Advertisement
Guest User

ca

a guest
Jun 2nd, 2017
231
0
Never
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
PyCon 165.72 KB | None | 0 0
  1. C:\ProgramData\Anaconda2\envs\tensorflow\python.exe "C:/Users/Francesco Benintende/Desktop/mercedes_benz-master/models/model_1/model_1.py"
  2. Training:
  3. (4209, 378)
  4. --------------------------------------------------
  5. Test:
  6. (4209, 377)
  7.  
  8.  
  9. Training Data
  10.    ID       y  X0 X1  X2 X3 X4 X5 X6 X8  ...   X375  X376  X377  X378  X379  \
  11. 0   0  130.81   k  v  at  a  d  u  j  o  ...      0     0     1     0     0  
  12. 1   6   88.53   k  t  av  e  d  y  l  o  ...      1     0     0     0     0  
  13. 2   7   76.26  az  w   n  c  d  x  j  x  ...      0     0     0     0     0  
  14. 3   9   80.62  az  t   n  f  d  x  l  e  ...      0     0     0     0     0  
  15. 4  13   78.02  az  v   n  f  d  h  d  n  ...      0     0     0     0     0  
  16.  
  17.    X380  X382  X383  X384  X385  
  18. 0     0     0     0     0     0  
  19. 1     0     0     0     0     0  
  20. 2     0     1     0     0     0  
  21. 3     0     0     0     0     0  
  22. 4     0     0     0     0     0  
  23.  
  24. [5 rows x 378 columns]
  25. --------------------------------------------------
  26. Test Data
  27.    ID  X0 X1  X2 X3 X4 X5 X6 X8  X10  ...   X375  X376  X377  X378  X379  \
  28. 0   1  az  v   n  f  d  t  a  w    0  ...      0     0     0     1     0  
  29. 1   2   t  b  ai  a  d  b  g  y    0  ...      0     0     1     0     0  
  30. 2   3  az  v  as  f  d  a  j  j    0  ...      0     0     0     1     0  
  31. 3   4  az  l   n  f  d  z  l  n    0  ...      0     0     0     1     0  
  32. 4   5   w  s  as  c  d  y  i  m    0  ...      1     0     0     0     0  
  33.  
  34.    X380  X382  X383  X384  X385  
  35. 0     0     0     0     0     0  
  36. 1     0     0     0     0     0  
  37. 2     0     0     0     0     0  
  38. 3     0     0     0     0     0  
  39. 4     0     0     0     0     0  
  40.  
  41. [5 rows x 377 columns]
  42. --------------------------------------------------
  43.  
  44.  
  45. Training Data Types:
  46. ID        int64
  47. y       float64
  48. X0       object
  49. X1       object
  50. X2       object
  51. X3       object
  52. X4       object
  53. X5       object
  54. X6       object
  55. X8       object
  56. X10       int64
  57. X11       int64
  58. X12       int64
  59. X13       int64
  60. X14       int64
  61. X15       int64
  62. X16       int64
  63. X17       int64
  64. X18       int64
  65. X19       int64
  66. X20       int64
  67. X21       int64
  68. X22       int64
  69. X23       int64
  70. X24       int64
  71. X26       int64
  72. X27       int64
  73. X28       int64
  74. X29       int64
  75. X30       int64
  76.          ...  
  77. X355      int64
  78. X356      int64
  79. X357      int64
  80. X358      int64
  81. X359      int64
  82. X360      int64
  83. X361      int64
  84. X362      int64
  85. X363      int64
  86. X364      int64
  87. X365      int64
  88. X366      int64
  89. X367      int64
  90. X368      int64
  91. X369      int64
  92. X370      int64
  93. X371      int64
  94. X372      int64
  95. X373      int64
  96. X374      int64
  97. X375      int64
  98. X376      int64
  99. X377      int64
  100. X378      int64
  101. X379      int64
  102. X380      int64
  103. X382      int64
  104. X383      int64
  105. X384      int64
  106. X385      int64
  107. Length: 378, dtype: object
  108. --------------------------------------------------
  109. Test Data Types:
  110. ID        int64
  111. y       float64
  112. X0       object
  113. X1       object
  114. X2       object
  115. X3       object
  116. X4       object
  117. X5       object
  118. X6       object
  119. X8       object
  120. X10       int64
  121. X11       int64
  122. X12       int64
  123. X13       int64
  124. X14       int64
  125. X15       int64
  126. X16       int64
  127. X17       int64
  128. X18       int64
  129. X19       int64
  130. X20       int64
  131. X21       int64
  132. X22       int64
  133. X23       int64
  134. X24       int64
  135. X26       int64
  136. X27       int64
  137. X28       int64
  138. X29       int64
  139. X30       int64
  140.          ...  
  141. X355      int64
  142. X356      int64
  143. X357      int64
  144. X358      int64
  145. X359      int64
  146. X360      int64
  147. X361      int64
  148. X362      int64
  149. X363      int64
  150. X364      int64
  151. X365      int64
  152. X366      int64
  153. X367      int64
  154. X368      int64
  155. X369      int64
  156. X370      int64
  157. X371      int64
  158. X372      int64
  159. X373      int64
  160. X374      int64
  161. X375      int64
  162. X376      int64
  163. X377      int64
  164. X378      int64
  165. X379      int64
  166. X380      int64
  167. X382      int64
  168. X383      int64
  169. X384      int64
  170. X385      int64
  171. Length: 378, dtype: object
  172. --------------------------------------------------
  173.  
  174.  
  175. Training Data:
  176. Columns containing the unique values :  [0]
  177. ['X11', 'X93', 'X107', 'X233', 'X235', 'X268', 'X289', 'X290', 'X293', 'X297', 'X330', 'X347']
  178. --------------------------------------------------
  179. Columns containing the unique values :  [0, 1]
  180. ['X10', 'X12', 'X13', 'X14', 'X15', 'X16', 'X17', 'X18', 'X19', 'X20', 'X21', 'X22', 'X23', 'X24', 'X26', 'X27', 'X28', 'X29', 'X30', 'X31', 'X32', 'X33', 'X34', 'X35', 'X36', 'X37', 'X38', 'X39', 'X40', 'X41', 'X42', 'X43', 'X44', 'X45', 'X46', 'X47', 'X48', 'X49', 'X50', 'X51', 'X52', 'X53', 'X54', 'X55', 'X56', 'X57', 'X58', 'X59', 'X60', 'X61', 'X62', 'X63', 'X64', 'X65', 'X66', 'X67', 'X68', 'X69', 'X70', 'X71', 'X73', 'X74', 'X75', 'X76', 'X77', 'X78', 'X79', 'X80', 'X81', 'X82', 'X83', 'X84', 'X85', 'X86', 'X87', 'X88', 'X89', 'X90', 'X91', 'X92', 'X94', 'X95', 'X96', 'X97', 'X98', 'X99', 'X100', 'X101', 'X102', 'X103', 'X104', 'X105', 'X106', 'X108', 'X109', 'X110', 'X111', 'X112', 'X113', 'X114', 'X115', 'X116', 'X117', 'X118', 'X119', 'X120', 'X122', 'X123', 'X124', 'X125', 'X126', 'X127', 'X128', 'X129', 'X130', 'X131', 'X132', 'X133', 'X134', 'X135', 'X136', 'X137', 'X138', 'X139', 'X140', 'X141', 'X142', 'X143', 'X144', 'X145', 'X146', 'X147', 'X148', 'X150', 'X151', 'X152', 'X153', 'X154', 'X155', 'X156', 'X157', 'X158', 'X159', 'X160', 'X161', 'X162', 'X163', 'X164', 'X165', 'X166', 'X167', 'X168', 'X169', 'X170', 'X171', 'X172', 'X173', 'X174', 'X175', 'X176', 'X177', 'X178', 'X179', 'X180', 'X181', 'X182', 'X183', 'X184', 'X185', 'X186', 'X187', 'X189', 'X190', 'X191', 'X192', 'X194', 'X195', 'X196', 'X197', 'X198', 'X199', 'X200', 'X201', 'X202', 'X203', 'X204', 'X205', 'X206', 'X207', 'X208', 'X209', 'X210', 'X211', 'X212', 'X213', 'X214', 'X215', 'X216', 'X217', 'X218', 'X219', 'X220', 'X221', 'X222', 'X223', 'X224', 'X225', 'X226', 'X227', 'X228', 'X229', 'X230', 'X231', 'X232', 'X234', 'X236', 'X237', 'X238', 'X239', 'X240', 'X241', 'X242', 'X243', 'X244', 'X245', 'X246', 'X247', 'X248', 'X249', 'X250', 'X251', 'X252', 'X253', 'X254', 'X255', 'X256', 'X257', 'X258', 'X259', 'X260', 'X261', 'X262', 'X263', 'X264', 'X265', 'X266', 'X267', 'X269', 'X270', 'X271', 'X272', 'X273', 'X274', 'X275', 'X276', 'X277', 'X278', 'X279', 'X280', 'X281', 'X282', 'X283', 'X284', 'X285', 'X286', 'X287', 'X288', 'X291', 'X292', 'X294', 'X295', 'X296', 'X298', 'X299', 'X300', 'X301', 'X302', 'X304', 'X305', 'X306', 'X307', 'X308', 'X309', 'X310', 'X311', 'X312', 'X313', 'X314', 'X315', 'X316', 'X317', 'X318', 'X319', 'X320', 'X321', 'X322', 'X323', 'X324', 'X325', 'X326', 'X327', 'X328', 'X329', 'X331', 'X332', 'X333', 'X334', 'X335', 'X336', 'X337', 'X338', 'X339', 'X340', 'X341', 'X342', 'X343', 'X344', 'X345', 'X346', 'X348', 'X349', 'X350', 'X351', 'X352', 'X353', 'X354', 'X355', 'X356', 'X357', 'X358', 'X359', 'X360', 'X361', 'X362', 'X363', 'X364', 'X365', 'X366', 'X367', 'X368', 'X369', 'X370', 'X371', 'X372', 'X373', 'X374', 'X375', 'X376', 'X377', 'X378', 'X379', 'X380', 'X382', 'X383', 'X384', 'X385']
  181. --------------------------------------------------
  182.  
  183.  
  184. Test Data:
  185. Columns containing the unique values :  [0]
  186. ['X257', 'X258', 'X295', 'X296', 'X369']
  187. --------------------------------------------------
  188. Columns containing the unique values :  [0, 1]
  189. ['X10', 'X11', 'X12', 'X13', 'X14', 'X15', 'X16', 'X17', 'X18', 'X19', 'X20', 'X21', 'X22', 'X23', 'X24', 'X26', 'X27', 'X28', 'X29', 'X30', 'X31', 'X32', 'X33', 'X34', 'X35', 'X36', 'X37', 'X38', 'X39', 'X40', 'X41', 'X42', 'X43', 'X44', 'X45', 'X46', 'X47', 'X48', 'X49', 'X50', 'X51', 'X52', 'X53', 'X54', 'X55', 'X56', 'X57', 'X58', 'X59', 'X60', 'X61', 'X62', 'X63', 'X64', 'X65', 'X66', 'X67', 'X68', 'X69', 'X70', 'X71', 'X73', 'X74', 'X75', 'X76', 'X77', 'X78', 'X79', 'X80', 'X81', 'X82', 'X83', 'X84', 'X85', 'X86', 'X87', 'X88', 'X89', 'X90', 'X91', 'X92', 'X93', 'X94', 'X95', 'X96', 'X97', 'X98', 'X99', 'X100', 'X101', 'X102', 'X103', 'X104', 'X105', 'X106', 'X107', 'X108', 'X109', 'X110', 'X111', 'X112', 'X113', 'X114', 'X115', 'X116', 'X117', 'X118', 'X119', 'X120', 'X122', 'X123', 'X124', 'X125', 'X126', 'X127', 'X128', 'X129', 'X130', 'X131', 'X132', 'X133', 'X134', 'X135', 'X136', 'X137', 'X138', 'X139', 'X140', 'X141', 'X142', 'X143', 'X144', 'X145', 'X146', 'X147', 'X148', 'X150', 'X151', 'X152', 'X153', 'X154', 'X155', 'X156', 'X157', 'X158', 'X159', 'X160', 'X161', 'X162', 'X163', 'X164', 'X165', 'X166', 'X167', 'X168', 'X169', 'X170', 'X171', 'X172', 'X173', 'X174', 'X175', 'X176', 'X177', 'X178', 'X179', 'X180', 'X181', 'X182', 'X183', 'X184', 'X185', 'X186', 'X187', 'X189', 'X190', 'X191', 'X192', 'X194', 'X195', 'X196', 'X197', 'X198', 'X199', 'X200', 'X201', 'X202', 'X203', 'X204', 'X205', 'X206', 'X207', 'X208', 'X209', 'X210', 'X211', 'X212', 'X213', 'X214', 'X215', 'X216', 'X217', 'X218', 'X219', 'X220', 'X221', 'X222', 'X223', 'X224', 'X225', 'X226', 'X227', 'X228', 'X229', 'X230', 'X231', 'X232', 'X233', 'X234', 'X235', 'X236', 'X237', 'X238', 'X239', 'X240', 'X241', 'X242', 'X243', 'X244', 'X245', 'X246', 'X247', 'X248', 'X249', 'X250', 'X251', 'X252', 'X253', 'X254', 'X255', 'X256', 'X259', 'X260', 'X261', 'X262', 'X263', 'X264', 'X265', 'X266', 'X267', 'X268', 'X269', 'X270', 'X271', 'X272', 'X273', 'X274', 'X275', 'X276', 'X277', 'X278', 'X279', 'X280', 'X281', 'X282', 'X283', 'X284', 'X285', 'X286', 'X287', 'X288', 'X289', 'X290', 'X291', 'X292', 'X293', 'X294', 'X297', 'X298', 'X299', 'X300', 'X301', 'X302', 'X304', 'X305', 'X306', 'X307', 'X308', 'X309', 'X310', 'X311', 'X312', 'X313', 'X314', 'X315', 'X316', 'X317', 'X318', 'X319', 'X320', 'X321', 'X322', 'X323', 'X324', 'X325', 'X326', 'X327', 'X328', 'X329', 'X330', 'X331', 'X332', 'X333', 'X334', 'X335', 'X336', 'X337', 'X338', 'X339', 'X340', 'X341', 'X342', 'X343', 'X344', 'X345', 'X346', 'X347', 'X348', 'X349', 'X350', 'X351', 'X352', 'X353', 'X354', 'X355', 'X356', 'X357', 'X358', 'X359', 'X360', 'X361', 'X362', 'X363', 'X364', 'X365', 'X366', 'X367', 'X368', 'X370', 'X371', 'X372', 'X373', 'X374', 'X375', 'X376', 'X377', 'X378', 'X379', 'X380', 'X382', 'X383', 'X384', 'X385']
  190. --------------------------------------------------
  191.  
  192.  
  193.   Column Type  Count
  194. 0       int64    368
  195. 1      object      8
  196.  
  197.  
  198. Dataframes are verified, everything should be fine
  199. Dataframes are verified, everything should be fine
  200. Dataframes are verified, everything should be fine
  201.    X10  X11  X12  X13  X14  X15  X16  X17  X18  X19  ...   X8_q  X8_w  X8_g  \
  202. 0    0    0    0    1    0    0    0    0    1    0  ...      0     0     0  
  203. 1    0    0    0    0    0    0    0    0    1    0  ...      0     0     0  
  204. 2    0    0    0    0    0    0    0    1    0    0  ...      0     0     0  
  205. 3    0    0    0    0    0    0    0    0    0    0  ...      0     0     0  
  206. 4    0    0    0    0    0    0    0    0    0    0  ...      0     0     0  
  207.  
  208.    X8_y  X8_l  X8_f  X8_u  X8_r  X8_t  X8_c  
  209. 0     0     0     0     0     0     0     0  
  210. 1     0     0     0     0     0     0     0  
  211. 2     0     0     0     0     0     0     0  
  212. 3     0     0     0     0     0     0     0  
  213. 4     0     0     0     0     0     0     0  
  214.  
  215. [5 rows x 579 columns]
  216.         y
  217. 0  130.81
  218. 1   88.53
  219. 2   76.26
  220. 3   80.62
  221. 4   78.02
  222.    X10  X11  X12  X13  X14  X15  X16  X17  X18  X19  ...   X8_q  X8_w  X8_g  \
  223. 0    0    0    0    0    0    0    0    0    0    0  ...      0     1     0  
  224. 1    0    0    0    0    0    0    0    0    0    1  ...      0     0     0  
  225. 2    0    0    0    0    1    0    0    0    0    0  ...      0     0     0  
  226. 3    0    0    0    0    0    0    0    0    0    0  ...      0     0     0  
  227. 4    0    0    0    0    1    0    0    0    0    0  ...      0     0     0  
  228.  
  229.    X8_y  X8_l  X8_f  X8_u  X8_r  X8_t  X8_c  
  230. 0     0     0     0     0     0     0     0  
  231. 1     1     0     0     0     0     0     0  
  232. 2     0     0     0     0     0     0     0  
  233. 3     0     0     0     0     0     0     0  
  234. 4     0     0     0     0     0     0     0  
  235.  
  236. [5 rows x 579 columns]
  237. (3500, 579)
  238. (3500,)
  239. (708, 579)
  240. (708,)
  241. 2017-06-02 20:41:26.570978: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE instructions, but these are available on your machine and could speed up CPU computations.
  242. 2017-06-02 20:41:26.571214: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE2 instructions, but these are available on your machine and could speed up CPU computations.
  243. 2017-06-02 20:41:26.571425: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE3 instructions, but these are available on your machine and could speed up CPU computations.
  244. 2017-06-02 20:41:26.571733: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
  245. 2017-06-02 20:41:26.571960: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
  246. 2017-06-02 20:41:26.572196: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
  247. 2017-06-02 20:41:26.572424: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
  248. 2017-06-02 20:41:26.572693: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
  249. 2017-06-02 20:41:27.003091: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:887] Found device 0 with properties:
  250. name: GeForce GTX 1060
  251. major: 6 minor: 1 memoryClockRate (GHz) 1.6705
  252. pciBusID 0000:01:00.0
  253. Total memory: 6.00GiB
  254. Free memory: 5.01GiB
  255. 2017-06-02 20:41:27.003329: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:908] DMA: 0
  256. 2017-06-02 20:41:27.003447: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:918] 0:   Y
  257. 2017-06-02 20:41:27.003777: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:977] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX 1060, pci bus id: 0000:01:00.0)
  258. Average train loss in past 100 iterations 2.0491e+10
  259. Average test loss in past 100 iterations 6.13895e+10
  260. --------------------------------------------------
  261. Average train loss in past 100 iterations 6.89943e+08
  262. Average test loss in past 100 iterations 3.21357e+10
  263. --------------------------------------------------
  264. Average train loss in past 100 iterations 2.31431e+08
  265. Average test loss in past 100 iterations 8.10467e+09
  266. --------------------------------------------------
  267. Average train loss in past 100 iterations 5.42315e+07
  268. Average test loss in past 100 iterations 1.65439e+09
  269. --------------------------------------------------
  270. Average train loss in past 100 iterations 1.03946e+07
  271. Average test loss in past 100 iterations 2.3835e+08
  272. --------------------------------------------------
  273. Average train loss in past 100 iterations 4.26452e+06
  274. Average test loss in past 100 iterations 1.03723e+08
  275. --------------------------------------------------
  276. Average train loss in past 100 iterations 2.88694e+06
  277. Average test loss in past 100 iterations 1.39006e+08
  278. --------------------------------------------------
  279. Average train loss in past 100 iterations 2.58779e+06
  280. Average test loss in past 100 iterations 1.60644e+08
  281. --------------------------------------------------
  282. Average train loss in past 100 iterations 1.95533e+06
  283. Average test loss in past 100 iterations 1.58146e+08
  284. --------------------------------------------------
  285. Average train loss in past 100 iterations 2.24206e+06
  286. Average test loss in past 100 iterations 1.51342e+08
  287. --------------------------------------------------
  288. Average train loss in past 100 iterations 2.12289e+06
  289. Average test loss in past 100 iterations 1.51689e+08
  290. --------------------------------------------------
  291. Average train loss in past 100 iterations 1.61287e+06
  292. Average test loss in past 100 iterations 1.52644e+08
  293. --------------------------------------------------
  294. Average train loss in past 100 iterations 1.84316e+06
  295. Average test loss in past 100 iterations 1.49029e+08
  296. --------------------------------------------------
  297. Average train loss in past 100 iterations 1.7912e+06
  298. Average test loss in past 100 iterations 1.44202e+08
  299. --------------------------------------------------
  300. Average train loss in past 100 iterations 1.6717e+06
  301. Average test loss in past 100 iterations 1.45286e+08
  302. --------------------------------------------------
  303. Average train loss in past 100 iterations 1.42471e+06
  304. Average test loss in past 100 iterations 1.38991e+08
  305. --------------------------------------------------
  306. Average train loss in past 100 iterations 1.71468e+06
  307. Average test loss in past 100 iterations 1.39255e+08
  308. --------------------------------------------------
  309. Average train loss in past 100 iterations 1.65097e+06
  310. Average test loss in past 100 iterations 1.45644e+08
  311. --------------------------------------------------
  312. Average train loss in past 100 iterations 1.32177e+06
  313. Average test loss in past 100 iterations 1.46057e+08
  314. --------------------------------------------------
  315. Average train loss in past 100 iterations 1.5615e+06
  316. Average test loss in past 100 iterations 1.40573e+08
  317. --------------------------------------------------
  318. Average train loss in past 100 iterations 1.44484e+06
  319. Average test loss in past 100 iterations 1.36116e+08
  320. --------------------------------------------------
  321. Average train loss in past 100 iterations 1.39671e+06
  322. Average test loss in past 100 iterations 1.35726e+08
  323. --------------------------------------------------
  324. Average train loss in past 100 iterations 1.16478e+06
  325. Average test loss in past 100 iterations 1.39889e+08
  326. --------------------------------------------------
  327. Average train loss in past 100 iterations 1.35116e+06
  328. Average test loss in past 100 iterations 1.37022e+08
  329. --------------------------------------------------
  330. Average train loss in past 100 iterations 1.31188e+06
  331. Average test loss in past 100 iterations 1.31879e+08
  332. --------------------------------------------------
  333. Average train loss in past 100 iterations 1.09657e+06
  334. Average test loss in past 100 iterations 1.33012e+08
  335. --------------------------------------------------
  336. Average train loss in past 100 iterations 1.25436e+06
  337. Average test loss in past 100 iterations 1.28073e+08
  338. --------------------------------------------------
  339. Average train loss in past 100 iterations 1.23398e+06
  340. Average test loss in past 100 iterations 1.27415e+08
  341. --------------------------------------------------
  342. Average train loss in past 100 iterations 1.31517e+06
  343. Average test loss in past 100 iterations 1.25473e+08
  344. --------------------------------------------------
  345. Average train loss in past 100 iterations 1.00518e+06
  346. Average test loss in past 100 iterations 1.26526e+08
  347. --------------------------------------------------
  348. Average train loss in past 100 iterations 1.11333e+06
  349. Average test loss in past 100 iterations 1.21437e+08
  350. --------------------------------------------------
  351. Average train loss in past 100 iterations 1.138e+06
  352. Average test loss in past 100 iterations 1.15258e+08
  353. --------------------------------------------------
  354. Average train loss in past 100 iterations 878834.0
  355. Average test loss in past 100 iterations 1.09758e+08
  356. --------------------------------------------------
  357. Average train loss in past 100 iterations 1.04471e+06
  358. Average test loss in past 100 iterations 1.07321e+08
  359. --------------------------------------------------
  360. Average train loss in past 100 iterations 1.01844e+06
  361. Average test loss in past 100 iterations 1.11628e+08
  362. --------------------------------------------------
  363. Average train loss in past 100 iterations 1.01928e+06
  364. Average test loss in past 100 iterations 1.07337e+08
  365. --------------------------------------------------
  366. Average train loss in past 100 iterations 827794.0
  367. Average test loss in past 100 iterations 1.09546e+08
  368. --------------------------------------------------
  369. Average train loss in past 100 iterations 974812.0
  370. Average test loss in past 100 iterations 1.08262e+08
  371. --------------------------------------------------
  372. Average train loss in past 100 iterations 960512.0
  373. Average test loss in past 100 iterations 1.01232e+08
  374. --------------------------------------------------
  375. Average train loss in past 100 iterations 707923.0
  376. Average test loss in past 100 iterations 1.04092e+08
  377. --------------------------------------------------
  378. Average train loss in past 100 iterations 910396.0
  379. Average test loss in past 100 iterations 1.00936e+08
  380. --------------------------------------------------
  381. Average train loss in past 100 iterations 880336.0
  382. Average test loss in past 100 iterations 9.10017e+07
  383. --------------------------------------------------
  384. Average train loss in past 100 iterations 835709.0
  385. Average test loss in past 100 iterations 9.01021e+07
  386. --------------------------------------------------
  387. Average train loss in past 100 iterations 688127.0
  388. Average test loss in past 100 iterations 8.78103e+07
  389. --------------------------------------------------
  390. Average train loss in past 100 iterations 762580.0
  391. Average test loss in past 100 iterations 8.70963e+07
  392. --------------------------------------------------
  393. Average train loss in past 100 iterations 792996.0
  394. Average test loss in past 100 iterations 8.09529e+07
  395. --------------------------------------------------
  396. Average train loss in past 100 iterations 583258.0
  397. Average test loss in past 100 iterations 8.22815e+07
  398. --------------------------------------------------
  399. Average train loss in past 100 iterations 709628.0
  400. Average test loss in past 100 iterations 8.07976e+07
  401. --------------------------------------------------
  402. Average train loss in past 100 iterations 675845.0
  403. Average test loss in past 100 iterations 7.24507e+07
  404. --------------------------------------------------
  405. Average train loss in past 100 iterations 632503.0
  406. Average test loss in past 100 iterations 7.3481e+07
  407. --------------------------------------------------
  408. Average train loss in past 100 iterations 586198.0
  409. Average test loss in past 100 iterations 7.33343e+07
  410. --------------------------------------------------
  411. Average train loss in past 100 iterations 598842.0
  412. Average test loss in past 100 iterations 6.56918e+07
  413. --------------------------------------------------
  414. Average train loss in past 100 iterations 577563.0
  415. Average test loss in past 100 iterations 6.7242e+07
  416. --------------------------------------------------
  417. Average train loss in past 100 iterations 445695.0
  418. Average test loss in past 100 iterations 6.53819e+07
  419. --------------------------------------------------
  420. Average train loss in past 100 iterations 563932.0
  421. Average test loss in past 100 iterations 5.98933e+07
  422. --------------------------------------------------
  423. Average train loss in past 100 iterations 550280.0
  424. Average test loss in past 100 iterations 5.55921e+07
  425. --------------------------------------------------
  426. Average train loss in past 100 iterations 531679.0
  427. Average test loss in past 100 iterations 5.57297e+07
  428. --------------------------------------------------
  429. Average train loss in past 100 iterations 455827.0
  430. Average test loss in past 100 iterations 5.48027e+07
  431. --------------------------------------------------
  432. Average train loss in past 100 iterations 493813.0
  433. Average test loss in past 100 iterations 5.17058e+07
  434. --------------------------------------------------
  435. Average train loss in past 100 iterations 435006.0
  436. Average test loss in past 100 iterations 4.41637e+07
  437. --------------------------------------------------
  438. Average train loss in past 100 iterations 349075.0
  439. Average test loss in past 100 iterations 5.07812e+07
  440. --------------------------------------------------
  441. Average train loss in past 100 iterations 423619.0
  442. Average test loss in past 100 iterations 4.02208e+07
  443. --------------------------------------------------
  444. Average train loss in past 100 iterations 424128.0
  445. Average test loss in past 100 iterations 3.96622e+07
  446. --------------------------------------------------
  447. Average train loss in past 100 iterations 366831.0
  448. Average test loss in past 100 iterations 3.77091e+07
  449. --------------------------------------------------
  450. Average train loss in past 100 iterations 324081.0
  451. Average test loss in past 100 iterations 3.74996e+07
  452. --------------------------------------------------
  453. Average train loss in past 100 iterations 295743.0
  454. Average test loss in past 100 iterations 3.16569e+07
  455. --------------------------------------------------
  456. Average train loss in past 100 iterations 317894.0
  457. Average test loss in past 100 iterations 2.89377e+07
  458. --------------------------------------------------
  459. Average train loss in past 100 iterations 243764.0
  460. Average test loss in past 100 iterations 2.69368e+07
  461. --------------------------------------------------
  462. Average train loss in past 100 iterations 357146.0
  463. Average test loss in past 100 iterations 3.13828e+07
  464. --------------------------------------------------
  465. Average train loss in past 100 iterations 256280.0
  466. Average test loss in past 100 iterations 2.52994e+07
  467. --------------------------------------------------
  468. Average train loss in past 100 iterations 231214.0
  469. Average test loss in past 100 iterations 2.19867e+07
  470. --------------------------------------------------
  471. Average train loss in past 100 iterations 195070.0
  472. Average test loss in past 100 iterations 1.84137e+07
  473. --------------------------------------------------
  474. Average train loss in past 100 iterations 225916.0
  475. Average test loss in past 100 iterations 1.80811e+07
  476. --------------------------------------------------
  477. Average train loss in past 100 iterations 207665.0
  478. Average test loss in past 100 iterations 1.79326e+07
  479. --------------------------------------------------
  480. Average train loss in past 100 iterations 180764.0
  481. Average test loss in past 100 iterations 1.71778e+07
  482. --------------------------------------------------
  483. Average train loss in past 100 iterations 173946.0
  484. Average test loss in past 100 iterations 1.31401e+07
  485. --------------------------------------------------
  486. Average train loss in past 100 iterations 167505.0
  487. Average test loss in past 100 iterations 1.17217e+07
  488. --------------------------------------------------
  489. Average train loss in past 100 iterations 153811.0
  490. Average test loss in past 100 iterations 9.36233e+06
  491. --------------------------------------------------
  492. Average train loss in past 100 iterations 107789.0
  493. Average test loss in past 100 iterations 8.53379e+06
  494. --------------------------------------------------
  495. Average train loss in past 100 iterations 141213.0
  496. Average test loss in past 100 iterations 8.77664e+06
  497. --------------------------------------------------
  498. Average train loss in past 100 iterations 120287.0
  499. Average test loss in past 100 iterations 7.62235e+06
  500. --------------------------------------------------
  501. Average train loss in past 100 iterations 104762.0
  502. Average test loss in past 100 iterations 8.0496e+06
  503. --------------------------------------------------
  504. Average train loss in past 100 iterations 99733.6
  505. Average test loss in past 100 iterations 5.41483e+06
  506. --------------------------------------------------
  507. Average train loss in past 100 iterations 88008.0
  508. Average test loss in past 100 iterations 4.17388e+06
  509. --------------------------------------------------
  510. Average train loss in past 100 iterations 139203.0
  511. Average test loss in past 100 iterations 4.12461e+06
  512. --------------------------------------------------
  513. Average train loss in past 100 iterations 100457.0
  514. Average test loss in past 100 iterations 3.72845e+06
  515. --------------------------------------------------
  516. Average train loss in past 100 iterations 66180.3
  517. Average test loss in past 100 iterations 2.6832e+06
  518. --------------------------------------------------
  519. Average train loss in past 100 iterations 86527.1
  520. Average test loss in past 100 iterations 3.6962e+06
  521. --------------------------------------------------
  522. Average train loss in past 100 iterations 47160.1
  523. Average test loss in past 100 iterations 2.70259e+06
  524. --------------------------------------------------
  525. Average train loss in past 100 iterations 67065.5
  526. Average test loss in past 100 iterations 2.68569e+06
  527. --------------------------------------------------
  528. Average train loss in past 100 iterations 124725.0
  529. Average test loss in past 100 iterations 4.43621e+06
  530. --------------------------------------------------
  531. Average train loss in past 100 iterations 45000.8
  532. Average test loss in past 100 iterations 1.71263e+06
  533. --------------------------------------------------
  534. Average train loss in past 100 iterations 47766.4
  535. Average test loss in past 100 iterations 1.62615e+06
  536. --------------------------------------------------
  537. Average train loss in past 100 iterations 39316.1
  538. Average test loss in past 100 iterations 1.28101e+06
  539. --------------------------------------------------
  540. Average train loss in past 100 iterations 43022.2
  541. Average test loss in past 100 iterations 1.27396e+06
  542. --------------------------------------------------
  543. Average train loss in past 100 iterations 81863.4
  544. Average test loss in past 100 iterations 2.03558e+06
  545. --------------------------------------------------
  546. Average train loss in past 100 iterations 98089.5
  547. Average test loss in past 100 iterations 1.72382e+06
  548. --------------------------------------------------
  549. Average train loss in past 100 iterations 35434.4
  550. Average test loss in past 100 iterations 929798.0
  551. --------------------------------------------------
  552. Average train loss in past 100 iterations 35829.2
  553. Average test loss in past 100 iterations 1.11641e+06
  554. --------------------------------------------------
  555. Average train loss in past 100 iterations 30743.2
  556. Average test loss in past 100 iterations 1.00225e+06
  557. --------------------------------------------------
  558. Average train loss in past 100 iterations 51863.2
  559. Average test loss in past 100 iterations 1.32471e+06
  560. --------------------------------------------------
  561. Average train loss in past 100 iterations 61919.3
  562. Average test loss in past 100 iterations 1.80705e+06
  563. --------------------------------------------------
  564. Average train loss in past 100 iterations 22006.2
  565. Average test loss in past 100 iterations 774611.0
  566. --------------------------------------------------
  567. Average train loss in past 100 iterations 32811.5
  568. Average test loss in past 100 iterations 867561.0
  569. --------------------------------------------------
  570. Average train loss in past 100 iterations 25074.4
  571. Average test loss in past 100 iterations 724124.0
  572. --------------------------------------------------
  573. Average train loss in past 100 iterations 39856.8
  574. Average test loss in past 100 iterations 1.13256e+06
  575. --------------------------------------------------
  576. Average train loss in past 100 iterations 64818.3
  577. Average test loss in past 100 iterations 1.91616e+06
  578. --------------------------------------------------
  579. Average train loss in past 100 iterations 45616.1
  580. Average test loss in past 100 iterations 1.18874e+06
  581. --------------------------------------------------
  582. Average train loss in past 100 iterations 20505.7
  583. Average test loss in past 100 iterations 453958.0
  584. --------------------------------------------------
  585. Average train loss in past 100 iterations 19697.7
  586. Average test loss in past 100 iterations 460745.0
  587. --------------------------------------------------
  588. Average train loss in past 100 iterations 28501.4
  589. Average test loss in past 100 iterations 554985.0
  590. --------------------------------------------------
  591. Average train loss in past 100 iterations 54879.4
  592. Average test loss in past 100 iterations 1.06823e+06
  593. --------------------------------------------------
  594. Average train loss in past 100 iterations 24523.7
  595. Average test loss in past 100 iterations 525442.0
  596. --------------------------------------------------
  597. Average train loss in past 100 iterations 12907.2
  598. Average test loss in past 100 iterations 330970.0
  599. --------------------------------------------------
  600. Average train loss in past 100 iterations 16621.5
  601. Average test loss in past 100 iterations 394172.0
  602. --------------------------------------------------
  603. Average train loss in past 100 iterations 49767.6
  604. Average test loss in past 100 iterations 1.18695e+06
  605. --------------------------------------------------
  606. Average train loss in past 100 iterations 48813.3
  607. Average test loss in past 100 iterations 1.52303e+06
  608. --------------------------------------------------
  609. Average train loss in past 100 iterations 15338.6
  610. Average test loss in past 100 iterations 383838.0
  611. --------------------------------------------------
  612. Average train loss in past 100 iterations 12190.0
  613. Average test loss in past 100 iterations 273441.0
  614. --------------------------------------------------
  615. Average train loss in past 100 iterations 10940.5
  616. Average test loss in past 100 iterations 235341.0
  617. --------------------------------------------------
  618. Average train loss in past 100 iterations 17736.5
  619. Average test loss in past 100 iterations 543858.0
  620. --------------------------------------------------
  621. Average train loss in past 100 iterations 76981.1
  622. Average test loss in past 100 iterations 1.87547e+06
  623. --------------------------------------------------
  624. Average train loss in past 100 iterations 28618.9
  625. Average test loss in past 100 iterations 779214.0
  626. --------------------------------------------------
  627. Average train loss in past 100 iterations 8408.99
  628. Average test loss in past 100 iterations 249773.0
  629. --------------------------------------------------
  630. Average train loss in past 100 iterations 13356.9
  631. Average test loss in past 100 iterations 244065.0
  632. --------------------------------------------------
  633. Average train loss in past 100 iterations 20220.6
  634. Average test loss in past 100 iterations 400797.0
  635. --------------------------------------------------
  636. Average train loss in past 100 iterations 45421.1
  637. Average test loss in past 100 iterations 919909.0
  638. --------------------------------------------------
  639. Average train loss in past 100 iterations 16785.9
  640. Average test loss in past 100 iterations 382770.0
  641. --------------------------------------------------
  642. Average train loss in past 100 iterations 8700.89
  643. Average test loss in past 100 iterations 190476.0
  644. --------------------------------------------------
  645. Average train loss in past 100 iterations 8719.9
  646. Average test loss in past 100 iterations 198916.0
  647. --------------------------------------------------
  648. Average train loss in past 100 iterations 16177.4
  649. Average test loss in past 100 iterations 502906.0
  650. --------------------------------------------------
  651. Average train loss in past 100 iterations 48647.1
  652. Average test loss in past 100 iterations 1.21012e+06
  653. --------------------------------------------------
  654. Average train loss in past 100 iterations 15453.7
  655. Average test loss in past 100 iterations 360771.0
  656. --------------------------------------------------
  657. Average train loss in past 100 iterations 7478.97
  658. Average test loss in past 100 iterations 166171.0
  659. --------------------------------------------------
  660. Average train loss in past 100 iterations 6839.6
  661. Average test loss in past 100 iterations 157698.0
  662. --------------------------------------------------
  663. Average train loss in past 100 iterations 19524.7
  664. Average test loss in past 100 iterations 448138.0
  665. --------------------------------------------------
  666. Average train loss in past 100 iterations 56097.5
  667. Average test loss in past 100 iterations 1.20616e+06
  668. --------------------------------------------------
  669. Average train loss in past 100 iterations 5820.14
  670. Average test loss in past 100 iterations 150734.0
  671. --------------------------------------------------
  672. Average train loss in past 100 iterations 6316.87
  673. Average test loss in past 100 iterations 150962.0
  674. --------------------------------------------------
  675. Average train loss in past 100 iterations 6840.96
  676. Average test loss in past 100 iterations 152371.0
  677. --------------------------------------------------
  678. Average train loss in past 100 iterations 11881.6
  679. Average test loss in past 100 iterations 309859.0
  680. --------------------------------------------------
  681. Average train loss in past 100 iterations 32374.1
  682. Average test loss in past 100 iterations 920619.0
  683. --------------------------------------------------
  684. Average train loss in past 100 iterations 30767.0
  685. Average test loss in past 100 iterations 684886.0
  686. --------------------------------------------------
  687. Average train loss in past 100 iterations 6857.26
  688. Average test loss in past 100 iterations 173441.0
  689. --------------------------------------------------
  690. Average train loss in past 100 iterations 4498.38
  691. Average test loss in past 100 iterations 129177.0
  692. --------------------------------------------------
  693. Average train loss in past 100 iterations 8606.06
  694. Average test loss in past 100 iterations 184609.0
  695. --------------------------------------------------
  696. Average train loss in past 100 iterations 30587.1
  697. Average test loss in past 100 iterations 670417.0
  698. --------------------------------------------------
  699. Average train loss in past 100 iterations 25222.7
  700. Average test loss in past 100 iterations 511622.0
  701. --------------------------------------------------
  702. Average train loss in past 100 iterations 5548.83
  703. Average test loss in past 100 iterations 135444.0
  704. --------------------------------------------------
  705. Average train loss in past 100 iterations 7295.56
  706. Average test loss in past 100 iterations 177305.0
  707. --------------------------------------------------
  708. Average train loss in past 100 iterations 20356.3
  709. Average test loss in past 100 iterations 474565.0
  710. --------------------------------------------------
  711. Average train loss in past 100 iterations 16403.4
  712. Average test loss in past 100 iterations 486045.0
  713. --------------------------------------------------
  714. Average train loss in past 100 iterations 7047.34
  715. Average test loss in past 100 iterations 162738.0
  716. --------------------------------------------------
  717. Average train loss in past 100 iterations 8831.52
  718. Average test loss in past 100 iterations 238261.0
  719. --------------------------------------------------
  720. Average train loss in past 100 iterations 20645.4
  721. Average test loss in past 100 iterations 523058.0
  722. --------------------------------------------------
  723. Average train loss in past 100 iterations 13856.8
  724. Average test loss in past 100 iterations 388674.0
  725. --------------------------------------------------
  726. Average train loss in past 100 iterations 6418.32
  727. Average test loss in past 100 iterations 167634.0
  728. --------------------------------------------------
  729. Average train loss in past 100 iterations 4214.67
  730. Average test loss in past 100 iterations 112793.0
  731. --------------------------------------------------
  732. Average train loss in past 100 iterations 3604.47
  733. Average test loss in past 100 iterations 125521.0
  734. --------------------------------------------------
  735. Average train loss in past 100 iterations 45770.4
  736. Average test loss in past 100 iterations 1.11357e+06
  737. --------------------------------------------------
  738. Average train loss in past 100 iterations 14985.0
  739. Average test loss in past 100 iterations 340240.0
  740. --------------------------------------------------
  741. Average train loss in past 100 iterations 4637.28
  742. Average test loss in past 100 iterations 121726.0
  743. --------------------------------------------------
  744. Average train loss in past 100 iterations 4174.28
  745. Average test loss in past 100 iterations 132172.0
  746. --------------------------------------------------
  747. Average train loss in past 100 iterations 5572.41
  748. Average test loss in past 100 iterations 136815.0
  749. --------------------------------------------------
  750. Average train loss in past 100 iterations 10652.3
  751. Average test loss in past 100 iterations 276216.0
  752. --------------------------------------------------
  753. Average train loss in past 100 iterations 14997.8
  754. Average test loss in past 100 iterations 442316.0
  755. --------------------------------------------------
  756. Average train loss in past 100 iterations 9743.3
  757. Average test loss in past 100 iterations 257373.0
  758. --------------------------------------------------
  759. Average train loss in past 100 iterations 5615.15
  760. Average test loss in past 100 iterations 161440.0
  761. --------------------------------------------------
  762. Average train loss in past 100 iterations 3942.57
  763. Average test loss in past 100 iterations 109868.0
  764. --------------------------------------------------
  765. Average train loss in past 100 iterations 7670.52
  766. Average test loss in past 100 iterations 282096.0
  767. --------------------------------------------------
  768. Average train loss in past 100 iterations 30172.6
  769. Average test loss in past 100 iterations 768576.0
  770. --------------------------------------------------
  771. Average train loss in past 100 iterations 5667.19
  772. Average test loss in past 100 iterations 162375.0
  773. --------------------------------------------------
  774. Average train loss in past 100 iterations 3066.02
  775. Average test loss in past 100 iterations 106647.0
  776. --------------------------------------------------
  777. Average train loss in past 100 iterations 10096.0
  778. Average test loss in past 100 iterations 238309.0
  779. --------------------------------------------------
  780. Average train loss in past 100 iterations 14663.3
  781. Average test loss in past 100 iterations 337870.0
  782. --------------------------------------------------
  783. Average train loss in past 100 iterations 5448.65
  784. Average test loss in past 100 iterations 140673.0
  785. --------------------------------------------------
  786. Average train loss in past 100 iterations 4651.96
  787. Average test loss in past 100 iterations 141653.0
  788. --------------------------------------------------
  789. Average train loss in past 100 iterations 5940.08
  790. Average test loss in past 100 iterations 157294.0
  791. --------------------------------------------------
  792. Average train loss in past 100 iterations 11940.1
  793. Average test loss in past 100 iterations 297108.0
  794. --------------------------------------------------
  795. Average train loss in past 100 iterations 9849.76
  796. Average test loss in past 100 iterations 276856.0
  797. --------------------------------------------------
  798. Average train loss in past 100 iterations 4997.95
  799. Average test loss in past 100 iterations 132315.0
  800. --------------------------------------------------
  801. Average train loss in past 100 iterations 2671.04
  802. Average test loss in past 100 iterations 90313.7
  803. --------------------------------------------------
  804. Average train loss in past 100 iterations 6017.37
  805. Average test loss in past 100 iterations 166098.0
  806. --------------------------------------------------
  807. Average train loss in past 100 iterations 23882.8
  808. Average test loss in past 100 iterations 634666.0
  809. --------------------------------------------------
  810. Average train loss in past 100 iterations 5715.83
  811. Average test loss in past 100 iterations 147694.0
  812. --------------------------------------------------
  813. Average train loss in past 100 iterations 2541.26
  814. Average test loss in past 100 iterations 83832.5
  815. --------------------------------------------------
  816. Average train loss in past 100 iterations 2265.78
  817. Average test loss in past 100 iterations 90099.2
  818. --------------------------------------------------
  819. Average train loss in past 100 iterations 5294.77
  820. Average test loss in past 100 iterations 158983.0
  821. --------------------------------------------------
  822. Average train loss in past 100 iterations 22144.7
  823. Average test loss in past 100 iterations 586073.0
  824. --------------------------------------------------
  825. Average train loss in past 100 iterations 4982.44
  826. Average test loss in past 100 iterations 133316.0
  827. --------------------------------------------------
  828. Average train loss in past 100 iterations 2103.04
  829. Average test loss in past 100 iterations 79985.6
  830. --------------------------------------------------
  831. Average train loss in past 100 iterations 2627.73
  832. Average test loss in past 100 iterations 78872.6
  833. --------------------------------------------------
  834. Average train loss in past 100 iterations 3740.98
  835. Average test loss in past 100 iterations 109086.0
  836. --------------------------------------------------
  837. Average train loss in past 100 iterations 7875.96
  838. Average test loss in past 100 iterations 253196.0
  839. --------------------------------------------------
  840. Average train loss in past 100 iterations 13094.8
  841. Average test loss in past 100 iterations 304097.0
  842. --------------------------------------------------
  843. Average train loss in past 100 iterations 2400.93
  844. Average test loss in past 100 iterations 88939.8
  845. --------------------------------------------------
  846. Average train loss in past 100 iterations 2524.83
  847. Average test loss in past 100 iterations 91065.9
  848. --------------------------------------------------
  849. Average train loss in past 100 iterations 5941.78
  850. Average test loss in past 100 iterations 204962.0
  851. --------------------------------------------------
  852. Average train loss in past 100 iterations 15596.4
  853. Average test loss in past 100 iterations 378816.0
  854. --------------------------------------------------
  855. Average train loss in past 100 iterations 3112.91
  856. Average test loss in past 100 iterations 115880.0
  857. --------------------------------------------------
  858. Average train loss in past 100 iterations 1644.49
  859. Average test loss in past 100 iterations 78650.4
  860. --------------------------------------------------
  861. Average train loss in past 100 iterations 2774.64
  862. Average test loss in past 100 iterations 99681.4
  863. --------------------------------------------------
  864. Average train loss in past 100 iterations 7872.22
  865. Average test loss in past 100 iterations 235898.0
  866. --------------------------------------------------
  867. Average train loss in past 100 iterations 11357.4
  868. Average test loss in past 100 iterations 315559.0
  869. --------------------------------------------------
  870. Average train loss in past 100 iterations 2377.37
  871. Average test loss in past 100 iterations 99410.5
  872. --------------------------------------------------
  873. Average train loss in past 100 iterations 2342.14
  874. Average test loss in past 100 iterations 84019.2
  875. --------------------------------------------------
  876. Average train loss in past 100 iterations 3258.51
  877. Average test loss in past 100 iterations 104262.0
  878. --------------------------------------------------
  879. Average train loss in past 100 iterations 10629.6
  880. Average test loss in past 100 iterations 345172.0
  881. --------------------------------------------------
  882. Average train loss in past 100 iterations 7012.44
  883. Average test loss in past 100 iterations 192665.0
  884. --------------------------------------------------
  885. Average train loss in past 100 iterations 2133.19
  886. Average test loss in past 100 iterations 82994.7
  887. --------------------------------------------------
  888. Average train loss in past 100 iterations 2674.34
  889. Average test loss in past 100 iterations 92362.2
  890. --------------------------------------------------
  891. Average train loss in past 100 iterations 5955.48
  892. Average test loss in past 100 iterations 186003.0
  893. --------------------------------------------------
  894. Average train loss in past 100 iterations 9247.05
  895. Average test loss in past 100 iterations 229361.0
  896. --------------------------------------------------
  897. Average train loss in past 100 iterations 2415.41
  898. Average test loss in past 100 iterations 98384.3
  899. --------------------------------------------------
  900. Average train loss in past 100 iterations 1479.53
  901. Average test loss in past 100 iterations 73785.8
  902. --------------------------------------------------
  903. Average train loss in past 100 iterations 2090.57
  904. Average test loss in past 100 iterations 77172.5
  905. --------------------------------------------------
  906. Average train loss in past 100 iterations 13790.0
  907. Average test loss in past 100 iterations 388072.0
  908. --------------------------------------------------
  909. Average train loss in past 100 iterations 5619.39
  910. Average test loss in past 100 iterations 177522.0
  911. --------------------------------------------------
  912. Average train loss in past 100 iterations 1498.7
  913. Average test loss in past 100 iterations 86363.5
  914. --------------------------------------------------
  915. Average train loss in past 100 iterations 1693.69
  916. Average test loss in past 100 iterations 77764.6
  917. --------------------------------------------------
  918. Average train loss in past 100 iterations 1502.55
  919. Average test loss in past 100 iterations 71059.5
  920. --------------------------------------------------
  921. Average train loss in past 100 iterations 2216.02
  922. Average test loss in past 100 iterations 102926.0
  923. --------------------------------------------------
  924. Average train loss in past 100 iterations 15251.4
  925. Average test loss in past 100 iterations 393349.0
  926. --------------------------------------------------
  927. Average train loss in past 100 iterations 3771.59
  928. Average test loss in past 100 iterations 141631.0
  929. --------------------------------------------------
  930. Average train loss in past 100 iterations 1987.14
  931. Average test loss in past 100 iterations 97326.3
  932. --------------------------------------------------
  933. Average train loss in past 100 iterations 1913.85
  934. Average test loss in past 100 iterations 97390.6
  935. --------------------------------------------------
  936. Average train loss in past 100 iterations 2344.62
  937. Average test loss in past 100 iterations 95749.2
  938. --------------------------------------------------
  939. Average train loss in past 100 iterations 2998.08
  940. Average test loss in past 100 iterations 110874.0
  941. --------------------------------------------------
  942. Average train loss in past 100 iterations 5275.29
  943. Average test loss in past 100 iterations 186202.0
  944. --------------------------------------------------
  945. Average train loss in past 100 iterations 4245.62
  946. Average test loss in past 100 iterations 145016.0
  947. --------------------------------------------------
  948. Average train loss in past 100 iterations 1632.68
  949. Average test loss in past 100 iterations 84135.0
  950. --------------------------------------------------
  951. Average train loss in past 100 iterations 1900.84
  952. Average test loss in past 100 iterations 86226.6
  953. --------------------------------------------------
  954. Average train loss in past 100 iterations 3744.79
  955. Average test loss in past 100 iterations 157638.0
  956. --------------------------------------------------
  957. Average train loss in past 100 iterations 11524.8
  958. Average test loss in past 100 iterations 319270.0
  959. --------------------------------------------------
  960. Average train loss in past 100 iterations 2109.43
  961. Average test loss in past 100 iterations 105184.0
  962. --------------------------------------------------
  963. Average train loss in past 100 iterations 1322.15
  964. Average test loss in past 100 iterations 86286.6
  965. --------------------------------------------------
  966. Average train loss in past 100 iterations 2190.32
  967. Average test loss in past 100 iterations 92628.2
  968. --------------------------------------------------
  969. Average train loss in past 100 iterations 4109.63
  970. Average test loss in past 100 iterations 136444.0
  971. --------------------------------------------------
  972. Average train loss in past 100 iterations 8077.57
  973. Average test loss in past 100 iterations 226677.0
  974. --------------------------------------------------
  975. Average train loss in past 100 iterations 1584.18
  976. Average test loss in past 100 iterations 90308.6
  977. --------------------------------------------------
  978. Average train loss in past 100 iterations 1309.56
  979. Average test loss in past 100 iterations 79095.2
  980. --------------------------------------------------
  981. Average train loss in past 100 iterations 1343.3
  982. Average test loss in past 100 iterations 76400.4
  983. --------------------------------------------------
  984. Average train loss in past 100 iterations 2088.73
  985. Average test loss in past 100 iterations 103832.0
  986. --------------------------------------------------
  987. Average train loss in past 100 iterations 11239.0
  988. Average test loss in past 100 iterations 310577.0
  989. --------------------------------------------------
  990. Average train loss in past 100 iterations 2757.36
  991. Average test loss in past 100 iterations 117792.0
  992. --------------------------------------------------
  993. Average train loss in past 100 iterations 1276.38
  994. Average test loss in past 100 iterations 85010.0
  995. --------------------------------------------------
  996. Average train loss in past 100 iterations 1141.26
  997. Average test loss in past 100 iterations 79532.0
  998. --------------------------------------------------
  999. Average train loss in past 100 iterations 1274.74
  1000. Average test loss in past 100 iterations 74124.9
  1001. --------------------------------------------------
  1002. Average train loss in past 100 iterations 1461.06
  1003. Average test loss in past 100 iterations 76700.4
  1004. --------------------------------------------------
  1005. Average train loss in past 100 iterations 6408.05
  1006. Average test loss in past 100 iterations 235907.0
  1007. --------------------------------------------------
  1008. Average train loss in past 100 iterations 6747.53
  1009. Average test loss in past 100 iterations 192283.0
  1010. --------------------------------------------------
  1011. Average train loss in past 100 iterations 1412.01
  1012. Average test loss in past 100 iterations 91296.2
  1013. --------------------------------------------------
  1014. Average train loss in past 100 iterations 1228.34
  1015. Average test loss in past 100 iterations 83799.0
  1016. --------------------------------------------------
  1017. Average train loss in past 100 iterations 1157.61
  1018. Average test loss in past 100 iterations 80403.8
  1019. --------------------------------------------------
  1020. Average train loss in past 100 iterations 2452.78
  1021. Average test loss in past 100 iterations 106119.0
  1022. --------------------------------------------------
  1023. Average train loss in past 100 iterations 5454.24
  1024. Average test loss in past 100 iterations 181987.0
  1025. --------------------------------------------------
  1026. Average train loss in past 100 iterations 2458.53
  1027. Average test loss in past 100 iterations 122657.0
  1028. --------------------------------------------------
  1029. Average train loss in past 100 iterations 1297.25
  1030. Average test loss in past 100 iterations 86865.2
  1031. --------------------------------------------------
  1032. Average train loss in past 100 iterations 1385.32
  1033. Average test loss in past 100 iterations 85602.4
  1034. --------------------------------------------------
  1035. Average train loss in past 100 iterations 1271.97
  1036. Average test loss in past 100 iterations 78717.9
  1037. --------------------------------------------------
  1038. Average train loss in past 100 iterations 2248.51
  1039. Average test loss in past 100 iterations 124188.0
  1040. --------------------------------------------------
  1041. Average train loss in past 100 iterations 10411.4
  1042. Average test loss in past 100 iterations 294538.0
  1043. --------------------------------------------------
  1044. Average train loss in past 100 iterations 1576.9
  1045. Average test loss in past 100 iterations 101130.0
  1046. --------------------------------------------------
  1047. Average train loss in past 100 iterations 1197.92
  1048. Average test loss in past 100 iterations 90337.0
  1049. --------------------------------------------------
  1050. Average train loss in past 100 iterations 1243.17
  1051. Average test loss in past 100 iterations 82998.2
  1052. --------------------------------------------------
  1053. Average train loss in past 100 iterations 1471.61
  1054. Average test loss in past 100 iterations 88699.6
  1055. --------------------------------------------------
  1056. Average train loss in past 100 iterations 1879.56
  1057. Average test loss in past 100 iterations 94897.5
  1058. --------------------------------------------------
  1059. Average train loss in past 100 iterations 6077.22
  1060. Average test loss in past 100 iterations 206373.0
  1061. --------------------------------------------------
  1062. Average train loss in past 100 iterations 3209.45
  1063. Average test loss in past 100 iterations 130286.0
  1064. --------------------------------------------------
  1065. Average train loss in past 100 iterations 1172.79
  1066. Average test loss in past 100 iterations 91040.1
  1067. --------------------------------------------------
  1068. Average train loss in past 100 iterations 1183.38
  1069. Average test loss in past 100 iterations 92011.0
  1070. --------------------------------------------------
  1071. Average train loss in past 100 iterations 1288.43
  1072. Average test loss in past 100 iterations 84000.6
  1073. --------------------------------------------------
  1074. Average train loss in past 100 iterations 1988.49
  1075. Average test loss in past 100 iterations 99125.3
  1076. --------------------------------------------------
  1077. Average train loss in past 100 iterations 3078.36
  1078. Average test loss in past 100 iterations 123111.0
  1079. --------------------------------------------------
  1080. Average train loss in past 100 iterations 3258.47
  1081. Average test loss in past 100 iterations 138163.0
  1082. --------------------------------------------------
  1083. Average train loss in past 100 iterations 2015.6
  1084. Average test loss in past 100 iterations 103418.0
  1085. --------------------------------------------------
  1086. Average train loss in past 100 iterations 1276.77
  1087. Average test loss in past 100 iterations 86545.6
  1088. --------------------------------------------------
  1089. Average train loss in past 100 iterations 1549.37
  1090. Average test loss in past 100 iterations 100316.0
  1091. --------------------------------------------------
  1092. Average train loss in past 100 iterations 4608.52
  1093. Average test loss in past 100 iterations 171708.0
  1094. --------------------------------------------------
  1095. Average train loss in past 100 iterations 2303.22
  1096. Average test loss in past 100 iterations 117016.0
  1097. --------------------------------------------------
  1098. Average train loss in past 100 iterations 1283.58
  1099. Average test loss in past 100 iterations 95270.2
  1100. --------------------------------------------------
  1101. Average train loss in past 100 iterations 1178.1
  1102. Average test loss in past 100 iterations 97342.9
  1103. --------------------------------------------------
  1104. Average train loss in past 100 iterations 2679.98
  1105. Average test loss in past 100 iterations 125601.0
  1106. --------------------------------------------------
  1107. Average train loss in past 100 iterations 3677.48
  1108. Average test loss in past 100 iterations 157325.0
  1109. --------------------------------------------------
  1110. Average train loss in past 100 iterations 931.622
  1111. Average test loss in past 100 iterations 96933.1
  1112. --------------------------------------------------
  1113. Average train loss in past 100 iterations 949.172
  1114. Average test loss in past 100 iterations 86249.7
  1115. --------------------------------------------------
  1116. Average train loss in past 100 iterations 975.661
  1117. Average test loss in past 100 iterations 83093.9
  1118. --------------------------------------------------
  1119. Average train loss in past 100 iterations 1688.88
  1120. Average test loss in past 100 iterations 98155.6
  1121. --------------------------------------------------
  1122. Average train loss in past 100 iterations 5926.28
  1123. Average test loss in past 100 iterations 212359.0
  1124. --------------------------------------------------
  1125. Average train loss in past 100 iterations 2020.95
  1126. Average test loss in past 100 iterations 114628.0
  1127. --------------------------------------------------
  1128. Average train loss in past 100 iterations 1147.93
  1129. Average test loss in past 100 iterations 92777.5
  1130. --------------------------------------------------
  1131. Average train loss in past 100 iterations 795.942
  1132. Average test loss in past 100 iterations 87365.0
  1133. --------------------------------------------------
  1134. Average train loss in past 100 iterations 1270.17
  1135. Average test loss in past 100 iterations 93785.6
  1136. --------------------------------------------------
  1137. Average train loss in past 100 iterations 3531.54
  1138. Average test loss in past 100 iterations 150993.0
  1139. --------------------------------------------------
  1140. Average train loss in past 100 iterations 2050.56
  1141. Average test loss in past 100 iterations 118538.0
  1142. --------------------------------------------------
  1143. Average train loss in past 100 iterations 973.669
  1144. Average test loss in past 100 iterations 94508.8
  1145. --------------------------------------------------
  1146. Average train loss in past 100 iterations 990.758
  1147. Average test loss in past 100 iterations 87108.1
  1148. --------------------------------------------------
  1149. Average train loss in past 100 iterations 906.78
  1150. Average test loss in past 100 iterations 82328.6
  1151. --------------------------------------------------
  1152. Average train loss in past 100 iterations 965.269
  1153. Average test loss in past 100 iterations 87104.7
  1154. --------------------------------------------------
  1155. Average train loss in past 100 iterations 4088.35
  1156. Average test loss in past 100 iterations 168598.0
  1157. --------------------------------------------------
  1158. Average train loss in past 100 iterations 3798.42
  1159. Average test loss in past 100 iterations 156537.0
  1160. --------------------------------------------------
  1161. Average train loss in past 100 iterations 1009.41
  1162. Average test loss in past 100 iterations 93189.4
  1163. --------------------------------------------------
  1164. Average train loss in past 100 iterations 973.466
  1165. Average test loss in past 100 iterations 90908.9
  1166. --------------------------------------------------
  1167. Average train loss in past 100 iterations 1399.49
  1168. Average test loss in past 100 iterations 95058.1
  1169. --------------------------------------------------
  1170. Average train loss in past 100 iterations 1622.63
  1171. Average test loss in past 100 iterations 102036.0
  1172. --------------------------------------------------
  1173. Average train loss in past 100 iterations 1933.27
  1174. Average test loss in past 100 iterations 114344.0
  1175. --------------------------------------------------
  1176. Average train loss in past 100 iterations 2533.04
  1177. Average test loss in past 100 iterations 121595.0
  1178. --------------------------------------------------
  1179. Average train loss in past 100 iterations 1463.53
  1180. Average test loss in past 100 iterations 99727.6
  1181. --------------------------------------------------
  1182. Average train loss in past 100 iterations 1101.74
  1183. Average test loss in past 100 iterations 89721.5
  1184. --------------------------------------------------
  1185. Average train loss in past 100 iterations 1143.24
  1186. Average test loss in past 100 iterations 96975.8
  1187. --------------------------------------------------
  1188. Average train loss in past 100 iterations 1882.62
  1189. Average test loss in past 100 iterations 107310.0
  1190. --------------------------------------------------
  1191. Average train loss in past 100 iterations 2165.84
  1192. Average test loss in past 100 iterations 117557.0
  1193. --------------------------------------------------
  1194. Average train loss in past 100 iterations 1170.38
  1195. Average test loss in past 100 iterations 101017.0
  1196. --------------------------------------------------
  1197. Average train loss in past 100 iterations 941.977
  1198. Average test loss in past 100 iterations 91520.4
  1199. --------------------------------------------------
  1200. Average train loss in past 100 iterations 888.691
  1201. Average test loss in past 100 iterations 87053.8
  1202. --------------------------------------------------
  1203. Average train loss in past 100 iterations 3028.32
  1204. Average test loss in past 100 iterations 139450.0
  1205. --------------------------------------------------
  1206. Average train loss in past 100 iterations 3217.96
  1207. Average test loss in past 100 iterations 161409.0
  1208. --------------------------------------------------
  1209. Average train loss in past 100 iterations 991.405
  1210. Average test loss in past 100 iterations 102091.0
  1211. --------------------------------------------------
  1212. Average train loss in past 100 iterations 1050.1
  1213. Average test loss in past 100 iterations 101223.0
  1214. --------------------------------------------------
  1215. Average train loss in past 100 iterations 1111.84
  1216. Average test loss in past 100 iterations 105489.0
  1217. --------------------------------------------------
  1218. Average train loss in past 100 iterations 2290.41
  1219. Average test loss in past 100 iterations 132085.0
  1220. --------------------------------------------------
  1221. Average train loss in past 100 iterations 2164.4
  1222. Average test loss in past 100 iterations 131592.0
  1223. --------------------------------------------------
  1224. Average train loss in past 100 iterations 1035.69
  1225. Average test loss in past 100 iterations 102517.0
  1226. --------------------------------------------------
  1227. Average train loss in past 100 iterations 1093.01
  1228. Average test loss in past 100 iterations 104391.0
  1229. --------------------------------------------------
  1230. Average train loss in past 100 iterations 1210.23
  1231. Average test loss in past 100 iterations 103510.0
  1232. --------------------------------------------------
  1233. Average train loss in past 100 iterations 1265.54
  1234. Average test loss in past 100 iterations 103455.0
  1235. --------------------------------------------------
  1236. Average train loss in past 100 iterations 1205.49
  1237. Average test loss in past 100 iterations 105657.0
  1238. --------------------------------------------------
  1239. Average train loss in past 100 iterations 2008.48
  1240. Average test loss in past 100 iterations 119089.0
  1241. --------------------------------------------------
  1242. Average train loss in past 100 iterations 1051.53
  1243. Average test loss in past 100 iterations 100355.0
  1244. --------------------------------------------------
  1245. Average train loss in past 100 iterations 1108.18
  1246. Average test loss in past 100 iterations 102542.0
  1247. --------------------------------------------------
  1248. Average train loss in past 100 iterations 3377.0
  1249. Average test loss in past 100 iterations 163784.0
  1250. --------------------------------------------------
  1251. Average train loss in past 100 iterations 1488.91
  1252. Average test loss in past 100 iterations 122090.0
  1253. --------------------------------------------------
  1254. Average train loss in past 100 iterations 832.492
  1255. Average test loss in past 100 iterations 107162.0
  1256. --------------------------------------------------
  1257. Average train loss in past 100 iterations 692.736
  1258. Average test loss in past 100 iterations 103118.0
  1259. --------------------------------------------------
  1260. Average train loss in past 100 iterations 833.145
  1261. Average test loss in past 100 iterations 99625.5
  1262. --------------------------------------------------
  1263. Average train loss in past 100 iterations 1011.7
  1264. Average test loss in past 100 iterations 103480.0
  1265. --------------------------------------------------
  1266. Average train loss in past 100 iterations 1158.88
  1267. Average test loss in past 100 iterations 107045.0
  1268. --------------------------------------------------
  1269. Average train loss in past 100 iterations 2416.59
  1270. Average test loss in past 100 iterations 149506.0
  1271. --------------------------------------------------
  1272. Average train loss in past 100 iterations 1927.2
  1273. Average test loss in past 100 iterations 136589.0
  1274. --------------------------------------------------
  1275. Average train loss in past 100 iterations 784.365
  1276. Average test loss in past 100 iterations 109974.0
  1277. --------------------------------------------------
  1278. Average train loss in past 100 iterations 1149.53
  1279. Average test loss in past 100 iterations 112672.0
  1280. --------------------------------------------------
  1281. Average train loss in past 100 iterations 2070.07
  1282. Average test loss in past 100 iterations 126044.0
  1283. --------------------------------------------------
  1284. Average train loss in past 100 iterations 1600.34
  1285. Average test loss in past 100 iterations 121492.0
  1286. --------------------------------------------------
  1287. Average train loss in past 100 iterations 790.723
  1288. Average test loss in past 100 iterations 106778.0
  1289. --------------------------------------------------
  1290. Average train loss in past 100 iterations 771.885
  1291. Average test loss in past 100 iterations 104842.0
  1292. --------------------------------------------------
  1293. Average train loss in past 100 iterations 856.627
  1294. Average test loss in past 100 iterations 106380.0
  1295. --------------------------------------------------
  1296. Average train loss in past 100 iterations 1009.88
  1297. Average test loss in past 100 iterations 106144.0
  1298. --------------------------------------------------
  1299. Average train loss in past 100 iterations 2340.42
  1300. Average test loss in past 100 iterations 158210.0
  1301. --------------------------------------------------
  1302. Average train loss in past 100 iterations 2103.78
  1303. Average test loss in past 100 iterations 147839.0
  1304. --------------------------------------------------
  1305. Average train loss in past 100 iterations 907.504
  1306. Average test loss in past 100 iterations 114684.0
  1307. --------------------------------------------------
  1308. Average train loss in past 100 iterations 982.129
  1309. Average test loss in past 100 iterations 112859.0
  1310. --------------------------------------------------
  1311. Average train loss in past 100 iterations 1153.89
  1312. Average test loss in past 100 iterations 119390.0
  1313. --------------------------------------------------
  1314. Average train loss in past 100 iterations 1392.08
  1315. Average test loss in past 100 iterations 122344.0
  1316. --------------------------------------------------
  1317. Average train loss in past 100 iterations 1100.42
  1318. Average test loss in past 100 iterations 116074.0
  1319. --------------------------------------------------
  1320. Average train loss in past 100 iterations 823.673
  1321. Average test loss in past 100 iterations 113470.0
  1322. --------------------------------------------------
  1323. Average train loss in past 100 iterations 888.781
  1324. Average test loss in past 100 iterations 110804.0
  1325. --------------------------------------------------
  1326. Average train loss in past 100 iterations 1026.55
  1327. Average test loss in past 100 iterations 112026.0
  1328. --------------------------------------------------
  1329. Average train loss in past 100 iterations 2460.81
  1330. Average test loss in past 100 iterations 146198.0
  1331. --------------------------------------------------
  1332. Average train loss in past 100 iterations 1559.29
  1333. Average test loss in past 100 iterations 133150.0
  1334. --------------------------------------------------
  1335. Average train loss in past 100 iterations 825.25
  1336. Average test loss in past 100 iterations 115892.0
  1337. --------------------------------------------------
  1338. Average train loss in past 100 iterations 1002.23
  1339. Average test loss in past 100 iterations 117254.0
  1340. --------------------------------------------------
  1341. Average train loss in past 100 iterations 1122.42
  1342. Average test loss in past 100 iterations 126124.0
  1343. --------------------------------------------------
  1344. Average train loss in past 100 iterations 1299.86
  1345. Average test loss in past 100 iterations 126811.0
  1346. --------------------------------------------------
  1347. Average train loss in past 100 iterations 831.809
  1348. Average test loss in past 100 iterations 118358.0
  1349. --------------------------------------------------
  1350. Average train loss in past 100 iterations 780.853
  1351. Average test loss in past 100 iterations 112793.0
  1352. --------------------------------------------------
  1353. Average train loss in past 100 iterations 1302.62
  1354. Average test loss in past 100 iterations 129996.0
  1355. --------------------------------------------------
  1356. Average train loss in past 100 iterations 2411.38
  1357. Average test loss in past 100 iterations 152391.0
  1358. --------------------------------------------------
  1359. Average train loss in past 100 iterations 916.223
  1360. Average test loss in past 100 iterations 121080.0
  1361. --------------------------------------------------
  1362. Average train loss in past 100 iterations 1061.36
  1363. Average test loss in past 100 iterations 121821.0
  1364. --------------------------------------------------
  1365. Average train loss in past 100 iterations 1053.71
  1366. Average test loss in past 100 iterations 116680.0
  1367. --------------------------------------------------
  1368. Average train loss in past 100 iterations 807.767
  1369. Average test loss in past 100 iterations 112341.0
  1370. --------------------------------------------------
  1371. Average train loss in past 100 iterations 1013.28
  1372. Average test loss in past 100 iterations 115428.0
  1373. --------------------------------------------------
  1374. Average train loss in past 100 iterations 1103.19
  1375. Average test loss in past 100 iterations 120509.0
  1376. --------------------------------------------------
  1377. Average train loss in past 100 iterations 1321.6
  1378. Average test loss in past 100 iterations 123121.0
  1379. --------------------------------------------------
  1380. Average train loss in past 100 iterations 1094.8
  1381. Average test loss in past 100 iterations 119092.0
  1382. --------------------------------------------------
  1383. Average train loss in past 100 iterations 647.728
  1384. Average test loss in past 100 iterations 112793.0
  1385. --------------------------------------------------
  1386. Average train loss in past 100 iterations 800.235
  1387. Average test loss in past 100 iterations 110651.0
  1388. --------------------------------------------------
  1389. Average train loss in past 100 iterations 1179.39
  1390. Average test loss in past 100 iterations 117693.0
  1391. --------------------------------------------------
  1392. Average train loss in past 100 iterations 2047.53
  1393. Average test loss in past 100 iterations 140484.0
  1394. --------------------------------------------------
  1395. Average train loss in past 100 iterations 854.959
  1396. Average test loss in past 100 iterations 120668.0
  1397. --------------------------------------------------
  1398. Average train loss in past 100 iterations 856.036
  1399. Average test loss in past 100 iterations 118623.0
  1400. --------------------------------------------------
  1401. Average train loss in past 100 iterations 1610.39
  1402. Average test loss in past 100 iterations 130722.0
  1403. --------------------------------------------------
  1404. Average train loss in past 100 iterations 937.831
  1405. Average test loss in past 100 iterations 125950.0
  1406. --------------------------------------------------
  1407. Average train loss in past 100 iterations 882.907
  1408. Average test loss in past 100 iterations 120564.0
  1409. --------------------------------------------------
  1410. Average train loss in past 100 iterations 718.772
  1411. Average test loss in past 100 iterations 114226.0
  1412. --------------------------------------------------
  1413. Average train loss in past 100 iterations 873.199
  1414. Average test loss in past 100 iterations 118381.0
  1415. --------------------------------------------------
  1416. Average train loss in past 100 iterations 831.845
  1417. Average test loss in past 100 iterations 118299.0
  1418. --------------------------------------------------
  1419. Average train loss in past 100 iterations 1617.5
  1420. Average test loss in past 100 iterations 134907.0
  1421. --------------------------------------------------
  1422. Average train loss in past 100 iterations 1107.96
  1423. Average test loss in past 100 iterations 132394.0
  1424. --------------------------------------------------
  1425. Average train loss in past 100 iterations 753.324
  1426. Average test loss in past 100 iterations 120371.0
  1427. --------------------------------------------------
  1428. Average train loss in past 100 iterations 961.863
  1429. Average test loss in past 100 iterations 118954.0
  1430. --------------------------------------------------
  1431. Average train loss in past 100 iterations 1029.06
  1432. Average test loss in past 100 iterations 121036.0
  1433. --------------------------------------------------
  1434. Average train loss in past 100 iterations 1309.24
  1435. Average test loss in past 100 iterations 126973.0
  1436. --------------------------------------------------
  1437. Average train loss in past 100 iterations 846.495
  1438. Average test loss in past 100 iterations 125182.0
  1439. --------------------------------------------------
  1440. Average train loss in past 100 iterations 770.423
  1441. Average test loss in past 100 iterations 123688.0
  1442. --------------------------------------------------
  1443. Average train loss in past 100 iterations 962.853
  1444. Average test loss in past 100 iterations 127319.0
  1445. --------------------------------------------------
  1446. Average train loss in past 100 iterations 819.826
  1447. Average test loss in past 100 iterations 125618.0
  1448. --------------------------------------------------
  1449. Average train loss in past 100 iterations 778.927
  1450. Average test loss in past 100 iterations 118583.0
  1451. --------------------------------------------------
  1452. Average train loss in past 100 iterations 676.589
  1453. Average test loss in past 100 iterations 116291.0
  1454. --------------------------------------------------
  1455. Average train loss in past 100 iterations 1376.47
  1456. Average test loss in past 100 iterations 134440.0
  1457. --------------------------------------------------
  1458. Average train loss in past 100 iterations 2216.62
  1459. Average test loss in past 100 iterations 158525.0
  1460. --------------------------------------------------
  1461. Average train loss in past 100 iterations 784.975
  1462. Average test loss in past 100 iterations 127187.0
  1463. --------------------------------------------------
  1464. Average train loss in past 100 iterations 646.391
  1465. Average test loss in past 100 iterations 121277.0
  1466. --------------------------------------------------
  1467. Average train loss in past 100 iterations 624.184
  1468. Average test loss in past 100 iterations 120496.0
  1469. --------------------------------------------------
  1470. Average train loss in past 100 iterations 671.714
  1471. Average test loss in past 100 iterations 116910.0
  1472. --------------------------------------------------
  1473. Average train loss in past 100 iterations 729.058
  1474. Average test loss in past 100 iterations 117718.0
  1475. --------------------------------------------------
  1476. Average train loss in past 100 iterations 713.721
  1477. Average test loss in past 100 iterations 113945.0
  1478. --------------------------------------------------
  1479. Average train loss in past 100 iterations 1624.82
  1480. Average test loss in past 100 iterations 136198.0
  1481. --------------------------------------------------
  1482. Average train loss in past 100 iterations 1386.44
  1483. Average test loss in past 100 iterations 126768.0
  1484. --------------------------------------------------
  1485. Average train loss in past 100 iterations 705.719
  1486. Average test loss in past 100 iterations 118461.0
  1487. --------------------------------------------------
  1488. Average train loss in past 100 iterations 550.308
  1489. Average test loss in past 100 iterations 116153.0
  1490. --------------------------------------------------
  1491. Average train loss in past 100 iterations 743.313
  1492. Average test loss in past 100 iterations 114378.0
  1493. --------------------------------------------------
  1494. Average train loss in past 100 iterations 854.376
  1495. Average test loss in past 100 iterations 117512.0
  1496. --------------------------------------------------
  1497. Average train loss in past 100 iterations 1059.42
  1498. Average test loss in past 100 iterations 122840.0
  1499. --------------------------------------------------
  1500. Average train loss in past 100 iterations 1450.1
  1501. Average test loss in past 100 iterations 135532.0
  1502. --------------------------------------------------
  1503. Average train loss in past 100 iterations 888.468
  1504. Average test loss in past 100 iterations 123450.0
  1505. --------------------------------------------------
  1506. Average train loss in past 100 iterations 705.233
  1507. Average test loss in past 100 iterations 120093.0
  1508. --------------------------------------------------
  1509. Average train loss in past 100 iterations 673.886
  1510. Average test loss in past 100 iterations 122053.0
  1511. --------------------------------------------------
  1512. Average train loss in past 100 iterations 1172.59
  1513. Average test loss in past 100 iterations 132819.0
  1514. --------------------------------------------------
  1515. Average train loss in past 100 iterations 841.713
  1516. Average test loss in past 100 iterations 127158.0
  1517. --------------------------------------------------
  1518. Average train loss in past 100 iterations 842.347
  1519. Average test loss in past 100 iterations 126353.0
  1520. --------------------------------------------------
  1521. Average train loss in past 100 iterations 668.558
  1522. Average test loss in past 100 iterations 124607.0
  1523. --------------------------------------------------
  1524. Average train loss in past 100 iterations 707.504
  1525. Average test loss in past 100 iterations 121630.0
  1526. --------------------------------------------------
  1527. Average train loss in past 100 iterations 1525.84
  1528. Average test loss in past 100 iterations 135880.0
  1529. --------------------------------------------------
  1530. Average train loss in past 100 iterations 804.688
  1531. Average test loss in past 100 iterations 125356.0
  1532. --------------------------------------------------
  1533. Average train loss in past 100 iterations 695.764
  1534. Average test loss in past 100 iterations 121745.0
  1535. --------------------------------------------------
  1536. Average train loss in past 100 iterations 933.033
  1537. Average test loss in past 100 iterations 127597.0
  1538. --------------------------------------------------
  1539. Average train loss in past 100 iterations 778.291
  1540. Average test loss in past 100 iterations 123154.0
  1541. --------------------------------------------------
  1542. Average train loss in past 100 iterations 683.41
  1543. Average test loss in past 100 iterations 121703.0
  1544. --------------------------------------------------
  1545. Average train loss in past 100 iterations 786.651
  1546. Average test loss in past 100 iterations 123107.0
  1547. --------------------------------------------------
  1548. Average train loss in past 100 iterations 714.402
  1549. Average test loss in past 100 iterations 122790.0
  1550. --------------------------------------------------
  1551. Average train loss in past 100 iterations 691.022
  1552. Average test loss in past 100 iterations 125704.0
  1553. --------------------------------------------------
  1554. Average train loss in past 100 iterations 1323.13
  1555. Average test loss in past 100 iterations 142125.0
  1556. --------------------------------------------------
  1557. Average train loss in past 100 iterations 880.335
  1558. Average test loss in past 100 iterations 125804.0
  1559. --------------------------------------------------
  1560. Average train loss in past 100 iterations 666.163
  1561. Average test loss in past 100 iterations 118321.0
  1562. --------------------------------------------------
  1563. Average train loss in past 100 iterations 948.576
  1564. Average test loss in past 100 iterations 123932.0
  1565. --------------------------------------------------
  1566. Average train loss in past 100 iterations 1209.6
  1567. Average test loss in past 100 iterations 126627.0
  1568. --------------------------------------------------
  1569. Average train loss in past 100 iterations 666.145
  1570. Average test loss in past 100 iterations 119106.0
  1571. --------------------------------------------------
  1572. Average train loss in past 100 iterations 560.149
  1573. Average test loss in past 100 iterations 120486.0
  1574. --------------------------------------------------
  1575. Average train loss in past 100 iterations 718.693
  1576. Average test loss in past 100 iterations 120352.0
  1577. --------------------------------------------------
  1578. Average train loss in past 100 iterations 815.97
  1579. Average test loss in past 100 iterations 124214.0
  1580. --------------------------------------------------
  1581. Average train loss in past 100 iterations 675.075
  1582. Average test loss in past 100 iterations 119137.0
  1583. --------------------------------------------------
  1584. Average train loss in past 100 iterations 612.88
  1585. Average test loss in past 100 iterations 115522.0
  1586. --------------------------------------------------
  1587. Average train loss in past 100 iterations 1585.75
  1588. Average test loss in past 100 iterations 133368.0
  1589. --------------------------------------------------
  1590. Average train loss in past 100 iterations 845.219
  1591. Average test loss in past 100 iterations 121058.0
  1592. --------------------------------------------------
  1593. Average train loss in past 100 iterations 550.604
  1594. Average test loss in past 100 iterations 119493.0
  1595. --------------------------------------------------
  1596. Average train loss in past 100 iterations 641.946
  1597. Average test loss in past 100 iterations 116497.0
  1598. --------------------------------------------------
  1599. Average train loss in past 100 iterations 718.692
  1600. Average test loss in past 100 iterations 116144.0
  1601. --------------------------------------------------
  1602. Average train loss in past 100 iterations 792.075
  1603. Average test loss in past 100 iterations 117501.0
  1604. --------------------------------------------------
  1605. Average train loss in past 100 iterations 1141.28
  1606. Average test loss in past 100 iterations 127474.0
  1607. --------------------------------------------------
  1608. Average train loss in past 100 iterations 1095.47
  1609. Average test loss in past 100 iterations 123109.0
  1610. --------------------------------------------------
  1611. Average train loss in past 100 iterations 643.126
  1612. Average test loss in past 100 iterations 117406.0
  1613. --------------------------------------------------
  1614. Average train loss in past 100 iterations 673.26
  1615. Average test loss in past 100 iterations 121723.0
  1616. --------------------------------------------------
  1617. Average train loss in past 100 iterations 782.785
  1618. Average test loss in past 100 iterations 123478.0
  1619. --------------------------------------------------
  1620. Average train loss in past 100 iterations 794.869
  1621. Average test loss in past 100 iterations 120957.0
  1622. --------------------------------------------------
  1623. Average train loss in past 100 iterations 673.314
  1624. Average test loss in past 100 iterations 115938.0
  1625. --------------------------------------------------
  1626. Average train loss in past 100 iterations 635.716
  1627. Average test loss in past 100 iterations 116148.0
  1628. --------------------------------------------------
  1629. Average train loss in past 100 iterations 690.751
  1630. Average test loss in past 100 iterations 115536.0
  1631. --------------------------------------------------
  1632. Average train loss in past 100 iterations 875.823
  1633. Average test loss in past 100 iterations 117365.0
  1634. --------------------------------------------------
  1635. Average train loss in past 100 iterations 1203.81
  1636. Average test loss in past 100 iterations 128230.0
  1637. --------------------------------------------------
  1638. Average train loss in past 100 iterations 626.585
  1639. Average test loss in past 100 iterations 118548.0
  1640. --------------------------------------------------
  1641. Average train loss in past 100 iterations 627.587
  1642. Average test loss in past 100 iterations 118102.0
  1643. --------------------------------------------------
  1644. Average train loss in past 100 iterations 686.747
  1645. Average test loss in past 100 iterations 117819.0
  1646. --------------------------------------------------
  1647. Average train loss in past 100 iterations 704.766
  1648. Average test loss in past 100 iterations 121235.0
  1649. --------------------------------------------------
  1650. Average train loss in past 100 iterations 715.602
  1651. Average test loss in past 100 iterations 118345.0
  1652. --------------------------------------------------
  1653. Average train loss in past 100 iterations 1079.09
  1654. Average test loss in past 100 iterations 126076.0
  1655. --------------------------------------------------
  1656. Average train loss in past 100 iterations 644.792
  1657. Average test loss in past 100 iterations 122645.0
  1658. --------------------------------------------------
  1659. Average train loss in past 100 iterations 639.247
  1660. Average test loss in past 100 iterations 117522.0
  1661. --------------------------------------------------
  1662. Average train loss in past 100 iterations 672.003
  1663. Average test loss in past 100 iterations 114930.0
  1664. --------------------------------------------------
  1665. Average train loss in past 100 iterations 679.273
  1666. Average test loss in past 100 iterations 114075.0
  1667. --------------------------------------------------
  1668. Average train loss in past 100 iterations 976.043
  1669. Average test loss in past 100 iterations 120747.0
  1670. --------------------------------------------------
  1671. Average train loss in past 100 iterations 962.967
  1672. Average test loss in past 100 iterations 118780.0
  1673. --------------------------------------------------
  1674. Average train loss in past 100 iterations 675.124
  1675. Average test loss in past 100 iterations 113887.0
  1676. --------------------------------------------------
  1677. Average train loss in past 100 iterations 530.032
  1678. Average test loss in past 100 iterations 113666.0
  1679. --------------------------------------------------
  1680. Average train loss in past 100 iterations 634.747
  1681. Average test loss in past 100 iterations 113638.0
  1682. --------------------------------------------------
  1683. Average train loss in past 100 iterations 702.352
  1684. Average test loss in past 100 iterations 118000.0
  1685. --------------------------------------------------
  1686. Average train loss in past 100 iterations 1015.3
  1687. Average test loss in past 100 iterations 127779.0
  1688. --------------------------------------------------
  1689. Average train loss in past 100 iterations 759.574
  1690. Average test loss in past 100 iterations 122822.0
  1691. --------------------------------------------------
  1692. Average train loss in past 100 iterations 663.783
  1693. Average test loss in past 100 iterations 117882.0
  1694. --------------------------------------------------
  1695. Average train loss in past 100 iterations 676.624
  1696. Average test loss in past 100 iterations 116902.0
  1697. --------------------------------------------------
  1698. Average train loss in past 100 iterations 832.903
  1699. Average test loss in past 100 iterations 121117.0
  1700. --------------------------------------------------
  1701. Average train loss in past 100 iterations 747.078
  1702. Average test loss in past 100 iterations 116397.0
  1703. --------------------------------------------------
  1704. Average train loss in past 100 iterations 699.05
  1705. Average test loss in past 100 iterations 114719.0
  1706. --------------------------------------------------
  1707. Average train loss in past 100 iterations 622.714
  1708. Average test loss in past 100 iterations 113222.0
  1709. --------------------------------------------------
  1710. Average train loss in past 100 iterations 542.525
  1711. Average test loss in past 100 iterations 113199.0
  1712. --------------------------------------------------
  1713. Average train loss in past 100 iterations 700.044
  1714. Average test loss in past 100 iterations 113264.0
  1715. --------------------------------------------------
  1716. Average train loss in past 100 iterations 1275.96
  1717. Average test loss in past 100 iterations 131388.0
  1718. --------------------------------------------------
  1719. Average train loss in past 100 iterations 586.52
  1720. Average test loss in past 100 iterations 120861.0
  1721. --------------------------------------------------
  1722. Average train loss in past 100 iterations 583.55
  1723. Average test loss in past 100 iterations 116144.0
  1724. --------------------------------------------------
  1725. Average train loss in past 100 iterations 679.975
  1726. Average test loss in past 100 iterations 116312.0
  1727. --------------------------------------------------
  1728. Average train loss in past 100 iterations 723.662
  1729. Average test loss in past 100 iterations 114925.0
  1730. --------------------------------------------------
  1731. Average train loss in past 100 iterations 582.911
  1732. Average test loss in past 100 iterations 115015.0
  1733. --------------------------------------------------
  1734. Average train loss in past 100 iterations 717.613
  1735. Average test loss in past 100 iterations 115469.0
  1736. --------------------------------------------------
  1737. Average train loss in past 100 iterations 609.091
  1738. Average test loss in past 100 iterations 113171.0
  1739. --------------------------------------------------
  1740. Average train loss in past 100 iterations 684.719
  1741. Average test loss in past 100 iterations 121465.0
  1742. --------------------------------------------------
  1743. Average train loss in past 100 iterations 804.364
  1744. Average test loss in past 100 iterations 121599.0
  1745. --------------------------------------------------
  1746. Average train loss in past 100 iterations 800.109
  1747. Average test loss in past 100 iterations 120923.0
  1748. --------------------------------------------------
  1749. Average train loss in past 100 iterations 609.085
  1750. Average test loss in past 100 iterations 114400.0
  1751. --------------------------------------------------
  1752. Average train loss in past 100 iterations 522.017
  1753. Average test loss in past 100 iterations 113454.0
  1754. --------------------------------------------------
  1755. Average train loss in past 100 iterations 664.731
  1756. Average test loss in past 100 iterations 115216.0
  1757. --------------------------------------------------
  1758. Average train loss in past 100 iterations 935.616
  1759. Average test loss in past 100 iterations 120550.0
  1760. --------------------------------------------------
  1761. Average train loss in past 100 iterations 753.068
  1762. Average test loss in past 100 iterations 120226.0
  1763. --------------------------------------------------
  1764. Average train loss in past 100 iterations 561.445
  1765. Average test loss in past 100 iterations 116448.0
  1766. --------------------------------------------------
  1767. Average train loss in past 100 iterations 653.338
  1768. Average test loss in past 100 iterations 116180.0
  1769. --------------------------------------------------
  1770. Average train loss in past 100 iterations 748.557
  1771. Average test loss in past 100 iterations 118331.0
  1772. --------------------------------------------------
  1773. Average train loss in past 100 iterations 549.78
  1774. Average test loss in past 100 iterations 115874.0
  1775. --------------------------------------------------
  1776. Average train loss in past 100 iterations 607.866
  1777. Average test loss in past 100 iterations 112964.0
  1778. --------------------------------------------------
  1779. Average train loss in past 100 iterations 558.55
  1780. Average test loss in past 100 iterations 113850.0
  1781. --------------------------------------------------
  1782. Average train loss in past 100 iterations 526.696
  1783. Average test loss in past 100 iterations 112337.0
  1784. --------------------------------------------------
  1785. Average train loss in past 100 iterations 736.325
  1786. Average test loss in past 100 iterations 113909.0
  1787. --------------------------------------------------
  1788. Average train loss in past 100 iterations 1036.89
  1789. Average test loss in past 100 iterations 123315.0
  1790. --------------------------------------------------
  1791. Average train loss in past 100 iterations 711.713
  1792. Average test loss in past 100 iterations 113468.0
  1793. --------------------------------------------------
  1794. Average train loss in past 100 iterations 572.011
  1795. Average test loss in past 100 iterations 110877.0
  1796. --------------------------------------------------
  1797. Average train loss in past 100 iterations 723.598
  1798. Average test loss in past 100 iterations 111851.0
  1799. --------------------------------------------------
  1800. Average train loss in past 100 iterations 685.178
  1801. Average test loss in past 100 iterations 110650.0
  1802. --------------------------------------------------
  1803. Average train loss in past 100 iterations 520.372
  1804. Average test loss in past 100 iterations 110003.0
  1805. --------------------------------------------------
  1806. Average train loss in past 100 iterations 876.857
  1807. Average test loss in past 100 iterations 111813.0
  1808. --------------------------------------------------
  1809. Average train loss in past 100 iterations 660.041
  1810. Average test loss in past 100 iterations 110369.0
  1811. --------------------------------------------------
  1812. Average train loss in past 100 iterations 549.368
  1813. Average test loss in past 100 iterations 108509.0
  1814. --------------------------------------------------
  1815. Average train loss in past 100 iterations 527.147
  1816. Average test loss in past 100 iterations 107274.0
  1817. --------------------------------------------------
  1818. Average train loss in past 100 iterations 675.451
  1819. Average test loss in past 100 iterations 108333.0
  1820. --------------------------------------------------
  1821. Average train loss in past 100 iterations 896.126
  1822. Average test loss in past 100 iterations 111657.0
  1823. --------------------------------------------------
  1824. Average train loss in past 100 iterations 494.448
  1825. Average test loss in past 100 iterations 106274.0
  1826. --------------------------------------------------
  1827. Average train loss in past 100 iterations 611.253
  1828. Average test loss in past 100 iterations 106177.0
  1829. --------------------------------------------------
  1830. Average train loss in past 100 iterations 598.554
  1831. Average test loss in past 100 iterations 105402.0
  1832. --------------------------------------------------
  1833. Average train loss in past 100 iterations 624.663
  1834. Average test loss in past 100 iterations 104788.0
  1835. --------------------------------------------------
  1836. Average train loss in past 100 iterations 660.03
  1837. Average test loss in past 100 iterations 105820.0
  1838. --------------------------------------------------
  1839. Average train loss in past 100 iterations 809.322
  1840. Average test loss in past 100 iterations 107228.0
  1841. --------------------------------------------------
  1842. Average train loss in past 100 iterations 563.638
  1843. Average test loss in past 100 iterations 103385.0
  1844. --------------------------------------------------
  1845. Average train loss in past 100 iterations 463.233
  1846. Average test loss in past 100 iterations 103194.0
  1847. --------------------------------------------------
  1848. Average train loss in past 100 iterations 540.216
  1849. Average test loss in past 100 iterations 103211.0
  1850. --------------------------------------------------
  1851. Average train loss in past 100 iterations 996.446
  1852. Average test loss in past 100 iterations 115016.0
  1853. --------------------------------------------------
  1854. Average train loss in past 100 iterations 829.743
  1855. Average test loss in past 100 iterations 110714.0
  1856. --------------------------------------------------
  1857. Average train loss in past 100 iterations 553.43
  1858. Average test loss in past 100 iterations 104662.0
  1859. --------------------------------------------------
  1860. Average train loss in past 100 iterations 584.609
  1861. Average test loss in past 100 iterations 103738.0
  1862. --------------------------------------------------
  1863. Average train loss in past 100 iterations 619.218
  1864. Average test loss in past 100 iterations 102373.0
  1865. --------------------------------------------------
  1866. Average train loss in past 100 iterations 474.759
  1867. Average test loss in past 100 iterations 101268.0
  1868. --------------------------------------------------
  1869. Average train loss in past 100 iterations 574.3
  1870. Average test loss in past 100 iterations 102386.0
  1871. --------------------------------------------------
  1872. Average train loss in past 100 iterations 575.549
  1873. Average test loss in past 100 iterations 103995.0
  1874. --------------------------------------------------
  1875. Average train loss in past 100 iterations 759.552
  1876. Average test loss in past 100 iterations 108412.0
  1877. --------------------------------------------------
  1878. Average train loss in past 100 iterations 803.011
  1879. Average test loss in past 100 iterations 112016.0
  1880. --------------------------------------------------
  1881. Average train loss in past 100 iterations 601.146
  1882. Average test loss in past 100 iterations 105667.0
  1883. --------------------------------------------------
  1884. Average train loss in past 100 iterations 646.704
  1885. Average test loss in past 100 iterations 102584.0
  1886. --------------------------------------------------
  1887. Average train loss in past 100 iterations 533.985
  1888. Average test loss in past 100 iterations 102001.0
  1889. --------------------------------------------------
  1890. Average train loss in past 100 iterations 570.463
  1891. Average test loss in past 100 iterations 101447.0
  1892. --------------------------------------------------
  1893. Average train loss in past 100 iterations 578.369
  1894. Average test loss in past 100 iterations 103183.0
  1895. --------------------------------------------------
  1896. Average train loss in past 100 iterations 585.793
  1897. Average test loss in past 100 iterations 102115.0
  1898. --------------------------------------------------
  1899. Average train loss in past 100 iterations 610.234
  1900. Average test loss in past 100 iterations 103631.0
  1901. --------------------------------------------------
  1902. Average train loss in past 100 iterations 675.851
  1903. Average test loss in past 100 iterations 102815.0
  1904. --------------------------------------------------
  1905. Average train loss in past 100 iterations 617.307
  1906. Average test loss in past 100 iterations 103447.0
  1907. --------------------------------------------------
  1908. Average train loss in past 100 iterations 551.54
  1909. Average test loss in past 100 iterations 102967.0
  1910. --------------------------------------------------
  1911. Average train loss in past 100 iterations 621.127
  1912. Average test loss in past 100 iterations 102608.0
  1913. --------------------------------------------------
  1914. Average train loss in past 100 iterations 567.224
  1915. Average test loss in past 100 iterations 100719.0
  1916. --------------------------------------------------
  1917. Average train loss in past 100 iterations 573.152
  1918. Average test loss in past 100 iterations 99066.4
  1919. --------------------------------------------------
  1920. Average train loss in past 100 iterations 499.974
  1921. Average test loss in past 100 iterations 99215.9
  1922. --------------------------------------------------
  1923. Average train loss in past 100 iterations 713.362
  1924. Average test loss in past 100 iterations 101807.0
  1925. --------------------------------------------------
  1926. Average train loss in past 100 iterations 964.754
  1927. Average test loss in past 100 iterations 106347.0
  1928. --------------------------------------------------
  1929. Average train loss in past 100 iterations 477.917
  1930. Average test loss in past 100 iterations 100397.0
  1931. --------------------------------------------------
  1932. Average train loss in past 100 iterations 605.476
  1933. Average test loss in past 100 iterations 100518.0
  1934. --------------------------------------------------
  1935. Average train loss in past 100 iterations 568.255
  1936. Average test loss in past 100 iterations 100098.0
  1937. --------------------------------------------------
  1938. Average train loss in past 100 iterations 569.16
  1939. Average test loss in past 100 iterations 99576.8
  1940. --------------------------------------------------
  1941. Average train loss in past 100 iterations 534.709
  1942. Average test loss in past 100 iterations 100197.0
  1943. --------------------------------------------------
  1944. Average train loss in past 100 iterations 552.858
  1945. Average test loss in past 100 iterations 98542.6
  1946. --------------------------------------------------
  1947. Average train loss in past 100 iterations 588.377
  1948. Average test loss in past 100 iterations 96953.6
  1949. --------------------------------------------------
  1950. Average train loss in past 100 iterations 810.953
  1951. Average test loss in past 100 iterations 108742.0
  1952. --------------------------------------------------
  1953. Average train loss in past 100 iterations 622.611
  1954. Average test loss in past 100 iterations 100919.0
  1955. --------------------------------------------------
  1956. Average train loss in past 100 iterations 590.022
  1957. Average test loss in past 100 iterations 100439.0
  1958. --------------------------------------------------
  1959. Average train loss in past 100 iterations 564.372
  1960. Average test loss in past 100 iterations 99485.0
  1961. --------------------------------------------------
  1962. Average train loss in past 100 iterations 499.984
  1963. Average test loss in past 100 iterations 98713.6
  1964. --------------------------------------------------
  1965. Average train loss in past 100 iterations 582.12
  1966. Average test loss in past 100 iterations 98839.5
  1967. --------------------------------------------------
  1968. Average train loss in past 100 iterations 600.969
  1969. Average test loss in past 100 iterations 97700.5
  1970. --------------------------------------------------
  1971. Average train loss in past 100 iterations 500.398
  1972. Average test loss in past 100 iterations 97788.2
  1973. --------------------------------------------------
  1974. Average train loss in past 100 iterations 567.507
  1975. Average test loss in past 100 iterations 95279.6
  1976. --------------------------------------------------
  1977. Average train loss in past 100 iterations 570.834
  1978. Average test loss in past 100 iterations 95293.6
  1979. --------------------------------------------------
  1980. Average train loss in past 100 iterations 624.717
  1981. Average test loss in past 100 iterations 96613.0
  1982. --------------------------------------------------
  1983. Average train loss in past 100 iterations 1071.97
  1984. Average test loss in past 100 iterations 107501.0
  1985. --------------------------------------------------
  1986. Average train loss in past 100 iterations 585.682
  1987. Average test loss in past 100 iterations 98754.0
  1988. --------------------------------------------------
  1989. Average train loss in past 100 iterations 553.311
  1990. Average test loss in past 100 iterations 98765.0
  1991. --------------------------------------------------
  1992. Average train loss in past 100 iterations 463.438
  1993. Average test loss in past 100 iterations 97145.8
  1994. --------------------------------------------------
  1995. Average train loss in past 100 iterations 531.193
  1996. Average test loss in past 100 iterations 97711.7
  1997. --------------------------------------------------
  1998. Average train loss in past 100 iterations 583.65
  1999. Average test loss in past 100 iterations 97387.9
  2000. --------------------------------------------------
  2001. Average train loss in past 100 iterations 551.533
  2002. Average test loss in past 100 iterations 95497.3
  2003. --------------------------------------------------
  2004. Average train loss in past 100 iterations 536.531
  2005. Average test loss in past 100 iterations 96032.4
  2006. --------------------------------------------------
  2007. Average train loss in past 100 iterations 735.983
  2008. Average test loss in past 100 iterations 99177.6
  2009. --------------------------------------------------
  2010. Average train loss in past 100 iterations 558.333
  2011. Average test loss in past 100 iterations 93888.0
  2012. --------------------------------------------------
  2013. Average train loss in past 100 iterations 591.4
  2014. Average test loss in past 100 iterations 96326.3
  2015. --------------------------------------------------
  2016. Average train loss in past 100 iterations 639.586
  2017. Average test loss in past 100 iterations 96753.6
  2018. --------------------------------------------------
  2019. Average train loss in past 100 iterations 545.081
  2020. Average test loss in past 100 iterations 93828.3
  2021. --------------------------------------------------
  2022. Average train loss in past 100 iterations 561.861
  2023. Average test loss in past 100 iterations 93315.3
  2024. --------------------------------------------------
  2025. Average train loss in past 100 iterations 513.152
  2026. Average test loss in past 100 iterations 94122.7
  2027. --------------------------------------------------
  2028. Average train loss in past 100 iterations 652.062
  2029. Average test loss in past 100 iterations 94820.6
  2030. --------------------------------------------------
  2031. Average train loss in past 100 iterations 622.865
  2032. Average test loss in past 100 iterations 94778.6
  2033. --------------------------------------------------
  2034. Average train loss in past 100 iterations 476.495
  2035. Average test loss in past 100 iterations 93814.9
  2036. --------------------------------------------------
  2037. Average train loss in past 100 iterations 562.383
  2038. Average test loss in past 100 iterations 93984.5
  2039. --------------------------------------------------
  2040. Average train loss in past 100 iterations 549.812
  2041. Average test loss in past 100 iterations 93380.8
  2042. --------------------------------------------------
  2043. Average train loss in past 100 iterations 579.568
  2044. Average test loss in past 100 iterations 93797.0
  2045. --------------------------------------------------
  2046. Average train loss in past 100 iterations 548.649
  2047. Average test loss in past 100 iterations 93880.8
  2048. --------------------------------------------------
  2049. Average train loss in past 100 iterations 720.151
  2050. Average test loss in past 100 iterations 96940.1
  2051. --------------------------------------------------
  2052. Average train loss in past 100 iterations 647.883
  2053. Average test loss in past 100 iterations 95305.0
  2054. --------------------------------------------------
  2055. Average train loss in past 100 iterations 467.453
  2056. Average test loss in past 100 iterations 92961.1
  2057. --------------------------------------------------
  2058. Average train loss in past 100 iterations 525.933
  2059. Average test loss in past 100 iterations 92438.7
  2060. --------------------------------------------------
  2061. Average train loss in past 100 iterations 543.118
  2062. Average test loss in past 100 iterations 92691.8
  2063. --------------------------------------------------
  2064. Average train loss in past 100 iterations 560.365
  2065. Average test loss in past 100 iterations 93279.9
  2066. --------------------------------------------------
  2067. Average train loss in past 100 iterations 492.428
  2068. Average test loss in past 100 iterations 93507.6
  2069. --------------------------------------------------
  2070. Average train loss in past 100 iterations 688.056
  2071. Average test loss in past 100 iterations 97069.3
  2072. --------------------------------------------------
  2073. Average train loss in past 100 iterations 621.531
  2074. Average test loss in past 100 iterations 96540.0
  2075. --------------------------------------------------
  2076. Average train loss in past 100 iterations 458.258
  2077. Average test loss in past 100 iterations 92787.7
  2078. --------------------------------------------------
  2079. Average train loss in past 100 iterations 547.253
  2080. Average test loss in past 100 iterations 92982.6
  2081. --------------------------------------------------
  2082. Average train loss in past 100 iterations 609.275
  2083. Average test loss in past 100 iterations 93019.3
  2084. --------------------------------------------------
  2085. Average train loss in past 100 iterations 629.156
  2086. Average test loss in past 100 iterations 91201.7
  2087. --------------------------------------------------
  2088. Average train loss in past 100 iterations 593.55
  2089. Average test loss in past 100 iterations 91657.2
  2090. --------------------------------------------------
  2091. Average train loss in past 100 iterations 559.95
  2092. Average test loss in past 100 iterations 90289.8
  2093. --------------------------------------------------
  2094. Average train loss in past 100 iterations 637.835
  2095. Average test loss in past 100 iterations 92590.5
  2096. --------------------------------------------------
  2097. Average train loss in past 100 iterations 541.654
  2098. Average test loss in past 100 iterations 94654.8
  2099. --------------------------------------------------
  2100. Average train loss in past 100 iterations 545.592
  2101. Average test loss in past 100 iterations 91354.8
  2102. --------------------------------------------------
  2103. Average train loss in past 100 iterations 529.69
  2104. Average test loss in past 100 iterations 91288.6
  2105. --------------------------------------------------
  2106. Average train loss in past 100 iterations 570.809
  2107. Average test loss in past 100 iterations 91728.5
  2108. --------------------------------------------------
  2109. Average train loss in past 100 iterations 491.846
  2110. Average test loss in past 100 iterations 91790.6
  2111. --------------------------------------------------
  2112. Average train loss in past 100 iterations 555.392
  2113. Average test loss in past 100 iterations 91692.5
  2114. --------------------------------------------------
  2115. Average train loss in past 100 iterations 669.842
  2116. Average test loss in past 100 iterations 94519.2
  2117. --------------------------------------------------
  2118. Average train loss in past 100 iterations 449.901
  2119. Average test loss in past 100 iterations 92783.6
  2120. --------------------------------------------------
  2121. Average train loss in past 100 iterations 553.831
  2122. Average test loss in past 100 iterations 90985.5
  2123. --------------------------------------------------
  2124. Average train loss in past 100 iterations 557.583
  2125. Average test loss in past 100 iterations 92676.3
  2126. --------------------------------------------------
  2127. Average train loss in past 100 iterations 569.11
  2128. Average test loss in past 100 iterations 91921.3
  2129. --------------------------------------------------
  2130. Average train loss in past 100 iterations 571.532
  2131. Average test loss in past 100 iterations 93948.2
  2132. --------------------------------------------------
  2133. Average train loss in past 100 iterations 552.294
  2134. Average test loss in past 100 iterations 92015.8
  2135. --------------------------------------------------
  2136. Average train loss in past 100 iterations 666.831
  2137. Average test loss in past 100 iterations 92745.3
  2138. --------------------------------------------------
  2139. Average train loss in past 100 iterations 526.361
  2140. Average test loss in past 100 iterations 91937.5
  2141. --------------------------------------------------
  2142. Average train loss in past 100 iterations 537.117
  2143. Average test loss in past 100 iterations 90599.6
  2144. --------------------------------------------------
  2145. Average train loss in past 100 iterations 540.822
  2146. Average test loss in past 100 iterations 91318.5
  2147. --------------------------------------------------
  2148. Average train loss in past 100 iterations 609.711
  2149. Average test loss in past 100 iterations 90538.9
  2150. --------------------------------------------------
  2151. Average train loss in past 100 iterations 530.704
  2152. Average test loss in past 100 iterations 90526.6
  2153. --------------------------------------------------
  2154. Average train loss in past 100 iterations 555.057
  2155. Average test loss in past 100 iterations 90399.3
  2156. --------------------------------------------------
  2157. Average train loss in past 100 iterations 581.716
  2158. Average test loss in past 100 iterations 90676.7
  2159. --------------------------------------------------
  2160. Average train loss in past 100 iterations 498.273
  2161. Average test loss in past 100 iterations 92622.9
  2162. --------------------------------------------------
  2163. Average train loss in past 100 iterations 539.528
  2164. Average test loss in past 100 iterations 90277.0
  2165. --------------------------------------------------
  2166. Average train loss in past 100 iterations 533.884
  2167. Average test loss in past 100 iterations 90730.6
  2168. --------------------------------------------------
  2169. Average train loss in past 100 iterations 581.841
  2170. Average test loss in past 100 iterations 91678.5
  2171. --------------------------------------------------
  2172. Average train loss in past 100 iterations 551.531
  2173. Average test loss in past 100 iterations 92491.5
  2174. --------------------------------------------------
  2175. Average train loss in past 100 iterations 552.724
  2176. Average test loss in past 100 iterations 89949.0
  2177. --------------------------------------------------
  2178. Average train loss in past 100 iterations 519.133
  2179. Average test loss in past 100 iterations 89262.6
  2180. --------------------------------------------------
  2181. Average train loss in past 100 iterations 424.734
  2182. Average test loss in past 100 iterations 88863.7
  2183. --------------------------------------------------
  2184. Average train loss in past 100 iterations 682.807
  2185. Average test loss in past 100 iterations 91400.6
  2186. --------------------------------------------------
  2187. Average train loss in past 100 iterations 558.46
  2188. Average test loss in past 100 iterations 90380.0
  2189. --------------------------------------------------
  2190. Average train loss in past 100 iterations 573.593
  2191. Average test loss in past 100 iterations 89513.9
  2192. --------------------------------------------------
  2193. Average train loss in past 100 iterations 539.631
  2194. Average test loss in past 100 iterations 89166.5
  2195. --------------------------------------------------
  2196. Average train loss in past 100 iterations 656.148
  2197. Average test loss in past 100 iterations 89250.3
  2198. --------------------------------------------------
  2199. Average train loss in past 100 iterations 555.106
  2200. Average test loss in past 100 iterations 88120.9
  2201. --------------------------------------------------
  2202. Average train loss in past 100 iterations 454.316
  2203. Average test loss in past 100 iterations 87807.6
  2204. --------------------------------------------------
  2205. Average train loss in past 100 iterations 601.805
  2206. Average test loss in past 100 iterations 88665.8
  2207. --------------------------------------------------
  2208. Average train loss in past 100 iterations 532.254
  2209. Average test loss in past 100 iterations 87926.1
  2210. --------------------------------------------------
  2211. Average train loss in past 100 iterations 562.151
  2212. Average test loss in past 100 iterations 88076.9
  2213. --------------------------------------------------
  2214. Average train loss in past 100 iterations 479.224
  2215. Average test loss in past 100 iterations 87354.5
  2216. --------------------------------------------------
  2217. Average train loss in past 100 iterations 551.904
  2218. Average test loss in past 100 iterations 87458.7
  2219. --------------------------------------------------
  2220. Average train loss in past 100 iterations 580.403
  2221. Average test loss in past 100 iterations 88061.7
  2222. --------------------------------------------------
  2223. Average train loss in past 100 iterations 531.115
  2224. Average test loss in past 100 iterations 90658.7
  2225. --------------------------------------------------
  2226. Average train loss in past 100 iterations 560.749
  2227. Average test loss in past 100 iterations 88875.8
  2228. --------------------------------------------------
  2229. Average train loss in past 100 iterations 525.065
  2230. Average test loss in past 100 iterations 87176.7
  2231. --------------------------------------------------
  2232. Average train loss in past 100 iterations 578.937
  2233. Average test loss in past 100 iterations 89683.6
  2234. --------------------------------------------------
  2235. Average train loss in past 100 iterations 518.907
  2236. Average test loss in past 100 iterations 89252.9
  2237. --------------------------------------------------
  2238. Average train loss in past 100 iterations 557.106
  2239. Average test loss in past 100 iterations 88719.7
  2240. --------------------------------------------------
  2241. Average train loss in past 100 iterations 539.783
  2242. Average test loss in past 100 iterations 87270.8
  2243. --------------------------------------------------
  2244. Average train loss in past 100 iterations 434.204
  2245. Average test loss in past 100 iterations 86816.5
  2246. --------------------------------------------------
  2247. Average train loss in past 100 iterations 558.74
  2248. Average test loss in past 100 iterations 88062.1
  2249. --------------------------------------------------
  2250. Average train loss in past 100 iterations 520.696
  2251. Average test loss in past 100 iterations 88086.4
  2252. --------------------------------------------------
  2253. Average train loss in past 100 iterations 628.801
  2254. Average test loss in past 100 iterations 88873.4
  2255. --------------------------------------------------
  2256. Average train loss in past 100 iterations 513.287
  2257. Average test loss in past 100 iterations 87949.1
  2258. --------------------------------------------------
  2259. Average train loss in past 100 iterations 537.097
  2260. Average test loss in past 100 iterations 87064.4
  2261. --------------------------------------------------
  2262. Average train loss in past 100 iterations 610.977
  2263. Average test loss in past 100 iterations 87344.6
  2264. --------------------------------------------------
  2265. Average train loss in past 100 iterations 488.771
  2266. Average test loss in past 100 iterations 88918.1
  2267. --------------------------------------------------
  2268. Average train loss in past 100 iterations 557.048
  2269. Average test loss in past 100 iterations 86833.1
  2270. --------------------------------------------------
  2271. Average train loss in past 100 iterations 547.457
  2272. Average test loss in past 100 iterations 86482.1
  2273. --------------------------------------------------
  2274. Average train loss in past 100 iterations 540.186
  2275. Average test loss in past 100 iterations 87070.0
  2276. --------------------------------------------------
  2277. Average train loss in past 100 iterations 492.027
  2278. Average test loss in past 100 iterations 86577.9
  2279. --------------------------------------------------
  2280. Average train loss in past 100 iterations 546.777
  2281. Average test loss in past 100 iterations 86394.6
  2282. --------------------------------------------------
  2283. Average train loss in past 100 iterations 556.454
  2284. Average test loss in past 100 iterations 85969.1
  2285. --------------------------------------------------
  2286. Average train loss in past 100 iterations 461.872
  2287. Average test loss in past 100 iterations 87039.8
  2288. --------------------------------------------------
  2289. Average train loss in past 100 iterations 559.985
  2290. Average test loss in past 100 iterations 87360.4
  2291. --------------------------------------------------
  2292. Average train loss in past 100 iterations 538.388
  2293. Average test loss in past 100 iterations 85568.4
  2294. --------------------------------------------------
  2295. Average train loss in past 100 iterations 547.216
  2296. Average test loss in past 100 iterations 86601.8
  2297. --------------------------------------------------
  2298. Average train loss in past 100 iterations 545.766
  2299. Average test loss in past 100 iterations 88073.4
  2300. --------------------------------------------------
  2301. Average train loss in past 100 iterations 565.484
  2302. Average test loss in past 100 iterations 86085.6
  2303. --------------------------------------------------
  2304. Average train loss in past 100 iterations 562.344
  2305. Average test loss in past 100 iterations 85820.3
  2306. --------------------------------------------------
  2307. Average train loss in past 100 iterations 426.537
  2308. Average test loss in past 100 iterations 86063.7
  2309. --------------------------------------------------
  2310. Average train loss in past 100 iterations 540.97
  2311. Average test loss in past 100 iterations 85088.1
  2312. --------------------------------------------------
  2313. Average train loss in past 100 iterations 530.133
  2314. Average test loss in past 100 iterations 84648.9
  2315. --------------------------------------------------
  2316. Average train loss in past 100 iterations 558.232
  2317. Average test loss in past 100 iterations 85363.7
  2318. --------------------------------------------------
  2319. Average train loss in past 100 iterations 460.447
  2320. Average test loss in past 100 iterations 84805.2
  2321. --------------------------------------------------
  2322. Average train loss in past 100 iterations 568.449
  2323. Average test loss in past 100 iterations 84279.7
  2324. --------------------------------------------------
  2325. Average train loss in past 100 iterations 553.148
  2326. Average test loss in past 100 iterations 84066.0
  2327. --------------------------------------------------
  2328. Average train loss in past 100 iterations 448.686
  2329. Average test loss in past 100 iterations 84356.3
  2330. --------------------------------------------------
  2331. Average train loss in past 100 iterations 522.06
  2332. Average test loss in past 100 iterations 83500.7
  2333. --------------------------------------------------
  2334. Average train loss in past 100 iterations 551.196
  2335. Average test loss in past 100 iterations 83946.2
  2336. --------------------------------------------------
  2337. Average train loss in past 100 iterations 614.159
  2338. Average test loss in past 100 iterations 85286.3
  2339. --------------------------------------------------
  2340. Average train loss in past 100 iterations 471.207
  2341. Average test loss in past 100 iterations 84630.1
  2342. --------------------------------------------------
  2343. Average train loss in past 100 iterations 536.744
  2344. Average test loss in past 100 iterations 83676.0
  2345. --------------------------------------------------
  2346. Average train loss in past 100 iterations 564.416
  2347. Average test loss in past 100 iterations 84327.6
  2348. --------------------------------------------------
  2349. Average train loss in past 100 iterations 441.713
  2350. Average test loss in past 100 iterations 83254.1
  2351. --------------------------------------------------
  2352. Average train loss in past 100 iterations 529.761
  2353. Average test loss in past 100 iterations 83966.9
  2354. --------------------------------------------------
  2355. Average train loss in past 100 iterations 563.076
  2356. Average test loss in past 100 iterations 84063.4
  2357. --------------------------------------------------
  2358. Average train loss in past 100 iterations 577.696
  2359. Average test loss in past 100 iterations 86112.0
  2360. --------------------------------------------------
  2361. Average train loss in past 100 iterations 524.067
  2362. Average test loss in past 100 iterations 84949.1
  2363. --------------------------------------------------
  2364. Average train loss in past 100 iterations 513.136
  2365. Average test loss in past 100 iterations 85508.5
  2366. --------------------------------------------------
  2367. Average train loss in past 100 iterations 534.101
  2368. Average test loss in past 100 iterations 83152.1
  2369. --------------------------------------------------
  2370. Average train loss in past 100 iterations 457.768
  2371. Average test loss in past 100 iterations 83887.8
  2372. --------------------------------------------------
  2373. Average train loss in past 100 iterations 538.861
  2374. Average test loss in past 100 iterations 83541.1
  2375. --------------------------------------------------
  2376. Average train loss in past 100 iterations 532.846
  2377. Average test loss in past 100 iterations 83388.2
  2378. --------------------------------------------------
  2379. Average train loss in past 100 iterations 550.485
  2380. Average test loss in past 100 iterations 82989.1
  2381. --------------------------------------------------
  2382. Average train loss in past 100 iterations 470.934
  2383. Average test loss in past 100 iterations 82551.1
  2384. --------------------------------------------------
  2385. Average train loss in past 100 iterations 529.385
  2386. Average test loss in past 100 iterations 81672.8
  2387. --------------------------------------------------
  2388. Average train loss in past 100 iterations 557.656
  2389. Average test loss in past 100 iterations 82084.2
  2390. --------------------------------------------------
  2391. Average train loss in past 100 iterations 416.934
  2392. Average test loss in past 100 iterations 82210.0
  2393. --------------------------------------------------
  2394. Average train loss in past 100 iterations 562.464
  2395. Average test loss in past 100 iterations 82126.6
  2396. --------------------------------------------------
  2397. Average train loss in past 100 iterations 548.835
  2398. Average test loss in past 100 iterations 81349.0
  2399. --------------------------------------------------
  2400. Average train loss in past 100 iterations 481.479
  2401. Average test loss in past 100 iterations 81652.9
  2402. --------------------------------------------------
  2403. Average train loss in past 100 iterations 470.224
  2404. Average test loss in past 100 iterations 81974.8
  2405. --------------------------------------------------
  2406. Average train loss in past 100 iterations 530.774
  2407. Average test loss in past 100 iterations 82305.8
  2408. --------------------------------------------------
  2409. Average train loss in past 100 iterations 571.24
  2410. Average test loss in past 100 iterations 82875.5
  2411. --------------------------------------------------
  2412. Average train loss in past 100 iterations 472.775
  2413. Average test loss in past 100 iterations 83251.8
  2414. --------------------------------------------------
  2415. Average train loss in past 100 iterations 546.113
  2416. Average test loss in past 100 iterations 83287.5
  2417. --------------------------------------------------
  2418. Average train loss in past 100 iterations 536.288
  2419. Average test loss in past 100 iterations 82532.6
  2420. --------------------------------------------------
  2421. Average train loss in past 100 iterations 523.162
  2422. Average test loss in past 100 iterations 82678.0
  2423. --------------------------------------------------
  2424. Average train loss in past 100 iterations 508.272
  2425. Average test loss in past 100 iterations 82166.7
  2426. --------------------------------------------------
  2427. Average train loss in past 100 iterations 563.495
  2428. Average test loss in past 100 iterations 82782.4
  2429. --------------------------------------------------
  2430. Average train loss in past 100 iterations 520.626
  2431. Average test loss in past 100 iterations 82594.4
  2432. --------------------------------------------------
  2433. Average train loss in past 100 iterations 477.916
  2434. Average test loss in past 100 iterations 82258.0
  2435. --------------------------------------------------
  2436. Average train loss in past 100 iterations 538.646
  2437. Average test loss in past 100 iterations 82635.5
  2438. --------------------------------------------------
  2439. Average train loss in past 100 iterations 509.366
  2440. Average test loss in past 100 iterations 82571.0
  2441. --------------------------------------------------
  2442. Average train loss in past 100 iterations 513.951
  2443. Average test loss in past 100 iterations 82080.6
  2444. --------------------------------------------------
  2445. Average train loss in past 100 iterations 469.639
  2446. Average test loss in past 100 iterations 81465.9
  2447. --------------------------------------------------
  2448. Average train loss in past 100 iterations 511.088
  2449. Average test loss in past 100 iterations 81212.5
  2450. --------------------------------------------------
  2451. Average train loss in past 100 iterations 528.956
  2452. Average test loss in past 100 iterations 81509.9
  2453. --------------------------------------------------
  2454. Average train loss in past 100 iterations 465.006
  2455. Average test loss in past 100 iterations 81129.9
  2456. --------------------------------------------------
  2457. Average train loss in past 100 iterations 582.253
  2458. Average test loss in past 100 iterations 82054.9
  2459. --------------------------------------------------
  2460. Average train loss in past 100 iterations 540.775
  2461. Average test loss in past 100 iterations 81296.9
  2462. --------------------------------------------------
  2463. Average train loss in past 100 iterations 511.712
  2464. Average test loss in past 100 iterations 81457.7
  2465. --------------------------------------------------
  2466. Average train loss in past 100 iterations 477.437
  2467. Average test loss in past 100 iterations 80372.3
  2468. --------------------------------------------------
  2469. Average train loss in past 100 iterations 517.876
  2470. Average test loss in past 100 iterations 80202.1
  2471. --------------------------------------------------
  2472. Average train loss in past 100 iterations 608.217
  2473. Average test loss in past 100 iterations 81993.3
  2474. --------------------------------------------------
  2475. Average train loss in past 100 iterations 464.975
  2476. Average test loss in past 100 iterations 80009.5
  2477. --------------------------------------------------
  2478. Average train loss in past 100 iterations 543.988
  2479. Average test loss in past 100 iterations 79374.4
  2480. --------------------------------------------------
  2481. Average train loss in past 100 iterations 509.873
  2482. Average test loss in past 100 iterations 79049.3
  2483. --------------------------------------------------
  2484. Average train loss in past 100 iterations 528.384
  2485. Average test loss in past 100 iterations 79449.7
  2486. --------------------------------------------------
  2487. Average train loss in past 100 iterations 447.943
  2488. Average test loss in past 100 iterations 79154.1
  2489. --------------------------------------------------
  2490. Average train loss in past 100 iterations 556.151
  2491. Average test loss in past 100 iterations 78414.5
  2492. --------------------------------------------------
  2493. Average train loss in past 100 iterations 562.308
  2494. Average test loss in past 100 iterations 80817.8
  2495. --------------------------------------------------
  2496. Average train loss in past 100 iterations 463.638
  2497. Average test loss in past 100 iterations 80642.6
  2498. --------------------------------------------------
  2499. Average train loss in past 100 iterations 528.35
  2500. Average test loss in past 100 iterations 80247.7
  2501. --------------------------------------------------
  2502. Average train loss in past 100 iterations 520.621
  2503. Average test loss in past 100 iterations 80274.6
  2504. --------------------------------------------------
  2505. Average train loss in past 100 iterations 555.882
  2506. Average test loss in past 100 iterations 80965.9
  2507. --------------------------------------------------
  2508. Average train loss in past 100 iterations 444.127
  2509. Average test loss in past 100 iterations 80267.3
  2510. --------------------------------------------------
  2511. Average train loss in past 100 iterations 522.251
  2512. Average test loss in past 100 iterations 79783.0
  2513. --------------------------------------------------
  2514. Average train loss in past 100 iterations 540.392
  2515. Average test loss in past 100 iterations 79562.6
  2516. --------------------------------------------------
  2517. Average train loss in past 100 iterations 475.115
  2518. Average test loss in past 100 iterations 79975.0
  2519. --------------------------------------------------
  2520. Average train loss in past 100 iterations 510.462
  2521. Average test loss in past 100 iterations 78627.3
  2522. --------------------------------------------------
  2523. Average train loss in past 100 iterations 489.512
  2524. Average test loss in past 100 iterations 78853.5
  2525. --------------------------------------------------
  2526. Average train loss in past 100 iterations 501.449
  2527. Average test loss in past 100 iterations 79295.8
  2528. --------------------------------------------------
  2529. Average train loss in past 100 iterations 466.319
  2530. Average test loss in past 100 iterations 79061.0
  2531. --------------------------------------------------
  2532. Average train loss in past 100 iterations 533.894
  2533. Average test loss in past 100 iterations 78998.4
  2534. --------------------------------------------------
  2535. Average train loss in past 100 iterations 508.801
  2536. Average test loss in past 100 iterations 79555.9
  2537. --------------------------------------------------
  2538. Average train loss in past 100 iterations 473.559
  2539. Average test loss in past 100 iterations 78377.1
  2540. --------------------------------------------------
  2541. Average train loss in past 100 iterations 526.594
  2542. Average test loss in past 100 iterations 79796.2
  2543. --------------------------------------------------
  2544. Average train loss in past 100 iterations 499.604
  2545. Average test loss in past 100 iterations 78387.3
  2546. --------------------------------------------------
  2547. Average train loss in past 100 iterations 514.051
  2548. Average test loss in past 100 iterations 78029.1
  2549. --------------------------------------------------
  2550. Average train loss in past 100 iterations 429.516
  2551. Average test loss in past 100 iterations 78526.2
  2552. --------------------------------------------------
  2553. Average train loss in past 100 iterations 519.994
  2554. Average test loss in past 100 iterations 78254.9
  2555. --------------------------------------------------
  2556. Average train loss in past 100 iterations 543.135
  2557. Average test loss in past 100 iterations 79221.1
  2558. --------------------------------------------------
  2559. Average train loss in past 100 iterations 452.797
  2560. Average test loss in past 100 iterations 77963.8
  2561. --------------------------------------------------
  2562. Average train loss in past 100 iterations 528.156
  2563. Average test loss in past 100 iterations 78340.5
  2564. --------------------------------------------------
  2565. Average train loss in past 100 iterations 515.537
  2566. Average test loss in past 100 iterations 78440.2
  2567. --------------------------------------------------
  2568. Average train loss in past 100 iterations 494.651
  2569. Average test loss in past 100 iterations 78482.2
  2570. --------------------------------------------------
  2571. Average train loss in past 100 iterations 450.275
  2572. Average test loss in past 100 iterations 78477.3
  2573. --------------------------------------------------
  2574. Average train loss in past 100 iterations 524.45
  2575. Average test loss in past 100 iterations 78089.3
  2576. --------------------------------------------------
  2577. Average train loss in past 100 iterations 519.158
  2578. Average test loss in past 100 iterations 79643.5
  2579. --------------------------------------------------
  2580. Average train loss in past 100 iterations 430.798
  2581. Average test loss in past 100 iterations 77258.9
  2582. --------------------------------------------------
  2583. Average train loss in past 100 iterations 521.675
  2584. Average test loss in past 100 iterations 77472.1
  2585. --------------------------------------------------
  2586. Average train loss in past 100 iterations 527.614
  2587. Average test loss in past 100 iterations 77570.6
  2588. --------------------------------------------------
  2589. Average train loss in past 100 iterations 503.807
  2590. Average test loss in past 100 iterations 78334.4
  2591. --------------------------------------------------
  2592. Average train loss in past 100 iterations 458.74
  2593. Average test loss in past 100 iterations 77387.9
  2594. --------------------------------------------------
  2595. Average train loss in past 100 iterations 529.77
  2596. Average test loss in past 100 iterations 77452.4
  2597. --------------------------------------------------
  2598. Average train loss in past 100 iterations 559.421
  2599. Average test loss in past 100 iterations 78547.2
  2600. --------------------------------------------------
  2601. Average train loss in past 100 iterations 436.634
  2602. Average test loss in past 100 iterations 77826.2
  2603. --------------------------------------------------
  2604. Average train loss in past 100 iterations 487.955
  2605. Average test loss in past 100 iterations 77491.3
  2606. --------------------------------------------------
  2607. Average train loss in past 100 iterations 511.28
  2608. Average test loss in past 100 iterations 77559.1
  2609. --------------------------------------------------
  2610. Average train loss in past 100 iterations 513.883
  2611. Average test loss in past 100 iterations 78020.9
  2612. --------------------------------------------------
  2613. Average train loss in past 100 iterations 456.126
  2614. Average test loss in past 100 iterations 78050.6
  2615. --------------------------------------------------
  2616. Average train loss in past 100 iterations 517.186
  2617. Average test loss in past 100 iterations 76840.2
  2618. --------------------------------------------------
  2619. Average train loss in past 100 iterations 543.377
  2620. Average test loss in past 100 iterations 77119.9
  2621. --------------------------------------------------
  2622. Average train loss in past 100 iterations 435.156
  2623. Average test loss in past 100 iterations 77222.6
  2624. --------------------------------------------------
  2625. Average train loss in past 100 iterations 527.615
  2626. Average test loss in past 100 iterations 76708.4
  2627. --------------------------------------------------
  2628. Average train loss in past 100 iterations 529.18
  2629. Average test loss in past 100 iterations 77184.4
  2630. --------------------------------------------------
  2631. Average train loss in past 100 iterations 520.618
  2632. Average test loss in past 100 iterations 77862.2
  2633. --------------------------------------------------
  2634. Average train loss in past 100 iterations 435.433
  2635. Average test loss in past 100 iterations 77128.1
  2636. --------------------------------------------------
  2637. Average train loss in past 100 iterations 525.841
  2638. Average test loss in past 100 iterations 77021.6
  2639. --------------------------------------------------
  2640. Average train loss in past 100 iterations 520.182
  2641. Average test loss in past 100 iterations 76539.6
  2642. --------------------------------------------------
  2643. Average train loss in past 100 iterations 454.558
  2644. Average test loss in past 100 iterations 77998.2
  2645. --------------------------------------------------
  2646. Average train loss in past 100 iterations 504.803
  2647. Average test loss in past 100 iterations 76833.2
  2648. --------------------------------------------------
  2649. Average train loss in past 100 iterations 493.158
  2650. Average test loss in past 100 iterations 76568.9
  2651. --------------------------------------------------
  2652. Average train loss in past 100 iterations 494.952
  2653. Average test loss in past 100 iterations 75903.2
  2654. --------------------------------------------------
  2655. Average train loss in past 100 iterations 471.93
  2656. Average test loss in past 100 iterations 76784.5
  2657. --------------------------------------------------
  2658. Average train loss in past 100 iterations 520.128
  2659. Average test loss in past 100 iterations 76541.3
  2660. --------------------------------------------------
  2661. Average train loss in past 100 iterations 486.659
  2662. Average test loss in past 100 iterations 76301.5
  2663. --------------------------------------------------
  2664. Average train loss in past 100 iterations 445.791
  2665. Average test loss in past 100 iterations 76138.6
  2666. --------------------------------------------------
  2667. Average train loss in past 100 iterations 499.16
  2668. Average test loss in past 100 iterations 76471.5
  2669. --------------------------------------------------
  2670. Average train loss in past 100 iterations 506.095
  2671. Average test loss in past 100 iterations 76163.7
  2672. --------------------------------------------------
  2673. Average train loss in past 100 iterations 506.52
  2674. Average test loss in past 100 iterations 77265.4
  2675. --------------------------------------------------
  2676. Average train loss in past 100 iterations 462.248
  2677. Average test loss in past 100 iterations 76957.5
  2678. --------------------------------------------------
  2679. Average train loss in past 100 iterations 499.546
  2680. Average test loss in past 100 iterations 76976.4
  2681. --------------------------------------------------
  2682. Average train loss in past 100 iterations 502.7
  2683. Average test loss in past 100 iterations 76239.3
  2684. --------------------------------------------------
  2685. Average train loss in past 100 iterations 463.288
  2686. Average test loss in past 100 iterations 75921.2
  2687. --------------------------------------------------
  2688. Average train loss in past 100 iterations 513.159
  2689. Average test loss in past 100 iterations 75625.6
  2690. --------------------------------------------------
  2691. Average train loss in past 100 iterations 506.578
  2692. Average test loss in past 100 iterations 75647.8
  2693. --------------------------------------------------
  2694. Average train loss in past 100 iterations 503.159
  2695. Average test loss in past 100 iterations 75809.8
  2696. --------------------------------------------------
  2697. Average train loss in past 100 iterations 455.033
  2698. Average test loss in past 100 iterations 76482.1
  2699. --------------------------------------------------
  2700. Average train loss in past 100 iterations 548.427
  2701. Average test loss in past 100 iterations 76490.9
  2702. --------------------------------------------------
  2703. Average train loss in past 100 iterations 548.21
  2704. Average test loss in past 100 iterations 77192.7
  2705. --------------------------------------------------
  2706. Average train loss in past 100 iterations 439.853
  2707. Average test loss in past 100 iterations 75645.1
  2708. --------------------------------------------------
  2709. Average train loss in past 100 iterations 502.216
  2710. Average test loss in past 100 iterations 75521.4
  2711. --------------------------------------------------
  2712. Average train loss in past 100 iterations 519.735
  2713. Average test loss in past 100 iterations 76245.5
  2714. --------------------------------------------------
  2715. Average train loss in past 100 iterations 506.398
  2716. Average test loss in past 100 iterations 75853.7
  2717. --------------------------------------------------
  2718. Average train loss in past 100 iterations 423.923
  2719. Average test loss in past 100 iterations 75411.4
  2720. --------------------------------------------------
  2721. Average train loss in past 100 iterations 517.773
  2722. Average test loss in past 100 iterations 75402.6
  2723. --------------------------------------------------
  2724. Average train loss in past 100 iterations 505.391
  2725. Average test loss in past 100 iterations 76194.7
  2726. --------------------------------------------------
  2727. Average train loss in past 100 iterations 437.717
  2728. Average test loss in past 100 iterations 76114.3
  2729. --------------------------------------------------
  2730. Average train loss in past 100 iterations 496.209
  2731. Average test loss in past 100 iterations 75546.8
  2732. --------------------------------------------------
  2733. Average train loss in past 100 iterations 537.263
  2734. Average test loss in past 100 iterations 75685.4
  2735. --------------------------------------------------
  2736. Average train loss in past 100 iterations 513.087
  2737. Average test loss in past 100 iterations 75596.3
  2738. --------------------------------------------------
  2739. Average train loss in past 100 iterations 432.413
  2740. Average test loss in past 100 iterations 75364.9
  2741. --------------------------------------------------
  2742. Average train loss in past 100 iterations 490.195
  2743. Average test loss in past 100 iterations 75035.3
  2744. --------------------------------------------------
  2745. Average train loss in past 100 iterations 495.578
  2746. Average test loss in past 100 iterations 76819.5
  2747. --------------------------------------------------
  2748. Average train loss in past 100 iterations 434.506
  2749. Average test loss in past 100 iterations 75413.2
  2750. --------------------------------------------------
  2751. Average train loss in past 100 iterations 516.633
  2752. Average test loss in past 100 iterations 75296.4
  2753. --------------------------------------------------
  2754. Average train loss in past 100 iterations 525.704
  2755. Average test loss in past 100 iterations 74708.8
  2756. --------------------------------------------------
  2757. Average train loss in past 100 iterations 556.641
  2758. Average test loss in past 100 iterations 76135.9
  2759. --------------------------------------------------
  2760. Average train loss in past 100 iterations 434.069
  2761. Average test loss in past 100 iterations 75781.6
  2762. --------------------------------------------------
  2763. Average train loss in past 100 iterations 536.919
  2764. Average test loss in past 100 iterations 74837.9
  2765. --------------------------------------------------
  2766. Average train loss in past 100 iterations 501.928
  2767. Average test loss in past 100 iterations 74887.6
  2768. --------------------------------------------------
  2769. Average train loss in past 100 iterations 418.99
  2770. Average test loss in past 100 iterations 74494.7
  2771. --------------------------------------------------
  2772. Average train loss in past 100 iterations 520.369
  2773. Average test loss in past 100 iterations 74815.9
  2774. --------------------------------------------------
  2775. Average train loss in past 100 iterations 529.752
  2776. Average test loss in past 100 iterations 74258.6
  2777. --------------------------------------------------
  2778. Average train loss in past 100 iterations 522.361
  2779. Average test loss in past 100 iterations 74502.1
  2780. --------------------------------------------------
  2781. Average train loss in past 100 iterations 457.821
  2782. Average test loss in past 100 iterations 74195.2
  2783. --------------------------------------------------
  2784. Average train loss in past 100 iterations 510.233
  2785. Average test loss in past 100 iterations 74399.0
  2786. --------------------------------------------------
  2787. Average train loss in past 100 iterations 507.168
  2788. Average test loss in past 100 iterations 73952.9
  2789. --------------------------------------------------
  2790. Average train loss in past 100 iterations 454.572
  2791. Average test loss in past 100 iterations 74318.3
  2792. --------------------------------------------------
  2793. Average train loss in past 100 iterations 518.292
  2794. Average test loss in past 100 iterations 74308.9
  2795. --------------------------------------------------
  2796. Average train loss in past 100 iterations 498.248
  2797. Average test loss in past 100 iterations 74298.9
  2798. --------------------------------------------------
  2799. Average train loss in past 100 iterations 502.268
  2800. Average test loss in past 100 iterations 73979.0
  2801. --------------------------------------------------
  2802. Average train loss in past 100 iterations 459.033
  2803. Average test loss in past 100 iterations 73762.1
  2804. --------------------------------------------------
  2805. Average train loss in past 100 iterations 505.461
  2806. Average test loss in past 100 iterations 73979.5
  2807. --------------------------------------------------
  2808. Average train loss in past 100 iterations 503.12
  2809. Average test loss in past 100 iterations 74644.7
  2810. --------------------------------------------------
  2811. Average train loss in past 100 iterations 423.827
  2812. Average test loss in past 100 iterations 73932.3
  2813. --------------------------------------------------
  2814. Average train loss in past 100 iterations 487.821
  2815. Average test loss in past 100 iterations 73328.4
  2816. --------------------------------------------------
  2817. Average train loss in past 100 iterations 517.453
  2818. Average test loss in past 100 iterations 74062.0
  2819. --------------------------------------------------
  2820. Average train loss in past 100 iterations 520.57
  2821. Average test loss in past 100 iterations 74159.0
  2822. --------------------------------------------------
  2823. Average train loss in past 100 iterations 439.151
  2824. Average test loss in past 100 iterations 73440.0
  2825. --------------------------------------------------
  2826. Average train loss in past 100 iterations 494.164
  2827. Average test loss in past 100 iterations 73941.7
  2828. --------------------------------------------------
  2829. Average train loss in past 100 iterations 499.427
  2830. Average test loss in past 100 iterations 73956.1
  2831. --------------------------------------------------
  2832. Average train loss in past 100 iterations 451.929
  2833. Average test loss in past 100 iterations 73558.0
  2834. --------------------------------------------------
  2835. Average train loss in past 100 iterations 490.845
  2836. Average test loss in past 100 iterations 73314.9
  2837. --------------------------------------------------
  2838. Average train loss in past 100 iterations 524.411
  2839. Average test loss in past 100 iterations 73485.8
  2840. --------------------------------------------------
  2841. Average train loss in past 100 iterations 503.497
  2842. Average test loss in past 100 iterations 74217.1
  2843. --------------------------------------------------
  2844. Average train loss in past 100 iterations 471.307
  2845. Average test loss in past 100 iterations 73166.7
  2846. --------------------------------------------------
  2847. Average train loss in past 100 iterations 511.666
  2848. Average test loss in past 100 iterations 73732.8
  2849. --------------------------------------------------
  2850. Average train loss in past 100 iterations 491.081
  2851. Average test loss in past 100 iterations 73507.2
  2852. --------------------------------------------------
  2853. Average train loss in past 100 iterations 443.455
  2854. Average test loss in past 100 iterations 73336.5
  2855. --------------------------------------------------
  2856. Average train loss in past 100 iterations 542.568
  2857. Average test loss in past 100 iterations 73423.8
  2858. --------------------------------------------------
  2859. Average train loss in past 100 iterations 492.147
  2860. Average test loss in past 100 iterations 72823.1
  2861. --------------------------------------------------
  2862. Average train loss in past 100 iterations 516.753
  2863. Average test loss in past 100 iterations 72827.1
  2864. --------------------------------------------------
  2865. Average train loss in past 100 iterations 467.199
  2866. Average test loss in past 100 iterations 73280.4
  2867. --------------------------------------------------
  2868. Average train loss in past 100 iterations 503.595
  2869. Average test loss in past 100 iterations 73559.1
  2870. --------------------------------------------------
  2871. Average train loss in past 100 iterations 497.808
  2872. Average test loss in past 100 iterations 72775.6
  2873. --------------------------------------------------
  2874. Average train loss in past 100 iterations 428.721
  2875. Average test loss in past 100 iterations 73331.9
  2876. --------------------------------------------------
  2877. Average train loss in past 100 iterations 534.726
  2878. Average test loss in past 100 iterations 73784.4
  2879. --------------------------------------------------
  2880. Average train loss in past 100 iterations 507.371
  2881. Average test loss in past 100 iterations 73600.4
  2882. --------------------------------------------------
  2883. Average train loss in past 100 iterations 485.045
  2884. Average test loss in past 100 iterations 73341.6
  2885. --------------------------------------------------
  2886. Average train loss in past 100 iterations 443.672
  2887. Average test loss in past 100 iterations 73385.1
  2888. --------------------------------------------------
  2889. Average train loss in past 100 iterations 503.094
  2890. Average test loss in past 100 iterations 73356.2
  2891. --------------------------------------------------
  2892. Average train loss in past 100 iterations 480.132
  2893. Average test loss in past 100 iterations 72946.5
  2894. --------------------------------------------------
  2895. Average train loss in past 100 iterations 436.986
  2896. Average test loss in past 100 iterations 73653.8
  2897. --------------------------------------------------
  2898. Average train loss in past 100 iterations 511.123
  2899. Average test loss in past 100 iterations 72660.6
  2900. --------------------------------------------------
  2901. Average train loss in past 100 iterations 499.413
  2902. Average test loss in past 100 iterations 73044.2
  2903. --------------------------------------------------
  2904. Average train loss in past 100 iterations 503.592
  2905. Average test loss in past 100 iterations 73372.3
  2906. --------------------------------------------------
  2907. Average train loss in past 100 iterations 457.199
  2908. Average test loss in past 100 iterations 73217.8
  2909. --------------------------------------------------
  2910. Average train loss in past 100 iterations 526.477
  2911. Average test loss in past 100 iterations 72736.2
  2912. --------------------------------------------------
  2913. Average train loss in past 100 iterations 503.003
  2914. Average test loss in past 100 iterations 72635.3
  2915. --------------------------------------------------
  2916. Average train loss in past 100 iterations 409.853
  2917. Average test loss in past 100 iterations 72854.2
  2918. --------------------------------------------------
  2919. Average train loss in past 100 iterations 503.819
  2920. Average test loss in past 100 iterations 72633.5
  2921. --------------------------------------------------
  2922. Average train loss in past 100 iterations 496.702
  2923. Average test loss in past 100 iterations 72769.9
  2924. --------------------------------------------------
  2925. Average train loss in past 100 iterations 475.066
  2926. Average test loss in past 100 iterations 73257.9
  2927. --------------------------------------------------
  2928. Average train loss in past 100 iterations 459.852
  2929. Average test loss in past 100 iterations 72817.8
  2930. --------------------------------------------------
  2931. Average train loss in past 100 iterations 488.407
  2932. Average test loss in past 100 iterations 72325.1
  2933. --------------------------------------------------
  2934. Average train loss in past 100 iterations 516.889
  2935. Average test loss in past 100 iterations 72456.5
  2936. --------------------------------------------------
  2937. Average train loss in past 100 iterations 428.736
  2938. Average test loss in past 100 iterations 72346.6
  2939. --------------------------------------------------
  2940. Average train loss in past 100 iterations 484.458
  2941. Average test loss in past 100 iterations 72588.3
  2942. --------------------------------------------------
  2943. Average train loss in past 100 iterations 500.643
  2944. Average test loss in past 100 iterations 72868.7
  2945. --------------------------------------------------
  2946. Average train loss in past 100 iterations 484.258
  2947. Average test loss in past 100 iterations 72941.7
  2948. --------------------------------------------------
  2949. Average train loss in past 100 iterations 431.078
  2950. Average test loss in past 100 iterations 72196.2
  2951. --------------------------------------------------
  2952. Average train loss in past 100 iterations 505.815
  2953. Average test loss in past 100 iterations 72226.6
  2954. --------------------------------------------------
  2955. Average train loss in past 100 iterations 465.826
  2956. Average test loss in past 100 iterations 72387.3
  2957. --------------------------------------------------
  2958. Average train loss in past 100 iterations 467.074
  2959. Average test loss in past 100 iterations 73339.5
  2960. --------------------------------------------------
  2961. Average train loss in past 100 iterations 497.998
  2962. Average test loss in past 100 iterations 71872.5
  2963. --------------------------------------------------
  2964. Average train loss in past 100 iterations 500.961
  2965. Average test loss in past 100 iterations 72671.1
  2966. --------------------------------------------------
  2967. Average train loss in past 100 iterations 514.19
  2968. Average test loss in past 100 iterations 72213.2
  2969. --------------------------------------------------
  2970. Average train loss in past 100 iterations 445.828
  2971. Average test loss in past 100 iterations 72387.9
  2972. --------------------------------------------------
  2973. Average train loss in past 100 iterations 503.56
  2974. Average test loss in past 100 iterations 72446.4
  2975. --------------------------------------------------
  2976. Average train loss in past 100 iterations 506.837
  2977. Average test loss in past 100 iterations 72149.2
  2978. --------------------------------------------------
  2979. Average train loss in past 100 iterations 395.537
  2980. Average test loss in past 100 iterations 72806.2
  2981. --------------------------------------------------
  2982. Average train loss in past 100 iterations 501.395
  2983. Average test loss in past 100 iterations 72272.7
  2984. --------------------------------------------------
  2985. Average train loss in past 100 iterations 502.281
  2986. Average test loss in past 100 iterations 72148.5
  2987. --------------------------------------------------
  2988. Average train loss in past 100 iterations 488.954
  2989. Average test loss in past 100 iterations 72181.0
  2990. --------------------------------------------------
  2991. Average train loss in past 100 iterations 443.996
  2992. Average test loss in past 100 iterations 72218.1
  2993. --------------------------------------------------
  2994. Average train loss in past 100 iterations 508.009
  2995. Average test loss in past 100 iterations 72617.6
  2996. --------------------------------------------------
  2997. Average train loss in past 100 iterations 500.081
  2998. Average test loss in past 100 iterations 71920.9
  2999. --------------------------------------------------
  3000. Average train loss in past 100 iterations 420.145
  3001. Average test loss in past 100 iterations 72563.2
  3002. --------------------------------------------------
  3003. Average train loss in past 100 iterations 519.282
  3004. Average test loss in past 100 iterations 72443.9
  3005. --------------------------------------------------
  3006. Average train loss in past 100 iterations 520.745
  3007. Average test loss in past 100 iterations 72448.8
  3008. --------------------------------------------------
  3009. Average train loss in past 100 iterations 484.966
  3010. Average test loss in past 100 iterations 72021.8
  3011. --------------------------------------------------
  3012. Average train loss in past 100 iterations 460.655
  3013. Average test loss in past 100 iterations 72119.1
  3014. --------------------------------------------------
  3015. Average train loss in past 100 iterations 482.856
  3016. Average test loss in past 100 iterations 71939.7
  3017. --------------------------------------------------
  3018. Average train loss in past 100 iterations 506.695
  3019. Average test loss in past 100 iterations 71255.2
  3020. --------------------------------------------------
  3021. Average train loss in past 100 iterations 448.225
  3022. Average test loss in past 100 iterations 71723.6
  3023. --------------------------------------------------
  3024. Average train loss in past 100 iterations 505.091
  3025. Average test loss in past 100 iterations 71546.9
  3026. --------------------------------------------------
  3027. Average train loss in past 100 iterations 515.728
  3028. Average test loss in past 100 iterations 72299.8
  3029. --------------------------------------------------
  3030. Average train loss in past 100 iterations 499.868
  3031. Average test loss in past 100 iterations 72033.4
  3032. --------------------------------------------------
  3033. Average train loss in past 100 iterations 443.436
  3034. Average test loss in past 100 iterations 71393.4
  3035. --------------------------------------------------
  3036. Average train loss in past 100 iterations 517.756
  3037. Average test loss in past 100 iterations 71380.6
  3038. --------------------------------------------------
  3039. Average train loss in past 100 iterations 489.702
  3040. Average test loss in past 100 iterations 71112.9
  3041. --------------------------------------------------
  3042. Average train loss in past 100 iterations 410.846
  3043. Average test loss in past 100 iterations 71050.0
  3044. --------------------------------------------------
  3045. Average train loss in past 100 iterations 492.22
  3046. Average test loss in past 100 iterations 70878.0
  3047. --------------------------------------------------
  3048. Average train loss in past 100 iterations 501.093
  3049. Average test loss in past 100 iterations 70961.8
  3050. --------------------------------------------------
  3051. Average train loss in past 100 iterations 494.535
  3052. Average test loss in past 100 iterations 71028.5
  3053. --------------------------------------------------
  3054. Average train loss in past 100 iterations 468.896
  3055. Average test loss in past 100 iterations 71367.6
  3056. --------------------------------------------------
  3057. Average train loss in past 100 iterations 517.91
  3058. Average test loss in past 100 iterations 70878.1
  3059. --------------------------------------------------
  3060. Average train loss in past 100 iterations 494.337
  3061. Average test loss in past 100 iterations 71163.1
  3062. --------------------------------------------------
  3063. Average train loss in past 100 iterations 413.405
  3064. Average test loss in past 100 iterations 71445.0
  3065. --------------------------------------------------
  3066. Average train loss in past 100 iterations 500.716
  3067. Average test loss in past 100 iterations 71112.7
  3068. --------------------------------------------------
  3069. Average train loss in past 100 iterations 535.418
  3070. Average test loss in past 100 iterations 70847.2
  3071. --------------------------------------------------
  3072. Average train loss in past 100 iterations 490.358
  3073. Average test loss in past 100 iterations 71502.1
  3074. --------------------------------------------------
  3075. Average train loss in past 100 iterations 464.686
  3076. Average test loss in past 100 iterations 71378.1
  3077. --------------------------------------------------
  3078. Average train loss in past 100 iterations 524.179
  3079. Average test loss in past 100 iterations 72019.4
  3080. --------------------------------------------------
  3081. Average train loss in past 100 iterations 480.167
  3082. Average test loss in past 100 iterations 71156.3
  3083. --------------------------------------------------
  3084. Average train loss in past 100 iterations 422.589
  3085. Average test loss in past 100 iterations 71251.7
  3086. --------------------------------------------------
  3087. Average train loss in past 100 iterations 492.045
  3088. Average test loss in past 100 iterations 71476.2
  3089. --------------------------------------------------
  3090. Average train loss in past 100 iterations 497.118
  3091. Average test loss in past 100 iterations 71667.7
  3092. --------------------------------------------------
  3093. Average train loss in past 100 iterations 490.764
  3094. Average test loss in past 100 iterations 71668.5
  3095. --------------------------------------------------
  3096. Average train loss in past 100 iterations 443.578
  3097. Average test loss in past 100 iterations 71293.7
  3098. --------------------------------------------------
  3099. Average train loss in past 100 iterations 494.283
  3100. Average test loss in past 100 iterations 71333.8
  3101. --------------------------------------------------
  3102. Average train loss in past 100 iterations 517.615
  3103. Average test loss in past 100 iterations 71280.2
  3104. --------------------------------------------------
  3105. Average train loss in past 100 iterations 419.576
  3106. Average test loss in past 100 iterations 71090.4
  3107. --------------------------------------------------
  3108. Average train loss in past 100 iterations 481.204
  3109. Average test loss in past 100 iterations 70870.1
  3110. --------------------------------------------------
  3111. Average train loss in past 100 iterations 494.121
  3112. Average test loss in past 100 iterations 71484.2
  3113. --------------------------------------------------
  3114. Average train loss in past 100 iterations 484.926
  3115. Average test loss in past 100 iterations 71496.1
  3116. --------------------------------------------------
  3117. Average train loss in past 100 iterations 459.507
  3118. Average test loss in past 100 iterations 71681.4
  3119. --------------------------------------------------
  3120. Average train loss in past 100 iterations 525.437
  3121. Average test loss in past 100 iterations 71216.2
  3122. --------------------------------------------------
  3123. Average train loss in past 100 iterations 508.469
  3124. Average test loss in past 100 iterations 71634.3
  3125. --------------------------------------------------
  3126. Average train loss in past 100 iterations 436.721
  3127. Average test loss in past 100 iterations 70362.1
  3128. --------------------------------------------------
  3129. Average train loss in past 100 iterations 492.353
  3130. Average test loss in past 100 iterations 71388.9
  3131. --------------------------------------------------
  3132. Average train loss in past 100 iterations 487.556
  3133. Average test loss in past 100 iterations 71418.1
  3134. --------------------------------------------------
  3135. Average train loss in past 100 iterations 486.227
  3136. Average test loss in past 100 iterations 71142.5
  3137. --------------------------------------------------
  3138. Average train loss in past 100 iterations 454.426
  3139. Average test loss in past 100 iterations 71270.1
  3140. --------------------------------------------------
  3141. Average train loss in past 100 iterations 474.564
  3142. Average test loss in past 100 iterations 71138.8
  3143. --------------------------------------------------
  3144. Average train loss in past 100 iterations 488.078
  3145. Average test loss in past 100 iterations 71212.3
  3146. --------------------------------------------------
  3147. Average train loss in past 100 iterations 431.779
  3148. Average test loss in past 100 iterations 71469.4
  3149. --------------------------------------------------
  3150. Average train loss in past 100 iterations 487.185
  3151. Average test loss in past 100 iterations 70692.7
  3152. --------------------------------------------------
  3153. Average train loss in past 100 iterations 502.546
  3154. Average test loss in past 100 iterations 70844.6
  3155. --------------------------------------------------
  3156. Average train loss in past 100 iterations 504.206
  3157. Average test loss in past 100 iterations 71176.1
  3158. --------------------------------------------------
  3159. Average train loss in past 100 iterations 427.333
  3160. Average test loss in past 100 iterations 70559.7
  3161. --------------------------------------------------
  3162. Average train loss in past 100 iterations 484.206
  3163. Average test loss in past 100 iterations 70217.3
  3164. --------------------------------------------------
  3165. Average train loss in past 100 iterations 513.258
  3166. Average test loss in past 100 iterations 70655.9
  3167. --------------------------------------------------
  3168. Average train loss in past 100 iterations 404.216
  3169. Average test loss in past 100 iterations 70222.2
  3170. --------------------------------------------------
  3171. Average train loss in past 100 iterations 508.36
  3172. Average test loss in past 100 iterations 70458.9
  3173. --------------------------------------------------
  3174. Average train loss in past 100 iterations 502.617
  3175. Average test loss in past 100 iterations 70601.7
  3176. --------------------------------------------------
  3177. Average train loss in past 100 iterations 527.64
  3178. Average test loss in past 100 iterations 70335.2
  3179. --------------------------------------------------
  3180. Average train loss in past 100 iterations 442.897
  3181. Average test loss in past 100 iterations 70363.6
  3182. --------------------------------------------------
  3183. Average train loss in past 100 iterations 511.392
  3184. Average test loss in past 100 iterations 69937.3
  3185. --------------------------------------------------
  3186. Average train loss in past 100 iterations 521.261
  3187. Average test loss in past 100 iterations 70527.7
  3188. --------------------------------------------------
  3189. Average train loss in past 100 iterations 406.742
  3190. Average test loss in past 100 iterations 69894.3
  3191. --------------------------------------------------
  3192. Average train loss in past 100 iterations 492.719
  3193. Average test loss in past 100 iterations 70067.6
  3194. --------------------------------------------------
  3195. Average train loss in past 100 iterations 501.543
  3196. Average test loss in past 100 iterations 70348.8
  3197. --------------------------------------------------
  3198. Average train loss in past 100 iterations 486.628
  3199. Average test loss in past 100 iterations 70399.0
  3200. --------------------------------------------------
  3201. Average train loss in past 100 iterations 452.403
  3202. Average test loss in past 100 iterations 70388.4
  3203. --------------------------------------------------
  3204. Average train loss in past 100 iterations 500.375
  3205. Average test loss in past 100 iterations 70216.3
  3206. --------------------------------------------------
  3207. Average train loss in past 100 iterations 519.27
  3208. Average test loss in past 100 iterations 70552.3
  3209. --------------------------------------------------
  3210. Average train loss in past 100 iterations 426.468
  3211. Average test loss in past 100 iterations 70009.0
  3212. --------------------------------------------------
  3213. Average train loss in past 100 iterations 503.448
  3214. Average test loss in past 100 iterations 70579.6
  3215. --------------------------------------------------
  3216. Average train loss in past 100 iterations 514.195
  3217. Average test loss in past 100 iterations 70264.7
  3218. --------------------------------------------------
  3219. Average train loss in past 100 iterations 493.735
  3220. Average test loss in past 100 iterations 70344.7
  3221. --------------------------------------------------
  3222. Average train loss in past 100 iterations 411.405
  3223. Average test loss in past 100 iterations 70379.0
  3224. --------------------------------------------------
  3225. Average train loss in past 100 iterations 517.399
  3226. Average test loss in past 100 iterations 70744.2
  3227. --------------------------------------------------
  3228. Average train loss in past 100 iterations 485.938
  3229. Average test loss in past 100 iterations 70164.5
  3230. --------------------------------------------------
  3231. Average train loss in past 100 iterations 418.656
  3232. Average test loss in past 100 iterations 70585.6
  3233. --------------------------------------------------
  3234. Average train loss in past 100 iterations 443.658
  3235. Average test loss in past 100 iterations 70440.4
  3236. --------------------------------------------------
  3237. Average train loss in past 100 iterations 492.063
  3238. Average test loss in past 100 iterations 70643.3
  3239. --------------------------------------------------
  3240. Average train loss in past 100 iterations 508.556
  3241. Average test loss in past 100 iterations 70205.0
  3242. --------------------------------------------------
  3243. Average train loss in past 100 iterations 446.202
  3244. Average test loss in past 100 iterations 69612.6
  3245. --------------------------------------------------
  3246. Average train loss in past 100 iterations 487.03
  3247. Average test loss in past 100 iterations 70000.8
  3248. --------------------------------------------------
  3249. Average train loss in past 100 iterations 471.416
  3250. Average test loss in past 100 iterations 70001.1
  3251. --------------------------------------------------
  3252. Average train loss in past 100 iterations 413.446
  3253. Average test loss in past 100 iterations 70502.5
  3254. --------------------------------------------------
  3255. Average train loss in past 100 iterations 496.718
  3256. Average test loss in past 100 iterations 70235.9
  3257. --------------------------------------------------
  3258. Traceback (most recent call last):
  3259. Optimization finished
  3260.   File "C:/Users/Francesco Benintende/Desktop/mercedes_benz-master/models/model_1/model_1.py", line 38, in <module>
  3261.     starter_learning_rate=0.001)
  3262.   File "C:\Users\Francesco Benintende\Desktop\mercedes_benz-master\models\abstractions.py", line 160, in train_and_eval
  3263.     r_sqr = r2_score(y_eval, self.infer(x_eval))
  3264. NameError: name 'r2_score' is not defined
  3265.  
  3266. Process finished with exit code 1
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement