any.cpp 5.41 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159
//*****************************************************************************
// 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, any_deduce)
{
    auto param_0 = make_shared<op::Parameter>(element::boolean, Shape{2, 4});

    auto r0 = make_shared<op::Any>(param_0, AxisSet{0});
    ASSERT_EQ(r0->get_element_type(), element::boolean);
    ASSERT_EQ(r0->get_shape(), (Shape{4}));

    auto r1 = make_shared<op::Any>(param_0, AxisSet{1});
    ASSERT_EQ(r1->get_element_type(), element::boolean);
    ASSERT_EQ(r1->get_shape(), (Shape{2}));

    auto r01 = make_shared<op::Any>(param_0, AxisSet{0, 1});
    ASSERT_EQ(r01->get_element_type(), element::boolean);
    ASSERT_EQ(r01->get_shape(), (Shape{}));

    auto r_none = make_shared<op::Any>(param_0, AxisSet{});
    ASSERT_EQ(r_none->get_element_type(), element::boolean);
    ASSERT_EQ(r_none->get_shape(), (Shape{2, 4}));
}

TEST(type_prop, any_deduce_et_dynamic)
{
    auto param_0 = make_shared<op::Parameter>(element::dynamic, Shape{2, 4});

    auto r0 = make_shared<op::Any>(param_0, AxisSet{0});
    ASSERT_EQ(r0->get_element_type(), element::boolean);
    ASSERT_EQ(r0->get_shape(), (Shape{4}));

    auto r1 = make_shared<op::Any>(param_0, AxisSet{1});
    ASSERT_EQ(r1->get_element_type(), element::boolean);
    ASSERT_EQ(r1->get_shape(), (Shape{2}));

    auto r01 = make_shared<op::Any>(param_0, AxisSet{0, 1});
    ASSERT_EQ(r01->get_element_type(), element::boolean);
    ASSERT_EQ(r01->get_shape(), (Shape{}));

    auto r_none = make_shared<op::Any>(param_0, AxisSet{});
    ASSERT_EQ(r_none->get_element_type(), element::boolean);
    ASSERT_EQ(r_none->get_shape(), (Shape{2, 4}));
}

TEST(type_prop, any_et_non_boolean)
{
    auto param_0 = make_shared<op::Parameter>(element::i32, Shape{2, 4});

    try
    {
        auto r = make_shared<op::Any>(param_0, AxisSet{0, 1});
        // Should have thrown, so fail if it didn't
        FAIL() << "Did not detect invalid element type for Any";
    }
    catch (const NodeValidationFailure& error)
    {
        EXPECT_HAS_SUBSTRING(error.what(), std::string("Input element type must be boolean"));
    }
    catch (...)
    {
        FAIL() << "Deduced type check failed for unexpected reason";
    }
}

TEST(type_prop, any_axis_oob)
{
    auto param_0 = make_shared<op::Parameter>(element::boolean, Shape{2, 4});

    try
    {
        auto r = make_shared<op::Any>(param_0, AxisSet{0, 2, 1});
        // Should have thrown, so fail if it didn't
        FAIL() << "Did not detect out-of-bound axis for Any";
    }
    catch (const NodeValidationFailure& error)
    {
        EXPECT_HAS_SUBSTRING(error.what(), std::string("Reduction axis (2) is out of bounds"));
    }
    catch (...)
    {
        FAIL() << "Deduced type check failed for unexpected reason";
    }
}

TEST(type_prop, any_partial_rank_dynamic)
{
    auto param = make_shared<op::Parameter>(element::boolean, PartialShape::dynamic());
    auto axes = AxisSet{2385, 0, 4404}; // arbitrary
    auto any = make_shared<op::Any>(param, axes);

    EXPECT_EQ(any->get_output_element_type(0), element::boolean);
    EXPECT_TRUE(any->get_output_partial_shape(0).is_dynamic());
}

TEST(type_prop, any_partial_rank_static_dynamic_ok_result_static)
{
    auto param = make_shared<op::Parameter>(element::boolean,
                                            PartialShape{1, 2, Dimension::dynamic(), 4, 5});
    auto axes = AxisSet{2, 3};
    auto any = make_shared<op::Any>(param, axes);

    EXPECT_EQ(any->get_output_element_type(0), element::boolean);
    EXPECT_EQ(any->get_shape(), (Shape{1, 2, 5}));
}

TEST(type_prop, any_partial_rank_static_dynamic_ok_result_dynamic)
{
    auto param = make_shared<op::Parameter>(
        element::boolean, PartialShape{1, 2, Dimension::dynamic(), 4, Dimension::dynamic()});
    auto axes = AxisSet{2, 3};
    auto any = make_shared<op::Any>(param, axes);

    EXPECT_EQ(any->get_output_element_type(0), element::boolean);
    EXPECT_TRUE(
        any->get_output_partial_shape(0).same_scheme(PartialShape{1, 2, Dimension::dynamic()}));
}

TEST(type_prop, any_partial_rank_static_dynamic_axes_oob)
{
    auto param = make_shared<op::Parameter>(
        element::boolean, PartialShape{1, 2, Dimension::dynamic(), 4, Dimension::dynamic()});
    auto axes = AxisSet{2, 5, 1};

    try
    {
        auto any = make_shared<op::Any>(param, axes);
        // Should have thrown, so fail if it didn't
        FAIL() << "Did not detect out-of-bound axis for Any (rank-static dynamic input)";
    }
    catch (const NodeValidationFailure& error)
    {
        EXPECT_HAS_SUBSTRING(error.what(), std::string("Reduction axis (5) is out of bounds"));
    }
    catch (...)
    {
        FAIL() << "Deduced type check failed for unexpected reason";
    }
}