MLIR  19.0.0git
Passes.h
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1 //===-- Passes.h - TOSA optimization pass declarations ----------*- C++ -*-===//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 //
9 // This file declares the optimization passes for the TOSA Dialect in MLIR.
10 //
11 //===----------------------------------------------------------------------===//
12 
13 #ifndef MLIR_DIALECT_TOSA_TRANSFORMS_PASSES_H
14 #define MLIR_DIALECT_TOSA_TRANSFORMS_PASSES_H
15 
17 #include "mlir/Dialect/Tosa/Transforms/PassesEnums.h.inc"
18 #include "mlir/Pass/Pass.h"
19 
20 namespace mlir {
21 class TypeConverter;
22 namespace tosa {
23 
24 #define GEN_PASS_DECL
25 #include "mlir/Dialect/Tosa/Transforms/Passes.h.inc"
26 
27 // Expose Rewrite Functions that decompose TOSA Ops into further TOSA Ops.
28 // The rewrites can be selectively added to a conversion pass.
29 void populateTosaDecomposeConv2D(MLIRContext *ctx, RewritePatternSet &patterns);
30 void populateTosaDecomposeTransposeConv(MLIRContext *ctx,
31  RewritePatternSet &patterns);
32 void populateTosaDecomposeDepthwise(MLIRContext *ctx,
33  RewritePatternSet &patterns);
34 void populateTosaFoldConstantReciprocalPatterns(MLIRContext *ctx,
35  RewritePatternSet &patterns);
36 void populateTosaFoldConstantTransposePatterns(MLIRContext *ctx,
37  RewritePatternSet &patterns);
38 void populateTosaConstantReduction(MLIRContext *ctx,
39  RewritePatternSet &patterns,
40  bool aggressiveReduceConstant);
41 
42 void populateTosaTypeConversion(TypeConverter &converter);
43 
44 std::unique_ptr<Pass> createTosaLayerwiseConstantFoldPass();
45 std::unique_ptr<Pass> createTosaLayerwiseConstantFoldPass(
46  const TosaLayerwiseConstantFoldPassOptions &options);
47 std::unique_ptr<Pass> createTosaInferShapesPass();
48 std::unique_ptr<Pass> createTosaMakeBroadcastablePass();
49 std::unique_ptr<Pass> createTosaTestQuantUtilAPIPass();
50 std::unique_ptr<Pass> createTosaOptionalDecompositions();
51 
53  /// Validate if operations match for the given profile.
54  TosaProfileEnum profile = TosaProfileEnum::Undefined;
55  ValidationOptions &setProfile(TosaProfileEnum profile) {
56  this->profile = profile;
57  return *this;
58  }
59  /// Verify if the properties of certain operations align the spec requirement.
63  return *this;
64  }
65  /// Validate if operator parameters are within specfication for the given
66  /// level.
67  TosaLevelEnum level = TosaLevelEnum::EightK;
68  ValidationOptions &setLevel(TosaLevelEnum level) {
69  this->level = level;
70  return *this;
71  }
72 };
73 
74 #define GEN_PASS_REGISTRATION
75 #include "mlir/Dialect/Tosa/Transforms/Passes.h.inc"
76 
77 } // namespace tosa
78 } // namespace mlir
79 
80 #endif // MLIR_DIALECT_TOSA_TRANSFORMS_PASSES_H
static llvm::ManagedStatic< PassManagerOptions > options
std::unique_ptr< Pass > createTosaMakeBroadcastablePass()
void populateTosaDecomposeDepthwise(MLIRContext *ctx, RewritePatternSet &patterns)
void populateTosaDecomposeConv2D(MLIRContext *ctx, RewritePatternSet &patterns)
std::unique_ptr< Pass > createTosaTestQuantUtilAPIPass()
void populateTosaConstantReduction(MLIRContext *ctx, RewritePatternSet &patterns, bool aggressiveReduceConstant)
std::unique_ptr< Pass > createTosaOptionalDecompositions()
void populateTosaFoldConstantReciprocalPatterns(MLIRContext *ctx, RewritePatternSet &patterns)
void populateTosaTypeConversion(TypeConverter &converter)
void populateTosaDecomposeTransposeConv(MLIRContext *ctx, RewritePatternSet &patterns)
std::unique_ptr< Pass > createTosaLayerwiseConstantFoldPass()
std::unique_ptr< Pass > createTosaInferShapesPass()
void populateTosaFoldConstantTransposePatterns(MLIRContext *ctx, RewritePatternSet &patterns)
Include the generated interface declarations.
ValidationOptions & setProfile(TosaProfileEnum profile)
Definition: Passes.h:55
TosaLevelEnum level
Validate if operator parameters are within specfication for the given level.
Definition: Passes.h:67
bool strictOperationSpecAlignment
Verify if the properties of certain operations align the spec requirement.
Definition: Passes.h:60
ValidationOptions & setLevel(TosaLevelEnum level)
Definition: Passes.h:68
TosaProfileEnum profile
Validate if operations match for the given profile.
Definition: Passes.h:54
ValidationOptions & enableStrictOperationSpecAlignment(bool enable=true)
Definition: Passes.h:61