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log_sub-010_ica1_06-Jan-2022.txt

log_sub-010_ica1_06-Jan-2022.txt 35 KB
Cronologia Download

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  1. 

  2. Input data size [71,893500] = 71 channels, 893500 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 177 frames per ICA weight ((5041)^2 = 893500 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: -8.33204 to 9.52732
    12. 

  12. Computing the sphering matrix...
    13. 

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

  14. Sphering the data ...
    15. 

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

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

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

  18. Lowering learning rate to 0.000729 and starting again.
    19. 

  19. Lowering learning rate to 0.0006561 and starting again.
    20. 

  20. Lowering learning rate to 0.00059049 and starting again.
    21. 

  21. step 1 - lrate 0.000590, wchange 54.10893419, angledelta  0.0 deg
    22. 

  22. Lowering learning rate to 0.000531441 and starting again.
    23. 

  23. Lowering learning rate to 0.000478297 and starting again.
    24. 

  24. step 1 - lrate 0.000478, wchange 48.46151928, angledelta  0.0 deg
    25. 

  25. step 2 - lrate 0.000478, wchange 7.67166308, angledelta  0.0 deg
    26. 

  26. step 3 - lrate 0.000478, wchange 7.51365135, angledelta 90.3 deg
    27. 

  27. step 4 - lrate 0.000469, wchange 7.42349591, angledelta 120.1 deg
    28. 

  28. step 5 - lrate 0.000459, wchange 7.28634710, angledelta 120.2 deg
    29. 

  29. step 6 - lrate 0.000450, wchange 6.90676729, angledelta 118.8 deg
    30. 

  30. step 7 - lrate 0.000441, wchange 6.39588389, angledelta 118.5 deg
    31. 

  31. step 8 - lrate 0.000432, wchange 6.34959217, angledelta 117.9 deg
    32. 

  32. step 9 - lrate 0.000424, wchange 6.43177750, angledelta 116.5 deg
    33. 

  33. step 10 - lrate 0.000415, wchange 6.52423210, angledelta 119.4 deg
    34. 

  34. step 11 - lrate 0.000407, wchange 6.26711509, angledelta 115.6 deg
    35. 

  35. step 12 - lrate 0.000399, wchange 6.20516673, angledelta 118.1 deg
    36. 

  36. step 13 - lrate 0.000391, wchange 6.15624305, angledelta 121.9 deg
    37. 

  37. step 14 - lrate 0.000383, wchange 5.22155922, angledelta 118.7 deg
    38. 

  38. step 15 - lrate 0.000375, wchange 4.98014908, angledelta 114.9 deg
    39. 

  39. step 16 - lrate 0.000368, wchange 5.39264219, angledelta 118.3 deg
    40. 

  40. step 17 - lrate 0.000360, wchange 5.51781298, angledelta 120.1 deg
    41. 

  41. step 18 - lrate 0.000353, wchange 5.00171900, angledelta 119.1 deg
    42. 

  42. step 19 - lrate 0.000346, wchange 4.75458478, angledelta 115.8 deg
    43. 

  43. step 20 - lrate 0.000339, wchange 5.52633514, angledelta 119.2 deg
    44. 

  44. step 21 - lrate 0.000332, wchange 4.86710183, angledelta 120.0 deg
    45. 

  45. step 22 - lrate 0.000326, wchange 4.62949275, angledelta 119.9 deg
    46. 

  46. step 23 - lrate 0.000319, wchange 4.62897768, angledelta 114.9 deg
    47. 

  47. step 24 - lrate 0.000313, wchange 5.13114091, angledelta 120.3 deg
    48. 

  48. step 25 - lrate 0.000307, wchange 5.30163552, angledelta 123.0 deg
    49. 

  49. step 26 - lrate 0.000301, wchange 5.12499597, angledelta 123.8 deg
    50. 

  50. step 27 - lrate 0.000295, wchange 4.97363369, angledelta 119.3 deg
    51. 

  51. step 28 - lrate 0.000289, wchange 4.60647391, angledelta 122.4 deg
    52. 

  52. step 29 - lrate 0.000283, wchange 4.39821860, angledelta 119.8 deg
    53. 

  53. step 30 - lrate 0.000277, wchange 4.38510628, angledelta 121.8 deg
    54. 

  54. step 31 - lrate 0.000272, wchange 4.90626159, angledelta 121.4 deg
    55. 

  55. step 32 - lrate 0.000266, wchange 4.30011546, angledelta 123.8 deg
    56. 

  56. step 33 - lrate 0.000261, wchange 3.90058859, angledelta 120.7 deg
    57. 

  57. step 34 - lrate 0.000256, wchange 3.81596615, angledelta 117.4 deg
    58. 

  58. step 35 - lrate 0.000251, wchange 3.71361638, angledelta 126.9 deg
    59. 

  59. step 36 - lrate 0.000246, wchange 3.90409962, angledelta 122.4 deg
    60. 

  60. step 37 - lrate 0.000241, wchange 3.83728637, angledelta 128.0 deg
    61. 

  61. step 38 - lrate 0.000236, wchange 3.30940808, angledelta 115.7 deg
    62. 

  62. step 39 - lrate 0.000231, wchange 3.78318723, angledelta 119.4 deg
    63. 

  63. step 40 - lrate 0.000226, wchange 3.04261178, angledelta 112.9 deg
    64. 

  64. step 41 - lrate 0.000222, wchange 3.45120691, angledelta 116.9 deg
    65. 

  65. step 42 - lrate 0.000218, wchange 3.01861782, angledelta 121.8 deg
    66. 

  66. step 43 - lrate 0.000213, wchange 3.08114065, angledelta 114.4 deg
    67. 

  67. step 44 - lrate 0.000209, wchange 3.36902606, angledelta 125.6 deg
    68. 

  68. step 45 - lrate 0.000205, wchange 2.54910788, angledelta 106.6 deg
    69. 

  69. step 46 - lrate 0.000201, wchange 2.14995993, angledelta 112.3 deg
    70. 

  70. step 47 - lrate 0.000197, wchange 3.21927052, angledelta 113.0 deg
    71. 

  71. step 48 - lrate 0.000193, wchange 2.30835931, angledelta 117.1 deg
    72. 

  72. step 49 - lrate 0.000189, wchange 2.56872283, angledelta 114.2 deg
    73. 

  73. step 50 - lrate 0.000185, wchange 1.88907498, angledelta 114.8 deg
    74. 

  74. step 51 - lrate 0.000181, wchange 2.61657881, angledelta 109.1 deg
    75. 

  75. step 52 - lrate 0.000178, wchange 1.91077515, angledelta 112.6 deg
    76. 

  76. step 53 - lrate 0.000174, wchange 2.15021796, angledelta 112.9 deg
    77. 

  77. step 54 - lrate 0.000171, wchange 2.24739709, angledelta 120.2 deg
    78. 

  78. step 55 - lrate 0.000167, wchange 1.21979620, angledelta 109.9 deg
    79. 

  79. step 56 - lrate 0.000164, wchange 1.38585678, angledelta 105.8 deg
    80. 

  80. step 57 - lrate 0.000161, wchange 2.01502470, angledelta 118.3 deg
    81. 

  81. step 58 - lrate 0.000157, wchange 2.15277453, angledelta 128.5 deg
    82. 

  82. step 59 - lrate 0.000154, wchange 1.81740815, angledelta 124.0 deg
    83. 

  83. step 60 - lrate 0.000151, wchange 1.81111909, angledelta 114.8 deg
    84. 

  84. step 61 - lrate 0.000148, wchange 1.37506629, angledelta 119.3 deg
    85. 

  85. step 62 - lrate 0.000145, wchange 1.35017581, angledelta 114.7 deg
    86. 

  86. step 63 - lrate 0.000142, wchange 1.43993682, angledelta 114.9 deg
    87. 

  87. step 64 - lrate 0.000139, wchange 1.00981873, angledelta 116.9 deg
    88. 

  88. step 65 - lrate 0.000137, wchange 1.13867621, angledelta 100.3 deg
    89. 

  89. step 66 - lrate 0.000134, wchange 1.26341365, angledelta 123.2 deg
    90. 

  90. step 67 - lrate 0.000131, wchange 0.97924689, angledelta 117.2 deg
    91. 

  91. step 68 - lrate 0.000129, wchange 1.42409385, angledelta 105.0 deg
    92. 

  92. step 69 - lrate 0.000126, wchange 0.97417717, angledelta 116.7 deg
    93. 

  93. step 70 - lrate 0.000124, wchange 0.97588087, angledelta 108.6 deg
    94. 

  94. step 71 - lrate 0.000121, wchange 1.02311172, angledelta 103.3 deg
    95. 

  95. step 72 - lrate 0.000119, wchange 0.77636677, angledelta 109.2 deg
    96. 

  96. step 73 - lrate 0.000116, wchange 1.28272409, angledelta 118.5 deg
    97. 

  97. step 74 - lrate 0.000114, wchange 0.84474197, angledelta 120.1 deg
    98. 

  98. step 75 - lrate 0.000112, wchange 0.31786822, angledelta 110.3 deg
    99. 

  99. step 76 - lrate 0.000109, wchange 0.15295630, angledelta 114.2 deg
    100. 

  100. step 77 - lrate 0.000107, wchange 0.15493318, angledelta 122.7 deg
    101. 

  101. step 78 - lrate 0.000105, wchange 0.73178281, angledelta 104.4 deg
    102. 

  102. step 79 - lrate 0.000103, wchange 0.33609829, angledelta 98.3 deg
    103. 

  103. step 80 - lrate 0.000101, wchange 0.34525305, angledelta 136.3 deg
    104. 

  104. step 81 - lrate 0.000099, wchange 0.13089538, angledelta 110.5 deg
    105. 

  105. step 82 - lrate 0.000097, wchange 0.14283392, angledelta 122.6 deg
    106. 

  106. step 83 - lrate 0.000095, wchange 0.30876259, angledelta 108.9 deg
    107. 

  107. step 84 - lrate 0.000093, wchange 0.28226514, angledelta 139.6 deg
    108. 

  108. step 85 - lrate 0.000091, wchange 0.23564307, angledelta 101.3 deg
    109. 

  109. step 86 - lrate 0.000089, wchange 0.98151995, angledelta 117.6 deg
    110. 

  110. step 87 - lrate 0.000088, wchange 0.36543211, angledelta 108.0 deg
    111. 

  111. step 88 - lrate 0.000086, wchange 0.17445870, angledelta 105.7 deg
    112. 

  112. step 89 - lrate 0.000084, wchange 0.12220214, angledelta 108.4 deg
    113. 

  113. step 90 - lrate 0.000082, wchange 0.13695949, angledelta 115.9 deg
    114. 

  114. step 91 - lrate 0.000081, wchange 0.30767134, angledelta 109.4 deg
    115. 

  115. step 92 - lrate 0.000079, wchange 0.19765246, angledelta 122.8 deg
    116. 

  116. step 93 - lrate 0.000078, wchange 0.15812965, angledelta 105.5 deg
    117. 

  117. step 94 - lrate 0.000076, wchange 0.10841195, angledelta 101.1 deg
    118. 

  118. step 95 - lrate 0.000075, wchange 0.19645231, angledelta 120.5 deg
    119. 

  119. step 96 - lrate 0.000073, wchange 0.28828382, angledelta 127.3 deg
    120. 

  120. step 97 - lrate 0.000072, wchange 0.18810291, angledelta 126.5 deg
    121. 

  121. step 98 - lrate 0.000070, wchange 0.08726108, angledelta 109.6 deg
    122. 

  122. step 99 - lrate 0.000069, wchange 0.07547690, angledelta 118.7 deg
    123. 

  123. step 100 - lrate 0.000067, wchange 0.07581040, angledelta 119.4 deg
    124. 

  124. step 101 - lrate 0.000066, wchange 0.06449751, angledelta 117.2 deg
    125. 

  125. step 102 - lrate 0.000065, wchange 0.06438420, angledelta 112.4 deg
    126. 

  126. step 103 - lrate 0.000063, wchange 0.06612224, angledelta 117.0 deg
    127. 

  127. step 104 - lrate 0.000062, wchange 0.08713674, angledelta 117.8 deg
    128. 

  128. step 105 - lrate 0.000061, wchange 0.06161549, angledelta 122.7 deg
    129. 

  129. step 106 - lrate 0.000060, wchange 0.06905908, angledelta 105.5 deg
    130. 

  130. step 107 - lrate 0.000059, wchange 0.08060631, angledelta 125.0 deg
    131. 

  131. step 108 - lrate 0.000057, wchange 0.13731738, angledelta 107.3 deg
    132. 

  132. step 109 - lrate 0.000056, wchange 0.07087931, angledelta 103.3 deg
    133. 

  133. step 110 - lrate 0.000055, wchange 0.23018544, angledelta 110.9 deg
    134. 

  134. step 111 - lrate 0.000054, wchange 0.13155336, angledelta 125.9 deg
    135. 

  135. step 112 - lrate 0.000053, wchange 0.23313830, angledelta 123.1 deg
    136. 

  136. step 113 - lrate 0.000052, wchange 0.31800454, angledelta 135.3 deg
    137. 

  137. step 114 - lrate 0.000051, wchange 0.17163899, angledelta 120.5 deg
    138. 

  138. step 115 - lrate 0.000050, wchange 0.07077113, angledelta 106.5 deg
    139. 

  139. step 116 - lrate 0.000049, wchange 0.05823785, angledelta 116.5 deg
    140. 

  140. step 117 - lrate 0.000048, wchange 0.05725221, angledelta 113.8 deg
    141. 

  141. step 118 - lrate 0.000047, wchange 0.09142128, angledelta 116.8 deg
    142. 

  142. step 119 - lrate 0.000046, wchange 0.07368959, angledelta 134.1 deg
    143. 

  143. step 120 - lrate 0.000045, wchange 0.14215101, angledelta 133.6 deg
    144. 

  144. step 121 - lrate 0.000044, wchange 0.08958895, angledelta 138.7 deg
    145. 

  145. step 122 - lrate 0.000043, wchange 0.05884378, angledelta 128.3 deg
    146. 

  146. step 123 - lrate 0.000042, wchange 0.19061147, angledelta 116.7 deg
    147. 

  147. step 124 - lrate 0.000042, wchange 0.13812795, angledelta 136.2 deg
    148. 

  148. step 125 - lrate 0.000041, wchange 0.03838793, angledelta 103.1 deg
    149. 

  149. step 126 - lrate 0.000040, wchange 0.12879409, angledelta 106.9 deg
    150. 

  150. step 127 - lrate 0.000039, wchange 0.13098927, angledelta 150.5 deg
    151. 

  151. step 128 - lrate 0.000038, wchange 0.04952018, angledelta 107.9 deg
    152. 

  152. step 129 - lrate 0.000038, wchange 0.04783858, angledelta 124.2 deg
    153. 

  153. step 130 - lrate 0.000037, wchange 0.13947167, angledelta 101.8 deg
    154. 

  154. step 131 - lrate 0.000036, wchange 0.14856107, angledelta 148.9 deg
    155. 

  155. step 132 - lrate 0.000035, wchange 0.05459946, angledelta 102.9 deg
    156. 

  156. step 133 - lrate 0.000035, wchange 0.16143358, angledelta 114.2 deg
    157. 

  157. step 134 - lrate 0.000034, wchange 0.13788883, angledelta 143.4 deg
    158. 

  158. step 135 - lrate 0.000033, wchange 0.03021318, angledelta 103.9 deg
    159. 

  159. step 136 - lrate 0.000033, wchange 0.03014633, angledelta 110.2 deg
    160. 

  160. step 137 - lrate 0.000032, wchange 0.02616199, angledelta 114.6 deg
    161. 

  161. step 138 - lrate 0.000031, wchange 0.02959462, angledelta 109.6 deg
    162. 

  162. step 139 - lrate 0.000031, wchange 0.02840633, angledelta 115.3 deg
    163. 

  163. step 140 - lrate 0.000030, wchange 0.02383480, angledelta 114.8 deg
    164. 

  164. step 141 - lrate 0.000029, wchange 0.11413131, angledelta 105.1 deg
    165. 

  165. step 142 - lrate 0.000029, wchange 0.04895887, angledelta 116.2 deg
    166. 

  166. step 143 - lrate 0.000028, wchange 0.08030669, angledelta 97.5 deg
    167. 

  167. step 144 - lrate 0.000028, wchange 0.03154570, angledelta 105.8 deg
    168. 

  168. step 145 - lrate 0.000027, wchange 0.02969072, angledelta 118.0 deg
    169. 

  169. step 146 - lrate 0.000027, wchange 0.02804547, angledelta 114.6 deg
    170. 

  170. step 147 - lrate 0.000026, wchange 0.06583027, angledelta 111.6 deg
    171. 

  171. step 148 - lrate 0.000026, wchange 0.02897465, angledelta 105.0 deg
    172. 

  172. step 149 - lrate 0.000025, wchange 0.06233453, angledelta 105.3 deg
    173. 

  173. step 150 - lrate 0.000025, wchange 0.10933584, angledelta 143.8 deg
    174. 

  174. step 151 - lrate 0.000024, wchange 0.10988832, angledelta 154.0 deg
    175. 

  175. step 152 - lrate 0.000024, wchange 0.11951253, angledelta 152.0 deg
    176. 

  176. step 153 - lrate 0.000023, wchange 0.14737135, angledelta 141.1 deg
    177. 

  177. step 154 - lrate 0.000023, wchange 0.13835998, angledelta 155.9 deg
    178. 

  178. step 155 - lrate 0.000022, wchange 0.17054505, angledelta 147.5 deg
    179. 

  179. step 156 - lrate 0.000022, wchange 0.17599551, angledelta 159.3 deg
    180. 

  180. step 157 - lrate 0.000021, wchange 0.17675428, angledelta 162.2 deg
    181. 

  181. step 158 - lrate 0.000021, wchange 0.17033299, angledelta 159.1 deg
    182. 

  182. step 159 - lrate 0.000020, wchange 0.09578327, angledelta 146.1 deg
    183. 

  183. step 160 - lrate 0.000020, wchange 0.04380096, angledelta 140.9 deg
    184. 

  184. step 161 - lrate 0.000020, wchange 0.05390050, angledelta 136.5 deg
    185. 

  185. step 162 - lrate 0.000019, wchange 0.02059986, angledelta 116.5 deg
    186. 

  186. step 163 - lrate 0.000019, wchange 0.10690685, angledelta 100.9 deg
    187. 

  187. step 164 - lrate 0.000018, wchange 0.17640841, angledelta 128.7 deg
    188. 

  188. step 165 - lrate 0.000018, wchange 0.11136725, angledelta 130.4 deg
    189. 

  189. step 166 - lrate 0.000018, wchange 0.01829529, angledelta 101.0 deg
    190. 

  190. step 167 - lrate 0.000017, wchange 0.01544704, angledelta 113.2 deg
    191. 

  191. step 168 - lrate 0.000017, wchange 0.01662342, angledelta 116.2 deg
    192. 

  192. step 169 - lrate 0.000017, wchange 0.04707894, angledelta 103.1 deg
    193. 

  193. step 170 - lrate 0.000016, wchange 0.04962579, angledelta 137.4 deg
    194. 

  194. step 171 - lrate 0.000016, wchange 0.07954836, angledelta 145.3 deg
    195. 

  195. step 172 - lrate 0.000016, wchange 0.08184856, angledelta 148.8 deg
    196. 

  196. step 173 - lrate 0.000015, wchange 0.01579669, angledelta 108.1 deg
    197. 

  197. step 174 - lrate 0.000015, wchange 0.01532008, angledelta 109.3 deg
    198. 

  198. step 175 - lrate 0.000015, wchange 0.01237098, angledelta 120.3 deg
    199. 

  199. step 176 - lrate 0.000015, wchange 0.01160865, angledelta 116.4 deg
    200. 

  200. step 177 - lrate 0.000014, wchange 0.01252425, angledelta 116.6 deg
    201. 

  201. step 178 - lrate 0.000014, wchange 0.02990715, angledelta 110.0 deg
    202. 

  202. step 179 - lrate 0.000014, wchange 0.11144623, angledelta 113.7 deg
    203. 

  203. step 180 - lrate 0.000013, wchange 0.08478598, angledelta 157.0 deg
    204. 

  204. step 181 - lrate 0.000013, wchange 0.01713081, angledelta 96.8 deg
    205. 

  205. step 182 - lrate 0.000013, wchange 0.03420791, angledelta 133.1 deg
    206. 

  206. step 183 - lrate 0.000013, wchange 0.03206569, angledelta 146.1 deg
    207. 

  207. step 184 - lrate 0.000012, wchange 0.01583554, angledelta 138.1 deg
    208. 

  208. step 185 - lrate 0.000012, wchange 0.04447502, angledelta 123.4 deg
    209. 

  209. step 186 - lrate 0.000012, wchange 0.03843523, angledelta 144.5 deg
    210. 

  210. step 187 - lrate 0.000012, wchange 0.02134490, angledelta 129.6 deg
    211. 

  211. step 188 - lrate 0.000011, wchange 0.02781725, angledelta 134.2 deg
    212. 

  212. step 189 - lrate 0.000011, wchange 0.04172979, angledelta 147.3 deg
    213. 

  213. step 190 - lrate 0.000011, wchange 0.02405379, angledelta 126.1 deg
    214. 

  214. step 191 - lrate 0.000011, wchange 0.03061395, angledelta 126.2 deg
    215. 

  215. step 192 - lrate 0.000011, wchange 0.01206709, angledelta 93.8 deg
    216. 

  216. step 193 - lrate 0.000010, wchange 0.04496708, angledelta 120.8 deg
    217. 

  217. step 194 - lrate 0.000010, wchange 0.04944958, angledelta 155.8 deg
    218. 

  218. step 195 - lrate 0.000010, wchange 0.01958089, angledelta 108.0 deg
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  219. step 196 - lrate 0.000010, wchange 0.02038452, angledelta 76.6 deg
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  220. step 197 - lrate 0.000009, wchange 0.05357594, angledelta 141.7 deg
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    448. 

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  453. step 430 - lrate 0.000000, wchange 0.00021416, angledelta 149.3 deg
    454. 

  454. step 431 - lrate 0.000000, wchange 0.00020909, angledelta 67.4 deg
    455. 

  455. step 432 - lrate 0.000000, wchange 0.00011987, angledelta 35.0 deg
    456. 

  456. step 433 - lrate 0.000000, wchange 0.00005941, angledelta 41.7 deg
    457. 

  457. step 434 - lrate 0.000000, wchange 0.00013720, angledelta 73.8 deg
    458. 

  458. step 435 - lrate 0.000000, wchange 0.00007872, angledelta 36.6 deg
    459. 

  459. step 436 - lrate 0.000000, wchange 0.00008986, angledelta 142.0 deg
    460. 

  460. step 437 - lrate 0.000000, wchange 0.00006192, angledelta 60.9 deg
    461. 

  461. step 438 - lrate 0.000000, wchange 0.00004345, angledelta 143.5 deg
    462. 

  462. step 439 - lrate 0.000000, wchange 0.00001735, angledelta 50.6 deg
    463. 

  463. step 440 - lrate 0.000000, wchange 0.00049036, angledelta 133.5 deg
    464. 

  464. step 441 - lrate 0.000000, wchange 0.00022268, angledelta 33.3 deg
    465. 

  465. step 442 - lrate 0.000000, wchange 0.00001360, angledelta 126.6 deg
    466. 

  466. step 443 - lrate 0.000000, wchange 0.00003486, angledelta 53.2 deg
    467. 

  467. step 444 - lrate 0.000000, wchange 0.00004241, angledelta 98.2 deg
    468. 

  468. step 445 - lrate 0.000000, wchange 0.00000325, angledelta 48.9 deg
    469. 

  469. step 446 - lrate 0.000000, wchange 0.00016493, angledelta 66.8 deg
    470. 

  470. step 447 - lrate 0.000000, wchange 0.00009745, angledelta 45.3 deg
    471. 

  471. step 448 - lrate 0.000000, wchange 0.00001980, angledelta 45.6 deg
    472. 

  472. step 449 - lrate 0.000000, wchange 0.00000596, angledelta 133.8 deg
    473. 

  473. step 450 - lrate 0.000000, wchange 0.00011205, angledelta 60.3 deg
    474. 

  474. step 451 - lrate 0.000000, wchange 0.00006964, angledelta 124.7 deg
    475. 

  475. step 452 - lrate 0.000000, wchange 0.00041279, angledelta 103.6 deg
    476. 

  476. step 453 - lrate 0.000000, wchange 0.00003247, angledelta 48.1 deg
    477. 

  477. step 454 - lrate 0.000000, wchange 0.00001744, angledelta 147.1 deg
    478. 

  478. step 455 - lrate 0.000000, wchange 0.00025694, angledelta 142.9 deg
    479. 

  479. step 456 - lrate 0.000000, wchange 0.00000468, angledelta 34.7 deg
    480. 

  480. step 457 - lrate 0.000000, wchange 0.00008085, angledelta 167.3 deg
    481. 

  481. step 458 - lrate 0.000000, wchange 0.00005668, angledelta 14.3 deg
    482. 

  482. step 459 - lrate 0.000000, wchange 0.00010900, angledelta 151.5 deg
    483. 

  483. step 460 - lrate 0.000000, wchange 0.00000631, angledelta 99.8 deg
    484. 

  484. step 461 - lrate 0.000000, wchange 0.00002944, angledelta 94.3 deg
    485. 

  485. step 462 - lrate 0.000000, wchange 0.00010735, angledelta 37.9 deg
    486. 

  486. step 463 - lrate 0.000000, wchange 0.00007537, angledelta 47.6 deg
    487. 

  487. step 464 - lrate 0.000000, wchange 0.00009052, angledelta 91.6 deg
    488. 

  488. step 465 - lrate 0.000000, wchange 0.00010395, angledelta 53.6 deg
    489. 

  489. step 466 - lrate 0.000000, wchange 0.00006573, angledelta 106.4 deg
    490. 

  490. step 467 - lrate 0.000000, wchange 0.00004845, angledelta 138.8 deg
    491. 

  491. step 468 - lrate 0.000000, wchange 0.00000476, angledelta 86.8 deg
    492. 

  492. step 469 - lrate 0.000000, wchange 0.00002426, angledelta 95.5 deg
    493. 

  493. step 470 - lrate 0.000000, wchange 0.00005656, angledelta 129.1 deg
    494. 

  494. step 471 - lrate 0.000000, wchange 0.00003836, angledelta  7.5 deg
    495. 

  495. step 472 - lrate 0.000000, wchange 0.00002511, angledelta 144.6 deg
    496. 

  496. step 473 - lrate 0.000000, wchange 0.00006072, angledelta 60.5 deg
    497. 

  497. step 474 - lrate 0.000000, wchange 0.00009590, angledelta 167.7 deg
    498. 

  498. step 475 - lrate 0.000000, wchange 0.00007609, angledelta 169.5 deg
    499. 

  499. step 476 - lrate 0.000000, wchange 0.00004146, angledelta 22.1 deg
    500. 

  500. step 477 - lrate 0.000000, wchange 0.00001380, angledelta 67.3 deg
    501. 

  501. step 478 - lrate 0.000000, wchange 0.00001739, angledelta 165.5 deg
    502. 

  502. step 479 - lrate 0.000000, wchange 0.00004069, angledelta 47.3 deg
    503. 

  503. step 480 - lrate 0.000000, wchange 0.00002009, angledelta 22.2 deg
    504. 

  504. step 481 - lrate 0.000000, wchange 0.00003017, angledelta 70.4 deg
    505. 

  505. step 482 - lrate 0.000000, wchange 0.00003863, angledelta 157.5 deg
    506. 

  506. step 483 - lrate 0.000000, wchange 0.00004205, angledelta 61.8 deg
    507. 

  507. step 484 - lrate 0.000000, wchange 0.00002628, angledelta 48.3 deg
    508. 

  508. step 485 - lrate 0.000000, wchange 0.00004817, angledelta 70.0 deg
    509. 

  509. step 486 - lrate 0.000000, wchange 0.00001720, angledelta 68.5 deg
    510. 

  510. step 487 - lrate 0.000000, wchange 0.00006971, angledelta 96.4 deg
    511. 

  511. step 488 - lrate 0.000000, wchange 0.00004812, angledelta 162.7 deg
    512. 

  512. step 489 - lrate 0.000000, wchange 0.00001706, angledelta 16.2 deg
    513. 

  513. step 490 - lrate 0.000000, wchange 0.00002371, angledelta 127.8 deg
    514. 

  514. step 491 - lrate 0.000000, wchange 0.00001154, angledelta 90.7 deg
    515. 

  515. step 492 - lrate 0.000000, wchange 0.00005142, angledelta 83.6 deg
    516. 

  516. step 493 - lrate 0.000000, wchange 0.00001065, angledelta 115.4 deg
    517. 

  517. step 494 - lrate 0.000000, wchange 0.00004639, angledelta 94.5 deg
    518. 

  518. step 495 - lrate 0.000000, wchange 0.00001414, angledelta 118.1 deg
    519. 

  519. step 496 - lrate 0.000000, wchange 0.00001825, angledelta 72.0 deg
    520. 

  520. step 497 - lrate 0.000000, wchange 0.00000112, angledelta 127.4 deg
    521. 

  521. step 498 - lrate 0.000000, wchange 0.00003137, angledelta 98.4 deg
    522. 

  522. step 499 - lrate 0.000000, wchange 0.00003866, angledelta 43.5 deg
    523. 

  523. step 500 - lrate 0.000000, wchange 0.00000171, angledelta 51.1 deg
    524. 

  524. step 501 - lrate 0.000000, wchange 0.00000364, angledelta 137.5 deg
    525. 

  525. step 502 - lrate 0.000000, wchange 0.00000728, angledelta 87.4 deg
    526. 

  526. step 503 - lrate 0.000000, wchange 0.00002649, angledelta 80.4 deg
    527. 

  527. step 504 - lrate 0.000000, wchange 0.00000379, angledelta 68.0 deg
    528. 

  528. step 505 - lrate 0.000000, wchange 0.00000882, angledelta 125.1 deg
    529. 

  529. step 506 - lrate 0.000000, wchange 0.00000762, angledelta 49.5 deg
    530. 

  530. step 507 - lrate 0.000000, wchange 0.00000790, angledelta 91.7 deg
    531. 

  531. step 508 - lrate 0.000000, wchange 0.00001240, angledelta 27.3 deg
    532. 

  532. step 509 - lrate 0.000000, wchange 0.00003768, angledelta 126.4 deg
    533. 

  533. step 510 - lrate 0.000000, wchange 0.00000339, angledelta 30.2 deg
    534. 

  534. step 511 - lrate 0.000000, wchange 0.00001614, angledelta 70.7 deg
    535. 

  535. step 512 - lrate 0.000000, wchange 0.00005855, angledelta 38.5 deg
    536. 

  536. Sorting components in descending order of mean projected variance ...
    537.