 deg
    577. 

  577. step 501 - lrate 0.000000, wchange 0.00001592, angledelta 157.9 deg
    578. 

  578. step 502 - lrate 0.000000, wchange 0.00004312, angledelta 118.4 deg
    579. 

  579. step 503 - lrate 0.000000, wchange 0.00001382, angledelta 170.0 deg
    580. 

  580. step 504 - lrate 0.000000, wchange 0.00001099, angledelta  1.9 deg
    581. 

  581. step 505 - lrate 0.000000, wchange 0.00003472, angledelta 134.0 deg
    582. 

  582. step 506 - lrate 0.000000, wchange 0.00001124, angledelta 139.9 deg
    583. 

  583. step 507 - lrate 0.000000, wchange 0.00000900, angledelta  1.8 deg
    584. 

  584. step 508 - lrate 0.000000, wchange 0.00000808, angledelta 145.6 deg
    585. 

  585. step 509 - lrate 0.000000, wchange 0.00006009, angledelta 69.0 deg
    586. 

  586. step 510 - lrate 0.000000, wchange 0.00006868, angledelta  1.8 deg
    587. 

  587. step 511 - lrate 0.000000, wchange 0.00001250, angledelta  8.7 deg
    588. 

  588. step 512 - lrate 0.000000, wchange 0.00000108, angledelta 76.7 deg
    589. 

  589. Sorting components in descending order of mean projected variance ...
    590. 

  590. the call to "ft_componentanalysis" took 5852 seconds and required the additional allocation of an estimated 1736 MB
    591.