mlir/unittests/Dialect/BroadcastShapeTest.cpp

//===- BroadcastShapeTest.cpp - broadcasting shape unit tests -------------===//
//
// 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
//
//===----------------------------------------------------------------------===//

#include "mlir/Dialect/Traits.h"
#include "llvm/ADT/SmallVector.h"
#include "gmock/gmock.h"

using namespace mlir::OpTrait::util;

using llvm::SmallVector;
using ::testing::ElementsAre;

TEST(BroadcastShapeTest, CompatibleScalarAndScalar) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(getBroadcastedShape({}, {}, result));
  EXPECT_TRUE(result.empty());
}

TEST(BroadcastShapeTest, Compatible0DAnd1DTensor) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(getBroadcastedShape({}, {4}, result));
  EXPECT_THAT(result, ElementsAre(4));
}

TEST(BroadcastShapeTest, Compatible0DAnd3DTensor) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(getBroadcastedShape({}, {3, 5, 4}, result));
  EXPECT_THAT(result, ElementsAre(3, 5, 4));
}

TEST(BroadcastShapeTest, CompatibleTensorAndTensor) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(getBroadcastedShape({1, 7, 8, 9}, {8, 9}, result));
  EXPECT_THAT(result, ElementsAre(1, 7, 8, 9));
}

TEST(BroadcastShapeTest, InterleavingOnes) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(getBroadcastedShape({8, 1, 2, 1, 4}, {5, 1, 7, 1}, result));
  EXPECT_THAT(result, ElementsAre(8, 5, 2, 7, 4));
}

TEST(BroadcastShapeTest, InterleavingUnknowns) {
  SmallVector<int64_t, 4> result;
  ASSERT_TRUE(
      getBroadcastedShape({1, 2, -1, -1, -1}, {-1, -1, -1, 4, 1}, result));
  EXPECT_THAT(result, ElementsAre(-1, 2, -1, 4, -1));
}

TEST(BroadcastShapeTest, IncompatibleLowDim) {
  SmallVector<int64_t, 4> result;
  ASSERT_FALSE(getBroadcastedShape({4, 3, 5, 5}, {3, 5, 4}, result));
  EXPECT_TRUE(result.empty());
}

TEST(BroadcastShapeTest, IncompatibleMiddleDim) {
  SmallVector<int64_t, 4> result;
  ASSERT_FALSE(getBroadcastedShape({4, 3, 5, 5}, {3, 7, 5}, result));
  EXPECT_TRUE(result.empty());
}

TEST(BroadcastShapeTest, IncompatibleHighDim) {
  SmallVector<int64_t, 4> result;
  ASSERT_FALSE(getBroadcastedShape({3, 5, 5}, {4, 5, 5}, result));
  EXPECT_TRUE(result.empty());
}