> For the complete documentation index, see [llms.txt](https://doc.celantur.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://doc.celantur.com/sdk/troubleshooting.md).

# Troubleshooting

### Memory management

Too many images in the processing queue might cause out-of-memory error and terminate the SDK without error. Calling `get_result` will remove the image from the queue and thus reduce the memory consumption.

### Multiprocessing

In certain cases, e.g. using Cloud instances, the machine might become unresponsive, if more compute resources are used than specified. Each of [Architecture](/sdk/architecture.md#plugins) have their own way to configure multiprocessing.

For ONNX CPU plugin, you can [set the number of intra and outer threads](https://github.com/celantur/SDKExample/blob/main/inference_tinkering.cpp).