jimfly01 | 23be07e | 2018-12-04 17:47:22 +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 SubFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 13 | { |
| 14 | SubFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1) |
| 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: "Sub" |
| 54 | input: "input0" |
| 55 | input: "input1" |
| 56 | attr { |
| 57 | key: "T" |
| 58 | value { |
| 59 | type: DT_FLOAT |
| 60 | } |
| 61 | } |
| 62 | } |
| 63 | )"; |
| 64 | Setup({ { "input0", inputShape0 }, |
| 65 | { "input1", inputShape1 } }, |
| 66 | { "output" }); |
| 67 | |
| 68 | } |
| 69 | }; |
| 70 | |
| 71 | struct SubFixture4D4D : public SubFixture |
| 72 | { |
| 73 | SubFixture4D4D() : SubFixture({ 1, 2, 2, 3 }, { 1, 2, 2, 3 }) {} |
| 74 | }; |
| 75 | |
| 76 | BOOST_FIXTURE_TEST_CASE(ParseSub, SubFixture4D4D) |
| 77 | { |
| 78 | RunTest<4>({ { "input0", { 5.0f, 1.0f, 2.0f, |
| 79 | 3.0f, 4.0f, 5.0f, |
| 80 | 6.0f, 7.0f, 8.0f, |
| 81 | 29.0f, 10.0f, 11.0f } }, |
| 82 | |
| 83 | { "input1", { 0.0f, 1.0f, 3.0f, |
| 84 | 4.0f, 5.5f, 1.0f, |
| 85 | 2.0f, 17.0f, 18.0f, |
| 86 | 19.0f, 1.0f, 3.0f } } }, |
| 87 | |
| 88 | { { "output", { 5.0f, 0.0f, -1.0f, |
| 89 | -1.0f, -1.5f, 4.0f, |
| 90 | 4.0f, -10.0f, -10.0f, |
| 91 | 10.0f, 9.0f, 8.0f } } }); |
| 92 | } |
| 93 | |
| 94 | struct SubBroadcastFixture4D1D : public SubFixture |
| 95 | { |
| 96 | SubBroadcastFixture4D1D() : SubFixture({ 1, 2, 2, 3 }, { 1 }) {} |
| 97 | }; |
| 98 | |
| 99 | BOOST_FIXTURE_TEST_CASE(ParseSubBroadcast4D1D, SubBroadcastFixture4D1D) |
| 100 | { |
| 101 | RunTest<4>({ { "input0", { 0.0f, 1.0f, 2.0f, |
| 102 | 3.0f, 4.0f, 5.0f, |
| 103 | 6.0f, 7.0f, 8.0f, |
| 104 | 9.0f, 10.0f, 11.0f } }, |
| 105 | |
| 106 | { "input1", { 5.0f } } }, |
| 107 | |
| 108 | { { "output", { -5.0f, -4.0f, -3.0f, |
| 109 | -2.0f, -1.0f, 0.0f, |
| 110 | 1.0f, 2.0f, 3.0f, |
| 111 | 4.0f, 5.0f, 6.0f } } }); |
| 112 | } |
| 113 | |
| 114 | struct SubBroadcastFixture1D4D : public SubFixture |
| 115 | { |
| 116 | SubBroadcastFixture1D4D() : SubFixture({ 1 }, { 1, 2, 2, 3 }) {} |
| 117 | }; |
| 118 | |
| 119 | BOOST_FIXTURE_TEST_CASE(ParseSubBroadcast1D4D, SubBroadcastFixture1D4D) |
| 120 | { |
| 121 | RunTest<4>({ { "input0", { 3.0f } }, |
| 122 | |
| 123 | { "input1", { 0.0f, 1.0f, 2.0f, |
| 124 | 3.0f, 4.0f, 5.0f, |
| 125 | 6.0f, 7.0f, 8.0f, |
| 126 | 9.0f, 10.0f, 11.0f } } }, |
| 127 | |
| 128 | { { "output", { 3.0f, 2.0f, 1.0f, |
| 129 | 0.0f, -1.0f, -2.0f, |
| 130 | -3.0f, -4.0f, -5.0f, |
| 131 | -6.0f, -7.0f, -8.0f } } }); |
| 132 | } |
| 133 | |
| 134 | |
| 135 | BOOST_AUTO_TEST_SUITE_END() |