[Mlir-commits] [mlir] [mlir][ArmSME] Add test-lower-to-arm-sme pipeline (PR #81732)

[Benjamin Maxwell]

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+//===- TestLowerToArmSME.cpp - Test lowering to ArmSME as a sink pass -----===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This file implements a pass for testing the lowering to ArmSME as a
+// generally usable sink pass.
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Conversion/AffineToStandard/AffineToStandard.h"
+#include "mlir/Conversion/ArithToArmSME/ArithToArmSME.h"
+#include "mlir/Conversion/ArmSMEToLLVM/ArmSMEToLLVM.h"
+#include "mlir/Conversion/ArmSMEToSCF/ArmSMEToSCF.h"
+#include "mlir/Conversion/FuncToLLVM/ConvertFuncToLLVMPass.h"
+#include "mlir/Conversion/IndexToLLVM/IndexToLLVM.h"
+#include "mlir/Conversion/MathToLLVM/MathToLLVM.h"
+#include "mlir/Conversion/MemRefToLLVM/MemRefToLLVM.h"
+#include "mlir/Conversion/ReconcileUnrealizedCasts/ReconcileUnrealizedCasts.h"
+#include "mlir/Conversion/SCFToControlFlow/SCFToControlFlow.h"
+#include "mlir/Conversion/VectorToArmSME/VectorToArmSME.h"
+#include "mlir/Conversion/VectorToLLVM/ConvertVectorToLLVMPass.h"
+#include "mlir/Conversion/VectorToSCF/VectorToSCF.h"
+#include "mlir/Dialect/ArmSME/Transforms/Passes.h"
+#include "mlir/Dialect/ArmSVE/Transforms/Passes.h"
+#include "mlir/Dialect/Bufferization/Transforms/OneShotAnalysis.h"
+#include "mlir/Dialect/Bufferization/Transforms/Passes.h"
+#include "mlir/Dialect/Func/IR/FuncOps.h"
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "mlir/Dialect/Linalg/Passes.h"
+#include "mlir/Dialect/MemRef/Transforms/Passes.h"
+#include "mlir/Dialect/Vector/Transforms/Passes.h"
+#include "mlir/IR/DialectRegistry.h"
+#include "mlir/Pass/Pass.h"
+#include "mlir/Pass/PassManager.h"
+#include "mlir/Pass/PassOptions.h"
+#include "mlir/Transforms/Passes.h"
+
+using namespace mlir;
+
+namespace {
+struct TestLowerToArmSMEOptions
+    : public PassPipelineOptions<TestLowerToArmSMEOptions> {
+  PassOptions::Option<bool> fuseOuterProducts{
+      *this, "fuse-outer-products",
+      llvm::cl::desc("Fuse outer product operations via "
+                     "'-arm-sme-outer-product-fusion' pass"),
+      llvm::cl::init(true)};
+};
+
+void buildTestLowerToArmSME(OpPassManager &pm,
+                            const TestLowerToArmSMEOptions &options) {
+  // Lower 'vector.mask' operations.
+  pm.addPass(vector::createLowerVectorMaskPass());
+
+  // One shot bufferize. Convert ops with tensor semantics to ops with memref
+  // semantics in a single pass.
+  bufferization::OneShotBufferizationOptions bufferizationOptions;
+  bufferizationOptions.bufferizeFunctionBoundaries = true;
+  pm.addPass(bufferization::createOneShotBufferizePass(bufferizationOptions));
+
+  // Sprinkle some cleanups.
+  pm.addPass(createCanonicalizerPass());
+
+  // Legalize vector operations so they can be converted to ArmSME.
+  pm.addPass(arm_sme::createVectorLegalizationPass());
+
+  // Sprinkle some cleanups.
+  pm.addPass(createCanonicalizerPass());
+  pm.addPass(createCSEPass());
+
+  // Passes that convert operations on vectors to ArmSME operations.
+
+  // Convert Arith to ArmSME.
+  pm.addPass(createArithToArmSMEConversionPass());
+  // Convert Vector to ArmSME.
+  pm.addPass(createConvertVectorToArmSMEPass());
+
+  // Fuse outer products.
+  if (options.fuseOuterProducts)
+    pm.addPass(arm_sme::createOuterProductFusionPass());
+
+  // Convert operations on high-level vectors to loops.
+
+  // Convert ArmSME to SCF.
+  pm.addPass(createConvertArmSMEToSCFPass());
+  // Convert Vector to SCF.
+  pm.addPass(createConvertVectorToSCFPass());
----------------
MacDue wrote:

Enable full unroll here 

https://github.com/llvm/llvm-project/pull/81732