inducer / inducer/arraycontext

Dealing with constants in `freeze`

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Dominant language
Python
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Description

Right now, I think we bake constants into the code no matter what, at considerable expense. (For example, we might recompile every time the time step changes.) Maybe defaulting the other way (replace every numerical constant with a variable) is better?

cc @kaushikcfd @matthiasdiener

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Research direction

Start by tracing the freeze implementation and how numerical constants are handled during code generation. Compare the current constant-baking behavior with replacing constants by variables, including the recompilation cost when the time step changes; done requires a decided strategy and corresponding validation.

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Assessment

Tech stack
python
Domain
performance
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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