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Rethink the special-case for Elemwise/Blockwise InplaceOptimizer for "large graphs" #1515

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@ricardoV94

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@ricardoV94

Description

As brought up in #1494 it's odd to have a hard-coded 500 number at which we stop trying to inplace scalar graphs. We could consider:

  1. Remove this behavior and address underlying performance issues (if we can reproduce)
  2. Make it a config variable
  3. Make it more cleaver, not just scalar, but perhaps variable.size if that's statically known as well

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