by Mira Steinmetz | Jun 3, 2026 | 2026, News
New One-Page Overview: emmtrix Edge AI Compiler June 03, 2026 What happens between ONNX and target-aware C code? We have summarized the emmtrix Edge AI Compiler workflow in a compact one-page overview. It shows how AI models are transformed for embedded deployment...
by Mira Steinmetz | May 21, 2026 | 2026
Generic Code Rarely Uses Target Hardware Well emmtrix Tech PostsCategory: emmtrix Edge AI Compiler The same AI logic can behave very differently across embedded architectures. AURIX TC4x PPU, ARM Neon/SVE, RISC-V RVV, and x86 AVX expose different ways to use vector...
by Mira Steinmetz | May 20, 2026 | 2026
Memory Can Limit Edge AI Before Compute Does emmtrix Tech PostsCategory: emmtrix Edge AI Compiler In embedded AI deployment, runtime performance often gets most of the attention. But memory pressure can become the first practical bottleneck. As a first step,...
by Mira Steinmetz | May 19, 2026 | 2026
The Deployment Gap Starts After Model Export emmtrix Tech PostsCategory: emmtrix Edge AI Compiler A PyTorch, ONNX, or TensorFlow model may work well during development. But embedded deployment changes the conditions. The question is no longer only whether the model...
by Mira Steinmetz | May 12, 2026 | 2026, News
Supporting Fire Safety Education for Children in Karlsruhe May 12, 2026 Good preventive education needs material that is practical and easy to use. We recently supported a local fire safety education project for children in Karlsruhe. Published by K&L Verlag in...
