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Docs #2

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@nicola-bastianello

WIP todo list for the docs (from my comments in #1 )

  • illustrate how to run the benchmarks and interpret the results (especially how to run them with compiled and uncompiled versions)
  • discussion about TF eager tensors being immutable, and round-trip through numpy (see tensorflow_backend)
  • dev: "Its important that the enum values correspond to the folder names of the backends" in types.py
  • we should probably find a way to divide the interop api in different pages, each collecting a category of functions (math, linalg, rng, etc). we can discuss the best division

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