AI Tool: DRP-AI Translator

DRP-AI Translator is a tool that generates object code for AI from trained AI models, in ONNX format that is executable on Renesas' RZ/V series of MPUs.

It optimizes the graph structure of trained AI models and FP16 quantization to minimize memory accesses and enable highly efficient and fast AI model inference processing. Optionally, you can add pre- or post-processing required for AI, such as normalization and resizing. The added pre- and post-processing is processed by DRP at high speed.

You can easily generate object code that can be implemented on an evaluation board by simply specifying an ONNX file and running the DRP-AI translator on a Linux PC.

Features

The DRP-AI translator has the four features shown in the figure below.

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Conversion flow

The conversion flow with the DRP-AI translator is shown in the figure below.

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