EnzymeAD / EnzymeAD/Enzyme-JAX

More wrap rotate fixups

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Dominant language
MLIR
Stars
131
Forks
53
Avg merge
1d 10h
Merged PRs (30d)
193

Description

```
%685 = stablehlo.slice %arg20 [8:12, 8:6136, 8:12280] : (tensor<20x6144x12288xf32>) -> tensor<4x6128x12272xf32> loc(#loc4553)
%1235 = "enzymexla.rotate"(%685) <{amount = 2 : si32, dimension = 2 : si32}> : (tensor<4x6128x12272xf32>) -> tensor<4x6128x12272xf32> loc(#loc3774)
%1635 = stablehlo.slice %arg20 [8:12, 8:6136, 10:11] : (tensor<20x6144x12288xf32>) -> tensor<4x6128x1xf32> loc(#loc2576)
%1636 = stablehlo.concatenate %1235, %1635, dim = 2 : (tensor<4x6128x12272xf32>, tensor<4x6128x1xf32>) -> tensor<4x6128x12273xf32> loc(#loc2576)
```

```
%22 = stablehlo.slice %15 [8:12, 8:6136, 12269:12270] : (tensor<20x6144x12272xf32>) -> tensor<4x6128x1xf32> loc(#loc3742)
%23 = stablehlo.slice %15 [8:12, 8:6136, 0:12272] : (tensor<20x6144x12272xf32>) -> tensor<4x6128x12272xf32> loc(#loc3742)

%648 = "enzymexla.rotate"(%23) <{amount = 12270 : si32, dimension = 2 : si32}> : (tensor<4x6128x12272xf32>) -> tensor<4x6128x12272xf32> loc(#loc3742)
%1847 = stablehlo.concatenate %22, %648, dim = 2 : (tensor<4x6128x1xf32>, tensor<4x6128x12272xf32>) -> tensor<4x6128x12273xf32> loc(#loc3603)
```

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by tracing the wrap and rotate handling for the shown StableHLO slices, enzymexla.rotate operations, and concatenates. Compare both examples to identify the missing fixup behavior; done means the affected rotate cases produce the intended concatenated shapes and have regression coverage.

Written by the indexing model from the issue text.

Assessment

Domain
compilers
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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