by Mira Steinmetz | Jun 30, 2026 | 2026, News
ONNX Community Meetup 2026: Lessons Learned Building an ONNX-to-C Compiler June 30, 2026 The recording of Dr. Timo Stripf’s presentation at the ONNX Community Meetup 2026 is now available on YouTube. The talk shares lessons learned from building an ahead-of-time...
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...
