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  1. Initializing device...
  2. Device 0: "GeForce GT 630M" 1024Mb, sm_21, 96 cores, Driver/Runtime ver.5.0/4.
  3. 10
  4.  
  5. CPU, ms GPU, ms SPEEDUP DESCRIPTION
  6.  
  7. matchTemplate:
  8. 338.028 26.3856 x12.8 3000x3000, 32FC1, templ 5x5, CCORR
  9. 389.646 45.5738 x8.55 3000x3000, 32FC1, templ 25x25, CCORR
  10. 596.205 75.0173 x7.95 3000x3000, 32FC1, templ 125x125, CCORR
  11.  
  12. minMaxLoc:
  13. 7.97875 1.68709 x4.73 2000x2000, 32F
  14. 31.6984 4.21481 x7.52 4000x4000, 32F
  15. 126.815 14.1195 x8.98 8000x8000, 32F
  16.  
  17. remap:
  18. 7.29999 1.51414 x4.82 1000x1000, 8UC4, INTER_LINEAR, BORDER_REPLICATE
  19. 29.7656 5.49791 x5.41 2000x2000, 8UC4, INTER_LINEAR, BORDER_REPLICATE
  20. 117.516 21.5265 x5.46 4000x4000, 8UC4, INTER_LINEAR, BORDER_REPLICATE
  21.  
  22. dft:
  23. 107.777 5.6262 x19.2 1000x1000, 32FC2, complex-to-complex
  24. 422.861 18.3664 x23 2000x2000, 32FC2, complex-to-complex
  25. 1849.28 69.3087 x26.7 4000x4000, 32FC2, complex-to-complex
  26.  
  27. cornerHarris:
  28. 24.9557 21.2406 x1.17 1000x1000, 32FC1, BORDER_REFLECT101
  29. 96.6138 75.9025 x1.27 2000x2000, 32FC1, BORDER_REFLECT101
  30. 392.24 257.03 x1.53 4000x4000, 32FC1, BORDER_REFLECT101
  31.  
  32. integral:
  33. 1.12403 3.19236 x0.352 1000x1000, 8UC1
  34. 4.18379 12.8816 x0.325 2000x2000, 8UC1
  35. 16.5033 50.6291 x0.326 4000x4000, 8UC1
  36.  
  37. norm:
  38. 32.4307 3.15364 x10.3 2000x2000, 32FC4, NORM_INF
  39. 73.3391 6.56922 x11.2 3000x3000, 32FC4, NORM_INF
  40. 129.951 11.2698 x11.5 4000x4000, 32FC4, NORM_INF
  41.  
  42. meanShift:
  43. 183.527 40.4353 x4.54 400x400, 8UC3 vs 8UC4
  44. 736.585 169.825 x4.34 800x800, 8UC3 vs 8UC4
  45.  
  46. SURF:
  47. 2175.1 391.688 x5.55
  48.  
  49. FAST:
  50. 7.68077 14.5157 x0.529
  51.  
  52. ORB:
  53. 76.5762 76.2153 x1
  54.  
  55. BruteForceMatcher:
  56. 76.3514 44.5806 x1.71 match
  57. 76.4392 44.7317 x1.71 knnMatch
  58. 87.6119 50.5667 x1.73 radiusMatch
  59.  
  60. magnitude:
  61. 3.43051 1.97667 x1.74 2000x2000, 32FC1
  62. 7.96429 4.48724 x1.77 3000x3000, 32FC1
  63. 13.8349 7.57056 x1.83 4000x4000, 32FC1
  64.  
  65. add:
  66. 3.54142 1.92116 x1.84 2000x2000, 32FC1
  67. 8.03345 4.33143 x1.85 3000x3000, 32FC1
  68. 13.7774 7.41452 x1.86 4000x4000, 32FC1
  69.  
  70. log:
  71. 8.45073 2.59373 x3.26 2000x2000, 32F
  72. 18.8245 5.683 x3.31 3000x3000, 32F
  73. 33.4156 9.99857 x3.34 4000x4000, 32F
  74.  
  75. mulSpectrums:
  76. 18.4879 3.63962 x5.08 2000x2000
  77. 41.5091 8.10295 x5.12 3000x3000
  78. 74.5112 14.3791 x5.18 4000x4000
  79.  
  80. resize:
  81. 22.4431 1.41256 x15.9 1000x1000, 8UC4, up
  82. 88.2105 5.19655 x17 2000x2000, 8UC4, up
  83. 202.133 11.3478 x17.8 3000x3000, 8UC4, up
  84. 5.49208 0.228934 x24 1000x1000, 8UC4, down
  85. 21.1848 0.624408 x33.9 2000x2000, 8UC4, down
  86. 47.5305 1.2417 x38.3 3000x3000, 8UC4, down
  87.  
  88. cvtColor:
  89. 25.4836 3.29056 x7.74 4000x4000, 8UC1, CV_GRAY2BGRA
  90. 71.8277 6.4456 x11.1 4000x4000, 8UC3 vs 8UC4, CV_BGR2YCrCb
  91. 75.5541 6.43359 x11.7 4000x4000, 8UC4, CV_YCrCb2BGR
  92. 90.092 5.84067 x15.4 4000x4000, 8UC3 vs 8UC4, CV_BGR2XYZ
  93. 87.8496 6.57004 x13.4 4000x4000, 8UC4, CV_XYZ2BGR
  94. 181.028 14.1082 x12.8 4000x4000, 8UC3 vs 8UC4, CV_BGR2HSV
  95. 560.318 12.8273 x43.7 4000x4000, 8UC4, CV_HSV2BGR
  96.  
  97. erode:
  98. 5.70434 17.0211 x0.335 2000x2000
  99. 12.8718 37.1659 x0.346 3000x3000
  100. 23.0148 65.9106 x0.349 4000x4000
  101.  
  102. threshold:
  103. 0.456702 0.674673 x0.677 2000x2000, 8UC1, THRESH_BINARY
  104. 1.3343 1.36089 x0.98 3000x3000, 8UC1, THRESH_BINARY
  105. 2.51862 2.3641 x1.07 4000x4000, 8UC1, THRESH_BINARY
  106. 2.78441 1.42527 x1.95 2000x2000, 32FC1, THRESH_TRUNC [NPP]
  107. 6.28968 3.25592 x1.93 3000x3000, 32FC1, THRESH_TRUNC [NPP]
  108. 11.0182 5.41942 x2.03 4000x4000, 32FC1, THRESH_TRUNC [NPP]
  109.  
  110. pow:
  111. 3.74015 0.438275 x8.53 1000x1000, 32F
  112. 14.9142 1.39355 x10.7 2000x2000, 32F
  113. 33.4983 3.02384 x11.1 3000x3000, 32F
  114. 59.1529 5.27049 x11.2 4000x4000, 32F
  115.  
  116. projectPoints:
  117. 40.9669 6.36105 x6.44 1000000
  118. 29.467 4.55885 x6.46 714285
  119. 20.9349 3.32695 x6.29 510203
  120. 15.1037 2.35115 x6.42 364430
  121. 10.9717 1.74155 x6.3 260307
  122.  
  123. solvePnPRansac:
  124. 41.9167 27.8432 x1.51 5000
  125. 88.7449 32.3397 x2.74 18800
  126. 391.669 50.4087 x7.77 70688
  127. 1474.53 112.396 x13.1 265786
  128.  
  129. GaussianBlur:
  130. 4.4147 4.86429 x0.908 1000x1000, 8UC4
  131. 17.9344 19.0822 x0.94 2000x2000, 8UC4
  132. 41.4323 41.3885 x1 3000x3000, 8UC4
  133. 75.023 73.1567 x1.03 4000x4000, 8UC4
  134.  
  135. filter2D:
  136. 2.52212 2.19207 x1.15 ksize = 3, 512x512, 8UC4
  137. 6.38519 4.65985 x1.37 ksize = 5, 512x512, 8UC4
  138. 12.4071 8.10307 x1.53 ksize = 7, 512x512, 8UC4
  139. 20.6729 12.4602 x1.66 ksize = 9, 512x512, 8UC4
  140. 30.5378 17.8886 x1.71 ksize = 11, 512x512, 8UC4
  141. 73.1463 24.3971 x3 ksize = 13, 512x512, 8UC4
  142. 73.7997 31.8844 x2.31 ksize = 15, 512x512, 8UC4
  143. 9.83086 7.39714 x1.33 ksize = 3, 1024x1024, 8UC4
  144. 25.7884 16.7388 x1.54 ksize = 5, 1024x1024, 8UC4
  145. 50.5024 30.2587 x1.67 ksize = 7, 1024x1024, 8UC4
  146. 83.0156 47.7941 x1.74 ksize = 9, 1024x1024, 8UC4
  147. 123.99 69.5481 x1.78 ksize = 11, 1024x1024, 8UC4
  148. 226.213 94.5169 x2.39 ksize = 13, 1024x1024, 8UC4
  149. 226.814 119.107 x1.9 ksize = 15, 1024x1024, 8UC4
  150. 40.0932 26.2613 x1.53 ksize = 3, 2048x2048, 8UC4
  151. 102.221 61.7621 x1.66 ksize = 5, 2048x2048, 8UC4
  152. 202.551 112.856 x1.79 ksize = 7, 2048x2048, 8UC4
  153. 333.726 179.496 x1.86 ksize = 9, 2048x2048, 8UC4
  154. 486.942 262.136 x1.86 ksize = 11, 2048x2048, 8UC4
  155. 772.942 360.318 x2.15 ksize = 13, 2048x2048, 8UC4
  156. 775.624 474.137 x1.64 ksize = 15, 2048x2048, 8UC4
  157.  
  158. pyrDown:
  159. 46.0287 32.5614 x1.41 4000x4000, 8UC4
  160. 26.1606 18.3223 x1.43 3000x3000, 8UC4
  161. 11.5738 8.21258 x1.41 2000x2000, 8UC4
  162. 3.05031 2.07172 x1.47 1000x1000, 8UC4
  163.  
  164. pyrUp:
  165. 119.606 40.6431 x2.94 2000x2000, 8UC4
  166. 30.0503 10.2484 x2.93 1000x1000, 8UC4
  167.  
  168. equalizeHist:
  169. 1.60125 1.68709 x0.949 1000x1000
  170. 6.36187 5.34408 x1.19 2000x2000
  171. 14.2563 11.3961 x1.25 3000x3000
  172.  
  173. Canny:
  174. 25.1115 12.0929 x2.08
  175.  
  176. reduce:
  177. 1.45886 0.355122 x4.11 1000x1000, dim = 0
  178. 1.50457 0.545569 x2.76 1000x1000, dim = 1
  179. 5.61127 1.11225 x5.04 2000x2000, dim = 0
  180. 5.86715 1.59286 x3.68 2000x2000, dim = 1
  181. 12.9744 2.34917 x5.52 3000x3000, dim = 0
  182. 12.8816 3.12017 x4.13 3000x3000, dim = 1
  183.  
  184. gemm:
  185. 111.799 3.0951 x36.1 512x512
  186. 892.646 19.9992 x44.6 1024x1024
  187.  
  188. GoodFeaturesToTrack:
  189. 67.7693 30.0222 x2.26
  190.  
  191. PyrLKOpticalFlow:
  192. 20.5265 46.8628 x0.438 1000
  193. 35.6843 83.0464 x0.43 2000
  194. 64.2468 134.715 x0.477 4000
  195. 65.4069 134.77 x0.485 8000
  196.  
  197. FarnebackOpticalFlow:
  198. 389.171 87.6344 x4.44 dataset=rubberwhale, fastPyramids=0, useGaussianBlur=0
  199. 424.506 88.2164 x4.81 dataset=rubberwhale, fastPyramids=0, useGaussianBlur=1
  200. 389.118 78.2373 x4.97 dataset=rubberwhale, fastPyramids=1, useGaussianBlur=0
  201. 424.01 79.0154 x5.37 dataset=rubberwhale, fastPyramids=1, useGaussianBlur=1
  202. 531.686 108.863 x4.88 dataset=basketball, fastPyramids=0, useGaussianBlur=0
  203. 578.017 110.148 x5.25 dataset=basketball, fastPyramids=0, useGaussianBlur=1
  204. 533.59 97.7127 x5.46 dataset=basketball, fastPyramids=1, useGaussianBlur=0
  205. 575.596 98.9099 x5.82 dataset=basketball, fastPyramids=1, useGaussianBlur=1
  206.  
  207. average GPU speedup: x6.144
  208.  
  209. Press ENTER to exit...
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