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# Accessing ONNX Examples

Users can get the example code after downloading and unzipping `amd_quark.zip` (referring to Installation Guide). The example folder is in amd_quark.zip.

> Directory Structure of the ZIP File:

>     + amd_quark.zip
>        + amd_quark.whl
>        + examples    # HERE IS THE EXAMPLES
>           + torch
>              + language_modeling
>              + diffusers
>              + ...
>           + onnx # HERE ARE THE ONNX EXAMPLES
>              + image_classification
>              + object_detection
>              + ...
>        + ...

## ONNX Examples in AMD Quark for This Release

Crypto Mode

- Quantizing a ResNet50 model in crypto mode

Ryzen AI Quantization

- Best Practice for Quantizing an Image Classification Model
- Best Practice for Quantizing an Object Detection Model