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new benchamrk values (deterministic mode)
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@lext
lext committed Mar 14, 2020
1 parent 2f22cf9 commit 770e397
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2 changes: 1 addition & 1 deletion BENCHMARK.md
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Expand Up @@ -12,5 +12,5 @@ conda env create -f benchmark/augbench.yaml
conda activate augbench
pip install git+https://github.com/MIPT-Oulu/solt@master#egg-name=solt
pip install -e benchmark
python -u -m augbench.benchmark -i 500
python -u -m augbench.benchmark -i 500 -r 20 --deterministic --markdown
```
22 changes: 12 additions & 10 deletions README.md
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Expand Up @@ -73,16 +73,18 @@ the libraries (number of images per second, the higher - the better):

| |albumentations<br><small>0.4.3</small>|torchvision (Pillow-SIMD backend)<br><small>0.5.0</small>|augmentor<br><small>0.2.8</small>|solt<br><small>0.1.9</small>|
|----------------|:------------------------------------:|:-------------------------------------------------------:|:-------------------------------:|:--------------------------:|
|HorizontalFlip | 2229 | 2199 | 2191 | **3582** |
|VerticalFlip | 2414 | 2231 | 2240 | **3830** |
|RotateAny | 1463 | 1344 | 657 | **2013** |
|Crop224 | 2627 | 3035 | 3036 | **4310** |
|Crop128 | 5456 | 5859 | 5769 | **7305** |
|Crop64 | 9365 | 9259 | 9067 | **10387** |
|Crop32 | 11803 | 10899 | 10704 | **12480** |
|Pad300 | 1635 | 87 | - | **3512** |
|VHFlipRotateCrop| 1557 | 1733 | 673 | **1911** |
|HFlipCrop | 2395 | 2923 | 2904 | **3540** |
|HorizontalFlip | 2253 | 2549 | 2561 | **3530** |
|VerticalFlip | 2380 | 2557 | 2572 | **3740** |
|RotateAny | 1479 | 1389 | 670 | **2070** |
|Crop224 | 2566 | 1966 | 1981 | **4281** |
|Crop128 | 5467 | 5738 | 5720 | **7186** |
|Crop64 | 9285 | 9112 | 9049 | **10345** |
|Crop32 | 11979 | 10550 | 10607 | **12348** |
|Pad300 | 1642 | 109 | - | **2631** |
|VHFlipRotateCrop| 1574 | 1334 | 616 | **1889** |
|HFlipCrop | 2391 | 1943 | 1917 | **3572** |

Python and library versions: Python 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0], numpy 1.18.1, pillow-simd 7.0.0.post3, opencv-python 4.2.0.32, scikit-image 0.16.2, scipy 1.4.1.

The code was run on AMD Threadripper 1900. Please find the details about the benchmark [here](BENCHMARK.md).

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