README.md

Running the benchmark

1. Install requirements

pip install -r requirements.txt

2. Prepare a directory with images
3. Run the benchmark

python benchmark.py --data-dir <path to directory with images> --images <number of images> --runs <number of runs> --print-package-versions

for example

python benchmark.py --data-dir '/hdd/ILSVRC2012_img_val' --images 2000 --runs 5 --print-package-versions

To use Pillow-SIMD instead of Pillow as a torchvision backend:

1. Uninstall Pillow

pip uninstall -y pillow

2. Install Pillow-SIMD

pip install pillow-simd