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 BiasAddFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 13 | { |
| 14 | explicit BiasAddFixture(const std::string& dataFormat) |
| 15 | { |
| 16 | m_Prototext = R"( |
| 17 | node { |
| 18 | name: "graphInput" |
| 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: "bias" |
| 36 | op: "Const" |
| 37 | attr { |
| 38 | key: "dtype" |
| 39 | value { |
| 40 | type: DT_FLOAT |
| 41 | } |
| 42 | } |
| 43 | attr { |
| 44 | key: "value" |
| 45 | value { |
| 46 | tensor { |
| 47 | dtype: DT_FLOAT |
| 48 | tensor_shape { |
| 49 | dim { |
| 50 | size: 3 |
| 51 | } |
| 52 | } |
| 53 | float_val: 1 |
| 54 | float_val: 2 |
| 55 | float_val: 3 |
| 56 | } |
| 57 | } |
| 58 | } |
| 59 | } |
| 60 | node { |
| 61 | name: "biasAdd" |
| 62 | op : "BiasAdd" |
| 63 | input: "graphInput" |
| 64 | input: "bias" |
| 65 | attr { |
| 66 | key: "T" |
| 67 | value { |
| 68 | type: DT_FLOAT |
| 69 | } |
| 70 | } |
| 71 | attr { |
| 72 | key: "data_format" |
| 73 | value { |
| 74 | s: ")" + dataFormat + R"(" |
| 75 | } |
| 76 | } |
| 77 | } |
| 78 | )"; |
| 79 | |
| 80 | SetupSingleInputSingleOutput({ 1, 3, 1, 3 }, "graphInput", "biasAdd"); |
| 81 | } |
| 82 | }; |
| 83 | |
| 84 | struct BiasAddFixtureNCHW : BiasAddFixture |
| 85 | { |
| 86 | BiasAddFixtureNCHW() : BiasAddFixture("NCHW") {} |
| 87 | }; |
| 88 | |
| 89 | struct BiasAddFixtureNHWC : BiasAddFixture |
| 90 | { |
| 91 | BiasAddFixtureNHWC() : BiasAddFixture("NHWC") {} |
| 92 | }; |
| 93 | |
| 94 | BOOST_FIXTURE_TEST_CASE(ParseBiasAddNCHW, BiasAddFixtureNCHW) |
| 95 | { |
| 96 | RunTest<4>(std::vector<float>(9), { 1, 1, 1, 2, 2, 2, 3, 3, 3 }); |
| 97 | } |
| 98 | |
| 99 | BOOST_FIXTURE_TEST_CASE(ParseBiasAddNHWC, BiasAddFixtureNHWC) |
| 100 | { |
| 101 | RunTest<4>(std::vector<float>(9), { 1, 2, 3, 1, 2, 3, 1, 2, 3 }); |
| 102 | } |
| 103 | |
| 104 | BOOST_AUTO_TEST_SUITE_END() |