surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame^] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // See LICENSE file in the project root for full license information. |
| 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 | |
| 13 | struct ActivationFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 14 | { |
| 15 | explicit ActivationFixture(const char* activationFunction) |
| 16 | { |
| 17 | m_Prototext = "node {\n" |
| 18 | " name: \"Placeholder\"\n" |
| 19 | " op: \"Placeholder\"\n" |
| 20 | " attr {\n" |
| 21 | " key: \"dtype\"\n" |
| 22 | " value {\n" |
| 23 | " type: DT_FLOAT\n" |
| 24 | " }\n" |
| 25 | " }\n" |
| 26 | " attr {\n" |
| 27 | " key: \"shape\"\n" |
| 28 | " value {\n" |
| 29 | " shape {\n" |
| 30 | " unknown_rank: true\n" |
| 31 | " }\n" |
| 32 | " }\n" |
| 33 | " }\n" |
| 34 | "}\n" |
| 35 | "node {\n" |
| 36 | " name: \""; |
| 37 | m_Prototext.append(activationFunction); |
| 38 | m_Prototext.append("\"\n" |
| 39 | " op: \""); |
| 40 | m_Prototext.append(activationFunction); |
| 41 | m_Prototext.append("\"\n" |
| 42 | " input: \"Placeholder\"\n" |
| 43 | " attr {\n" |
| 44 | " key: \"T\"\n" |
| 45 | " value {\n" |
| 46 | " type: DT_FLOAT\n" |
| 47 | " }\n" |
| 48 | " }\n" |
| 49 | "}\n"); |
| 50 | |
| 51 | SetupSingleInputSingleOutput({ 1, 7 }, "Placeholder", activationFunction); |
| 52 | } |
| 53 | }; |
| 54 | |
| 55 | |
| 56 | struct ReLuFixture : ActivationFixture |
| 57 | { |
| 58 | ReLuFixture() : ActivationFixture("Relu") {} |
| 59 | }; |
| 60 | BOOST_FIXTURE_TEST_CASE(ParseReLu, ReLuFixture) |
| 61 | { |
| 62 | RunTest<2>({ -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f }, |
| 63 | { 0.0f, 0.0f, 1.25f, 0.0f, 0.0f, 0.5f, 0.0f }); |
| 64 | } |
| 65 | |
| 66 | |
| 67 | struct ReLu6Fixture : ActivationFixture |
| 68 | { |
| 69 | ReLu6Fixture() : ActivationFixture("Relu6") {} |
| 70 | }; |
| 71 | BOOST_FIXTURE_TEST_CASE(ParseReLu6, ReLu6Fixture) |
| 72 | { |
| 73 | RunTest<2>({ -1.0f, -0.5f, 7.25f, -3.0f, 0.0f, 0.5f, -0.75f }, |
| 74 | { 0.0f, 0.0f, 6.0f, 0.0f, 0.0f, 0.5f, 0.0f }); |
| 75 | } |
| 76 | |
| 77 | |
| 78 | struct SigmoidFixture : ActivationFixture |
| 79 | { |
| 80 | SigmoidFixture() : ActivationFixture("Sigmoid") {} |
| 81 | }; |
| 82 | BOOST_FIXTURE_TEST_CASE(ParseSigmoid, SigmoidFixture) |
| 83 | { |
| 84 | RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, |
| 85 | { 0.4750208f, 0.45016602f, 0.42555749f, 0.40131235f, 0.52497917f, 0.54983395f, 0.57444251f }); |
| 86 | } |
| 87 | |
| 88 | |
| 89 | struct SoftplusFixture : ActivationFixture |
| 90 | { |
| 91 | SoftplusFixture() : ActivationFixture("Softplus") {} |
| 92 | }; |
| 93 | BOOST_FIXTURE_TEST_CASE(ParseSoftplus, SoftplusFixture) |
| 94 | { |
| 95 | RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, |
| 96 | { 0.64439666f, 0.59813893f, 0.55435526f, 0.51301527f, 0.74439669f, 0.7981388f, 0.85435522f }); |
| 97 | } |
| 98 | |
| 99 | |
| 100 | struct TanhFixture : ActivationFixture |
| 101 | { |
| 102 | TanhFixture() : ActivationFixture("Tanh") {} |
| 103 | }; |
| 104 | BOOST_FIXTURE_TEST_CASE(ParseTanh, TanhFixture) |
| 105 | { |
| 106 | RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, |
| 107 | { -0.09966799f, -0.19737528f, -0.29131261f, -0.379949f, 0.09966799f, 0.19737528f, 0.29131261f }); |
| 108 | } |
| 109 | |
| 110 | |
| 111 | |
| 112 | |
| 113 | BOOST_AUTO_TEST_SUITE_END() |