--num_images_per_prompt 1 `# number of images to generate per prompt, defaults to 1` \
--auto_cast matmul `# cast only matrix multiplication operations` \
--auto_cast_type bf16 `# cast operations from FP32 to BF16` \
sd_neuron_xl/
```  
Now generate some images with the pre-compiled SDXL model.  
```python
>>> from optimum.neuron import NeuronStableDiffusionXLPipeline