| 1 | //===- InferTypeOpInterfaceTest.cpp - Unit Test for type interface --------===// |
| 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 | #include "mlir/Interfaces/InferTypeOpInterface.h" |
| 10 | #include "mlir/Dialect/Arith/IR/Arith.h" |
| 11 | #include "mlir/Dialect/Func/IR/FuncOps.h" |
| 12 | #include "mlir/IR/Builders.h" |
| 13 | #include "mlir/IR/BuiltinOps.h" |
| 14 | #include "mlir/IR/Dialect.h" |
| 15 | #include "mlir/IR/DialectImplementation.h" |
| 16 | #include "mlir/IR/ImplicitLocOpBuilder.h" |
| 17 | #include "mlir/IR/OpDefinition.h" |
| 18 | #include "mlir/IR/OpImplementation.h" |
| 19 | #include "mlir/Parser/Parser.h" |
| 20 | |
| 21 | #include <gtest/gtest.h> |
| 22 | |
| 23 | using namespace mlir; |
| 24 | |
| 25 | class ValueShapeRangeTest : public testing::Test { |
| 26 | protected: |
| 27 | void SetUp() override { |
| 28 | const char *ir = R"MLIR( |
| 29 | func.func @map(%arg : tensor<1xi64>) { |
| 30 | %0 = arith.constant dense<[10]> : tensor<1xi64> |
| 31 | %1 = arith.addi %arg, %0 : tensor<1xi64> |
| 32 | return |
| 33 | } |
| 34 | )MLIR" ; |
| 35 | |
| 36 | registry.insert<func::FuncDialect, arith::ArithDialect>(); |
| 37 | ctx.appendDialectRegistry(registry); |
| 38 | module = parseSourceString<ModuleOp>(ir, &ctx); |
| 39 | assert(module); |
| 40 | mapFn = cast<func::FuncOp>(module->front()); |
| 41 | } |
| 42 | |
| 43 | // Create ValueShapeRange on the arith.addi operation. |
| 44 | ValueShapeRange addiRange() { |
| 45 | auto &fnBody = mapFn.getBody(); |
| 46 | return std::next(fnBody.front().begin())->getOperands(); |
| 47 | } |
| 48 | |
| 49 | DialectRegistry registry; |
| 50 | MLIRContext ctx; |
| 51 | OwningOpRef<ModuleOp> module; |
| 52 | func::FuncOp mapFn; |
| 53 | }; |
| 54 | |
| 55 | TEST_F(ValueShapeRangeTest, ShapesFromValues) { |
| 56 | ValueShapeRange range = addiRange(); |
| 57 | |
| 58 | EXPECT_FALSE(range.getValueAsShape(0)); |
| 59 | ASSERT_TRUE(range.getValueAsShape(1)); |
| 60 | EXPECT_TRUE(range.getValueAsShape(1).hasRank()); |
| 61 | EXPECT_EQ(range.getValueAsShape(1).getRank(), 1); |
| 62 | EXPECT_EQ(range.getValueAsShape(1).getDimSize(0), 10); |
| 63 | EXPECT_EQ(range.getShape(1).getRank(), 1); |
| 64 | EXPECT_EQ(range.getShape(1).getDimSize(0), 1); |
| 65 | } |
| 66 | |
| 67 | TEST_F(ValueShapeRangeTest, MapValuesToShapes) { |
| 68 | ValueShapeRange range = addiRange(); |
| 69 | ShapedTypeComponents fixed(SmallVector<int64_t>{30}); |
| 70 | auto mapping = [&](Value val) -> ShapeAdaptor { |
| 71 | if (val == mapFn.getArgument(0)) |
| 72 | return &fixed; |
| 73 | return nullptr; |
| 74 | }; |
| 75 | range.setValueToShapeMapping(mapping); |
| 76 | |
| 77 | ASSERT_TRUE(range.getValueAsShape(0)); |
| 78 | EXPECT_TRUE(range.getValueAsShape(0).hasRank()); |
| 79 | EXPECT_EQ(range.getValueAsShape(0).getRank(), 1); |
| 80 | EXPECT_EQ(range.getValueAsShape(0).getDimSize(0), 30); |
| 81 | ASSERT_TRUE(range.getValueAsShape(1)); |
| 82 | EXPECT_TRUE(range.getValueAsShape(1).hasRank()); |
| 83 | EXPECT_EQ(range.getValueAsShape(1).getRank(), 1); |
| 84 | EXPECT_EQ(range.getValueAsShape(1).getDimSize(0), 10); |
| 85 | } |
| 86 | |
| 87 | TEST_F(ValueShapeRangeTest, SettingShapes) { |
| 88 | ShapedTypeComponents shape(SmallVector<int64_t>{10, 20}); |
| 89 | ValueShapeRange range = addiRange(); |
| 90 | auto mapping = [&](Value val) -> ShapeAdaptor { |
| 91 | if (val == mapFn.getArgument(0)) |
| 92 | return &shape; |
| 93 | return nullptr; |
| 94 | }; |
| 95 | range.setOperandShapeMapping(mapping); |
| 96 | |
| 97 | ASSERT_TRUE(range.getShape(0)); |
| 98 | EXPECT_EQ(range.getShape(0).getRank(), 2); |
| 99 | EXPECT_EQ(range.getShape(0).getDimSize(0), 10); |
| 100 | EXPECT_EQ(range.getShape(0).getDimSize(1), 20); |
| 101 | ASSERT_TRUE(range.getShape(1)); |
| 102 | EXPECT_EQ(range.getShape(1).getRank(), 1); |
| 103 | EXPECT_EQ(range.getShape(1).getDimSize(0), 1); |
| 104 | EXPECT_FALSE(range.getShape(2)); |
| 105 | } |
| 106 | |