[REFACTOR] Reduce walltime of examples
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not urgent
- Dominant language
- Python
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Description
Currently, the examples are all searching for 5 minutes which I think for the datasets we use is too long. Especially for the purpose of demonstrating the functionality of AutoPyTorch, I think its a bit excessive. We should reduce it to 100 seconds for each search as this will also greatly reduce the time it takes to pass the `build-and-deploy` check for each PR. Its not urgent but it will be useful.
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