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Morphological Image Library : Smil vs scikit-image |
On nestorImage tools - Type gray - Function open
SMIL (Simple Morphological Image Library) 1.0.0-dev
Copyright (c) 2011-2016, Matthieu FAESSEL and ARMINES
Copyright (c) 2017-2021, CMM - Centre de Morphologie Mathematique
All rights reserved.
Date : 30/09/2021 04:10:50 PM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.030 0.000 0.030 0.030 - (ms)
2.0 - 512 1 - 0.061 0.000 0.061 0.061 - (ms)
4.0 - 1024 1 - 0.183 0.000 0.183 0.183 - (ms)
8.0 - 2048 1 - 0.703 0.000 0.703 0.704 - (ms)
16.0 - 4096 1 - 4.350 0.001 4.349 4.351 - (ms)
32.0 - 8192 1 - 17.261 0.008 17.252 17.278 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 2.369 0.001 2.368 2.370 - (ms)
2.0 - 512 1 - 6.555 0.000 6.555 6.556 - (ms)
4.0 - 1024 1 - 26.332 0.024 26.279 26.346 - (ms)
8.0 - 2048 1 - 110.728 0.026 110.709 110.788 - (ms)
16.0 - 4096 1 - 437.211 0.011 437.195 437.233 - (ms)
32.0 - 8192 1 - 1746.765 0.091 1746.699 1746.976 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.030 | 2.369 | 79.387 1.900
512 | 0.061 | 6.555 | 107.714 2.032
1024 | 0.183 | 26.332 | 144.208 2.159
2048 | 0.703 | 110.728 | 157.401 2.197
4096 | 4.350 | 437.211 | 100.504 2.002
8192 | 17.261 | 1746.765 | 101.197 2.005
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.721 0.066 0.682 0.862 - (ms)
8.0 - 2048 2 - 1.293 0.000 1.292 1.293 - (ms)
8.0 - 2048 3 - 1.928 0.002 1.926 1.930 - (ms)
8.0 - 2048 4 - 2.587 0.008 2.580 2.598 - (ms)
8.0 - 2048 5 - 3.169 0.000 3.169 3.169 - (ms)
8.0 - 2048 6 - 3.836 0.000 3.835 3.837 - (ms)
8.0 - 2048 7 - 4.466 0.001 4.465 4.468 - (ms)
8.0 - 2048 8 - 5.030 0.003 5.028 5.037 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 110.788 0.006 110.779 110.798 - (ms)
8.0 - 2048 2 - 206.635 0.012 206.616 206.650 - (ms)
8.0 - 2048 3 - 363.356 0.022 363.315 363.381 - (ms)
8.0 - 2048 4 - 518.438 0.042 518.383 518.502 - (ms)
8.0 - 2048 5 - 713.020 0.245 712.854 713.615 - (ms)
8.0 - 2048 6 - 946.438 0.086 946.365 946.613 - (ms)
8.0 - 2048 7 - 1218.505 0.041 1218.458 1218.567 - (ms)
8.0 - 2048 8 - 1530.806 0.078 1530.684 1530.920 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.721 | 110.788 | 153.557 2.186
2 | 1.293 | 206.635 | 159.862 2.204
3 | 1.928 | 363.356 | 188.470 2.275
4 | 2.587 | 518.438 | 200.387 2.302
5 | 3.169 | 713.020 | 225.017 2.352
6 | 3.836 | 946.438 | 246.711 2.392
7 | 4.466 | 1218.505 | 272.811 2.436
8 | 5.030 | 1530.806 | 304.306 2.483
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 139.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 242 secs
Begin : 16:10:49
End : 16:14:51
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