/* Copyright 2021 The TensorFlow 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. ==============================================================================*/ #include "tensorflow/lite/kernels/shim/shape.h" #include namespace tflite { namespace shim { namespace { TEST(Shape, Eq) { EXPECT_TRUE(Shape({1, 2}) == Shape({1, 2})); // scalar EXPECT_TRUE(Shape(std::vector{}) == Shape(std::vector{})); // vector of size 1 EXPECT_TRUE(Shape({1}) == Shape({1})); // dim mismatch EXPECT_FALSE(Shape({1, 2, 1}) == Shape({1, 2})); // dim mismatch EXPECT_FALSE(Shape({1, 3}) == Shape({1, 2})); // unknown dim EXPECT_FALSE(Shape({3, -1, 2}) == Shape({3, -1, 2})); // two unknown ranks EXPECT_FALSE(Shape() == Shape()); // Unknown rank vs known shape EXPECT_FALSE(Shape({3, 4}) == Shape()); // scalar vs. vector of size 1 EXPECT_FALSE(Shape(std::vector{}) == Shape({1})); // unknown dim EXPECT_FALSE(Shape({1, -1}) == Shape({1, 2})); // same num elems EXPECT_FALSE(Shape({1, 2}) == Shape({2, 1})); } TEST(Shape, Compatible) { EXPECT_TRUE(Shape({1, 2}).Compatible(Shape({1, 2}))); // scalar EXPECT_TRUE(Shape(std::vector{}).Compatible(Shape(std::vector{}))); // vector of size 1 EXPECT_TRUE(Shape({1}).Compatible(Shape({1}))); // unknown dim EXPECT_TRUE(Shape({3, -1, 2}).Compatible(Shape({3, -1, 2}))); // dim mismatch EXPECT_FALSE(Shape({1, 2, 1}).Compatible(Shape({1, 2}))); // dim mismatch EXPECT_FALSE(Shape({1, 3}).Compatible(Shape({1, 2}))); // two unknown ranks EXPECT_TRUE(Shape().Compatible(Shape())); // Unknown rank vs known shape EXPECT_TRUE(Shape({3, 4}).Compatible(Shape())); // scalar vs. vector of size 1 EXPECT_FALSE(Shape(std::vector{}).Compatible(Shape({1}))); // unknown dim EXPECT_TRUE(Shape({1, -1}).Compatible(Shape({1, 2}))); // same num elems EXPECT_FALSE(Shape({1, 2}).Compatible(Shape({2, 1}))); } TEST(Shape, ToStr) { EXPECT_EQ("[ 1 2 ]", Shape({1, 2}).ToString()); EXPECT_EQ("[]", Shape({}).ToString()); EXPECT_EQ("?", Shape().ToString()); EXPECT_EQ("[ 1 2 3 ]", Shape({1, 2, 3}).ToString()); EXPECT_EQ("[ 2 ? 3 ]", Shape({2, -1, 3}).ToString()); } TEST(Shape, FullyDefined) { EXPECT_TRUE(Shape({}).FullyDefined()); EXPECT_FALSE(Shape().FullyDefined()); EXPECT_TRUE(Shape({1}).FullyDefined()); EXPECT_TRUE(Shape({1, 2}).FullyDefined()); EXPECT_FALSE(Shape({3, -1, 2}).FullyDefined()); EXPECT_FALSE(Shape({-1, -1}).FullyDefined()); } TEST(Shape, Dim) { EXPECT_EQ(-1, Shape().Dim(2)); EXPECT_EQ(3, Shape({2, 3}).Dim(1)); EXPECT_EQ(3, Shape({-1, 3}).Dim(1)); EXPECT_EQ(-1, Shape({-1, 3}).Dim(0)); } TEST(Shape, AddDims) { EXPECT_EQ(5, Shape::AddDims(3, 2)); EXPECT_EQ(-1, Shape::AddDims(-1, 2)); EXPECT_EQ(-1, Shape::AddDims(1, -2)); EXPECT_EQ(-1, Shape::AddDims(-1, -1)); } } // namespace } // namespace shim } // namespace tflite