optimize input-output alias

alibaba · Apr 16, 2024 · 300988c · 300988c
1 parent f160eb2
commit 300988c
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Showing 8 changed files with 262 additions and 24 deletions.
diff --git a/tao_compiler/mlir/disc/BUILD b/tao_compiler/mlir/disc/BUILD
@@ -2336,6 +2336,34 @@ cc_library(
     alwayslink = 1,
 )
 
+cc_library(
+    name = "disc_argsmutation_expand",
+    srcs = ["transforms/disc_argsmutation_expand.cc"],
+    hdrs = [
+        "transforms/passes.h",
+        "transforms/rewriters.h",
+    ],
+    deps = [
+        ":lmhlo_disc",
+        ":pass_details",
+        ":placement_utils",
+        ":shape_utils",
+        "@org_tensorflow//tensorflow/compiler/xla/mlir_hlo:lhlo",
+        "@llvm-project//llvm:Support",
+        "@llvm-project//mlir:FuncDialect",
+        "@llvm-project//mlir:IR",
+        "@llvm-project//mlir:MemRefDialect",
+        "@llvm-project//mlir:Pass",
+        "@llvm-project//mlir:ShapeDialect",
+        "@llvm-project//mlir:ShapeTransforms",
+        "@llvm-project//mlir:Support",
+        "@llvm-project//mlir:TensorDialect",
+        "@llvm-project//mlir:Transforms",
+        "@llvm-project//mlir:SCFDialect",
+    ],
+    alwayslink = 1,
+)
+
 cc_library(
     name = "all_passes",
     hdrs = [
@@ -2349,6 +2377,7 @@ cc_library(
         ":disc_dot_merge",
         ":disc_quantized_dot_merge",
         ":disc_algebraic_simplifier",
+        ":disc_argsmutation_expand",
         ":disc_assign_kernel_name",
         ":disc_assign_memory_space",
         ":disc_bf16_expansion",

diff --git a/tao_compiler/mlir/disc/disc_compiler.cc b/tao_compiler/mlir/disc/disc_compiler.cc
@@ -623,6 +623,8 @@ LogicalResult LowerHLOToLLVM(ModuleOp m, const DISCLoweringOptions& options) {
 
   pm.addNestedPass<FuncOp>(disc_ral::createLhloFusionInlinerPass());
 
+  pm.addPass(mhlo_disc::createDiscArgsMutationExpandPass());
+
   if (gpu_enabled) {
     // Lower dot fusion to CUDA.
     pm.addPass(disc_ral::createDiscCompIntensFusionToCUDASourcePass(

diff --git a/tao_compiler/mlir/disc/transforms/disc_argmutation_expand.cc b/tao_compiler/mlir/disc/transforms/disc_argmutation_expand.cc
@@ -0,0 +1,109 @@
+// Copyright 2021 The BladeDISC Authors. All rights reserved.
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// This file implements logic for lowering HLO DISC dialect to LHLO DISC
+// dialect.
+
+#include <algorithm>
+#include <cstdint>
+#include <fstream>
+#include <iostream>
+#include <string>
+#include <utility>
+#include <vector>
+
+#include "lhlo/IR/lhlo_ops.h"
+#include "llvm/Support/Debug.h"
+#include "mlir/Dialect/Arith/IR/Arith.h"
+#include "mlir/Dialect/Bufferization/IR/Bufferization.h"
+#include "mlir/Dialect/Bufferization/Transforms/Bufferize.h"
+#include "mlir/Dialect/Func/Transforms/FuncConversions.h"
+#include "mlir/Dialect/MemRef/IR/MemRef.h"
+#include "mlir/Dialect/Shape/IR/Shape.h"
+#include "mlir/Dialect/Shape/Transforms/Passes.h"
+#include "mlir/Dialect/Tensor/IR/Tensor.h"
+#include "mlir/IR/AffineMap.h"
+#include "mlir/IR/Attributes.h"
+#include "mlir/IR/Builders.h"
+#include "mlir/IR/BuiltinOps.h"
+#include "mlir/IR/BuiltinTypes.h"
+#include "mlir/IR/Location.h"
+#include "mlir/IR/MLIRContext.h"
+#include "mlir/IR/Operation.h"
+#include "mlir/IR/PatternMatch.h"
+#include "mlir/Pass/Pass.h"
+#include "mlir/Transforms/DialectConversion.h"
+#include "mlir/Transforms/GreedyPatternRewriteDriver.h"  // from @llvm-project
+#include "mlir/disc/IR/disc_shape_ops.h"
+#include "mlir/disc/IR/lhlo_disc_ops.h"
+#include "mlir/disc/transforms/PassDetail.h"
+#include "mlir/disc/transforms/placement_utils.h"
+#include "mlir/disc/transforms/rewriters.h"
+#include "mlir/disc/transforms/shape_utils.h"
+
+namespace mlir {
+using placement_utils::kDiscPlaceAssignment;
+using placement_utils::kGpu;
+
+namespace mhlo_disc {
+namespace {
+
+template <typename T>
+using BaseOpConversion = OpConversionPattern<T>;
+
+struct LhloDISCArgsMutationOpConverter
+    : public OpRewritePattern<lmhlo_disc::ArgsMutationOp> {
+  explicit LhloDISCArgsMutationOpConverter(MLIRContext* context)
+      : OpRewritePattern(context) {}
+  LogicalResult matchAndRewrite(lmhlo_disc::ArgsMutationOp lhloOp,
+                                PatternRewriter& rewriter) const override {
+    auto op = lhloOp.getOperation();
+    auto operands = op->getOperands();
+    // Value value = backtraceOperand<memref::ReinterpretCastOp>(operands[0]);
+    operands[0].replaceAllUsesWith(operands[1]);
+    rewriter.eraseOp(op);
+    return success();
+  }
+};
+
+struct DiscArgsMutationExpandPass
+    : public DiscArgsMutationExpandPassBase<DiscArgsMutationExpandPass> {
+  using DiscArgsMutationExpandPassBase<DiscArgsMutationExpandPass>::DiscArgsMutationExpandPassBase;
+
+  void getDependentDialects(DialectRegistry& registry) const override {
+    registry.insert<lmhlo_disc::LmhloDiscDialect, memref::MemRefDialect>();
+  }
+
+ public:
+  DiscArgsMutationExpandPass() = default;
+
+  void runOnOperation() override {
+    auto& context = getContext();
+    RewritePatternSet patterns(&context);
+    ConversionTarget target(context);
+    target.addLegalDialect<arith::ArithDialect, lmhlo_disc::LmhloDiscDialect,
+                           memref::MemRefDialect, shape::ShapeDialect,
+                           tensor::TensorDialect>();
+    target.addIllegalOp<lmhlo_disc::ArgsMutationOp>();
+    patterns.insert<LhloDISCArgsMutationOpConverter>(&context);
+    if (failed(
+            applyPatternsAndFoldGreedily(getOperation(), std::move(patterns))))
+      signalPassFailure();
+  }
+};
+}  // namespace
+
+std::unique_ptr<OperationPass<ModuleOp>>
+createDiscArgsMutationExpandPass() {
+  return std::make_unique<DiscArgsMutationExpandPass>();
+}
+}  // namespace mhlo_disc
+}  // namespace mlir
diff --git a/tao_compiler/mlir/disc/transforms/disc_argsmutation_expand.cc b/tao_compiler/mlir/disc/transforms/disc_argsmutation_expand.cc
@@ -0,0 +1,108 @@
+// Copyright 2021 The BladeDISC Authors. All rights reserved.
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// This file implements logic for lowering HLO DISC dialect to LHLO DISC
+// dialect.
+
+#include <algorithm>
+#include <cstdint>
+#include <fstream>
+#include <iostream>
+#include <string>
+#include <utility>
+#include <vector>
+
+#include "lhlo/IR/lhlo_ops.h"
+#include "llvm/Support/Debug.h"
+#include "mlir/Dialect/Arith/IR/Arith.h"
+#include "mlir/Dialect/Bufferization/IR/Bufferization.h"
+#include "mlir/Dialect/Bufferization/Transforms/Bufferize.h"
+#include "mlir/Dialect/Func/Transforms/FuncConversions.h"
+#include "mlir/Dialect/MemRef/IR/MemRef.h"
+#include "mlir/Dialect/Shape/IR/Shape.h"
+#include "mlir/Dialect/Shape/Transforms/Passes.h"
+#include "mlir/Dialect/Tensor/IR/Tensor.h"
+#include "mlir/IR/AffineMap.h"
+#include "mlir/IR/Attributes.h"
+#include "mlir/IR/Builders.h"
+#include "mlir/IR/BuiltinOps.h"
+#include "mlir/IR/BuiltinTypes.h"
+#include "mlir/IR/Location.h"
+#include "mlir/IR/MLIRContext.h"
+#include "mlir/IR/Operation.h"
+#include "mlir/IR/PatternMatch.h"
+#include "mlir/Pass/Pass.h"
+#include "mlir/Transforms/DialectConversion.h"
+#include "mlir/Transforms/GreedyPatternRewriteDriver.h"  // from @llvm-project
+#include "mlir/disc/IR/disc_shape_ops.h"
+#include "mlir/disc/IR/lhlo_disc_ops.h"
+#include "mlir/disc/transforms/PassDetail.h"
+#include "mlir/disc/transforms/placement_utils.h"
+#include "mlir/disc/transforms/rewriters.h"
+#include "mlir/disc/transforms/shape_utils.h"
+
+namespace mlir {
+using placement_utils::kDiscPlaceAssignment;
+using placement_utils::kGpu;
+
+namespace mhlo_disc {
+namespace {
+
+template <typename T>
+using BaseOpConversion = OpConversionPattern<T>;
+
+struct LhloDISCArgsMutationOpConverter
+    : public OpRewritePattern<lmhlo_disc::ArgsMutationOp> {
+  explicit LhloDISCArgsMutationOpConverter(MLIRContext* context)
+      : OpRewritePattern(context) {}
+  LogicalResult matchAndRewrite(lmhlo_disc::ArgsMutationOp lhloOp,
+                                PatternRewriter& rewriter) const override {
+    auto op = lhloOp.getOperation();
+    auto operands = op->getOperands();
+    operands[0].replaceAllUsesWith(operands[1]);
+    rewriter.eraseOp(op);
+    return success();
+  }
+};
+
+struct DiscArgsMutationExpandPass
+    : public DiscArgsMutationExpandPassBase<DiscArgsMutationExpandPass> {
+  using DiscArgsMutationExpandPassBase<DiscArgsMutationExpandPass>::DiscArgsMutationExpandPassBase;
+
+  void getDependentDialects(DialectRegistry& registry) const override {
+    registry.insert<lmhlo_disc::LmhloDiscDialect, memref::MemRefDialect>();
+  }
+
+ public:
+  DiscArgsMutationExpandPass() = default;
+
+  void runOnOperation() override {
+    auto& context = getContext();
+    RewritePatternSet patterns(&context);
+    ConversionTarget target(context);
+    target.addLegalDialect<arith::ArithDialect, lmhlo_disc::LmhloDiscDialect,
+                           memref::MemRefDialect, shape::ShapeDialect,
+                           tensor::TensorDialect>();
+    target.addIllegalOp<lmhlo_disc::ArgsMutationOp>();
+    patterns.insert<LhloDISCArgsMutationOpConverter>(&context);
+    if (failed(
+            applyPatternsAndFoldGreedily(getOperation(), std::move(patterns))))
+      signalPassFailure();
+  }
+};
+}  // namespace
+
+std::unique_ptr<OperationPass<ModuleOp>>
+createDiscArgsMutationExpandPass() {
+  return std::make_unique<DiscArgsMutationExpandPass>();
+}
+}  // namespace mhlo_disc
+}  // namespace mlir
diff --git a/tao_compiler/mlir/disc/transforms/disc_input_output_alias.cc b/tao_compiler/mlir/disc/transforms/disc_input_output_alias.cc
@@ -143,15 +143,14 @@ struct DiscInputOutputAliasPass
       }
       // DISC now only support one-hop buffer sharing.
       auto defineOp = outputs[outputs_index[i]].getDefiningOp();
-      for (const auto& value : defineOp->getOperands()) {
-        if (params[params_index[i]] == value) {
-          builder.setInsertionPointAfterValue(outputs[outputs_index[i]]);
-          builder.create<mhlo_disc::ArgsMutationOp>(main_func.getLoc(),
-                                                    outputs[outputs_index[i]],
-                                                    params[params_index[i]]);
-          break;
-        }
+      if (llvm::isa<mhlo::OptimizationBarrierOp>(defineOp)) {
+        continue;
       }
+
+      builder.setInsertionPointAfter(defineOp);
+      builder.create<mhlo_disc::ArgsMutationOp>(main_func.getLoc(),
+                                                outputs[outputs_index[i]],
+                                                params[params_index[i]]);
     }
   }
 };

diff --git a/tao_compiler/mlir/disc/transforms/disc_lhlo_rewriter.cc b/tao_compiler/mlir/disc/transforms/disc_lhlo_rewriter.cc
@@ -66,21 +66,6 @@ Value backtraceOperand(Value operand) {
   return operand;
 }
 
-struct LhloArgsMutationOpRewriter
-    : public OpRewritePattern<lmhlo_disc::ArgsMutationOp> {
-  explicit LhloArgsMutationOpRewriter(MLIRContext* context)
-      : OpRewritePattern(context) {}
-  LogicalResult matchAndRewrite(lmhlo_disc::ArgsMutationOp lhloOp,
-                                PatternRewriter& rewriter) const override {
-    auto op = lhloOp.getOperation();
-    auto operands = op->getOperands();
-    Value value = backtraceOperand<memref::ReinterpretCastOp>(operands[0]);
-    value.replaceAllUsesWith(operands[1]);
-    rewriter.eraseOp(op);
-    return success();
-  }
-};
-
 struct LhloConcatenateOpConverter
     : public OpRewritePattern<lmhlo::ConcatenateOp> {
   explicit LhloConcatenateOpConverter(MLIRContext* context)
@@ -195,7 +180,6 @@ struct DiscLhloRewriterPass
 
     patterns.insert<LhloConcatenateOpConverter>(&context);
     patterns.insert<LhloScatterOpConverter>(&context);
-    patterns.insert<LhloArgsMutationOpRewriter>(&context);
     if (failed(
             applyPatternsAndFoldGreedily(getOperation(), std::move(patterns))))
       signalPassFailure();

diff --git a/tao_compiler/mlir/disc/transforms/mhlo_disc_passes.td b/tao_compiler/mlir/disc/transforms/mhlo_disc_passes.td
@@ -29,3 +29,8 @@ def DiscOptimizationBarrierExpandPass : Pass<"disc-optimization-barrier-expand",
   let summary = "Expand OptimizationBarrierOp";
   let constructor = "createDiscOptimizationBarrierExpandPass()";
 }
+
+def DiscArgsMutationExpandPass : Pass<"disc-argsmutation-expand", "ModuleOp"> {
+  let summary = "Expand ArgsMutationOp";
+  let constructor = "createDiscArgsMutationExpandPass()";
+}
diff --git a/tao_compiler/mlir/disc/transforms/passes.h b/tao_compiler/mlir/disc/transforms/passes.h
@@ -343,6 +343,8 @@ std::unique_ptr<OperationPass<ModuleOp>> createDiscLhloRewriterPass();
 std::unique_ptr<OperationPass<ModuleOp>>
 createDiscOptimizationBarrierExpandPass();
 
+std::unique_ptr<OperationPass<ModuleOp>> createDiscArgsMutationExpandPass();
+
 }  // namespace mhlo_disc
 }  // namespace mlir