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Morphological Image Library : Smil vs scikit-image |
On nestorImage alumine - Type bin - 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 03:18:25 PM
Image : alumine.png
width : 256
height : 256
depth : 1
type : binary
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 - 0.708 0.000 0.708 0.708 - (ms)
16.0 - 4096 1 - 4.139 0.001 4.138 4.140 - (ms)
32.0 - 8192 1 - 17.381 0.007 17.367 17.389 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.798 0.000 1.798 1.798 - (ms)
2.0 - 512 1 - 6.568 0.001 6.567 6.570 - (ms)
4.0 - 1024 1 - 26.495 0.004 26.492 26.504 - (ms)
8.0 - 2048 1 - 111.553 0.005 111.546 111.562 - (ms)
16.0 - 4096 1 - 439.850 0.416 439.591 440.865 - (ms)
32.0 - 8192 1 - 1757.491 0.098 1757.352 1757.610 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.030 | 1.798 | 60.492 1.782
512 | 0.061 | 6.568 | 107.934 2.033
1024 | 0.183 | 26.495 | 144.520 2.160
2048 | 0.708 | 111.553 | 157.521 2.197
4096 | 4.139 | 439.850 | 106.269 2.026
8192 | 17.381 | 1757.491 | 101.116 2.005
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.4 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.701 0.000 0.701 0.702 - (ms)
8.0 - 2048 2 - 1.328 0.000 1.328 1.328 - (ms)
8.0 - 2048 3 - 1.956 0.001 1.955 1.957 - (ms)
8.0 - 2048 4 - 2.583 0.002 2.582 2.587 - (ms)
8.0 - 2048 5 - 3.209 0.001 3.208 3.210 - (ms)
8.0 - 2048 6 - 3.839 0.002 3.837 3.844 - (ms)
8.0 - 2048 7 - 4.463 0.000 4.463 4.463 - (ms)
8.0 - 2048 8 - 5.089 0.003 5.087 5.096 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 111.571 0.016 111.549 111.597 - (ms)
8.0 - 2048 2 - 206.563 0.017 206.542 206.600 - (ms)
8.0 - 2048 3 - 363.252 0.029 363.222 363.308 - (ms)
8.0 - 2048 4 - 518.268 0.021 518.233 518.307 - (ms)
8.0 - 2048 5 - 712.837 0.059 712.781 712.970 - (ms)
8.0 - 2048 6 - 946.236 0.022 946.215 946.271 - (ms)
8.0 - 2048 7 - 1218.566 0.043 1218.501 1218.628 - (ms)
8.0 - 2048 8 - 1530.858 0.177 1530.689 1531.176 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.701 | 111.571 | 159.114 2.202
2 | 1.328 | 206.563 | 155.565 2.192
3 | 1.956 | 363.252 | 185.728 2.269
4 | 2.583 | 518.268 | 200.618 2.302
5 | 3.209 | 712.837 | 222.109 2.347
6 | 3.839 | 946.236 | 246.482 2.392
7 | 4.463 | 1218.566 | 273.026 2.436
8 | 5.089 | 1530.858 | 300.789 2.478
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 138.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 241 secs
Begin : 15:18:24
End : 15:22:25
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