Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +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 SplitFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 13 | { |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 14 | SplitFixture(bool withDimZero=false) { |
| 15 | m_Prototext = R"( |
| 16 | node { |
| 17 | name: "graphInput" |
| 18 | op: "Placeholder" |
| 19 | attr { |
| 20 | key: "dtype" |
| 21 | value { |
| 22 | type: DT_FLOAT |
| 23 | } |
| 24 | } |
| 25 | attr { |
| 26 | key: "shape" |
| 27 | value { |
| 28 | shape { |
| 29 | } |
| 30 | } |
| 31 | } |
| 32 | } |
| 33 | node { |
| 34 | name: "graphInput2" |
| 35 | op: "Placeholder" |
| 36 | attr { |
| 37 | key: "dtype" |
| 38 | value { |
| 39 | type: DT_FLOAT |
| 40 | } |
| 41 | } |
| 42 | attr { |
| 43 | key: "shape" |
| 44 | value { |
| 45 | shape { |
| 46 | } |
| 47 | } |
| 48 | } |
| 49 | } |
| 50 | node { |
| 51 | name: "multiplication" |
| 52 | op : "Mul" |
| 53 | input: "graphInput" |
| 54 | input: "graphInput2" |
| 55 | attr { |
| 56 | key: "T" |
| 57 | value { |
| 58 | type: DT_FLOAT |
| 59 | } |
| 60 | } |
| 61 | } |
| 62 | node { |
| 63 | name: "SplitInput" |
| 64 | op: "Const" |
| 65 | attr { |
| 66 | key: "dtype" |
| 67 | value { |
| 68 | type: DT_INT32 |
| 69 | } |
| 70 | } |
| 71 | attr { |
| 72 | key: "value" |
| 73 | value { |
| 74 | tensor { |
| 75 | dtype: DT_INT32 |
| 76 | tensor_shape { |
| 77 | } |
| 78 | int_val: )"; |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 79 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 80 | if(withDimZero) |
| 81 | { |
| 82 | m_Prototext += std::to_string(3); |
| 83 | } |
| 84 | else |
| 85 | { |
| 86 | m_Prototext += std::to_string(1); |
| 87 | } |
| 88 | |
| 89 | m_Prototext += R"( |
| 90 | } |
| 91 | } |
| 92 | } |
| 93 | } |
| 94 | node { |
| 95 | name: "Split" |
| 96 | op: "Split" )"; |
| 97 | if(withDimZero) |
| 98 | { |
| 99 | m_Prototext += "input: \"SplitInput\"\n"; |
| 100 | m_Prototext += "input: \"multiplication\"\n"; |
| 101 | } |
| 102 | else |
| 103 | { |
| 104 | m_Prototext += "input: \"graphInput\"\n"; |
| 105 | m_Prototext += "input: \"SplitInput\"\n"; |
| 106 | } |
| 107 | m_Prototext += R"( |
| 108 | attr { |
Saoirse Stewart | 315258e | 2019-02-28 11:32:41 +0000 | [diff] [blame] | 109 | key: "num_split" |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 110 | value { |
| 111 | i: 2 |
| 112 | } |
| 113 | } |
| 114 | } |
| 115 | node { |
| 116 | name: "Relu_1" |
| 117 | op: "Relu" |
| 118 | input: "Split:0" |
| 119 | attr { |
| 120 | key: "T" |
| 121 | value { |
| 122 | type: DT_FLOAT |
| 123 | } |
| 124 | } |
| 125 | } |
| 126 | node { |
| 127 | name: "Relu_2" |
| 128 | op: "Relu" |
| 129 | input:"Split:1" |
| 130 | attr { |
| 131 | key: "T" |
| 132 | value { |
| 133 | type: DT_FLOAT |
| 134 | } |
| 135 | } |
| 136 | } )"; |
| 137 | |
| 138 | Setup( { { "graphInput", { 1, 2, 2 , 2} } , { "graphInput2", { 1, 2, 2 , 2} }}, |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 139 | { "Relu_1", "Relu_2" }); |
| 140 | } |
| 141 | }; |
| 142 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 143 | struct InputFirstSplitFixture : SplitFixture |
| 144 | { |
| 145 | InputFirstSplitFixture() : SplitFixture(true) {} |
| 146 | }; |
| 147 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 148 | BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwo, SplitFixture) |
| 149 | { |
| 150 | BOOST_TEST( |
| 151 | (m_Parser->GetNetworkOutputBindingInfo("Relu_1").second.GetShape() == armnn::TensorShape({ 1, 1, 2, 2 }))); |
| 152 | |
| 153 | BOOST_TEST( |
| 154 | (m_Parser->GetNetworkOutputBindingInfo("Relu_2").second.GetShape() == armnn::TensorShape({ 1, 1, 2, 2 }))); |
| 155 | |
| 156 | RunTest<4>({ { "graphInput", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f, 1.75f } } }, |
| 157 | { { "Relu_1", { 0.0f, 0.0f, 1.25f, 0.0f } }, |
| 158 | { "Relu_2", { 0.0f, 0.5f, 0.0f, 1.75f } } }); |
| 159 | } |
| 160 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 161 | BOOST_FIXTURE_TEST_CASE(ParseSplit, InputFirstSplitFixture) |
| 162 | { |
| 163 | |
| 164 | BOOST_TEST( |
| 165 | (m_Parser->GetNetworkOutputBindingInfo("Relu_1").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 166 | |
| 167 | BOOST_TEST( |
| 168 | (m_Parser->GetNetworkOutputBindingInfo("Relu_2").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 169 | |
| 170 | RunTest<4>({ { "graphInput", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f , 1.75f } } , |
| 171 | { "graphInput2", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f , 1.75f } } }, |
| 172 | { { "Relu_1", { 1.0f, 1.5625f, 0, 0.5625f } }, |
| 173 | { "Relu_2", { 0.25, 9.0f, 0.25f, 3.0625f } } }); |
| 174 | } |
| 175 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 176 | BOOST_AUTO_TEST_SUITE_END() |