//***************************************************************************** // 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 <random> #include <sstream> #include <string> #include <vector> #include "gtest/gtest.h" #include "ngraph/log.hpp" #include "ngraph/ngraph.hpp" #include "ngraph/runtime/interpreter/int_executable.hpp" #include "util/test_tools.hpp" using namespace std; using namespace ngraph; TEST(INTERPRETER, nan_check_input) { Shape shape{4}; auto A = make_shared<op::Parameter>(element::f32, shape); auto B = make_shared<op::Parameter>(element::f32, shape); auto f = make_shared<Function>(make_shared<op::Divide>(A, B), ParameterVector{A, B}); shared_ptr<runtime::Backend> backend = runtime::Backend::create("INTERPRETER"); // Create some tensors for input/output auto a = backend->create_tensor(element::f32, shape); copy_data(a, vector<float>{2, 4, NAN, 16}); auto b = backend->create_tensor(element::f32, shape); copy_data(b, vector<float>{1, 2, 1, 8}); auto result = backend->create_tensor(element::f32, shape); shared_ptr<runtime::Executable> handle = backend->compile(f); shared_ptr<runtime::interpreter::INTExecutable> ihandle = static_pointer_cast<runtime::interpreter::INTExecutable>(handle); ihandle->set_nan_check(true); EXPECT_ANY_THROW(handle->call_with_validate({result}, {a, b})); } TEST(INTERPRETER, nan_check_output) { Shape shape{4}; auto A = make_shared<op::Parameter>(element::f32, shape); auto B = make_shared<op::Parameter>(element::f32, shape); auto f = make_shared<Function>(make_shared<op::Divide>(A, B), ParameterVector{A, B}); shared_ptr<runtime::Backend> backend = runtime::Backend::create("INTERPRETER"); // Create some tensors for input/output auto a = backend->create_tensor(element::f32, shape); copy_data(a, vector<float>{2, 4, 0, 16}); auto b = backend->create_tensor(element::f32, shape); copy_data(b, vector<float>{1, 2, 0, 8}); auto result = backend->create_tensor(element::f32, shape); shared_ptr<runtime::Executable> handle = backend->compile(f); shared_ptr<runtime::interpreter::INTExecutable> ihandle = static_pointer_cast<runtime::interpreter::INTExecutable>(handle); ihandle->set_nan_check(true); EXPECT_ANY_THROW(handle->call_with_validate({result}, {a, b})); }