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 + language_models + ... + ...
ONNX Examples in AMD Quark for This Release#
Improving Model Accuracy
- Block Floating Point (BFP)
- MX Formats
- Fast Finetune AdaRound
- Fast Finetune AdaQuant
- Cross-Layer Equalization (CLE)
- GPTQ
- Mixed Precision
- Smooth Quant
- QuaRot
- Auto-Search for General Yolov3 ONNX Model Quantization
- Auto-Search for Ryzen AI Yolo-nas ONNX Model Quantization
- Auto-Search for Ryzen AI Resnet50 ONNX Model Quantization
- Auto-Search for Ryzen AI Yolov3 ONNX Quantization with Custom Evalutor
Dynamic Quantization
Image Classification
Language Models
Weights-Only Quantization