Description
ORT provides the foundations for inference for Adobe's audio and video products (Premiere Topaz Labs develops deep learning based image quality software for professional and hobbyist photographers, which means running on the user's desktop or laptop. ONNX is an essential part of our solution to producing consistent results while making the most of a variety of consumer hardware. This type of deployment poses unique challenges and opportunities. Some experiences in this task have driven us to adopt certain useful strategies, tools, and techniques. Others remain interesting avenues for future improvement.