Accessing PyTorch Examples

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

Directory Structure of the ZIP File:

+ quark.zip
   + amd_quark.whl
   + examples
      + torch    # HERE ARE THE PYTORCH EXAMPLES
         + language_modeling
         + diffusers
         + ...
      + onnx
         + image_classification
         + language_models
         + ...
   + ...

PyTorch Examples in Quark for This Release

• Diffusion Model Quantization
• AMD Quark Extension for Brevitas Integration
• Integration with AMD Pytorch-light (APL)
• Language Model Pruning
• Language Model PTQ
• Language Model QAT
• Language Model Evaluation
• Vision Model Quantization using FX Graph Mode