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 ConcatFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 13 | { |
| 14 | explicit ConcatFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1, |
| 15 | unsigned int concatDim) |
| 16 | { |
| 17 | m_Prototext = R"( |
| 18 | node { |
| 19 | name: "graphInput0" |
| 20 | op: "Placeholder" |
| 21 | attr { |
| 22 | key: "dtype" |
| 23 | value { |
| 24 | type: DT_FLOAT |
| 25 | } |
| 26 | } |
| 27 | attr { |
| 28 | key: "shape" |
| 29 | value { |
| 30 | shape { |
| 31 | } |
| 32 | } |
| 33 | } |
| 34 | } |
| 35 | node { |
| 36 | name: "graphInput1" |
| 37 | op: "Placeholder" |
| 38 | attr { |
| 39 | key: "dtype" |
| 40 | value { |
| 41 | type: DT_FLOAT |
| 42 | } |
| 43 | } |
| 44 | attr { |
| 45 | key: "shape" |
| 46 | value { |
| 47 | shape { |
| 48 | } |
| 49 | } |
| 50 | } |
| 51 | } |
| 52 | node { |
| 53 | name: "concat/axis" |
| 54 | op: "Const" |
| 55 | attr { |
| 56 | key: "dtype" |
| 57 | value { |
| 58 | type: DT_INT32 |
| 59 | } |
| 60 | } |
| 61 | attr { |
| 62 | key: "value" |
| 63 | value { |
| 64 | tensor { |
| 65 | dtype: DT_INT32 |
| 66 | tensor_shape { |
| 67 | } |
| 68 | int_val: )"; |
| 69 | |
| 70 | m_Prototext += std::to_string(concatDim); |
| 71 | |
| 72 | m_Prototext += R"( |
| 73 | } |
| 74 | } |
| 75 | } |
| 76 | } |
| 77 | node { |
| 78 | name: "concat" |
| 79 | op: "ConcatV2" |
| 80 | input: "graphInput0" |
| 81 | input: "graphInput1" |
| 82 | input: "concat/axis" |
| 83 | attr { |
| 84 | key: "N" |
| 85 | value { |
| 86 | i: 2 |
| 87 | } |
| 88 | } |
| 89 | attr { |
| 90 | key: "T" |
| 91 | value { |
| 92 | type: DT_FLOAT |
| 93 | } |
| 94 | } |
| 95 | attr { |
| 96 | key: "Tidx" |
| 97 | value { |
| 98 | type: DT_FLOAT |
| 99 | } |
| 100 | } |
| 101 | } |
| 102 | )"; |
| 103 | |
| 104 | Setup({{"graphInput0", inputShape0 }, |
| 105 | {"graphInput1", inputShape1 }}, {"concat"}); |
| 106 | } |
| 107 | }; |
| 108 | |
| 109 | struct ConcatFixtureNCHW : ConcatFixture |
| 110 | { |
| 111 | ConcatFixtureNCHW() : ConcatFixture({ 1, 1, 2, 2 }, { 1, 1, 2, 2 }, 1 ) {} |
| 112 | }; |
| 113 | |
| 114 | struct ConcatFixtureNHWC : ConcatFixture |
| 115 | { |
| 116 | ConcatFixtureNHWC() : ConcatFixture({ 1, 1, 2, 2 }, { 1, 1, 2, 2 }, 3 ) {} |
| 117 | }; |
| 118 | |
| 119 | BOOST_FIXTURE_TEST_CASE(ParseConcatNCHW, ConcatFixtureNCHW) |
| 120 | { |
| 121 | RunTest<4>({{"graphInput0", {0.0, 1.0, 2.0, 3.0}}, |
| 122 | {"graphInput1", {4.0, 5.0, 6.0, 7.0}}}, |
| 123 | {{"concat", { 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0 }}}); |
| 124 | } |
| 125 | |
| 126 | BOOST_FIXTURE_TEST_CASE(ParseConcatNHWC, ConcatFixtureNHWC) |
| 127 | { |
| 128 | RunTest<4>({{"graphInput0", {0.0, 1.0, 2.0, 3.0}}, |
| 129 | {"graphInput1", {4.0, 5.0, 6.0, 7.0}}}, |
| 130 | {{"concat", { 0.0, 1.0, 4.0, 5.0, 2.0, 3.0, 6.0, 7.0 }}}); |
| 131 | } |
| 132 | |
| 133 | struct ConcatFixtureDim1 : ConcatFixture |
| 134 | { |
| 135 | ConcatFixtureDim1() : ConcatFixture({ 1, 2, 3, 4 }, { 1, 2, 3, 4 }, 1) {} |
| 136 | }; |
| 137 | |
| 138 | struct ConcatFixtureDim3 : ConcatFixture |
| 139 | { |
| 140 | ConcatFixtureDim3() : ConcatFixture({ 1, 2, 3, 4 }, { 1, 2, 3, 4 }, 3) {} |
| 141 | }; |
| 142 | |
| 143 | BOOST_FIXTURE_TEST_CASE(ParseConcatDim1, ConcatFixtureDim1) |
| 144 | { |
| 145 | RunTest<4>({ { "graphInput0", { 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, |
| 146 | 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0 } }, |
| 147 | { "graphInput1", { 50.0, 51.0, 52.0, 53.0, 54.0, 55.0, 56.0, 57.0, 58.0, 59.0, 60.0, 61.0, |
| 148 | 62.0, 63.0, 64.0, 65.0, 66.0, 67.0, 68.0, 69.0, 70.0, 71.0, 72.0, 73.0 } } }, |
| 149 | { { "concat", { 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, |
| 150 | 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, |
| 151 | 50.0, 51.0, 52.0, 53.0, 54.0, 55.0, 56.0, 57.0, 58.0, 59.0, 60.0, 61.0, |
| 152 | 62.0, 63.0, 64.0, 65.0, 66.0, 67.0, 68.0, 69.0, 70.0, 71.0, 72.0, 73.0 } } }); |
| 153 | } |
| 154 | |
| 155 | BOOST_FIXTURE_TEST_CASE(ParseConcatDim3, ConcatFixtureDim3) |
| 156 | { |
| 157 | RunTest<4>({ { "graphInput0", { 0.0, 1.0, 2.0, 3.0, |
| 158 | 4.0, 5.0, 6.0, 7.0, |
| 159 | 8.0, 9.0, 10.0, 11.0, |
| 160 | 12.0, 13.0, 14.0, 15.0, |
| 161 | 16.0, 17.0, 18.0, 19.0, |
| 162 | 20.0, 21.0, 22.0, 23.0 } }, |
| 163 | { "graphInput1", { 50.0, 51.0, 52.0, 53.0, |
| 164 | 54.0, 55.0, 56.0, 57.0, |
| 165 | 58.0, 59.0, 60.0, 61.0, |
| 166 | 62.0, 63.0, 64.0, 65.0, |
| 167 | 66.0, 67.0, 68.0, 69.0, |
| 168 | 70.0, 71.0, 72.0, 73.0 } } }, |
| 169 | { { "concat", { 0.0, 1.0, 2.0, 3.0, |
| 170 | 50.0, 51.0, 52.0, 53.0, |
| 171 | 4.0, 5.0, 6.0, 7.0, |
| 172 | 54.0, 55.0, 56.0, 57.0, |
| 173 | 8.0, 9.0, 10.0, 11.0, |
| 174 | 58.0, 59.0, 60.0, 61.0, |
| 175 | 12.0, 13.0, 14.0, 15.0, |
| 176 | 62.0, 63.0, 64.0, 65.0, |
| 177 | 16.0, 17.0, 18.0, 19.0, |
| 178 | 66.0, 67.0, 68.0, 69.0, |
| 179 | 20.0, 21.0, 22.0, 23.0, |
| 180 | 70.0, 71.0, 72.0, 73.0 } } }); |
| 181 | } |
| 182 | |
| 183 | BOOST_AUTO_TEST_SUITE_END() |