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juliankosciessa
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eegmp_preproc
DOI
10.12751/g-node.6nhr1y
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eegmp_preproc
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log_sub-009_ica1_06-Jan-2022.txt

log_sub-009_ica1_06-Jan-2022.txt 34 KB
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  1. 

  2. Input data size [71,978000] = 71 channels, 978000 frames
    3. 

  3. Finding 71 ICA components using extended ICA.
    4. 

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

  5. Decomposing 194 frames per ICA weight ((5041)^2 = 978000 weights, Initial learning rate will be 0.001, block size 69.
    6. 

  6. Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
    7. 

  7. More than 32 channels: default stopping weight change 1E-7
    8. 

  8. Training will end when wchange < 1e-07 or after 512 steps.
    9. 

  9. Online bias adjustment will be used.
    10. 

  10. Removing mean of each channel ...
    11. 

  11. Final training data range: -5.61095 to 6.91884
    12. 

  12. Computing the sphering matrix...
    13. 

  13. Starting weights are the identity matrix ...
    14. 

  14. Sphering the data ...
    15. 

  15. Beginning ICA training ... first training step may be slow ...
    16. 

  16. step 1 - lrate 0.001000, wchange 59.47317966, angledelta  0.0 deg
    17. 

  17. Lowering learning rate to 0.0009 and starting again.
    18. 

  18. Lowering learning rate to 0.00081 and starting again.
    19. 

  19. step 1 - lrate 0.000810, wchange 59.67550429, angledelta  0.0 deg
    20. 

  20. step 2 - lrate 0.000810, wchange 5.46712965, angledelta  0.0 deg
    21. 

  21. step 3 - lrate 0.000810, wchange 5.61392654, angledelta 91.2 deg
    22. 

  22. step 4 - lrate 0.000794, wchange 6.54106085, angledelta 112.8 deg
    23. 

  23. step 5 - lrate 0.000778, wchange 7.44913765, angledelta 117.8 deg
    24. 

  24. step 6 - lrate 0.000762, wchange 6.19495273, angledelta 119.7 deg
    25. 

  25. step 7 - lrate 0.000747, wchange 5.00123889, angledelta 116.0 deg
    26. 

  26. step 8 - lrate 0.000732, wchange 5.43996334, angledelta 115.5 deg
    27. 

  27. step 9 - lrate 0.000718, wchange 5.74256608, angledelta 121.6 deg
    28. 

  28. step 10 - lrate 0.000703, wchange 6.47843566, angledelta 119.9 deg
    29. 

  29. step 11 - lrate 0.000689, wchange 4.63108784, angledelta 116.9 deg
    30. 

  30. step 12 - lrate 0.000675, wchange 4.08428334, angledelta 116.1 deg
    31. 

  31. step 13 - lrate 0.000662, wchange 4.60179527, angledelta 112.9 deg
    32. 

  32. step 14 - lrate 0.000649, wchange 5.84734911, angledelta 116.5 deg
    33. 

  33. step 15 - lrate 0.000636, wchange 3.95359183, angledelta 117.4 deg
    34. 

  34. step 16 - lrate 0.000623, wchange 4.00469077, angledelta 114.9 deg
    35. 

  35. step 17 - lrate 0.000610, wchange 4.21525383, angledelta 113.9 deg
    36. 

  36. step 18 - lrate 0.000598, wchange 4.25446199, angledelta 125.4 deg
    37. 

  37. step 19 - lrate 0.000586, wchange 4.02456936, angledelta 123.2 deg
    38. 

  38. step 20 - lrate 0.000575, wchange 3.32792842, angledelta 112.6 deg
    39. 

  39. step 21 - lrate 0.000563, wchange 3.07512978, angledelta 112.3 deg
    40. 

  40. step 22 - lrate 0.000552, wchange 3.44883674, angledelta 119.2 deg
    41. 

  41. step 23 - lrate 0.000541, wchange 2.98921719, angledelta 114.4 deg
    42. 

  42. step 24 - lrate 0.000530, wchange 3.23632110, angledelta 114.5 deg
    43. 

  43. step 25 - lrate 0.000519, wchange 3.26171448, angledelta 115.1 deg
    44. 

  44. step 26 - lrate 0.000509, wchange 2.92075398, angledelta 120.5 deg
    45. 

  45. step 27 - lrate 0.000499, wchange 3.05429627, angledelta 111.7 deg
    46. 

  46. step 28 - lrate 0.000489, wchange 2.39887727, angledelta 113.7 deg
    47. 

  47. step 29 - lrate 0.000479, wchange 2.37975814, angledelta 103.9 deg
    48. 

  48. step 30 - lrate 0.000469, wchange 1.93642342, angledelta 122.0 deg
    49. 

  49. step 31 - lrate 0.000460, wchange 1.70916694, angledelta 98.9 deg
    50. 

  50. step 32 - lrate 0.000451, wchange 1.78080537, angledelta 126.8 deg
    51. 

  51. step 33 - lrate 0.000442, wchange 1.02503363, angledelta 115.6 deg
    52. 

  52. step 34 - lrate 0.000433, wchange 1.64762214, angledelta 124.2 deg
    53. 

  53. step 35 - lrate 0.000424, wchange 1.54126355, angledelta 116.9 deg
    54. 

  54. step 36 - lrate 0.000416, wchange 1.14867600, angledelta 115.4 deg
    55. 

  55. step 37 - lrate 0.000408, wchange 1.46207044, angledelta 120.9 deg
    56. 

  56. step 38 - lrate 0.000399, wchange 1.13748529, angledelta 114.7 deg
    57. 

  57. step 39 - lrate 0.000391, wchange 1.53981629, angledelta 117.6 deg
    58. 

  58. step 40 - lrate 0.000384, wchange 0.58988098, angledelta 111.2 deg
    59. 

  59. step 41 - lrate 0.000376, wchange 1.01611315, angledelta 103.6 deg
    60. 

  60. step 42 - lrate 0.000368, wchange 0.47796745, angledelta 105.5 deg
    61. 

  61. step 43 - lrate 0.000361, wchange 0.95769827, angledelta 90.5 deg
    62. 

  62. step 44 - lrate 0.000354, wchange 0.65806211, angledelta 117.1 deg
    63. 

  63. step 45 - lrate 0.000347, wchange 0.76588321, angledelta 131.9 deg
    64. 

  64. step 46 - lrate 0.000340, wchange 1.08645576, angledelta 105.8 deg
    65. 

  65. step 47 - lrate 0.000333, wchange 0.47582989, angledelta 99.8 deg
    66. 

  66. step 48 - lrate 0.000326, wchange 1.04502424, angledelta 98.1 deg
    67. 

  67. step 49 - lrate 0.000320, wchange 0.95884196, angledelta 94.0 deg
    68. 

  68. step 50 - lrate 0.000313, wchange 1.83496987, angledelta 112.4 deg
    69. 

  69. step 51 - lrate 0.000307, wchange 0.27629333, angledelta 101.7 deg
    70. 

  70. step 52 - lrate 0.000301, wchange 1.43715194, angledelta 101.0 deg
    71. 

  71. step 53 - lrate 0.000295, wchange 0.50524117, angledelta 95.6 deg
    72. 

  72. step 54 - lrate 0.000289, wchange 1.01411115, angledelta 99.7 deg
    73. 

  73. step 55 - lrate 0.000283, wchange 1.14803861, angledelta 138.4 deg
    74. 

  74. step 56 - lrate 0.000278, wchange 0.38051031, angledelta 88.7 deg
    75. 

  75. step 57 - lrate 0.000272, wchange 0.34316720, angledelta 123.5 deg
    76. 

  76. step 58 - lrate 0.000267, wchange 0.37725545, angledelta 109.2 deg
    77. 

  77. step 59 - lrate 0.000261, wchange 0.23493124, angledelta 95.2 deg
    78. 

  78. step 60 - lrate 0.000256, wchange 0.86759757, angledelta 103.7 deg
    79. 

  79. step 61 - lrate 0.000251, wchange 0.32786207, angledelta 107.6 deg
    80. 

  80. step 62 - lrate 0.000246, wchange 1.39244212, angledelta 102.2 deg
    81. 

  81. step 63 - lrate 0.000241, wchange 1.56682956, angledelta 133.3 deg
    82. 

  82. step 64 - lrate 0.000236, wchange 0.86450282, angledelta 118.7 deg
    83. 

  83. step 65 - lrate 0.000231, wchange 0.80453523, angledelta 144.4 deg
    84. 

  84. step 66 - lrate 0.000227, wchange 0.78669933, angledelta 144.1 deg
    85. 

  85. step 67 - lrate 0.000222, wchange 0.71814258, angledelta 151.4 deg
    86. 

  86. step 68 - lrate 0.000218, wchange 0.70977797, angledelta 152.8 deg
    87. 

  87. step 69 - lrate 0.000214, wchange 0.75308935, angledelta 153.7 deg
    88. 

  88. step 70 - lrate 0.000209, wchange 0.77399153, angledelta 151.8 deg
    89. 

  89. step 71 - lrate 0.000205, wchange 0.77805765, angledelta 141.6 deg
    90. 

  90. step 72 - lrate 0.000201, wchange 0.73851803, angledelta 153.5 deg
    91. 

  91. step 73 - lrate 0.000197, wchange 0.76387711, angledelta 152.9 deg
    92. 

  92. step 74 - lrate 0.000193, wchange 0.86332523, angledelta 149.4 deg
    93. 

  93. step 75 - lrate 0.000189, wchange 1.48230269, angledelta 132.6 deg
    94. 

  94. step 76 - lrate 0.000185, wchange 0.69166447, angledelta 128.8 deg
    95. 

  95. step 77 - lrate 0.000182, wchange 0.74914325, angledelta 154.4 deg
    96. 

  96. step 78 - lrate 0.000178, wchange 0.81680398, angledelta 152.4 deg
    97. 

  97. step 79 - lrate 0.000174, wchange 0.74100873, angledelta 154.3 deg
    98. 

  98. step 80 - lrate 0.000171, wchange 0.69264127, angledelta 153.8 deg
    99. 

  99. step 81 - lrate 0.000168, wchange 0.71755633, angledelta 145.9 deg
    100. 

  100. step 82 - lrate 0.000164, wchange 0.72651995, angledelta 141.2 deg
    101. 

  101. step 83 - lrate 0.000161, wchange 0.71831740, angledelta 146.0 deg
    102. 

  102. step 84 - lrate 0.000158, wchange 0.71978147, angledelta 144.1 deg
    103. 

  103. step 85 - lrate 0.000155, wchange 0.91864920, angledelta 144.0 deg
    104. 

  104. step 86 - lrate 0.000151, wchange 0.77770226, angledelta 134.3 deg
    105. 

  105. step 87 - lrate 0.000148, wchange 0.70561525, angledelta 141.0 deg
    106. 

  106. step 88 - lrate 0.000145, wchange 0.73660628, angledelta 154.7 deg
    107. 

  107. step 89 - lrate 0.000143, wchange 0.11963695, angledelta 103.7 deg
    108. 

  108. step 90 - lrate 0.000140, wchange 0.70328327, angledelta 99.3 deg
    109. 

  109. step 91 - lrate 0.000137, wchange 0.71624490, angledelta 158.2 deg
    110. 

  110. step 92 - lrate 0.000134, wchange 0.69840661, angledelta 153.4 deg
    111. 

  111. step 93 - lrate 0.000131, wchange 0.11661788, angledelta 104.1 deg
    112. 

  112. step 94 - lrate 0.000129, wchange 0.08106122, angledelta 105.2 deg
    113. 

  113. step 95 - lrate 0.000126, wchange 0.08033261, angledelta 114.2 deg
    114. 

  114. step 96 - lrate 0.000124, wchange 0.17720959, angledelta 106.4 deg
    115. 

  115. step 97 - lrate 0.000121, wchange 0.66311423, angledelta 112.3 deg
    116. 

  116. step 98 - lrate 0.000119, wchange 0.07370238, angledelta 96.9 deg
    117. 

  117. step 99 - lrate 0.000116, wchange 0.07132823, angledelta 115.6 deg
    118. 

  118. step 100 - lrate 0.000114, wchange 0.07513716, angledelta 120.1 deg
    119. 

  119. step 101 - lrate 0.000112, wchange 0.06908335, angledelta 116.8 deg
    120. 

  120. step 102 - lrate 0.000110, wchange 0.07154069, angledelta 120.3 deg
    121. 

  121. step 103 - lrate 0.000107, wchange 0.06204035, angledelta 118.5 deg
    122. 

  122. step 104 - lrate 0.000105, wchange 0.06236613, angledelta 118.2 deg
    123. 

  123. step 105 - lrate 0.000103, wchange 0.06091462, angledelta 114.4 deg
    124. 

  124. step 106 - lrate 0.000101, wchange 0.06829806, angledelta 120.1 deg
    125. 

  125. step 107 - lrate 0.000099, wchange 0.06935917, angledelta 117.0 deg
    126. 

  126. step 108 - lrate 0.000097, wchange 0.20711314, angledelta 109.1 deg
    127. 

  127. step 109 - lrate 0.000095, wchange 0.12740231, angledelta 80.0 deg
    128. 

  128. step 110 - lrate 0.000093, wchange 0.06771717, angledelta 91.5 deg
    129. 

  129. step 111 - lrate 0.000091, wchange 0.05706177, angledelta 109.7 deg
    130. 

  130. step 112 - lrate 0.000090, wchange 0.05256954, angledelta 112.4 deg
    131. 

  131. step 113 - lrate 0.000088, wchange 0.05520833, angledelta 112.0 deg
    132. 

  132. step 114 - lrate 0.000086, wchange 0.05173515, angledelta 119.2 deg
    133. 

  133. step 115 - lrate 0.000084, wchange 0.09802046, angledelta 108.0 deg
    134. 

  134. step 116 - lrate 0.000083, wchange 0.10296656, angledelta 137.3 deg
    135. 

  135. step 117 - lrate 0.000081, wchange 0.14110966, angledelta 99.8 deg
    136. 

  136. step 118 - lrate 0.000079, wchange 0.52716021, angledelta 101.8 deg
    137. 

  137. step 119 - lrate 0.000078, wchange 0.05812659, angledelta 93.9 deg
    138. 

  138. step 120 - lrate 0.000076, wchange 0.04674297, angledelta 113.0 deg
    139. 

  139. step 121 - lrate 0.000075, wchange 0.04058417, angledelta 117.1 deg
    140. 

  140. step 122 - lrate 0.000073, wchange 0.04290373, angledelta 120.6 deg
    141. 

  141. step 123 - lrate 0.000072, wchange 0.05012129, angledelta 121.0 deg
    142. 

  142. step 124 - lrate 0.000070, wchange 0.04378140, angledelta 123.8 deg
    143. 

  143. step 125 - lrate 0.000069, wchange 0.03808394, angledelta 115.0 deg
    144. 

  144. step 126 - lrate 0.000067, wchange 0.03665737, angledelta 118.6 deg
    145. 

  145. step 127 - lrate 0.000066, wchange 0.03780190, angledelta 118.4 deg
    146. 

  146. step 128 - lrate 0.000065, wchange 0.03836100, angledelta 116.1 deg
    147. 

  147. step 129 - lrate 0.000064, wchange 0.03854539, angledelta 120.2 deg
    148. 

  148. step 130 - lrate 0.000062, wchange 0.03430902, angledelta 121.4 deg
    149. 

  149. step 131 - lrate 0.000061, wchange 0.03066710, angledelta 119.7 deg
    150. 

  150. step 132 - lrate 0.000060, wchange 0.03386354, angledelta 118.0 deg
    151. 

  151. step 133 - lrate 0.000059, wchange 0.03005920, angledelta 120.3 deg
    152. 

  152. step 134 - lrate 0.000057, wchange 0.02702630, angledelta 118.1 deg
    153. 

  153. step 135 - lrate 0.000056, wchange 0.02915999, angledelta 117.1 deg
    154. 

  154. step 136 - lrate 0.000055, wchange 0.03094942, angledelta 120.9 deg
    155. 

  155. step 137 - lrate 0.000054, wchange 0.03006860, angledelta 118.7 deg
    156. 

  156. step 138 - lrate 0.000053, wchange 0.02806449, angledelta 121.2 deg
    157. 

  157. step 139 - lrate 0.000052, wchange 0.02905160, angledelta 114.6 deg
    158. 

  158. step 140 - lrate 0.000051, wchange 0.15138344, angledelta 104.0 deg
    159. 

  159. step 141 - lrate 0.000050, wchange 0.04049538, angledelta 98.2 deg
    160. 

  160. step 142 - lrate 0.000049, wchange 0.04898944, angledelta 87.9 deg
    161. 

  161. step 143 - lrate 0.000048, wchange 0.22242120, angledelta 123.7 deg
    162. 

  162. step 144 - lrate 0.000047, wchange 0.02656028, angledelta 92.3 deg
    163. 

  163. step 145 - lrate 0.000046, wchange 0.02272377, angledelta 117.2 deg
    164. 

  164. step 146 - lrate 0.000045, wchange 0.14061255, angledelta 100.4 deg
    165. 

  165. step 147 - lrate 0.000044, wchange 0.14397173, angledelta 153.3 deg
    166. 

  166. step 148 - lrate 0.000043, wchange 0.13758810, angledelta 156.4 deg
    167. 

  167. step 149 - lrate 0.000042, wchange 0.02882383, angledelta 99.7 deg
    168. 

  168. step 150 - lrate 0.000042, wchange 0.14539616, angledelta 111.3 deg
    169. 

  169. step 151 - lrate 0.000041, wchange 0.02079275, angledelta 98.1 deg
    170. 

  170. step 152 - lrate 0.000040, wchange 0.01973958, angledelta 118.2 deg
    171. 

  171. step 153 - lrate 0.000039, wchange 0.01817326, angledelta 119.6 deg
    172. 

  172. step 154 - lrate 0.000038, wchange 0.01914845, angledelta 117.2 deg
    173. 

  173. step 155 - lrate 0.000038, wchange 0.01981660, angledelta 120.5 deg
    174. 

  174. step 156 - lrate 0.000037, wchange 0.02373579, angledelta 122.3 deg
    175. 

  175. step 157 - lrate 0.000036, wchange 0.02080393, angledelta 126.0 deg
    176. 

  176. step 158 - lrate 0.000035, wchange 0.02124236, angledelta 108.2 deg
    177. 

  177. step 159 - lrate 0.000035, wchange 0.01917890, angledelta 119.1 deg
    178. 

  178. step 160 - lrate 0.000034, wchange 0.01762868, angledelta 116.5 deg
    179. 

  179. step 161 - lrate 0.000033, wchange 0.01666458, angledelta 122.2 deg
    180. 

  180. step 162 - lrate 0.000033, wchange 0.01751183, angledelta 122.0 deg
    181. 

  181. step 163 - lrate 0.000032, wchange 0.01669382, angledelta 117.9 deg
    182. 

  182. step 164 - lrate 0.000031, wchange 0.01792900, angledelta 123.6 deg
    183. 

  183. step 165 - lrate 0.000031, wchange 0.01495606, angledelta 121.0 deg
    184. 

  184. step 166 - lrate 0.000030, wchange 0.01480602, angledelta 118.3 deg
    185. 

  185. step 167 - lrate 0.000029, wchange 0.01697831, angledelta 117.7 deg
    186. 

  186. step 168 - lrate 0.000029, wchange 0.01479822, angledelta 119.5 deg
    187. 

  187. step 169 - lrate 0.000028, wchange 0.01405074, angledelta 118.5 deg
    188. 

  188. step 170 - lrate 0.000028, wchange 0.01413306, angledelta 117.6 deg
    189. 

  189. step 171 - lrate 0.000027, wchange 0.01487542, angledelta 122.4 deg
    190. 

  190. step 172 - lrate 0.000027, wchange 0.01634830, angledelta 125.8 deg
    191. 

  191. step 173 - lrate 0.000026, wchange 0.01398724, angledelta 124.7 deg
    192. 

  192. step 174 - lrate 0.000026, wchange 0.01241250, angledelta 122.2 deg
    193. 

  193. step 175 - lrate 0.000025, wchange 0.01366435, angledelta 123.9 deg
    194. 

  194. step 176 - lrate 0.000025, wchange 0.01195898, angledelta 118.1 deg
    195. 

  195. step 177 - lrate 0.000024, wchange 0.01260099, angledelta 115.7 deg
    196. 

  196. step 178 - lrate 0.000024, wchange 0.01329274, angledelta 125.9 deg
    197. 

  197. step 179 - lrate 0.000023, wchange 0.01248412, angledelta 122.3 deg
    198. 

  198. step 180 - lrate 0.000023, wchange 0.01170157, angledelta 114.7 deg
    199. 

  199. step 181 - lrate 0.000022, wchange 0.01224401, angledelta 122.5 deg
    200. 

  200. step 182 - lrate 0.000022, wchange 0.01150091, angledelta 125.4 deg
    201. 

  201. step 183 - lrate 0.000021, wchange 0.00990417, angledelta 122.7 deg
    202. 

  202. step 184 - lrate 0.000021, wchange 0.00963322, angledelta 117.0 deg
    203. 

  203. step 185 - lrate 0.000020, wchange 0.00927222, angledelta 122.6 deg
    204. 

  204. step 186 - lrate 0.000020, wchange 0.00935773, angledelta 119.3 deg
    205. 

  205. step 187 - lrate 0.000020, wchange 0.00924532, angledelta 121.3 deg
    206. 

  206. step 188 - lrate 0.000019, wchange 0.01077207, angledelta 122.1 deg
    207. 

  207. step 189 - lrate 0.000019, wchange 0.00860787, angledelta 110.5 deg
    208. 

  208. step 190 - lrate 0.000019, wchange 0.01275545, angledelta 120.1 deg
    209. 

  209. step 191 - lrate 0.000018, wchange 0.00940919, angledelta 125.9 deg
    210. 

  210. step 192 - lrate 0.000018, wchange 0.00815030, angledelta 120.3 deg
    211. 

  211. step 193 - lrate 0.000017, wchange 0.00777679, angledelta 119.4 deg
    212. 

  212. step 194 - lrate 0.000017, wchange 0.00787924, angledelta 117.7 deg
    213. 

  213. step 195 - lrate 0.000017, wchange 0.00957003, angledelta 119.7 deg
    214. 

  214. step 196 - lrate 0.000016, wchange 0.00792704, angledelta 122.8 deg
    215. 

  215. step 197 - lrate 0.000016, wchange 0.00742001, angledelta 118.6 deg
    216. 

  216. step 198 - lrate 0.000016, wchange 0.00751360, angledelta 118.9 deg
    217. 

  217. step 199 - lrate 0.000015, wchange 0.00732576, angledelta 119.6 deg
    218. 

  218. step 200 - lrate 0.000015, wchange 0.00685981, angledelta 121.5 deg
    219. 

  219. step 201 - lrate 0.000015, wchange 0.00695531, angledelta 116.6 deg
    220. 

  220. step 202 - lrate 0.000015, wchange 0.00711032, angledelta 121.9 deg
    221. 

  221. step 203 - lrate 0.000014, wchange 0.00675470, angledelta 118.5 deg
    222. 

  222. step 204 - lrate 0.000014, wchange 0.00603394, angledelta 121.2 deg
    223. 

  223. step 205 - lrate 0.000014, wchange 0.00610144, angledelta 118.8 deg
    224. 

  224. step 206 - lrate 0.000013, wchange 0.00613153, angledelta 120.7 deg
    225. 

  225. step 207 - lrate 0.000013, wchange 0.00588100, angledelta 119.9 deg
    226. 

  226. step 208 - lrate 0.000013, wchange 0.00626336, angledelta 118.9 deg
    227. 

  227. step 209 - lrate 0.000013, wchange 0.00555074, angledelta 120.4 deg
    228. 

  228. step 210 - lrate 0.000012, wchange 0.00574400, angledelta 121.7 deg
    229. 

  229. step 211 - lrate 0.000012, wchange 0.00573185, angledelta 120.9 deg
    230. 

  230. step 212 - lrate 0.000012, wchange 0.00522890, angledelta 120.0 deg
    231. 

  231. step 213 - lrate 0.000012, wchange 0.00532741, angledelta 120.2 deg
    232. 

  232. step 214 - lrate 0.000011, wchange 0.00496867, angledelta 118.8 deg
    233. 

  233. step 215 - lrate 0.000011, wchange 0.00532464, angledelta 119.0 deg
    234. 

  234. step 216 - lrate 0.000011, wchange 0.00599020, angledelta 123.6 deg
    235. 

  235. step 217 - lrate 0.000011, wchange 0.00566850, angledelta 121.0 deg
    236. 

  236. step 218 - lrate 0.000011, wchange 0.00475753, angledelta 119.6 deg
    237. 

  237. step 219 - lrate 0.000010, wchange 0.00455723, angledelta 121.6 deg
    238. 

  238. step 220 - lrate 0.000010, wchange 0.00428900, angledelta 121.0 deg
    239. 

  239. step 221 - lrate 0.000010, wchange 0.00401522, angledelta 115.9 deg
    240. 

  240. step 222 - lrate 0.000010, wchange 0.00488044, angledelta 119.0 deg
    241. 

  241. step 223 - lrate 0.000010, wchange 0.00482734, angledelta 123.8 deg
    242. 

  242. step 224 - lrate 0.000009, wchange 0.00400913, angledelta 114.8 deg
    243. 

  243. step 225 - lrate 0.000009, wchange 0.00443363, angledelta 119.8 deg
    244. 

  244. step 226 - lrate 0.000009, wchange 0.00425319, angledelta 122.5 deg
    245. 

  245. step 227 - lrate 0.000009, wchange 0.00435656, angledelta 119.1 deg
    246. 

  246. step 228 - lrate 0.000009, wchange 0.00469692, angledelta 126.5 deg
    247. 

  247. step 229 - lrate 0.000008, wchange 0.00475773, angledelta 121.0 deg
    248. 

  248. step 230 - lrate 0.000008, wchange 0.00419088, angledelta 127.3 deg
    249. 

  249. step 231 - lrate 0.000008, wchange 0.00342494, angledelta 109.9 deg
    250. 

  250. step 232 - lrate 0.000008, wchange 0.00334543, angledelta 121.3 deg
    251. 

  251. step 233 - lrate 0.000008, wchange 0.00337825, angledelta 120.1 deg
    252. 

  252. step 234 - lrate 0.000008, wchange 0.00356886, angledelta 122.7 deg
    253. 

  253. step 235 - lrate 0.000007, wchange 0.00389756, angledelta 123.5 deg
    254. 

  254. step 236 - lrate 0.000007, wchange 0.00356664, angledelta 127.2 deg
    255. 

  255. step 237 - lrate 0.000007, wchange 0.00317883, angledelta 123.4 deg
    256. 

  256. step 238 - lrate 0.000007, wchange 0.00289421, angledelta 115.8 deg
    257. 

  257. step 239 - lrate 0.000007, wchange 0.00307262, angledelta 119.3 deg
    258. 

  258. step 240 - lrate 0.000007, wchange 0.00306940, angledelta 117.0 deg
    259. 

  259. step 241 - lrate 0.000007, wchange 0.00372405, angledelta 119.8 deg
    260. 

  260. step 242 - lrate 0.000006, wchange 0.00278861, angledelta 120.1 deg
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  261. step 243 - lrate 0.000006, wchange 0.00266319, angledelta 118.0 deg
    262. 

  262. step 244 - lrate 0.000006, wchange 0.00253951, angledelta 120.1 deg
    263. 

  263. step 245 - lrate 0.000006, wchange 0.00292866, angledelta 122.0 deg
    264. 

  264. step 246 - lrate 0.000006, wchange 0.00245801, angledelta 119.3 deg
    265. 

  265. step 247 - lrate 0.000006, wchange 0.00252444, angledelta 119.1 deg
    266. 

  266. step 248 - lrate 0.000006, wchange 0.00248178, angledelta 121.0 deg
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  267. step 249 - lrate 0.000006, wchange 0.00249301, angledelta 123.7 deg
    268. 

  268. step 250 - lrate 0.000006, wchange 0.00209932, angledelta 118.9 deg
    269. 

  269. step 251 - lrate 0.000005, wchange 0.00214109, angledelta 119.4 deg
    270. 

  270. step 252 - lrate 0.000005, wchange 0.00218164, angledelta 122.4 deg
    271. 

  271. step 253 - lrate 0.000005, wchange 0.00209951, angledelta 121.2 deg
    272. 

  272. step 254 - lrate 0.000005, wchange 0.00208186, angledelta 118.9 deg
    273. 

  273. step 255 - lrate 0.000005, wchange 0.00187004, angledelta 117.7 deg
    274. 

  274. step 256 - lrate 0.000005, wchange 0.00189520, angledelta 118.9 deg
    275. 

  275. step 257 - lrate 0.000005, wchange 0.00182881, angledelta 117.0 deg
    276. 

  276. step 258 - lrate 0.000005, wchange 0.00208336, angledelta 120.8 deg
    277. 

  277. step 259 - lrate 0.000005, wchange 0.00181555, angledelta 123.8 deg
    278. 

  278. step 260 - lrate 0.000005, wchange 0.00191191, angledelta 119.8 deg
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  279. step 261 - lrate 0.000004, wchange 0.00170498, angledelta 123.4 deg
    280. 

  280. step 262 - lrate 0.000004, wchange 0.00156810, angledelta 114.0 deg
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  281. step 263 - lrate 0.000004, wchange 0.00155770, angledelta 119.1 deg
    282. 

  282. step 264 - lrate 0.000004, wchange 0.00173021, angledelta 121.7 deg
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  283. step 265 - lrate 0.000004, wchange 0.00192336, angledelta 122.1 deg
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  284. step 266 - lrate 0.000004, wchange 0.00159467, angledelta 124.7 deg
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  285. step 267 - lrate 0.000004, wchange 0.00141708, angledelta 118.4 deg
    286. 

  286. step 268 - lrate 0.000004, wchange 0.00143860, angledelta 119.9 deg
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  287. step 269 - lrate 0.000004, wchange 0.11824512, angledelta 90.0 deg
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  288. step 270 - lrate 0.000004, wchange 0.00160915, angledelta 93.1 deg
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  289. step 271 - lrate 0.000004, wchange 0.00126930, angledelta 117.6 deg
    290. 

  290. step 272 - lrate 0.000004, wchange 0.00121388, angledelta 117.9 deg
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  291. step 273 - lrate 0.000003, wchange 0.00117736, angledelta 118.3 deg
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  292. step 274 - lrate 0.000003, wchange 0.00123702, angledelta 115.4 deg
    293. 

  293. step 275 - lrate 0.000003, wchange 0.00127432, angledelta 119.1 deg
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  294. step 276 - lrate 0.000003, wchange 0.00150855, angledelta 122.5 deg
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  295. step 277 - lrate 0.000003, wchange 0.00100121, angledelta 112.6 deg
    296. 

  296. step 278 - lrate 0.000003, wchange 0.11283107, angledelta 93.8 deg
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  297. step 279 - lrate 0.000003, wchange 0.00130946, angledelta 76.9 deg
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  298. step 280 - lrate 0.000003, wchange 0.00111119, angledelta 103.1 deg
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  299. step 281 - lrate 0.000003, wchange 0.00124878, angledelta 111.8 deg
    300. 

  300. step 282 - lrate 0.000003, wchange 0.00103772, angledelta 116.5 deg
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  301. step 283 - lrate 0.000003, wchange 0.00090798, angledelta 115.8 deg
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  302. step 284 - lrate 0.000003, wchange 0.00087648, angledelta 116.7 deg
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  303. step 285 - lrate 0.000003, wchange 0.00088946, angledelta 118.4 deg
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  304. step 286 - lrate 0.000003, wchange 0.00087568, angledelta 118.8 deg
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  306. step 288 - lrate 0.000003, wchange 0.00082134, angledelta 118.0 deg
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  308. step 290 - lrate 0.000002, wchange 0.00078384, angledelta 122.2 deg
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  309. step 291 - lrate 0.000002, wchange 0.00069531, angledelta 118.6 deg
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    314. 

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    315. 

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    318. 

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    322. 

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    323. 

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    325. 

  325. step 307 - lrate 0.000002, wchange 0.00041703, angledelta 122.7 deg
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    329. 

  329. step 311 - lrate 0.000002, wchange 0.00032299, angledelta 119.1 deg
    330. 

  330. step 312 - lrate 0.000002, wchange 0.00031119, angledelta 117.6 deg
    331. 

  331. step 313 - lrate 0.000002, wchange 0.00031474, angledelta 117.6 deg
    332. 

  332. step 314 - lrate 0.000002, wchange 0.00031409, angledelta 120.4 deg
    333. 

  333. step 315 - lrate 0.000001, wchange 0.00027453, angledelta 118.0 deg
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    335. 

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    336. 

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    337. 

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    338. 

  338. step 320 - lrate 0.000001, wchange 0.00023420, angledelta 118.4 deg
    339. 

  339. step 321 - lrate 0.000001, wchange 0.00020576, angledelta 119.7 deg
    340. 

  340. step 322 - lrate 0.000001, wchange 0.00024569, angledelta 116.7 deg
    341. 

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    342. 

  342. step 324 - lrate 0.000001, wchange 0.00019553, angledelta 118.3 deg
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    344. 

  344. step 326 - lrate 0.000001, wchange 0.00016567, angledelta 116.7 deg
    345. 

  345. step 327 - lrate 0.000001, wchange 0.00015067, angledelta 117.8 deg
    346. 

  346. step 328 - lrate 0.000001, wchange 0.00016765, angledelta 115.7 deg
    347. 

  347. step 329 - lrate 0.000001, wchange 0.00015328, angledelta 117.9 deg
    348. 

  348. step 330 - lrate 0.000001, wchange 0.00014100, angledelta 115.3 deg
    349. 

  349. step 331 - lrate 0.000001, wchange 0.00013276, angledelta 117.3 deg
    350. 

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    351. 

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    352. 

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    354. 

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    355. 

  355. step 337 - lrate 0.000001, wchange 0.00009857, angledelta 116.9 deg
    356. 

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    357. 

  357. step 339 - lrate 0.000001, wchange 0.00008543, angledelta 115.1 deg
    358. 

  358. step 340 - lrate 0.000001, wchange 0.00008158, angledelta 118.0 deg
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    362. 

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    363. 

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    364. 

  364. step 346 - lrate 0.000001, wchange 0.00006298, angledelta 76.9 deg
    365. 

  365. step 347 - lrate 0.000001, wchange 0.00276314, angledelta 105.4 deg
    366. 

  366. step 348 - lrate 0.000001, wchange 0.04720191, angledelta  9.1 deg
    367. 

  367. step 349 - lrate 0.000001, wchange 0.00412896, angledelta 11.2 deg
    368. 

  368. step 350 - lrate 0.000001, wchange 0.00013877, angledelta 40.2 deg
    369. 

  369. step 351 - lrate 0.000001, wchange 0.00005614, angledelta 84.1 deg
    370. 

  370. step 352 - lrate 0.000001, wchange 0.00004908, angledelta 112.7 deg
    371. 

  371. step 353 - lrate 0.000001, wchange 0.00005109, angledelta 109.7 deg
    372. 

  372. step 354 - lrate 0.000001, wchange 0.00004874, angledelta 115.6 deg
    373. 

  373. step 355 - lrate 0.000001, wchange 0.00005263, angledelta 112.3 deg
    374. 

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    375. 

  375. step 357 - lrate 0.000001, wchange 0.00005183, angledelta 105.9 deg
    376. 

  376. step 358 - lrate 0.000001, wchange 0.00004271, angledelta 118.6 deg
    377. 

  377. step 359 - lrate 0.000001, wchange 0.00003994, angledelta 114.7 deg
    378. 

  378. step 360 - lrate 0.000001, wchange 0.00003617, angledelta 112.8 deg
    379. 

  379. step 361 - lrate 0.000001, wchange 0.00003549, angledelta 115.8 deg
    380. 

  380. step 362 - lrate 0.000001, wchange 0.00002964, angledelta 112.9 deg
    381. 

  381. step 363 - lrate 0.000001, wchange 0.00003274, angledelta 107.3 deg
    382. 

  382. step 364 - lrate 0.000001, wchange 0.00003033, angledelta 116.2 deg
    383. 

  383. step 365 - lrate 0.000001, wchange 0.00002660, angledelta 111.1 deg
    384. 

  384. step 366 - lrate 0.000001, wchange 0.00002368, angledelta 112.5 deg
    385. 

  385. step 367 - lrate 0.000001, wchange 0.00002544, angledelta 116.7 deg
    386. 

  386. step 368 - lrate 0.000001, wchange 0.00002121, angledelta 109.5 deg
    387. 

  387. step 369 - lrate 0.000001, wchange 0.00002056, angledelta 111.4 deg
    388. 

  388. step 370 - lrate 0.000001, wchange 0.00001757, angledelta 111.9 deg
    389. 

  389. step 371 - lrate 0.000001, wchange 0.00001645, angledelta 105.9 deg
    390. 

  390. step 372 - lrate 0.000001, wchange 0.00001950, angledelta 113.9 deg
    391. 

  391. step 373 - lrate 0.000001, wchange 0.00001540, angledelta 113.9 deg
    392. 

  392. step 374 - lrate 0.000000, wchange 0.00001303, angledelta 112.5 deg
    393. 

  393. step 375 - lrate 0.000000, wchange 0.00001391, angledelta 108.9 deg
    394. 

  394. step 376 - lrate 0.000000, wchange 0.00001161, angledelta 110.1 deg
    395. 

  395. step 377 - lrate 0.000000, wchange 0.00001146, angledelta 109.2 deg
    396. 

  396. step 378 - lrate 0.000000, wchange 0.00001122, angledelta 112.5 deg
    397. 

  397. step 379 - lrate 0.000000, wchange 0.00000986, angledelta 101.1 deg
    398. 

  398. step 380 - lrate 0.000000, wchange 0.00001072, angledelta 113.0 deg
    399. 

  399. step 381 - lrate 0.000000, wchange 0.00000868, angledelta 113.2 deg
    400. 

  400. step 382 - lrate 0.000000, wchange 0.00000790, angledelta 107.0 deg
    401. 

  401. step 383 - lrate 0.000000, wchange 0.00000742, angledelta 106.6 deg
    402. 

  402. step 384 - lrate 0.000000, wchange 0.00000703, angledelta 102.4 deg
    403. 

  403. step 385 - lrate 0.000000, wchange 0.00000742, angledelta 108.3 deg
    404. 

  404. step 386 - lrate 0.000000, wchange 0.00000626, angledelta 109.4 deg
    405. 

  405. step 387 - lrate 0.000000, wchange 0.00000576, angledelta 105.4 deg
    406. 

  406. step 388 - lrate 0.000000, wchange 0.00000525, angledelta 105.9 deg
    407. 

  407. step 389 - lrate 0.000000, wchange 0.00000565, angledelta 107.0 deg
    408. 

  408. step 390 - lrate 0.000000, wchange 0.00000476, angledelta 108.3 deg
    409. 

  409. step 391 - lrate 0.000000, wchange 0.00000498, angledelta 106.3 deg
    410. 

  410. step 392 - lrate 0.000000, wchange 0.00000424, angledelta 107.7 deg
    411. 

  411. step 393 - lrate 0.000000, wchange 0.00000400, angledelta 108.2 deg
    412. 

  412. step 394 - lrate 0.000000, wchange 0.00000353, angledelta 111.9 deg
    413. 

  413. step 395 - lrate 0.000000, wchange 0.00000316, angledelta 104.5 deg
    414. 

  414. step 396 - lrate 0.000000, wchange 0.00000307, angledelta 105.5 deg
    415. 

  415. step 397 - lrate 0.000000, wchange 0.00000252, angledelta 106.7 deg
    416. 

  416. step 398 - lrate 0.000000, wchange 0.00000256, angledelta 103.8 deg
    417. 

  417. step 399 - lrate 0.000000, wchange 0.00000224, angledelta 103.8 deg
    418. 

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    419. 

  419. step 401 - lrate 0.000000, wchange 0.00000207, angledelta 99.8 deg
    420. 

  420. step 402 - lrate 0.000000, wchange 0.00000189, angledelta 103.3 deg
    421. 

  421. step 403 - lrate 0.000000, wchange 0.00000186, angledelta 101.1 deg
    422. 

  422. step 404 - lrate 0.000000, wchange 0.00000194, angledelta 96.3 deg
    423. 

  423. step 405 - lrate 0.000000, wchange 0.00000168, angledelta 107.7 deg
    424. 

  424. step 406 - lrate 0.000000, wchange 0.00000141, angledelta 103.2 deg
    425. 

  425. step 407 - lrate 0.000000, wchange 0.00000147, angledelta 104.3 deg
    426. 

  426. step 408 - lrate 0.000000, wchange 0.00000138, angledelta 106.4 deg
    427. 

  427. step 409 - lrate 0.000000, wchange 0.00000113, angledelta 103.5 deg
    428. 

  428. step 410 - lrate 0.000000, wchange 0.00000106, angledelta 98.3 deg
    429. 

  429. step 411 - lrate 0.000000, wchange 0.00000110, angledelta 102.1 deg
    430. 

  430. step 412 - lrate 0.000000, wchange 0.00000100, angledelta 99.9 deg
    431. 

  431. step 413 - lrate 0.000000, wchange 0.00000087, angledelta 101.4 deg
    432. 

  432. step 414 - lrate 0.000000, wchange 0.00000090, angledelta 103.6 deg
    433. 

  433. step 415 - lrate 0.000000, wchange 0.00000072, angledelta 103.4 deg
    434. 

  434. step 416 - lrate 0.000000, wchange 0.00000072, angledelta 97.8 deg
    435. 

  435. step 417 - lrate 0.000000, wchange 0.00000066, angledelta 100.5 deg
    436. 

  436. step 418 - lrate 0.000000, wchange 0.00000060, angledelta 99.8 deg
    437. 

  437. step 419 - lrate 0.000000, wchange 0.00000059, angledelta 104.0 deg
    438. 

  438. step 420 - lrate 0.000000, wchange 0.00000050, angledelta 97.3 deg
    439. 

  439. step 421 - lrate 0.000000, wchange 0.00000050, angledelta 101.9 deg
    440. 

  440. step 422 - lrate 0.000000, wchange 0.00000042, angledelta 101.3 deg
    441. 

  441. step 423 - lrate 0.000000, wchange 0.00000040, angledelta 97.7 deg
    442. 

  442. step 424 - lrate 0.000000, wchange 0.00000040, angledelta 101.4 deg
    443. 

  443. step 425 - lrate 0.000000, wchange 0.00000036, angledelta 105.9 deg
    444. 

  444. step 426 - lrate 0.000000, wchange 0.00000038, angledelta 102.6 deg
    445. 

  445. step 427 - lrate 0.000000, wchange 0.00000034, angledelta 98.6 deg
    446. 

  446. step 428 - lrate 0.000000, wchange 0.00000029, angledelta 94.0 deg
    447. 

  447. step 429 - lrate 0.000000, wchange 0.00000026, angledelta 98.0 deg
    448. 

  448. step 430 - lrate 0.000000, wchange 0.00000024, angledelta 102.1 deg
    449. 

  449. step 431 - lrate 0.000000, wchange 0.00000024, angledelta 102.6 deg
    450. 

  450. step 432 - lrate 0.000000, wchange 0.00000019, angledelta 98.0 deg
    451. 

  451. step 433 - lrate 0.000000, wchange 0.00000025, angledelta 99.8 deg
    452. 

  452. step 434 - lrate 0.000000, wchange 0.00000020, angledelta 108.1 deg
    453. 

  453. step 435 - lrate 0.000000, wchange 0.00412910, angledelta 89.2 deg
    454. 

  454. step 436 - lrate 0.000000, wchange 0.01139846, angledelta  0.5 deg
    455. 

  455. step 437 - lrate 0.000000, wchange 0.00317571, angledelta  0.6 deg
    456. 

  456. step 438 - lrate 0.000000, wchange 0.00117522, angledelta  0.8 deg
    457. 

  457. step 439 - lrate 0.000000, wchange 0.00050840, angledelta  1.1 deg
    458. 

  458. step 440 - lrate 0.000000, wchange 0.00024218, angledelta  1.5 deg
    459. 

  459. step 441 - lrate 0.000000, wchange 0.00012294, angledelta  2.1 deg
    460. 

  460. step 442 - lrate 0.000000, wchange 0.00006555, angledelta  2.8 deg
    461. 

  461. step 443 - lrate 0.000000, wchange 0.00003583, angledelta  3.8 deg
    462. 

  462. step 444 - lrate 0.000000, wchange 0.00002009, angledelta  5.0 deg
    463. 

  463. step 445 - lrate 0.000000, wchange 0.00001162, angledelta  6.9 deg
    464. 

  464. step 446 - lrate 0.000000, wchange 0.00000674, angledelta  8.6 deg
    465. 

  465. step 447 - lrate 0.000000, wchange 0.00000401, angledelta 11.5 deg
    466. 

  466. step 448 - lrate 0.000000, wchange 0.00000245, angledelta 14.8 deg
    467. 

  467. step 449 - lrate 0.000000, wchange 0.00044180, angledelta 178.6 deg
    468. 

  468. step 450 - lrate 0.000000, wchange 0.00211793, angledelta  1.3 deg
    469. 

  469. step 451 - lrate 0.000000, wchange 0.00210451, angledelta  1.2 deg
    470. 

  470. step 452 - lrate 0.000000, wchange 0.00190907, angledelta  1.3 deg
    471. 

  471. step 453 - lrate 0.000000, wchange 0.00156692, angledelta  1.3 deg
    472. 

  472. step 454 - lrate 0.000000, wchange 0.00317774, angledelta 178.7 deg
    473. 

  473. step 455 - lrate 0.000000, wchange 0.00190018, angledelta  0.6 deg
    474. 

  474. step 456 - lrate 0.000000, wchange 0.00078353, angledelta  0.8 deg
    475. 

  475. step 457 - lrate 0.000000, wchange 0.00036358, angledelta  1.1 deg
    476. 

  476. step 458 - lrate 0.000000, wchange 0.00018237, angledelta  1.6 deg
    477. 

  477. step 459 - lrate 0.000000, wchange 0.00009650, angledelta  2.2 deg
    478. 

  478. step 460 - lrate 0.000000, wchange 0.00005305, angledelta  2.9 deg
    479. 

  479. step 461 - lrate 0.000000, wchange 0.00003000, angledelta  3.8 deg
    480. 

  480. step 462 - lrate 0.000000, wchange 0.00001726, angledelta  5.2 deg
    481. 

  481. step 463 - lrate 0.000000, wchange 0.00001015, angledelta  7.2 deg
    482. 

  482. step 464 - lrate 0.000000, wchange 0.00000606, angledelta  8.6 deg
    483. 

  483. step 465 - lrate 0.000000, wchange 0.00000367, angledelta 11.3 deg
    484. 

  484. step 466 - lrate 0.000000, wchange 0.00000227, angledelta 14.0 deg
    485. 

  485. step 467 - lrate 0.000000, wchange 0.00000143, angledelta 17.9 deg
    486. 

  486. step 468 - lrate 0.000000, wchange 0.00000091, angledelta 22.5 deg
    487. 

  487. step 469 - lrate 0.000000, wchange 0.00000061, angledelta 28.4 deg
    488. 

  488. step 470 - lrate 0.000000, wchange 0.00000043, angledelta 35.3 deg
    489. 

  489. step 471 - lrate 0.000000, wchange 0.00000031, angledelta 41.0 deg
    490. 

  490. step 472 - lrate 0.000000, wchange 0.00022999, angledelta 178.3 deg
    491. 

  491. step 473 - lrate 0.000000, wchange 0.00193458, angledelta  1.5 deg
    492. 

  492. step 474 - lrate 0.000000, wchange 0.00196191, angledelta  1.5 deg
    493. 

  493. step 475 - lrate 0.000000, wchange 0.00183380, angledelta  1.5 deg
    494. 

  494. step 476 - lrate 0.000000, wchange 0.00156616, angledelta  1.5 deg
    495. 

  495. step 477 - lrate 0.000000, wchange 0.00121861, angledelta  1.6 deg
    496. 

  496. step 478 - lrate 0.000000, wchange 0.00086411, angledelta  1.6 deg
    497. 

  497. step 479 - lrate 0.000000, wchange 0.00056310, angledelta  1.7 deg
    498. 

  498. step 480 - lrate 0.000000, wchange 0.00034267, angledelta  1.9 deg
    499. 

  499. step 481 - lrate 0.000000, wchange 0.00019558, angledelta  2.1 deg
    500. 

  500. step 482 - lrate 0.000000, wchange 0.00010687, angledelta  2.7 deg
    501. 

  501. step 483 - lrate 0.000000, wchange 0.00005630, angledelta  3.3 deg
    502. 

  502. step 484 - lrate 0.000000, wchange 0.00002938, angledelta  4.2 deg
    503. 

  503. step 485 - lrate 0.000000, wchange 0.00001447, angledelta  5.9 deg
    504. 

  504. step 486 - lrate 0.000000, wchange 0.00000757, angledelta  7.9 deg
    505. 

  505. step 487 - lrate 0.000000, wchange 0.00000373, angledelta 11.1 deg
    506. 

  506. step 488 - lrate 0.000000, wchange 0.00000188, angledelta 15.4 deg
    507. 

  507. step 489 - lrate 0.000000, wchange 0.00000094, angledelta 22.8 deg
    508. 

  508. step 490 - lrate 0.000000, wchange 0.00000058, angledelta 31.8 deg
    509. 

  509. step 491 - lrate 0.000000, wchange 0.00000034, angledelta 39.9 deg
    510. 

  510. step 492 - lrate 0.000000, wchange 0.00000024, angledelta 51.7 deg
    511. 

  511. step 493 - lrate 0.000000, wchange 0.00000018, angledelta 55.9 deg
    512. 

  512. step 494 - lrate 0.000000, wchange 0.00000015, angledelta 70.3 deg
    513. 

  513. step 495 - lrate 0.000000, wchange 0.00000014, angledelta 88.7 deg
    514. 

  514. step 496 - lrate 0.000000, wchange 0.00000013, angledelta 87.8 deg
    515. 

  515. step 497 - lrate 0.000000, wchange 0.00000012, angledelta 93.8 deg
    516. 

  516. step 498 - lrate 0.000000, wchange 0.00000010, angledelta 91.1 deg
    517. 

  517. step 499 - lrate 0.000000, wchange 0.00000009, angledelta 89.3 deg
    518. 

  518. Sorting components in descending order of mean projected variance ...
    519.