diff --git a/BENCHMARK.md b/BENCHMARK.md index 8b01ee6..4efa2be 100644 --- a/BENCHMARK.md +++ b/BENCHMARK.md @@ -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 ``` diff --git a/README.md b/README.md index c37dbdd..ae77c9a 100644 --- a/README.md +++ b/README.md @@ -73,16 +73,18 @@ the libraries (number of images per second, the higher - the better): | |albumentations
0.4.3|torchvision (Pillow-SIMD backend)
0.5.0|augmentor
0.2.8|solt
0.1.9| |----------------|:------------------------------------:|:-------------------------------------------------------:|:-------------------------------:|:--------------------------:| -|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).