//***************************************************************************** // Copyright 2017-2019 Intel Corporation // // 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 "ngraph/op/experimental/layers/proposal.hpp" #include "gtest/gtest.h" #include "ngraph/ngraph.hpp" #include "util/type_prop.hpp" using namespace std; using namespace ngraph; TEST(type_prop, proposal_invalid_class_probs_rank) { op::ProposalAttrs attrs; auto class_probs = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3}); auto class_logits = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto image_shape = make_shared<op::Parameter>(element::f32, Shape{3}); try { auto proposal = make_shared<op::Proposal>(class_probs, class_logits, image_shape, attrs); // Should have thrown, so fail if it didn't FAIL() << "Invalid input tensor rank."; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), std::string("Proposal layer shape class_probs input must have rank 4")); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, proposal_invalid_class_logits_rank) { op::ProposalAttrs attrs; auto class_probs = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto class_logits = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3}); auto image_shape = make_shared<op::Parameter>(element::f32, Shape{3}); try { auto proposal = make_shared<op::Proposal>(class_probs, class_logits, image_shape, attrs); // Should have thrown, so fail if it didn't FAIL() << "Invalid input tensor rank."; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), std::string("Proposal layer shape class_logits_shape input must have rank 4")); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, proposal_invalid_image_shape_rank) { op::ProposalAttrs attrs; auto class_probs = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto class_logits = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto image_shape = make_shared<op::Parameter>(element::f32, Shape{2, 1}); try { auto proposal = make_shared<op::Proposal>(class_probs, class_logits, image_shape, attrs); // Should have thrown, so fail if it didn't FAIL() << "Invalid input tensor rank."; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING(error.what(), std::string("Proposal layer image_shape input must have rank 1")); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, proposal_invalid_image_shape_size) { op::ProposalAttrs attrs; auto class_probs = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto class_logits = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4}); auto image_shape = make_shared<op::Parameter>(element::f32, Shape{5}); try { auto proposal = make_shared<op::Proposal>(class_probs, class_logits, image_shape, attrs); // Should have thrown, so fail if it didn't FAIL() << "Invalid input tensor rank."; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), std::string( "Image_shape 1D tensor must have => 3 and <= 4 elements (image_shape_shape[0]")); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } }