Installation

pip install cupy-cuda11x==13.1.0 opencv-python-headless==4.9.0.80 onnx==1.16.0 onnxruntime-gpu==1.17.1 python-multipart pip install cupy-cuda11x opencv-python-headless onnx onnxruntime python-multipart

serve run app/configs/serve_config_cpu.yaml

serve run app/configs/serve_config_gpu.yaml

anyscale service deploy -f app/configs/service_config_cpu.yaml

anyscale service terminate --name=SwapFaceAPI-Service-Prod

locust -f app/test/locustfile.py

Example url call cpu

• DOWNLOAD_IMAGE OK 210.7ms 4.4%
• EXTRACT_FACES OK 354.5ms 7.4%
• DOWNLOAD_IMAGE OK 63.7ms 1.34%
• EXTRACT_FACES OK 352.3ms 7.4%
• SWAP_FACE OK 1771.1ms 37%
• EXTRACT_FACES OK 275.1ms 5.8%
• ENHANCE_FACE OK 1518.4ms 32%
• Total time: OK 4764.7ms 95%

curl -X POST "http://localhost:8000/swap_url2?face_filename=Reynold_Oramas.jpg"
-H "Content-Type: application/json"
-d '["samurai.png"]'