| 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 Pooling2dFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 14 | { |
| 15 | explicit Pooling2dFixture(const char* poolingtype) |
| 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: \"value\"\n" |
| 28 | " value {\n" |
| 29 | " tensor {\n" |
| 30 | " dtype: DT_FLOAT\n" |
| 31 | " tensor_shape {\n" |
| 32 | " }\n" |
| 33 | " }\n" |
| 34 | " }\n" |
| 35 | " }\n" |
| 36 | " }\n" |
| 37 | "node {\n" |
| 38 | " name: \""; |
| 39 | m_Prototext.append(poolingtype); |
| 40 | m_Prototext.append("\"\n" |
| 41 | " op: \""); |
| 42 | m_Prototext.append(poolingtype); |
| 43 | m_Prototext.append("\"\n" |
| 44 | " input: \"Placeholder\"\n" |
| 45 | " attr {\n" |
| 46 | " key: \"T\"\n" |
| 47 | " value {\n" |
| 48 | " type: DT_FLOAT\n" |
| 49 | " }\n" |
| 50 | " }\n" |
| 51 | " attr {\n" |
| 52 | " key: \"data_format\"\n" |
| 53 | " value {\n" |
| 54 | " s: \"NHWC\"\n" |
| 55 | " }\n" |
| 56 | " }\n" |
| 57 | " attr {\n" |
| 58 | " key: \"ksize\"\n" |
| 59 | " value {\n" |
| 60 | " list {\n" |
| 61 | " i: 1\n" |
| 62 | " i: 2\n" |
| 63 | " i: 2\n" |
| 64 | " i: 1\n" |
| 65 | " }\n" |
| 66 | " }\n" |
| 67 | " }\n" |
| 68 | " attr {\n" |
| 69 | " key: \"padding\"\n" |
| 70 | " value {\n" |
| 71 | " s: \"VALID\"\n" |
| 72 | " }\n" |
| 73 | " }\n" |
| 74 | " attr {\n" |
| 75 | " key: \"strides\"\n" |
| 76 | " value {\n" |
| 77 | " list {\n" |
| 78 | " i: 1\n" |
| 79 | " i: 1\n" |
| 80 | " i: 1\n" |
| 81 | " i: 1\n" |
| 82 | " }\n" |
| 83 | " }\n" |
| 84 | " }\n" |
| 85 | "}\n"); |
| 86 | |
| 87 | SetupSingleInputSingleOutput({ 1, 2, 2, 1 }, "Placeholder", poolingtype); |
| 88 | } |
| 89 | }; |
| 90 | |
| 91 | |
| 92 | struct MaxPoolFixture : Pooling2dFixture |
| 93 | { |
| 94 | MaxPoolFixture() : Pooling2dFixture("MaxPool") {} |
| 95 | }; |
| 96 | BOOST_FIXTURE_TEST_CASE(ParseMaxPool, MaxPoolFixture) |
| 97 | { |
| 98 | RunTest<4>({1.0f, 2.0f, 3.0f, -4.0f}, {3.0f}); |
| 99 | } |
| 100 | |
| 101 | |
| 102 | struct AvgPoolFixture : Pooling2dFixture |
| 103 | { |
| 104 | AvgPoolFixture() : Pooling2dFixture("AvgPool") {} |
| 105 | }; |
| 106 | BOOST_FIXTURE_TEST_CASE(ParseAvgPool, AvgPoolFixture) |
| 107 | { |
| 108 | RunTest<4>({1.0f, 2.0f, 3.0f, 4.0f}, {2.5f}); |
| 109 | } |
| 110 | |
| 111 | |
| 112 | BOOST_AUTO_TEST_SUITE_END() |