How to connect Apple GPU to Jupyter Notebook?

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Currently, I am on Macbook pro M2 pro system. I want to set my jupyter notebook runtime on GPU cores rather than CPU cores. Since, I am working on ML Projects (using scikit-learn). ANy ides how to set the runtime to GPU clusters.

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