rewrite test helper#2103
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ricardoV94 wants to merge 2 commits intopymc-devs:mainfrom
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Provides RewriteTester class and rewrite_test factory that clone a graph, apply rewrites to the clone, and offer structural/numerical assertions without compiling full-mode functions.
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This PR adds a helper to streamline our rewrite tests, according to what I these days feel is the best strategy:
For instance, the test in #2101 would look like:
I really don't like op counts, because it can miss stuff like AdvancedSubtensor become AdvancedSubtensor1, or Blockwise(Dot) become Dot, or Gemm, and it seems like we are optimizing stuff when we are not. Still I added the helpers to count ops...
The main goal though is to reduce friction / have a baseline for contributions