//===- 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 result; ASSERT_TRUE(getBroadcastedShape({}, {}, result)); EXPECT_TRUE(result.empty()); } TEST(BroadcastShapeTest, Compatible0DAnd1DTensor) { SmallVector result; ASSERT_TRUE(getBroadcastedShape({}, {4}, result)); EXPECT_THAT(result, ElementsAre(4)); } TEST(BroadcastShapeTest, Compatible0DAnd3DTensor) { SmallVector result; ASSERT_TRUE(getBroadcastedShape({}, {3, 5, 4}, result)); EXPECT_THAT(result, ElementsAre(3, 5, 4)); } TEST(BroadcastShapeTest, CompatibleTensorAndTensor) { SmallVector result; ASSERT_TRUE(getBroadcastedShape({1, 7, 8, 9}, {8, 9}, result)); EXPECT_THAT(result, ElementsAre(1, 7, 8, 9)); } TEST(BroadcastShapeTest, InterleavingOnes) { SmallVector 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 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 result; ASSERT_FALSE(getBroadcastedShape({4, 3, 5, 5}, {3, 5, 4}, result)); EXPECT_TRUE(result.empty()); } TEST(BroadcastShapeTest, IncompatibleMiddleDim) { SmallVector result; ASSERT_FALSE(getBroadcastedShape({4, 3, 5, 5}, {3, 7, 5}, result)); EXPECT_TRUE(result.empty()); } TEST(BroadcastShapeTest, IncompatibleHighDim) { SmallVector result; ASSERT_FALSE(getBroadcastedShape({3, 5, 5}, {4, 5, 5}, result)); EXPECT_TRUE(result.empty()); }