openvino/ngraph/test/visitors/op/fake_quantize.cpp

41 lines
1.5 KiB
C++

// Copyright (C) 2018-2021 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include "gtest/gtest.h"
#include "ngraph/ngraph.hpp"
#include "ngraph/op/util/attr_types.hpp"
#include "ngraph/opsets/opset1.hpp"
#include "ngraph/opsets/opset3.hpp"
#include "ngraph/opsets/opset4.hpp"
#include "ngraph/opsets/opset5.hpp"
#include "util/visitor.hpp"
using namespace std;
using namespace ngraph;
using ngraph::test::NodeBuilder;
using ngraph::test::ValueMap;
TEST(attributes, fake_quantize_op)
{
NodeBuilder::get_ops().register_factory<opset1::FakeQuantize>();
const auto data = make_shared<op::Parameter>(element::f32, Shape{1, 2, 3, 4});
const auto input_low = make_shared<op::Parameter>(element::f32, Shape{});
const auto input_high = make_shared<op::Parameter>(element::f32, Shape{});
const auto output_low = make_shared<op::Parameter>(element::f32, Shape{});
const auto output_high = make_shared<op::Parameter>(element::f32, Shape{});
auto levels = 5;
auto auto_broadcast = op::AutoBroadcastType::NUMPY;
const auto fake_quantize = make_shared<op::FakeQuantize>(
data, input_low, input_high, output_low, output_high, levels, auto_broadcast);
NodeBuilder builder(fake_quantize);
auto g_fake_quantize = as_type_ptr<opset1::FakeQuantize>(builder.create());
EXPECT_EQ(g_fake_quantize->get_levels(), fake_quantize->get_levels());
EXPECT_EQ(g_fake_quantize->get_auto_broadcast(), fake_quantize->get_auto_broadcast());
}