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Prototype dynamic shape inference lowering to HLO/IREE #35

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benvanik opened this issue Oct 13, 2019 · 2 comments
Closed

Prototype dynamic shape inference lowering to HLO/IREE #35

benvanik opened this issue Oct 13, 2019 · 2 comments
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@stellaraccident
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compiler/dialects Relating to the IREE compiler dialects (flow, hal, vm) enhancement ➕ New feature or request
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@benvanik
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This may be done for us as part of MLIR's tf2xla effort however we need to ensure what is produced lines up with what we need to perform symbolic shape calculation. Specifically, we want to be able to know which calculations are part of shape inference vs. general arithmetic and which values are shapes.
@benvanik benvanik added the enhancement ➕ New feature or request label Oct 13, 2019
@benvanik benvanik added this to the Dynamic Shapes milestone Oct 13, 2019
@benvanik benvanik added this to Ideas in Compiler Development via automation Oct 13, 2019
@stellaraccident stellaraccident self-assigned this Jan 17, 2020
@stellaraccident
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It's time to pick this up. I'll be enabling dynamic batch dims on one of our examples and chasing the issues down through the stack. In talking with Nicolas, this would be timely with respect to the Linalg/codegen work.

@benvanik benvanik moved this from Ideas to In progress in Compiler Development Mar 19, 2020
@benvanik benvanik added the compiler/dialects Relating to the IREE compiler dialects (flow, hal, vm) label Mar 19, 2020
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Closing since the prototype has been successful.

Compiler Development automation moved this from In progress to Done Apr 7, 2020
@GMNGeoffrey GMNGeoffrey mentioned this issue Mar 29, 2023
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@dpackwood dpackwood mentioned this issue Sep 8, 2023
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@gabeweisz gabeweisz mentioned this issue Mar 25, 2024
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@benvanik @stellaraccident