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 | Jan 16, 2026 | 2026
Obfuscation & Anonymization: Share Code Without Sharing Secrets emmtrix Tech PostsCategory: General Transformations Part of our transformation series in emmtrix Studio Why conceal source code?When code needs to be shared – for debugging, external analysis, or...
by Mira Steinmetz | Dec 17, 2025 | 2025, News
Making Incomplete C/C++ Code Linkable – Automatically emmtrix Tech PostsCategory: Engineering Enablement-Use Case In early development or integration phases, it’s common to face missing function definitions or global variables that block successful linking. This...