Code Generation

After training and evaluating a model, the subsequent step is code generation. This involves converting the assessed model into executable code, which can be further optimized and deployed on Edge device. By generating the code, the logic and functionality of the model are precisely captured, facilitating the next phases of development. This step is pivotal in transitioning theoretical models into practical and operational applications.

You can generate code for Infineon PSoC, Aurix, Traveo and various other boards, adhering to the ANSI C99 standard. Currently, we offer code optimization for microcontrollers (MCUs) and boards equipped with ARM Cortex-M and Cortex-A processors, utilizing the CMSIS DSP Library. Refer to the topics listed to learn how to generate code:

• Code Generation and Model Optimization for Infineon PSoC™ 6 and PSOC™ Edge boards
• Code Generation for Aurix, Traveo and Other Development Boards

Additionally, you can also optimize and generate code using Graph UX, to know more refer to Code Generation using Graph UX.