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[mlir][MemRef] Add ExtractStridedMetadataOpCollapseShapeFolder #89954
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| Original file line number | Diff line number | Diff line change |
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@@ -550,6 +550,78 @@ getCollapsedStride(memref::CollapseShapeOp collapseShape, OpBuilder &builder, | |
| return {makeComposedFoldedAffineMin(builder, collapseShape.getLoc(), minMap, | ||
| groupStrides)}; | ||
| } | ||
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| template <typename ReassociativeReshapeLikeOp, | ||
| SmallVector<OpFoldResult> (*getReshapedSizes)( | ||
| ReassociativeReshapeLikeOp, OpBuilder &, | ||
| ArrayRef<OpFoldResult> /*origSizes*/, unsigned /*groupId*/), | ||
| SmallVector<OpFoldResult> (*getReshapedStrides)( | ||
| ReassociativeReshapeLikeOp, OpBuilder &, | ||
| ArrayRef<OpFoldResult> /*origSizes*/, | ||
| ArrayRef<OpFoldResult> /*origStrides*/, unsigned /*groupId*/)> | ||
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| static FailureOr<StridedMetadata> | ||
| resolveReshapeStridedMetadata(RewriterBase &rewriter, | ||
| ReassociativeReshapeLikeOp reshape) { | ||
| // Build a plain extract_strided_metadata(memref) from | ||
| // extract_strided_metadata(reassociative_reshape_like(memref)). | ||
| Location origLoc = reshape.getLoc(); | ||
| Value source = reshape.getSrc(); | ||
| auto sourceType = cast<MemRefType>(source.getType()); | ||
| unsigned sourceRank = sourceType.getRank(); | ||
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| auto newExtractStridedMetadata = | ||
| rewriter.create<memref::ExtractStridedMetadataOp>(origLoc, source); | ||
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| // Collect statically known information. | ||
| auto [strides, offset] = getStridesAndOffset(sourceType); | ||
| MemRefType reshapeType = reshape.getResultType(); | ||
| unsigned reshapeRank = reshapeType.getRank(); | ||
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| OpFoldResult offsetOfr = | ||
| ShapedType::isDynamic(offset) | ||
| ? getAsOpFoldResult(newExtractStridedMetadata.getOffset()) | ||
| : rewriter.getIndexAttr(offset); | ||
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| // Get the special case of 0-D out of the way. | ||
| if (sourceRank == 0) { | ||
| SmallVector<OpFoldResult> ones(reshapeRank, rewriter.getIndexAttr(1)); | ||
| return StridedMetadata{newExtractStridedMetadata.getBaseBuffer(), offsetOfr, | ||
| /*sizes=*/ones, /*strides=*/ones}; | ||
| } | ||
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| SmallVector<OpFoldResult> finalSizes; | ||
| finalSizes.reserve(reshapeRank); | ||
| SmallVector<OpFoldResult> finalStrides; | ||
| finalStrides.reserve(reshapeRank); | ||
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| // Compute the reshaped strides and sizes from the base strides and sizes. | ||
| SmallVector<OpFoldResult> origSizes = | ||
| getAsOpFoldResult(newExtractStridedMetadata.getSizes()); | ||
| SmallVector<OpFoldResult> origStrides = | ||
| getAsOpFoldResult(newExtractStridedMetadata.getStrides()); | ||
| unsigned idx = 0, endIdx = reshape.getReassociationIndices().size(); | ||
| for (; idx != endIdx; ++idx) { | ||
| SmallVector<OpFoldResult> reshapedSizes = | ||
| getReshapedSizes(reshape, rewriter, origSizes, /*groupId=*/idx); | ||
| SmallVector<OpFoldResult> reshapedStrides = getReshapedStrides( | ||
| reshape, rewriter, origSizes, origStrides, /*groupId=*/idx); | ||
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| unsigned groupSize = reshapedSizes.size(); | ||
| for (unsigned i = 0; i < groupSize; ++i) { | ||
| finalSizes.push_back(reshapedSizes[i]); | ||
| finalStrides.push_back(reshapedStrides[i]); | ||
| } | ||
| } | ||
| assert(((isa<memref::ExpandShapeOp>(reshape) && idx == sourceRank) || | ||
| (isa<memref::CollapseShapeOp>(reshape) && idx == reshapeRank)) && | ||
| "We should have visited all the input dimensions"); | ||
| assert(finalSizes.size() == reshapeRank && | ||
| "We should have populated all the values"); | ||
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| return StridedMetadata{newExtractStridedMetadata.getBaseBuffer(), offsetOfr, | ||
| finalSizes, finalStrides}; | ||
| } | ||
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| /// Replace `baseBuffer, offset, sizes, strides = | ||
| /// extract_strided_metadata(reshapeLike(memref))` | ||
| /// With | ||
|
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@@ -580,68 +652,66 @@ struct ReshapeFolder : public OpRewritePattern<ReassociativeReshapeLikeOp> { | |
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| LogicalResult matchAndRewrite(ReassociativeReshapeLikeOp reshape, | ||
| PatternRewriter &rewriter) const override { | ||
| // Build a plain extract_strided_metadata(memref) from | ||
| // extract_strided_metadata(reassociative_reshape_like(memref)). | ||
| Location origLoc = reshape.getLoc(); | ||
| Value source = reshape.getSrc(); | ||
| auto sourceType = cast<MemRefType>(source.getType()); | ||
| unsigned sourceRank = sourceType.getRank(); | ||
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| auto newExtractStridedMetadata = | ||
| rewriter.create<memref::ExtractStridedMetadataOp>(origLoc, source); | ||
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| // Collect statically known information. | ||
| auto [strides, offset] = getStridesAndOffset(sourceType); | ||
| MemRefType reshapeType = reshape.getResultType(); | ||
| unsigned reshapeRank = reshapeType.getRank(); | ||
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| OpFoldResult offsetOfr = | ||
| ShapedType::isDynamic(offset) | ||
| ? getAsOpFoldResult(newExtractStridedMetadata.getOffset()) | ||
| : rewriter.getIndexAttr(offset); | ||
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| // Get the special case of 0-D out of the way. | ||
| if (sourceRank == 0) { | ||
| SmallVector<OpFoldResult> ones(reshapeRank, rewriter.getIndexAttr(1)); | ||
| auto memrefDesc = rewriter.create<memref::ReinterpretCastOp>( | ||
| origLoc, reshapeType, newExtractStridedMetadata.getBaseBuffer(), | ||
| offsetOfr, /*sizes=*/ones, /*strides=*/ones); | ||
| rewriter.replaceOp(reshape, memrefDesc.getResult()); | ||
| return success(); | ||
| FailureOr<StridedMetadata> stridedMetadata = | ||
| resolveReshapeStridedMetadata<ReassociativeReshapeLikeOp, | ||
| getReshapedSizes, getReshapedStrides>( | ||
| rewriter, reshape); | ||
| if (failed(stridedMetadata)) { | ||
| return rewriter.notifyMatchFailure(reshape, | ||
| "failed to resolve reshape metadata"); | ||
| } | ||
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| SmallVector<OpFoldResult> finalSizes; | ||
| finalSizes.reserve(reshapeRank); | ||
| SmallVector<OpFoldResult> finalStrides; | ||
| finalStrides.reserve(reshapeRank); | ||
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| // Compute the reshaped strides and sizes from the base strides and sizes. | ||
| SmallVector<OpFoldResult> origSizes = | ||
| getAsOpFoldResult(newExtractStridedMetadata.getSizes()); | ||
| SmallVector<OpFoldResult> origStrides = | ||
| getAsOpFoldResult(newExtractStridedMetadata.getStrides()); | ||
| unsigned idx = 0, endIdx = reshape.getReassociationIndices().size(); | ||
| for (; idx != endIdx; ++idx) { | ||
| SmallVector<OpFoldResult> reshapedSizes = | ||
| getReshapedSizes(reshape, rewriter, origSizes, /*groupId=*/idx); | ||
| SmallVector<OpFoldResult> reshapedStrides = getReshapedStrides( | ||
| reshape, rewriter, origSizes, origStrides, /*groupId=*/idx); | ||
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| unsigned groupSize = reshapedSizes.size(); | ||
| for (unsigned i = 0; i < groupSize; ++i) { | ||
| finalSizes.push_back(reshapedSizes[i]); | ||
| finalStrides.push_back(reshapedStrides[i]); | ||
| } | ||
| rewriter.replaceOpWithNewOp<memref::ReinterpretCastOp>( | ||
| reshape, reshape.getType(), stridedMetadata->basePtr, | ||
| stridedMetadata->offset, stridedMetadata->sizes, | ||
| stridedMetadata->strides); | ||
| return success(); | ||
| } | ||
| }; | ||
|
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| /// Pattern to replace `extract_strided_metadata(collapse_shape)` | ||
| /// With | ||
| /// | ||
| /// \verbatim | ||
| /// baseBuffer, baseOffset, baseSizes, baseStrides = | ||
| /// extract_strided_metadata(memref) | ||
| /// strides#i = baseStrides#i * subSizes#i | ||
| /// offset = baseOffset + sum(subOffset#i * baseStrides#i) | ||
| /// sizes = subSizes | ||
| /// \verbatim | ||
| /// | ||
| /// with `baseBuffer`, `offset`, `sizes` and `strides` being | ||
| /// the replacements for the original `extract_strided_metadata`. | ||
| struct ExtractStridedMetadataOpCollapseShapeFolder | ||
| : OpRewritePattern<memref::ExtractStridedMetadataOp> { | ||
| using OpRewritePattern::OpRewritePattern; | ||
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| LogicalResult matchAndRewrite(memref::ExtractStridedMetadataOp op, | ||
| PatternRewriter &rewriter) const override { | ||
| auto collapseShapeOp = | ||
| op.getSource().getDefiningOp<memref::CollapseShapeOp>(); | ||
| if (!collapseShapeOp) | ||
| return failure(); | ||
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| FailureOr<StridedMetadata> stridedMetadata = | ||
| resolveReshapeStridedMetadata<memref::CollapseShapeOp, getCollapsedSize, | ||
| getCollapsedStride>(rewriter, | ||
| collapseShapeOp); | ||
| if (failed(stridedMetadata)) { | ||
| return rewriter.notifyMatchFailure( | ||
| op, "failed to resolve metadata in terms of source collapse_shape op"); | ||
| } | ||
| assert(((isa<memref::ExpandShapeOp>(reshape) && idx == sourceRank) || | ||
| (isa<memref::CollapseShapeOp>(reshape) && idx == reshapeRank)) && | ||
| "We should have visited all the input dimensions"); | ||
| assert(finalSizes.size() == reshapeRank && | ||
| "We should have populated all the values"); | ||
| auto memrefDesc = rewriter.create<memref::ReinterpretCastOp>( | ||
| origLoc, reshapeType, newExtractStridedMetadata.getBaseBuffer(), | ||
| offsetOfr, finalSizes, finalStrides); | ||
| rewriter.replaceOp(reshape, memrefDesc.getResult()); | ||
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| Location loc = collapseShapeOp.getLoc(); | ||
| SmallVector<Value> results; | ||
| results.push_back(stridedMetadata->basePtr); | ||
| results.push_back(getValueOrCreateConstantIndexOp(rewriter, loc, | ||
| stridedMetadata->offset)); | ||
| results.append( | ||
| getValueOrCreateConstantIndexOp(rewriter, loc, stridedMetadata->sizes)); | ||
| results.append(getValueOrCreateConstantIndexOp(rewriter, loc, | ||
| stridedMetadata->strides)); | ||
| rewriter.replaceOp(op, results); | ||
| return success(); | ||
| } | ||
| }; | ||
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@@ -1030,6 +1100,7 @@ void memref::populateResolveExtractStridedMetadataPatterns( | |
| RewritePatternSet &patterns) { | ||
| patterns.add<ExtractStridedMetadataOpAllocFolder<memref::AllocOp>, | ||
| ExtractStridedMetadataOpAllocFolder<memref::AllocaOp>, | ||
| ExtractStridedMetadataOpCollapseShapeFolder, | ||
| ExtractStridedMetadataOpGetGlobalFolder, | ||
| ExtractStridedMetadataOpSubviewFolder, | ||
| RewriteExtractAlignedPointerAsIndexOfViewLikeOp, | ||
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Could you move the comment explaining what this does?