surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 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 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 12 | struct LocalResponseNormalizationBaseFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 13 | { |
| 14 | explicit LocalResponseNormalizationBaseFixture(float alpha, float beta, float bias) |
| 15 | { |
| 16 | std::string alphaString = std::to_string(alpha); |
| 17 | std::string betaString = std::to_string(beta); |
| 18 | std::string biasString = std::to_string(bias); |
| 19 | |
| 20 | m_Prototext = "node {" |
| 21 | " name: \"Placeholder\"" |
| 22 | " op: \"Placeholder\"" |
| 23 | " attr {" |
| 24 | " key: \"dtype\"" |
| 25 | " value {" |
| 26 | " type: DT_FLOAT" |
| 27 | " }" |
| 28 | " }" |
| 29 | " attr {" |
| 30 | " key: \"shape\"" |
| 31 | " value {" |
| 32 | " shape {" |
| 33 | " unknown_rank: true" |
| 34 | " }" |
| 35 | " }" |
| 36 | " }" |
| 37 | "}" |
| 38 | "node {" |
| 39 | " name: \"LRN\"" |
| 40 | " op: \"LRN\"" |
| 41 | " input: \"Placeholder\"" |
| 42 | " attr {" |
| 43 | " key: \"T\"" |
| 44 | " value {" |
| 45 | " type: DT_FLOAT" |
| 46 | " }" |
| 47 | " }" |
| 48 | " attr {" |
| 49 | " key: \"alpha\"" |
| 50 | " value {" |
| 51 | " f: "; |
| 52 | m_Prototext.append(alphaString); |
| 53 | m_Prototext.append("\n" |
| 54 | " }" |
| 55 | " }" |
| 56 | " attr {" |
| 57 | " key: \"beta\"" |
| 58 | " value {" |
| 59 | " f: "); |
| 60 | m_Prototext.append(betaString); |
| 61 | m_Prototext.append("\n" |
| 62 | " }" |
| 63 | " }" |
| 64 | " attr {" |
| 65 | " key: \"bias\"" |
| 66 | " value {" |
| 67 | " f: "); |
| 68 | m_Prototext.append(biasString); |
| 69 | m_Prototext.append("\n" |
| 70 | " }" |
| 71 | " }" |
| 72 | " attr {" |
| 73 | " key: \"depth_radius\"" |
| 74 | " value {" |
| 75 | " i: 1" |
| 76 | " }" |
| 77 | " }" |
| 78 | "}"); |
| 79 | } |
| 80 | }; |
| 81 | |
| 82 | |
| 83 | struct LocalResponseNormalizationFixtureSimple : public LocalResponseNormalizationBaseFixture |
| 84 | { |
| 85 | explicit LocalResponseNormalizationFixtureSimple() |
| 86 | : LocalResponseNormalizationBaseFixture(1.0f, 1.0f, 1.0f) |
| 87 | { |
| 88 | SetupSingleInputSingleOutput({ 2, 2, 2, 1 }, "Placeholder", "LRN"); |
| 89 | } |
| 90 | }; |
| 91 | BOOST_FIXTURE_TEST_CASE(ParseSimpleLocalResponseNormalization, LocalResponseNormalizationFixtureSimple) |
| 92 | { |
| 93 | RunTest<4>({ 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f }, |
| 94 | { 0.5f, 0.4f, 0.3f, 0.23529412f, 0.1923077f, 0.16216217f, 0.14f, 0.12307692f }); |
| 95 | } |
| 96 | |
| 97 | |
| 98 | struct LocalResponseNormalizationFixture : public LocalResponseNormalizationBaseFixture |
| 99 | { |
| 100 | explicit LocalResponseNormalizationFixture() |
| 101 | : LocalResponseNormalizationBaseFixture(0.5f, 1.0f, 0.5f) |
| 102 | { |
| 103 | SetupSingleInputSingleOutput({1, 3, 3, 2}, "Placeholder", "LRN"); |
| 104 | } |
| 105 | }; |
| 106 | BOOST_FIXTURE_TEST_CASE(ParseLocalResponseNormalization, LocalResponseNormalizationFixture) |
| 107 | { |
| 108 | RunTest<4>({ 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 109 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 110 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f}, |
| 111 | |
| 112 | {0.333333340f, 0.66666670f, 0.230769250f, 0.307692320f, 0.161290320f, 0.19354838f, |
| 113 | 0.122807020f, 0.14035088f, 0.098901100f, 0.109890110f, 0.082706770f, 0.09022556f, |
| 114 | 0.071038246f, 0.07650273f, 0.062240668f, 0.066390045f, 0.055374593f, 0.05863192f}); |
| 115 | } |
| 116 | |
| 117 | |
| 118 | |
| 119 | |
| 120 | BOOST_AUTO_TEST_SUITE_END() |