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if you want to play with AMD GPU accelerated machine learning try PlaidML https://github.com/plaidml/plaidml
Release notes on Github
I don't think ROCm officially supports any mobile GPU, and the iGPUs aren't enabled for HIP. If the laptop has dedicated graphics with a GPU explicitly listed as 'supported' here, then there's a chance it might work.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.