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6 changes: 4 additions & 2 deletions latest/_sources/docs/source/quantization.md.txt
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Expand Up @@ -466,7 +466,7 @@ Intel(R) Neural Compressor support multi-framework: PyTorch, Tensorflow, ONNX Ru
<td align="left">IPEX</td>
<td align="left">OneDNN</td>
<td align="left">"ipex"</td>
<td align="left">cpu | gpu</td>
<td align="left">cpu | xpu</td>
</tr>
<tr>
<td rowspan="5" align="left">ONNX Runtime</td>
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```python
# run with IPEX on CPU
conf = PostTrainingQuantConfig(backend="ipex")
# run with IPEX on XPU
conf = PostTrainingQuantConfig(backend="ipex", device="xpu")
```
```python
# run with ONNXRT CUDAExecutionProvider on GPU
Expand All @@ -555,4 +557,4 @@ conf = PostTrainingQuantConfig(backend="itex", device="gpu")
## Examples

User could refer to [examples](https://github.com/intel/neural-compressor/blob/master/examples/README.html) on how to quantize a new model.
If user wants to quantize an onnx model with npu, please refer to this [example](../../examples/onnxrt/image_recognition/onnx_model_zoo/shufflenet/quantization/ptq_static/README.html).
If user wants to quantize an onnx model with npu, please refer to this [example](../../examples/onnxrt/image_recognition/onnx_model_zoo/shufflenet/quantization/ptq_static/README.html). If user wants to quantize a pytorch model with xpu, please refer to this [example](../../examples/pytorch/nlp/huggingface_models/question-answering/quantization/ptq_static/ipex/README.html).
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Expand Up @@ -146,7 +146,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
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