API tools faq
paste
Guest User

deepspam2-eval

a guest
Nov 2nd, 2023
87
0
Never
Add comment
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
text 13.73 KB | None | 0 0
raw download clone embed print report
  1. PyTorch version 2.0.1+cu118 @ NVIDIA GeForce RTX 3090
  2. DeepSpam_model(
  3. (convl): ModuleList(
  4. (0): Conv1d(256, 128, kernel_size=(2,), stride=(1,), padding=valid)
  5. (1): Conv1d(256, 128, kernel_size=(3,), stride=(1,), padding=valid)
  6. (2): Conv1d(256, 128, kernel_size=(4,), stride=(1,), padding=valid)
  7. (3): Conv1d(256, 128, kernel_size=(5,), stride=(1,), padding=valid)
  8. )
  9. (l_dr2): Dropout(p=0.5, inplace=True)
  10. (l_hid): Linear(in_features=512, out_features=32, bias=True)
  11. (l_fc): Linear(in_features=32, out_features=2, bias=True)
  12. )
  13. MODEL: vocab=262144 embed=256 params=475746
  14. 82.079 (1/14) ham: 95.165/1.734 spam: 98.016/0.570 [model/deepspam.pt.TEST5]
  15. 82.638 (2/15) ham: 97.679/0.967 spam: 96.282/1.390 [model/deepspam.pt.TEST6]
  16. 87.240 (1/15) ham: 96.602/1.402 spam: 97.250/0.945 [model/deepspam.pt.TEST7joooo]
  17. 79.048 (1/11) ham: 96.795/1.292 spam: 96.680/0.797 [model/deepspam.pt.TEST8]
  18. 80.223 (1/14) ham: 95.890/1.485 spam: 97.469/0.523 [model/deepspam-1698859669.pt]
  19. 76.713 (3/12) ham: 97.203/1.223 spam: 96.352/0.867 [model/deepspam-1698859923.pt]
  20. 72.383 (2/11) ham: 96.878/1.202 spam: 95.844/1.023 [model/deepspam-1698860176.pt]
  21. 83.792 (2/15) ham: 97.431/1.236 spam: 96.774/1.211 [model/deepspam-1698860430.pt]
  22. 86.324 (2/15) ham: 96.160/1.444 spam: 97.649/0.711 [model/deepspam-1698860684.pt]
  23. 72.363 (3/11) ham: 98.446/0.808 spam: 95.063/2.382 [model/deepspam-1698860938.pt]
  24. 69.167 (3/9) ham: 97.451/0.898 spam: 93.470/1.476 [model/deepspam-1698861192.pt]
  25. 68.079 (3/10) ham: 96.484/1.243 spam: 95.540/0.695 [model/deepspam-1698861446.pt]
  26. 70.221 (2/10) ham: 97.327/1.167 spam: 96.266/0.781 [model/deepspam-1698861716.pt]
  27. 79.336 (1/13) ham: 97.292/1.202 spam: 96.969/0.875 [model/deepspam-1698861986.pt]
  28. 73.036 (3/12) ham: 97.935/0.974 spam: 94.868/2.203 [model/deepspam-1698862256.pt]
  29. 79.475 (3/14) ham: 97.265/1.160 spam: 96.383/0.976 [model/deepspam-1698862526.pt]
  30. 72.341 (3/11) ham: 97.472/0.932 spam: 95.251/1.500 [model/deepspam-1698862796.pt]
  31. 71.313 (4/12) ham: 98.570/0.815 spam: 94.306/2.609 [model/deepspam-1698863065.pt]
  32. 77.140 (2/11) ham: 96.505/1.098 spam: 95.673/1.000 [model/deepspam-1698863335.pt]
  33. 76.864 (1/12) ham: 95.497/1.547 spam: 96.079/0.570 [model/deepspam-1698863634.pt]
  34. 67.678 (2/11) ham: 95.897/1.271 spam: 95.915/1.031 [model/deepspam-1698863932.pt]
  35. 77.790 (1/12) ham: 97.030/1.236 spam: 95.962/1.070 [model/deepspam-1698864231.pt]
  36. 65.658 (2/8) ham: 96.926/1.071 spam: 94.805/1.094 [model/deepspam-1698864530.pt]
  37. 78.712 (3/14) ham: 97.741/1.147 spam: 96.594/1.570 [model/deepspam-1698864828.pt]
  38. 68.883 (5/10) ham: 98.204/0.891 spam: 94.235/2.265 [model/deepspam-1698865127.pt]
  39. 71.171 (2/11) ham: 95.932/1.271 spam: 96.337/0.766 [model/deepspam-1698865426.pt]
  40. 81.392 (1/13) ham: 95.635/1.354 spam: 97.000/0.695 [model/deepspam-1698865760.pt]
  41. 67.733 (4/10) ham: 96.526/1.195 spam: 95.821/0.820 [model/deepspam-1698866094.pt]
  42. 77.778 (2/14) ham: 97.348/1.057 spam: 96.102/1.461 [model/deepspam-1698866429.pt]
  43. 84.392 (1/14) ham: 96.049/1.299 spam: 97.204/0.750 [model/deepspam-1698866763.pt]
  44. 80.651 (2/13) ham: 97.838/1.050 spam: 95.735/2.023 [model/deepspam-1698867097.pt]
  45. 72.120 (4/12) ham: 97.817/0.884 spam: 94.805/2.062 [model/deepspam-1698867431.pt]
  46. 62.679 (5/10) ham: 94.979/1.319 spam: 94.673/0.664 [model/deepspam-1698867765.pt]
  47. 78.977 (1/11) ham: 95.282/1.651 spam: 97.633/0.383 [model/deepspam-1698868275.pt]
  48. 74.910 (1/11) ham: 97.693/0.926 spam: 94.993/1.219 [model/deepspam-1698868785.pt]
  49. 80.257 (0/13) ham: 95.131/1.672 spam: 97.313/0.359 [model/deepspam-1698869294.pt]
  50. 78.414 (2/13) ham: 97.306/1.105 spam: 95.501/1.156 [model/deepspam-1698869804.pt]
  51. 80.816 (1/12) ham: 97.893/0.905 spam: 95.821/1.484 [model/deepspam-1698870313.pt]
  52. 70.704 (4/11) ham: 98.563/0.808 spam: 94.595/2.562 [model/deepspam-1698870823.pt]
  53. 81.947 (1/14) ham: 95.061/1.409 spam: 96.165/0.750 [model/deepspam-1698874019.pt]
  54. 71.372 (3/11) ham: 97.679/1.029 spam: 94.688/1.547 [model/deepspam-1698874265.pt]
  55. 74.328 (3/11) ham: 97.051/1.064 spam: 95.954/1.367 [model/deepspam-1698874511.pt]
  56. 80.229 (2/13) ham: 96.450/1.444 spam: 96.844/0.641 [model/deepspam-1698875039.pt-JOOO]
  57. 75.896 (2/12) ham: 96.118/1.423 spam: 94.556/1.008 [model/deepspam-1698875286.pt]
  58. 76.270 (1/11) ham: 97.334/0.877 spam: 96.165/1.039 [model/deepspam-1698875532.pt]
  59. 82.373 (2/13) ham: 96.139/1.506 spam: 97.071/0.476 [model/deepspam-1698875779.pt]
  60. 80.840 (2/13) ham: 96.111/1.278 spam: 96.305/0.812 [model/deepspam-1698876025.pt]
  61. 80.868 (1/13) ham: 97.099/0.960 spam: 95.212/1.531 [model/deepspam-1698876272.pt]
  62. 76.612 (2/13) ham: 97.707/0.981 spam: 94.759/1.758 [model/deepspam-1698876518.pt]
  63. 83.599 (0/12) ham: 94.474/1.934 spam: 96.868/0.711 [model/deepspam-1698876764.pt-Jo]
  64. 70.769 (5/11) ham: 96.457/1.388 spam: 96.454/0.922 [model/deepspam-1698877027.pt]
  65. 86.033 (0/14) ham: 95.655/1.423 spam: 97.211/0.320 [model/deepspam-1698877289.pt]
  66. 72.856 (2/11) ham: 95.828/1.368 spam: 95.774/0.726 [model/deepspam-1698877552.pt]
  67. 79.107 (2/14) ham: 97.610/0.946 spam: 94.712/1.953 [model/deepspam-1698877814.pt]
  68. 80.805 (3/13) ham: 97.665/1.119 spam: 96.485/1.429 [model/deepspam-1698878076.pt-Jo]
  69. 67.295 (4/11) ham: 98.163/0.739 spam: 93.485/2.382 [model/deepspam-1698878339.pt]
  70. 64.567 (4/8) ham: 95.725/1.188 spam: 96.165/0.726 [model/deepspam-1698878601.pt]
  71. 80.814 (0/12) ham: 94.405/1.340 spam: 95.032/0.539 [model/deepspam-1698878892.pt]
  72. 64.533 (3/8) ham: 94.364/1.817 spam: 96.157/0.586 [model/deepspam-1698879183.pt]
  73. 81.430 (1/13) ham: 95.987/1.381 spam: 96.852/0.851 [model/deepspam-1698879474.pt-Jo]
  74. 82.849 (1/13) ham: 95.966/1.381 spam: 96.454/1.000 [model/deepspam-1698879765.pt]
  75. 69.403 (4/12) ham: 98.363/0.794 spam: 93.564/2.648 [model/deepspam-1698880056.pt]
  76. 77.225 (2/13) ham: 98.135/0.939 spam: 95.095/1.922 [model/deepspam-1698880346.pt-JOOO]
  77. 72.807 (1/9) ham: 93.694/1.817 spam: 95.696/0.266 [model/deepspam-1698880637.pt]
  78. 82.112 (1/14) ham: 93.259/1.464 spam: 96.001/0.297 [model/deepspam-1698880963.pt]
  79. 77.624 (2/12) ham: 95.428/1.347 spam: 96.383/0.594 [model/deepspam-1698881289.pt]
  80. 68.595 (4/11) ham: 95.642/1.381 spam: 96.844/0.726 [model/deepspam-1698881615.pt]
  81. 89.991 (0/16) ham: 95.752/1.471 spam: 97.321/0.531 [model/deepspam-1698881941.pt]
  82. 69.121 (3/10) ham: 97.244/1.036 spam: 94.712/1.289 [model/deepspam-1698882267.pt]
  83. 72.078 (4/13) ham: 98.308/0.843 spam: 95.219/2.203 [model/deepspam-1698882593.pt]
  84. 67.300 (2/9) ham: 95.034/1.720 spam: 96.094/0.687 [model/deepspam-1698882918.pt]
  85. 81.221 (0/11) ham: 92.458/1.893 spam: 97.391/0.273 [model/deepspam-1698883421.pt]
  86. 78.689 (2/12) ham: 94.391/1.899 spam: 98.125/0.336 [model/deepspam-1698883923.pt]
  87. 67.503 (2/10) ham: 95.780/1.326 spam: 95.305/1.031 [model/deepspam-1698884425.pt]
  88. 74.508 (3/12) ham: 98.253/0.891 spam: 95.587/1.836 [model/deepspam-1698884927.pt]
  89. 73.816 (2/10) ham: 96.056/1.326 spam: 96.805/0.664 [model/deepspam-1698885430.pt]
  90. 68.465 (4/12) ham: 97.831/0.912 spam: 94.735/1.883 [model/deepspam-1698885932.pt]
  91. 66.968 (1/9) ham: 93.646/1.741 spam: 95.805/0.469 [model/deepspam-1698886434.pt]
  92. 69.502 (1/8) ham: 93.901/2.148 spam: 96.969/0.476 [model/deepspam-1698887008.pt]
  93. 81.435 (1/13) ham: 96.319/1.547 spam: 97.321/0.758 [model/deepspam-1698888154.pt]
  94. 85.485 (1/15) ham: 95.345/1.734 spam: 97.797/0.445 [model/deepspam-1698889299.pt]
  95. 76.387 (2/12) ham: 97.831/0.932 spam: 95.641/1.461 [model/deepspam-1698889872.pt]
  96. 76.654 (1/10) ham: 95.282/1.381 spam: 96.415/0.594 [model/deepspam-1698890445.pt]
  97. 83.744 (0/13) ham: 92.188/2.728 spam: 98.524/0.250 [model/deepspam-1698891094.pt]
  98. 73.699 (2/11) ham: 95.752/1.347 spam: 96.040/0.906 [model/deepspam-1698891743.pt]
  99. 77.452 (0/11) ham: 95.448/1.602 spam: 97.000/0.453 [model/deepspam-1698892391.pt]
  100. 71.878 (2/11) ham: 96.940/1.057 spam: 95.821/1.101 [model/deepspam-1698893039.pt]
  101. 83.036 (1/13) ham: 95.490/1.644 spam: 97.321/0.656 [model/deepspam-1698893687.pt]
  102. 80.579 (1/13) ham: 92.485/2.466 spam: 97.227/0.258 [model/deepspam-1698894982.pt]
  103. 66.564 (3/9) ham: 95.289/1.437 spam: 95.509/0.820 [model/deepspam-1698896122.pt]
  104. 77.323 (0/9) ham: 94.744/1.678 spam: 97.133/0.391 [model/deepspam-1698897261.pt]
  105. 76.793 (1/9) ham: 95.835/1.520 spam: 97.204/0.601 [model/deepspam-1698898399.pt]
  106. 73.043 (2/10) ham: 96.035/1.361 spam: 96.274/0.680 [model/deepspam-1698899536.pt]
  107. 80.165 (1/13) ham: 96.899/1.195 spam: 97.110/0.594 [model/deepspam-1698900672.pt]
  108. 66.203 (3/9) ham: 96.312/1.071 spam: 95.868/1.094 [model/deepspam-1698901809.pt]
  109. 77.463 (3/13) ham: 96.588/1.312 spam: 96.672/1.094 [model/deepspam-1698920931.pt]
  110. 65.650 (3/8) ham: 97.444/1.043 spam: 95.024/1.187 [model/deepspam-1698921177.pt]
  111. 70.329 (3/10) ham: 96.781/1.257 spam: 96.391/1.015 [model/deepspam-1698921424.pt]
  112. 76.069 (3/12) ham: 98.342/0.629 spam: 94.587/1.469 [model/deepspam-1698921671.pt]
  113. 73.817 (2/11) ham: 97.078/1.160 spam: 95.680/1.672 [model/deepspam-1698921918.pt]
  114. 70.711 (5/12) ham: 97.900/0.884 spam: 94.329/2.281 [model/deepspam-1698922411.pt]
  115. 71.004 (4/12) ham: 95.296/1.561 spam: 96.297/0.781 [model/deepspam-1698922657.pt]
  116. 75.472 (1/10) ham: 94.378/1.402 spam: 95.891/0.492 [model/deepspam-1698922920.pt]
  117. 73.810 (2/12) ham: 96.774/1.250 spam: 96.243/1.125 [model/deepspam-1698923182.pt]
  118. 85.726 (1/14) ham: 95.752/1.450 spam: 96.743/0.922 [model/deepspam-1698923445.pt-Joooo]
  119. 79.225 (2/13) ham: 97.147/1.209 spam: 96.774/1.375 [model/deepspam-1698923708.pt-Joooooooooooooo]
  120. 70.615 (5/12) ham: 97.845/0.981 spam: 95.344/1.687 [model/deepspam-1698923970.pt]
  121. 76.269 (2/12) ham: 98.266/0.801 spam: 94.126/2.312 [model/deepspam-1698924233.pt-JOOO93]
  122. 74.649 (2/11) ham: 96.588/1.153 spam: 96.274/0.867 [model/deepspam-1698924495.pt]
  123. 70.268 (3/10) ham: 97.251/1.043 spam: 95.227/1.375 [model/deepspam-1698925077.pt]
  124. 71.555 (1/10) ham: 98.225/0.808 spam: 94.751/1.758 [model/deepspam-1698925369.pt]
  125. 73.000 (4/13) ham: 97.693/1.022 spam: 95.844/1.609 [model/deepspam-1698925951.pt]
  126. 76.016 (3/13) ham: 97.707/0.870 spam: 95.149/1.609 [model/deepspam-1698926242.pt]
  127. 66.465 (3/7) ham: 94.840/1.547 spam: 94.009/0.570 [model/deepspam-1698926533.pt]
  128. 79.446 (1/10) ham: 93.369/1.782 spam: 97.024/0.211 [model/deepspam-1698926859.pt]
  129. 70.864 (1/9) ham: 94.530/1.782 spam: 96.485/0.391 [model/deepspam-1698927185.pt]
  130. 87.829 (1/15) ham: 97.838/1.022 spam: 96.102/1.601 [model/deepspam-1698928164.pt]
  131. 75.245 (2/12) ham: 97.990/0.946 spam: 95.055/2.226 [model/deepspam-1698928490.pt]
  132. 75.508 (1/11) ham: 96.028/1.395 spam: 96.032/0.594 [model/deepspam-1698928816.pt]
  133. 91.939 (0/17) ham: 91.062/3.219 spam: 98.446/0.195 [model/deepspam-1698929321.pt]
  134. 62.389 (2/7) ham: 94.585/1.243 spam: 94.040/0.383 [model/deepspam-1698929822.pt]
  135. 81.501 (1/14) ham: 95.310/1.975 spam: 97.875/0.547 [model/deepspam-1698930323.pt]
  136. 70.024 (2/10) ham: 96.692/1.105 spam: 95.087/1.015 [model/deepspam-1698930825.pt]
  137. 76.958 (2/12) ham: 96.989/1.153 spam: 96.321/1.125 [model/deepspam-1698931326.pt]
  138. 70.241 (4/11) ham: 97.845/0.960 spam: 95.774/1.414 [model/deepspam-1698931827.pt]
  139. 78.335 (1/11) ham: 89.550/2.127 spam: 95.930/0.094 [model/deepspam-1698932328.pt]
  140. 81.761 (1/13) ham: 93.735/1.927 spam: 97.305/0.273 [model/deepspam-1698932901.pt]
  141. 76.837 (2/12) ham: 96.277/1.160 spam: 96.212/0.711 [model/deepspam-1698933474.pt]
  142. 77.846 (1/11) ham: 95.966/1.285 spam: 96.719/0.961 [model/deepspam-1698934045.pt]
  143. 76.235 (1/13) ham: 97.437/0.981 spam: 95.883/1.297 [model/deepspam-1698935187.pt]
  144. 73.894 (3/10) ham: 96.588/1.174 spam: 96.266/1.195 [model/deepspam-1698935758.pt]
  145. 68.089 (2/8) ham: 93.659/1.685 spam: 95.813/0.383 [model/deepspam-1698936328.pt]
  146. 75.033 (2/10) ham: 96.464/1.112 spam: 95.477/1.031 [model/deepspam-1698936977.pt]
  147. 73.283 (3/10) ham: 95.324/1.644 spam: 96.844/0.492 [model/deepspam-1698937625.pt]
  148. 75.281 (2/10) ham: 93.977/2.120 spam: 97.485/0.375 [model/deepspam-1698938273.pt]
  149. 70.984 (2/10) ham: 96.837/1.098 spam: 95.204/0.953 [model/deepspam-1698938920.pt]
  150. 75.164 (1/12) ham: 96.830/1.105 spam: 95.493/1.078 [model/deepspam-1698939568.pt]
  151. 85.083 (1/14) ham: 97.120/1.299 spam: 97.219/0.922 [model/deepspam-1698940215.pt.qrvajooo9797]
  152. 68.321 (2/9) ham: 94.785/1.437 spam: 94.930/0.414 [model/deepspam-1698940862.pt]
  153. 85.869 (0/13) ham: 92.430/2.901 spam: 98.336/0.211 [model/deepspam-1698941999.pt]
  154. 71.318 (1/10) ham: 94.599/1.478 spam: 96.235/0.641 [model/deepspam-1698943136.pt]
  155. 59.246 (4/8) ham: 95.745/1.299 spam: 95.399/0.844 [model/deepspam-1698944272.pt]
  156. 65.167 (3/8) ham: 96.056/1.264 spam: 95.516/0.805 [model/deepspam-1698945407.pt]
  157. 80.988 (1/13) ham: 96.560/1.471 spam: 97.329/0.648 [model/deepspam-1698946542.pt]
  158. 67.915 (3/9) ham: 96.940/1.223 spam: 96.141/0.961 [model/deepspam-1698947677.pt]
  159. 74.069 (2/11) ham: 94.930/1.285 spam: 94.891/0.437 [model/deepspam-1698948813.pt]
  160. 71.663 (4/11) ham: 97.555/1.195 spam: 96.696/0.992 [model/deepspam-1698949060.pt]
  161. 70.137 (2/10) ham: 96.913/1.160 spam: 94.563/1.125 [model/deepspam-1698949306.pt]
  162. 65.826 (5/10) ham: 97.748/0.877 spam: 93.017/1.742 [model/deepspam-1698949552.pt]
  163. 75.658 (3/12) ham: 98.052/0.974 spam: 95.688/2.093 [model/deepspam-1698949798.pt]
  164. 71.617 (2/11) ham: 97.044/0.905 spam: 94.493/1.383 [model/deepspam-1698950043.pt]
  165. 68.858 (4/11) ham: 98.508/0.774 spam: 93.884/2.671 [model/deepspam-1698950289.pt]
  166. 68.896 (2/10) ham: 95.517/1.609 spam: 96.586/0.609 [model/deepspam-1698950541.pt]
  167. 79.684 (2/14) ham: 95.883/1.140 spam: 95.540/0.492 [model/deepspam-1698950803.pt]
  168. 82.002 (1/13) ham: 94.378/1.734 spam: 96.704/0.476 [model/deepspam-1698951065.pt]
  169. 68.489 (2/10) ham: 96.795/0.912 spam: 94.915/0.937 [model/deepspam-1698951326.pt]
  170. 79.207 (2/13) ham: 97.790/1.036 spam: 96.001/1.367 [model/deepspam-1698951595.pt]
  171. 69.647 (3/11) ham: 98.197/0.774 spam: 93.915/2.211 [model/deepspam-1698951867.pt]
  172.  
Advertisement
Add Comment
Please, Sign In to add comment
Public Pastes
We use cookies for various purposes including analytics. By continuing to use Pastebin, you agree to our use of cookies as described in the Cookies Policy.  OK, I Understand
Not a member of Pastebin yet?
Sign Up, it unlocks many cool features!