Explore changing using `with(tf$device())`
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Description
This is used in `calculate`
- (avoid indenting everything by 2 spaces)
- https://withr.r-lib.org/reference/with_options.html
- https://tensorflow.rstudio.com/guides/tensorflow/intro_to_graphs.html#using-tf_function
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