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[mlir][spirv] Add conversion pass to rewrite splat constant composite… (#148910)
…s to replicated form This adds a new SPIR-V dialect-level conversion pass `ConversionToReplicatedConstantCompositePass`. This pass looks for splat composite `spirv.Constant` or `spirv.SpecConstantComposite` and rewrites them into `spirv.EXT.ConstantCompositeReplicate` or `spirv.EXT.SpecConstantCompositeReplicate`, respectively. --------- Signed-off-by: Mohammadreza Ameri Mahabadian <[email protected]>
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mlir/include/mlir/Dialect/SPIRV/Transforms/Passes.td

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@@ -77,4 +77,11 @@ def SPIRVWebGPUPreparePass : Pass<"spirv-webgpu-prepare", "spirv::ModuleOp"> {
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"and replacing with supported ones";
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}
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def SPIRVReplicatedConstantCompositePass
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: Pass<"spirv-promote-to-replicated-constants", "spirv::ModuleOp"> {
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let summary = "Convert splat composite constants and spec constants to "
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"corresponding replicated constant composite ops defined by "
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"SPV_EXT_replicated_composites";
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}
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#endif // MLIR_DIALECT_SPIRV_TRANSFORMS_PASSES

mlir/lib/Dialect/SPIRV/Transforms/CMakeLists.txt

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set(LLVM_OPTIONAL_SOURCES
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CanonicalizeGLPass.cpp
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ConvertToReplicatedConstantCompositePass.cpp
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DecorateCompositeTypeLayoutPass.cpp
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LowerABIAttributesPass.cpp
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RewriteInsertsPass.cpp
@@ -30,6 +31,7 @@ add_mlir_dialect_library(MLIRSPIRVConversion
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add_mlir_dialect_library(MLIRSPIRVTransforms
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CanonicalizeGLPass.cpp
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ConvertToReplicatedConstantCompositePass.cpp
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DecorateCompositeTypeLayoutPass.cpp
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LowerABIAttributesPass.cpp
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RewriteInsertsPass.cpp
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//===- ConvertToReplicatedConstantCompositePass.cpp -----------------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements a pass to convert a splat composite spirv.Constant and
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// spirv.SpecConstantComposite to spirv.EXT.ConstantCompositeReplicate and
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// spirv.EXT.SpecConstantCompositeReplicate respectively.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Dialect/SPIRV/IR/SPIRVOps.h"
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#include "mlir/Dialect/SPIRV/Transforms/Passes.h"
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#include "mlir/Transforms/WalkPatternRewriteDriver.h"
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namespace mlir::spirv {
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#define GEN_PASS_DEF_SPIRVREPLICATEDCONSTANTCOMPOSITEPASS
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#include "mlir/Dialect/SPIRV/Transforms/Passes.h.inc"
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namespace {
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static Type getArrayElemType(Attribute attr) {
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if (auto typedAttr = dyn_cast<TypedAttr>(attr)) {
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return typedAttr.getType();
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}
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if (auto arrayAttr = dyn_cast<ArrayAttr>(attr)) {
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return ArrayType::get(getArrayElemType(arrayAttr[0]), arrayAttr.size());
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}
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return nullptr;
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}
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static std::pair<Attribute, uint32_t>
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getSplatAttrAndNumElements(Attribute valueAttr, Type valueType) {
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auto compositeType = dyn_cast_or_null<spirv::CompositeType>(valueType);
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if (!compositeType)
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return {nullptr, 1};
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if (auto splatAttr = dyn_cast<SplatElementsAttr>(valueAttr)) {
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return {splatAttr.getSplatValue<Attribute>(), splatAttr.size()};
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}
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if (auto arrayAttr = dyn_cast<ArrayAttr>(valueAttr)) {
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if (llvm::all_equal(arrayAttr)) {
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Attribute attr = arrayAttr[0];
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uint32_t numElements = arrayAttr.size();
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// Find the inner-most splat value for array of composites
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auto [newAttr, newNumElements] =
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getSplatAttrAndNumElements(attr, getArrayElemType(attr));
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if (newAttr) {
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attr = newAttr;
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numElements *= newNumElements;
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}
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return {attr, numElements};
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}
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}
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return {nullptr, 1};
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}
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struct ConstantOpConversion final : OpRewritePattern<spirv::ConstantOp> {
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using OpRewritePattern::OpRewritePattern;
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LogicalResult matchAndRewrite(spirv::ConstantOp op,
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PatternRewriter &rewriter) const override {
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auto [attr, numElements] =
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getSplatAttrAndNumElements(op.getValue(), op.getType());
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if (!attr)
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return rewriter.notifyMatchFailure(op, "composite is not splat");
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if (numElements == 1)
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return rewriter.notifyMatchFailure(op,
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"composite has only one constituent");
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rewriter.replaceOpWithNewOp<spirv::EXTConstantCompositeReplicateOp>(
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op, op.getType(), attr);
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return success();
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}
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};
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struct SpecConstantCompositeOpConversion final
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: OpRewritePattern<spirv::SpecConstantCompositeOp> {
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using OpRewritePattern::OpRewritePattern;
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LogicalResult matchAndRewrite(spirv::SpecConstantCompositeOp op,
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PatternRewriter &rewriter) const override {
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auto compositeType = dyn_cast_or_null<spirv::CompositeType>(op.getType());
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if (!compositeType)
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return rewriter.notifyMatchFailure(op, "not a composite constant");
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ArrayAttr constituents = op.getConstituents();
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if (constituents.size() == 1)
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return rewriter.notifyMatchFailure(op,
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"composite has only one consituent");
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if (!llvm::all_equal(constituents))
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return rewriter.notifyMatchFailure(op, "composite is not splat");
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auto splatConstituent = dyn_cast<FlatSymbolRefAttr>(constituents[0]);
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if (!splatConstituent)
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return rewriter.notifyMatchFailure(
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op, "expected flat symbol reference for splat constituent");
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rewriter.replaceOpWithNewOp<spirv::EXTSpecConstantCompositeReplicateOp>(
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op, TypeAttr::get(op.getType()), op.getSymNameAttr(), splatConstituent);
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return success();
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}
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};
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struct ConvertToReplicatedConstantCompositePass final
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: spirv::impl::SPIRVReplicatedConstantCompositePassBase<
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ConvertToReplicatedConstantCompositePass> {
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void runOnOperation() override {
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MLIRContext *context = &getContext();
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RewritePatternSet patterns(context);
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patterns.add<ConstantOpConversion, SpecConstantCompositeOpConversion>(
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context);
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walkAndApplyPatterns(getOperation(), std::move(patterns));
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}
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};
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} // namespace
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} // namespace mlir::spirv

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