Google AI Edge Portal: On-device machine learning testing at scale

Today, we're excited to announce Google AI Edge Portal in private preview, Google Cloud’s new solution for testing and benchmarking on-device machine learning (ML) at scale. 

Machine learning on mobile devices enables amazing app experiences. But how will your model truly perform across the vast, diverse, and ever-changing landscape of mobile devices? Manually testing at scale – across hundreds of device types – is a laborious task that often requires a dedicated device lab. It’s slow, prohibitively expensive, and often out of reach to most developers, leaving you guessing about performance on users’ devices and risking delivering a subpar user experience.

Google AI Edge Portal solves the above challenges, enabling you to benchmark LiteRT models so you can find the best configuration for large-scale deployment of ML models across devices. Now, you can:  

• Simplify & accelerate testing cycles across the diverse hardware landscape: Effortlessly assess model performance across hundreds ...