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Diffstat (limited to 'compiler/loco/src/Service/ShapeInference.test.cpp')
-rw-r--r-- | compiler/loco/src/Service/ShapeInference.test.cpp | 87 |
1 files changed, 87 insertions, 0 deletions
diff --git a/compiler/loco/src/Service/ShapeInference.test.cpp b/compiler/loco/src/Service/ShapeInference.test.cpp new file mode 100644 index 000000000..e10b98844 --- /dev/null +++ b/compiler/loco/src/Service/ShapeInference.test.cpp @@ -0,0 +1,87 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. 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 "loco/Service/ShapeInference.h" +#include "GraphTestcase.h" + +#include <vector> + +#include <gtest/gtest.h> + +// This test validates whether framework works as expected. +TEST(ShapeInferenceTest, framework) +{ + // Mock-up Shape Inference Rule + struct SampleShapeInferenceRule final : public loco::ShapeInferenceRule + { + public: + SampleShapeInferenceRule(std::vector<const loco::Node *> *nodes) : _nodes{nodes} + { + // DO NOTHING + } + + public: + // Accept all the dialects + bool recognize(const loco::Dialect *) const final { return true; } + + bool infer(const loco::Node *node, loco::NodeShape &shape) const final + { + // Record the order of inference + _nodes->emplace_back(node); + + if (_nodes->size() != 1) + { + return false; + } + + // Set the first node as Tensor<1> + loco::TensorShape tensor_shape; + + tensor_shape.rank(1); + tensor_shape.dim(0) = 4; + + shape.set(tensor_shape); + + return true; + } + + private: + std::vector<const loco::Node *> *_nodes; + }; + + GraphTestcase<GraphCode::Identity> testcase; + + std::vector<const loco::Node *> nodes; + + SampleShapeInferenceRule rule{&nodes}; + + loco::apply(&rule).to(testcase.graph()); + + // Framework SHOULD visit all the nodes + ASSERT_EQ(nodes.size(), 2); + // Framework SHOULD visit "pull" before "push" + ASSERT_EQ(nodes.at(0), testcase.pull_node); + ASSERT_EQ(nodes.at(1), testcase.push_node); + + // Framework SHOULD make an annotation if "rule" returns TRUE + ASSERT_TRUE(loco::shape_known(testcase.pull_node)); + ASSERT_EQ(loco::shape_get(testcase.pull_node).domain(), loco::Domain::Tensor); + ASSERT_EQ(loco::shape_get(testcase.pull_node).as<loco::TensorShape>().rank(), 1); + ASSERT_EQ(loco::shape_get(testcase.pull_node).as<loco::TensorShape>().dim(0), 4); + + // Framework SHOULD NOT make any annotation if "rule" returns FALSE + ASSERT_FALSE(loco::shape_known(testcase.push_node)); +} |