Nattapat Chaimanowong | 24df822 | 2018-12-04 13:47:02 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "armnnTfParser/ITfParser.hpp" |
| 8 | #include "ParserPrototxtFixture.hpp" |
| 9 | |
| 10 | BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| 11 | |
| 12 | struct MinimumFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 13 | { |
| 14 | MinimumFixture() |
| 15 | { |
| 16 | m_Prototext = R"( |
| 17 | node { |
| 18 | name: "input0" |
| 19 | op: "Placeholder" |
| 20 | attr { |
| 21 | key: "dtype" |
| 22 | value { |
| 23 | type: DT_FLOAT |
| 24 | } |
| 25 | } |
| 26 | attr { |
| 27 | key: "shape" |
| 28 | value { |
| 29 | shape { |
| 30 | } |
| 31 | } |
| 32 | } |
| 33 | } |
| 34 | node { |
| 35 | name: "input1" |
| 36 | op: "Placeholder" |
| 37 | attr { |
| 38 | key: "dtype" |
| 39 | value { |
| 40 | type: DT_FLOAT |
| 41 | } |
| 42 | } |
| 43 | attr { |
| 44 | key: "shape" |
| 45 | value { |
| 46 | shape { |
| 47 | } |
| 48 | } |
| 49 | } |
| 50 | } |
| 51 | node { |
| 52 | name: "output" |
| 53 | op: "Minimum" |
| 54 | input: "input0" |
| 55 | input: "input1" |
| 56 | attr { |
| 57 | key: "T" |
| 58 | value { |
| 59 | type: DT_FLOAT |
| 60 | } |
| 61 | } |
| 62 | } |
| 63 | )"; |
| 64 | } |
| 65 | }; |
| 66 | |
| 67 | BOOST_FIXTURE_TEST_CASE(ParseMininumUnsupportedBroadcast, MinimumFixture) |
| 68 | { |
| 69 | BOOST_REQUIRE_THROW(Setup({ { "input0", {2, 3} }, |
| 70 | { "input1", {1, 2, 2, 3} } }, |
| 71 | { "output" }), |
| 72 | armnn::ParseException); |
| 73 | } |
| 74 | |
| 75 | struct MinimumFixtureAutoSetup : public MinimumFixture |
| 76 | { |
| 77 | MinimumFixtureAutoSetup(const armnn::TensorShape& input0Shape, |
| 78 | const armnn::TensorShape& input1Shape) |
| 79 | : MinimumFixture() |
| 80 | { |
| 81 | Setup({ { "input0", input0Shape }, |
| 82 | { "input1", input1Shape } }, |
| 83 | { "output" }); |
| 84 | } |
| 85 | }; |
| 86 | |
| 87 | struct MinimumFixture4D : public MinimumFixtureAutoSetup |
| 88 | { |
| 89 | MinimumFixture4D() |
| 90 | : MinimumFixtureAutoSetup({1, 2, 2, 3}, {1, 2, 2, 3}) {} |
| 91 | }; |
| 92 | |
| 93 | BOOST_FIXTURE_TEST_CASE(ParseMinimum4D, MinimumFixture4D) |
| 94 | { |
| 95 | RunTest<4>({ { "input0", { 0.0f, 1.0f, 2.0f, |
| 96 | 3.0f, 4.0f, 5.0f, |
| 97 | 6.0f, 7.0f, 8.0f, |
| 98 | 9.0f, 10.0f, 11.0f } }, |
| 99 | { "input1", { 0.0f, 0.0f, 0.0f, |
| 100 | 5.0f, 5.0f, 5.0f, |
| 101 | 7.0f, 7.0f, 7.0f, |
| 102 | 9.0f, 9.0f, 9.0f } } }, |
| 103 | { { "output", { 0.0f, 0.0f, 0.0f, |
| 104 | 3.0f, 4.0f, 5.0f, |
| 105 | 6.0f, 7.0f, 7.0f, |
| 106 | 9.0f, 9.0f, 9.0f } } }); |
| 107 | } |
| 108 | |
| 109 | struct MinimumBroadcastFixture4D : public MinimumFixtureAutoSetup |
| 110 | { |
| 111 | MinimumBroadcastFixture4D() |
| 112 | : MinimumFixtureAutoSetup({1, 1, 2, 1}, {1, 2, 1, 3}) {} |
| 113 | }; |
| 114 | |
| 115 | BOOST_FIXTURE_TEST_CASE(ParseMinimumBroadcast4D, MinimumBroadcastFixture4D) |
| 116 | { |
| 117 | RunTest<4>({ { "input0", { 2.0f, |
| 118 | 4.0f } }, |
| 119 | { "input1", { 1.0f, 2.0f, 3.0f, |
| 120 | 4.0f, 5.0f, 6.0f } } }, |
| 121 | { { "output", { 1.0f, 2.0f, 2.0f, |
| 122 | 1.0f, 2.0f, 3.0f, |
| 123 | 2.0f, 2.0f, 2.0f, |
| 124 | 4.0f, 4.0f, 4.0f } } }); |
| 125 | } |
| 126 | |
| 127 | struct MinimumBroadcastFixture4D1D : public MinimumFixtureAutoSetup |
| 128 | { |
| 129 | MinimumBroadcastFixture4D1D() |
| 130 | : MinimumFixtureAutoSetup({1, 2, 2, 3}, {1}) {} |
| 131 | }; |
| 132 | |
| 133 | BOOST_FIXTURE_TEST_CASE(ParseMinimumBroadcast4D1D, MinimumBroadcastFixture4D1D) |
| 134 | { |
| 135 | RunTest<4>({ { "input0", { 0.0f, 1.0f, 2.0f, |
| 136 | 3.0f, 4.0f, 5.0f, |
| 137 | 6.0f, 7.0f, 8.0f, |
| 138 | 9.0f, 10.0f, 11.0f } }, |
| 139 | { "input1", { 5.0f } } }, |
| 140 | { { "output", { 0.0f, 1.0f, 2.0f, |
| 141 | 3.0f, 4.0f, 5.0f, |
| 142 | 5.0f, 5.0f, 5.0f, |
| 143 | 5.0f, 5.0f, 5.0f } } }); |
| 144 | } |
| 145 | |
| 146 | struct MinimumBroadcastFixture1D4D : public MinimumFixtureAutoSetup |
| 147 | { |
| 148 | MinimumBroadcastFixture1D4D() |
| 149 | : MinimumFixtureAutoSetup({3}, {1, 2, 2, 3}) {} |
| 150 | }; |
| 151 | |
| 152 | BOOST_FIXTURE_TEST_CASE(ParseMinimumBroadcast1D4D, MinimumBroadcastFixture1D4D) |
| 153 | { |
| 154 | RunTest<4>({ { "input0", { 5.0f, 6.0f, 7.0f } }, |
| 155 | { "input1", { 0.0f, 1.0f, 2.0f, |
| 156 | 3.0f, 4.0f, 5.0f, |
| 157 | 6.0f, 7.0f, 8.0f, |
| 158 | 9.0f, 10.0f, 11.0f } } }, |
| 159 | { { "output", { 0.0f, 1.0f, 2.0f, |
| 160 | 3.0f, 4.0f, 5.0f, |
| 161 | 5.0f, 6.0f, 7.0f, |
| 162 | 5.0f, 6.0f, 7.0f } } }); |
| 163 | } |
| 164 | |
| 165 | BOOST_AUTO_TEST_SUITE_END() |