//***************************************************************************** // 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 "gtest/gtest.h" #include "ngraph/ngraph.hpp" #include "util/type_prop.hpp" using namespace std; using namespace ngraph; TEST(type_prop, broadcast_deduce) { auto param = make_shared<op::Parameter>(element::f32, Shape{2, 4}); Shape bc_shape{2, 3, 4}; auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); ASSERT_EQ(bc->get_element_type(), element::f32); ASSERT_EQ(bc->get_shape(), bc_shape); } TEST(type_prop, broadcast_axes_oob) { auto param = make_shared<op::Parameter>(element::f32, Shape{2, 4}); auto bc_shape = Shape{2, 3, 4}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1, 3}); FAIL() << "Broadcast axis out of bounds not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING(error.what(), "Broadcast axis index (3) exceeds specified output shape rank"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_shape_mismatch_wrong_rank) { auto param = make_shared<op::Parameter>(element::f32, Shape{2, 4}); auto bc_shape = Shape{2, 3, 4, 5}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); FAIL() << "Output shape mismatch (wrong rank) not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), "Broadcast argument shape, specified output shape, and axes are incompatible"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_shape_mismatch_wrong_size) { auto param = make_shared<op::Parameter>(element::f32, Shape{2, 4}); auto bc_shape = Shape{2, 3, 5}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); FAIL() << "Output shape mismatch (wrong size) not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), "Broadcast argument shape, specified output shape, and axes are incompatible"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_partial_rank_dynamic_ok) { auto param = make_shared<op::Parameter>(element::f32, PartialShape::dynamic()); Shape bc_shape{2, 3, 4}; auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); ASSERT_EQ(bc->get_element_type(), element::f32); ASSERT_EQ(bc->get_shape(), bc_shape); } TEST(type_prop, broadcast_partial_rank_dynamic_axes_oob) { auto param = make_shared<op::Parameter>(element::f32, PartialShape::dynamic()); auto bc_shape = Shape{2, 3, 4}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1, 3}); FAIL() << "Broadcast axis out of bounds not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING(error.what(), "Broadcast axis index (3) exceeds specified output shape rank"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_partial_rank_static_dynamic_ok) { auto param = make_shared<op::Parameter>(element::f32, PartialShape{Dimension::dynamic(), 4}); Shape bc_shape{2, 3, 4}; auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); ASSERT_EQ(bc->get_element_type(), element::f32); ASSERT_EQ(bc->get_shape(), bc_shape); } TEST(type_prop, broadcast_partial_rank_static_dynamic_axes_oob) { auto param = make_shared<op::Parameter>(element::f32, PartialShape{Dimension::dynamic(), 4}); auto bc_shape = Shape{2, 3, 4}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1, 3}); FAIL() << "Broadcast axis out of bounds not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING(error.what(), "Broadcast axis index (3) exceeds specified output shape rank"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_partial_rank_static_dynamic_shape_mismatch_wrong_rank) { auto param = make_shared<op::Parameter>(element::f32, PartialShape{Dimension::dynamic(), 4}); auto bc_shape = Shape{2, 3, 4, 5}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); FAIL() << "Output shape mismatch (wrong rank) not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), "Broadcast argument shape, specified output shape, and axes are incompatible"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } } TEST(type_prop, broadcast_partial_rank_static_dynamic_shape_mismatch_wrong_size) { auto param = make_shared<op::Parameter>(element::f32, PartialShape{Dimension::dynamic(), 4}); auto bc_shape = Shape{2, 3, 5}; try { auto bc = make_shared<op::Broadcast>(param, bc_shape, AxisSet{1}); FAIL() << "Output shape mismatch (wrong size) not detected"; } catch (const NodeValidationFailure& error) { EXPECT_HAS_SUBSTRING( error.what(), "Broadcast argument shape, specified output shape, and axes are incompatible"); } catch (...) { FAIL() << "Deduced type check failed for unexpected reason"; } }