Numericcal

Numericcal is a platform for deploying, optimizing, and managing deep neural network (DNN) models on edge devices, targeting enterprise and industrial process monitoring and optimization. It automatically runs multiple toolchains to find the best speed, power, and memory tradeoff for each model, and measures on-device performance across hardware platforms. The platform leverages both edge and cloud computing to process significantly more data than cloud-only solutions at a fraction of the cost. It also provides SDKs for integrating deep learning into production software and cloud analytics for monitoring deployed model behavior.