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Identify and lower library functions

Merged rarbore2 requested to merge egg into main
  • Add LibraryCall node for representing opaque library calls.
    • Integrate into collections analysis and GCM to properly track collection flow.
  • Add rewrite-math-expressions pass to rewrite einsum reductions into LibraryCall nodes.
  • Lower LibraryCall to functions in hercules_rt in RT backend.
  • Add wrapper for cublasSgemm.
  • Rewrite juno_matmul test on the GPU.
Edited by rarbore2

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