Python Examples

This directory contains Python examples demonstrating how to use the Python wrapper libraries for model compilation and inference with deep learning models on Texas Instruments devices.

Available Examples

Basic Example

The Basic Example demonstrates how to use ONNXRT, TFLiteRT, and TVMRT wrapper modules for model compilation and inference with TIDL acceleration. It provides a command-line interface to run model compilation and inference with various configuration options defined in config.yaml.

For detailed documentation, usage instructions, and command-line options, see the Basic Example README.

Utility Libraries

The utils directory contains utility functions and classes used by the examples:

• dataset_loader: Input data loading utilities for random data, image, .npz files, and .bin files

These utilities provide common functionality that can be reused across different examples.