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Diffstat (limited to 'src/armnnTfParser/test/Concat.cpp')
| -rw-r--r-- | src/armnnTfParser/test/Concat.cpp | 183 |
1 files changed, 183 insertions, 0 deletions
diff --git a/src/armnnTfParser/test/Concat.cpp b/src/armnnTfParser/test/Concat.cpp new file mode 100644 index 0000000000..a7d5ea03af --- /dev/null +++ b/src/armnnTfParser/test/Concat.cpp @@ -0,0 +1,183 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// See LICENSE file in the project root for full license information. +// + +#include <boost/test/unit_test.hpp> +#include "armnnTfParser/ITfParser.hpp" +#include "ParserPrototxtFixture.hpp" + +BOOST_AUTO_TEST_SUITE(TensorflowParser) + +struct ConcatFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser> +{ + explicit ConcatFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1, + unsigned int concatDim) + { + m_Prototext = R"( + node { + name: "graphInput0" + op: "Placeholder" + attr { + key: "dtype" + value { + type: DT_FLOAT + } + } + attr { + key: "shape" + value { + shape { + } + } + } + } + node { + name: "graphInput1" + op: "Placeholder" + attr { + key: "dtype" + value { + type: DT_FLOAT + } + } + attr { + key: "shape" + value { + shape { + } + } + } + } + node { + name: "concat/axis" + op: "Const" + attr { + key: "dtype" + value { + type: DT_INT32 + } + } + attr { + key: "value" + value { + tensor { + dtype: DT_INT32 + tensor_shape { + } + int_val: )"; + + m_Prototext += std::to_string(concatDim); + + m_Prototext += R"( + } + } + } + } + node { + name: "concat" + op: "ConcatV2" + input: "graphInput0" + input: "graphInput1" + input: "concat/axis" + attr { + key: "N" + value { + i: 2 + } + } + attr { + key: "T" + value { + type: DT_FLOAT + } + } + attr { + key: "Tidx" + value { + type: DT_FLOAT + } + } + } + )"; + + Setup({{"graphInput0", inputShape0 }, + {"graphInput1", inputShape1 }}, {"concat"}); + } +}; + +struct ConcatFixtureNCHW : ConcatFixture +{ + ConcatFixtureNCHW() : ConcatFixture({ 1, 1, 2, 2 }, { 1, 1, 2, 2 }, 1 ) {} +}; + +struct ConcatFixtureNHWC : ConcatFixture +{ + ConcatFixtureNHWC() : ConcatFixture({ 1, 1, 2, 2 }, { 1, 1, 2, 2 }, 3 ) {} +}; + +BOOST_FIXTURE_TEST_CASE(ParseConcatNCHW, ConcatFixtureNCHW) +{ + RunTest<4>({{"graphInput0", {0.0, 1.0, 2.0, 3.0}}, + {"graphInput1", {4.0, 5.0, 6.0, 7.0}}}, + {{"concat", { 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0 }}}); +} + +BOOST_FIXTURE_TEST_CASE(ParseConcatNHWC, ConcatFixtureNHWC) +{ + RunTest<4>({{"graphInput0", {0.0, 1.0, 2.0, 3.0}}, + {"graphInput1", {4.0, 5.0, 6.0, 7.0}}}, + {{"concat", { 0.0, 1.0, 4.0, 5.0, 2.0, 3.0, 6.0, 7.0 }}}); +} + +struct ConcatFixtureDim1 : ConcatFixture +{ + ConcatFixtureDim1() : ConcatFixture({ 1, 2, 3, 4 }, { 1, 2, 3, 4 }, 1) {} +}; + +struct ConcatFixtureDim3 : ConcatFixture +{ + ConcatFixtureDim3() : ConcatFixture({ 1, 2, 3, 4 }, { 1, 2, 3, 4 }, 3) {} +}; + +BOOST_FIXTURE_TEST_CASE(ParseConcatDim1, ConcatFixtureDim1) +{ + 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, + 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0 } }, + { "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, + 62.0, 63.0, 64.0, 65.0, 66.0, 67.0, 68.0, 69.0, 70.0, 71.0, 72.0, 73.0 } } }, + { { "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, + 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, + 50.0, 51.0, 52.0, 53.0, 54.0, 55.0, 56.0, 57.0, 58.0, 59.0, 60.0, 61.0, + 62.0, 63.0, 64.0, 65.0, 66.0, 67.0, 68.0, 69.0, 70.0, 71.0, 72.0, 73.0 } } }); +} + +BOOST_FIXTURE_TEST_CASE(ParseConcatDim3, ConcatFixtureDim3) +{ + 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, + 12.0, 13.0, 14.0, 15.0, + 16.0, 17.0, 18.0, 19.0, + 20.0, 21.0, 22.0, 23.0 } }, + { "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, + 62.0, 63.0, 64.0, 65.0, + 66.0, 67.0, 68.0, 69.0, + 70.0, 71.0, 72.0, 73.0 } } }, + { { "concat", { 0.0, 1.0, 2.0, 3.0, + 50.0, 51.0, 52.0, 53.0, + 4.0, 5.0, 6.0, 7.0, + 54.0, 55.0, 56.0, 57.0, + 8.0, 9.0, 10.0, 11.0, + 58.0, 59.0, 60.0, 61.0, + 12.0, 13.0, 14.0, 15.0, + 62.0, 63.0, 64.0, 65.0, + 16.0, 17.0, 18.0, 19.0, + 66.0, 67.0, 68.0, 69.0, + 20.0, 21.0, 22.0, 23.0, + 70.0, 71.0, 72.0, 73.0 } } }); +} + +BOOST_AUTO_TEST_SUITE_END()
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