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better transpose pattern and cleanup
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NiccoloN
2026-06-03 12:26:31 +02:00
parent 636310d0cb
commit 0a5e73c3ea
8 changed files with 75 additions and 165 deletions
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src/PIM/Conversion/ONNXToSpatial/Patterns/NN/Softmax.cpp
+8 -2
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@@ -137,11 +137,17 @@ struct SoftmaxToSpatialCompute : OpConversionPattern<ONNXSoftmaxOp> {
auto transposedType = RankedTensorType::get(
permuteShape(inputType.getShape(), permutation), inputType.getElementType(), inputType.getEncoding());
Value transposedInput = transposeMaybeInCompute(input, transposedType, permutation, rewriter, softmaxOp.getLoc());
Value transposedInput =
ONNXTransposeOp::create(
rewriter, softmaxOp.getLoc(), transposedType, input, rewriter.getI64ArrayAttr(permutation))
.getResult();
auto transposedResult = createLoopSoftmaxCompute(transposedInput, rewriter, softmaxOp.getLoc());
if (failed(transposedResult))
return failure();
result = transposeMaybeInCompute(*transposedResult, inputType, inversePermutation, rewriter, softmaxOp.getLoc());
result =
ONNXTransposeOp::create(
rewriter, softmaxOp.getLoc(), inputType, *transposedResult, rewriter.getI64ArrayAttr(inversePermutation))
.getResult();
}
rewriter.replaceOp(softmaxOp, result);