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Morphological Image Library : Smil vs scikit-image |
On nestorImage hubble_EDF_bin - 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 03:46:36 PM
Image : hubble_EDF_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.030 0.000 0.030 0.030 - (ms)
1.0 - 512 1 - 0.061 0.000 0.061 0.061 - (ms)
2.0 - 1024 1 - 0.185 0.000 0.185 0.185 - (ms)
4.0 - 2048 1 - 0.702 0.000 0.702 0.703 - (ms)
8.0 - 4096 1 - 4.343 0.001 4.341 4.345 - (ms)
16.0 - 8192 1 - 17.361 0.006 17.356 17.373 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.690 0.000 1.690 1.691 - (ms)
1.0 - 512 1 - 6.871 0.001 6.871 6.873 - (ms)
2.0 - 1024 1 - 26.344 0.002 26.342 26.348 - (ms)
4.0 - 2048 1 - 110.690 0.008 110.673 110.697 - (ms)
8.0 - 4096 1 - 437.533 0.029 437.489 437.592 - (ms)
16.0 - 8192 1 - 1746.635 0.154 1746.453 1746.977 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.030 | 1.690 | 55.931 1.748
512 | 0.061 | 6.871 | 112.445 2.051
1024 | 0.185 | 26.344 | 142.622 2.154
2048 | 0.702 | 110.690 | 157.628 2.198
4096 | 4.343 | 437.533 | 100.739 2.003
8192 | 17.361 | 1746.635 | 100.605 2.003
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.693 0.000 0.693 0.693 - (ms)
4.0 - 2048 2 - 1.318 0.000 1.317 1.318 - (ms)
4.0 - 2048 3 - 1.943 0.002 1.942 1.948 - (ms)
4.0 - 2048 4 - 2.569 0.001 2.568 2.570 - (ms)
4.0 - 2048 5 - 3.193 0.000 3.192 3.193 - (ms)
4.0 - 2048 6 - 3.818 0.000 3.817 3.819 - (ms)
4.0 - 2048 7 - 4.444 0.000 4.443 4.444 - (ms)
4.0 - 2048 8 - 5.068 0.001 5.067 5.070 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 110.764 0.022 110.731 110.796 - (ms)
4.0 - 2048 2 - 206.553 0.015 206.540 206.577 - (ms)
4.0 - 2048 3 - 363.447 0.057 363.395 363.579 - (ms)
4.0 - 2048 4 - 518.251 0.029 518.210 518.297 - (ms)
4.0 - 2048 5 - 712.789 0.025 712.756 712.825 - (ms)
4.0 - 2048 6 - 946.588 0.669 946.288 948.227 - (ms)
4.0 - 2048 7 - 1218.613 0.222 1218.468 1219.147 - (ms)
4.0 - 2048 8 - 1530.688 0.117 1530.588 1530.938 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.693 | 110.764 | 159.828 2.204
2 | 1.318 | 206.553 | 156.771 2.195
3 | 1.943 | 363.447 | 187.072 2.272
4 | 2.569 | 518.251 | 201.732 2.305
5 | 3.193 | 712.789 | 223.248 2.349
6 | 3.818 | 946.588 | 247.928 2.394
7 | 4.444 | 1218.613 | 274.235 2.438
8 | 5.068 | 1530.688 | 302.053 2.480
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 138.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 241 secs
Begin : 15:46:35
End : 15:50:36
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