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author | Finn Williams <Finn.Williams@arm.com> | 2020-06-10 15:53:46 +0100 |
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committer | Finn Williams <Finn.Williams@arm.com> | 2020-07-06 21:50:50 +0100 |
commit | 2605b236d103e1ba27069e0d668599042a4761af (patch) | |
tree | dc0a408acb5749a1f51544fd5857452377d05aab /src/armnnDeserializer/test | |
parent | c5789ca2e432075e2c92e7e0d99139c5329280e6 (diff) | |
download | armnn-2605b236d103e1ba27069e0d668599042a4761af.tar.gz |
IVGCVSW-4624 Add a RANK Reference Implementation
* Add Rank front end
* Add Rank reference implementation
* Add Rank serialization support
* Add Scalar serialization support
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
Diffstat (limited to 'src/armnnDeserializer/test')
-rw-r--r-- | src/armnnDeserializer/test/DeserializeRank.cpp | 151 |
1 files changed, 151 insertions, 0 deletions
diff --git a/src/armnnDeserializer/test/DeserializeRank.cpp b/src/armnnDeserializer/test/DeserializeRank.cpp new file mode 100644 index 0000000000..8f14af150b --- /dev/null +++ b/src/armnnDeserializer/test/DeserializeRank.cpp @@ -0,0 +1,151 @@ +// +// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include <boost/test/unit_test.hpp> +#include "ParserFlatbuffersSerializeFixture.hpp" +#include "../Deserializer.hpp" + +#include <string> + +BOOST_AUTO_TEST_SUITE(Deserializer) + +struct RankFixture : public ParserFlatbuffersSerializeFixture +{ + explicit RankFixture(const std::string &inputShape, + const std::string &dataType) + { + m_JsonString = R"( + { + inputIds: [0], + outputIds: [2], + layers: [ + { + layer_type: "InputLayer", + layer: { + base: { + base: { + layerName: "", + layerType: "Input", + inputSlots: [ + + ], + outputSlots: [ + { + tensorInfo: { + dimensions: )" + inputShape + R"(, + dataType: )" + dataType + R"(, + quantizationScale: 0.0 + } + } + ] + } + } + } + }, + { + layer_type: "RankLayer", + layer: { + base: { + index: 1, + layerName: "rank", + layerType: "Rank", + inputSlots: [ + { + connection: { + sourceLayerIndex: 0, + outputSlotIndex: 0 + } + } + ], + outputSlots: [ + { + tensorInfo: { + dimensions: [ 1 ], + dataType: "Signed32", + quantizationScale: 0.0, + dimensionality: 2 + } + } + ] + } + } + }, + { + layer_type: "OutputLayer", + layer: { + base: { + base: { + index: 2, + layerName: "", + layerType: "Output", + inputSlots: [ + { + connection: { + sourceLayerIndex: 1, + outputSlotIndex: 0 + } + } + ], + outputSlots: [] + } + } + } + } + ], + } + )"; + Setup(); + } +}; + +struct SimpleRankDimSize1Fixture : RankFixture +{ + SimpleRankDimSize1Fixture() : RankFixture("[ 8 ]", "QSymmS16") {} +}; + +struct SimpleRankDimSize2Fixture : RankFixture +{ + SimpleRankDimSize2Fixture() : RankFixture("[ 3, 3 ]", "QSymmS8") {} +}; + +struct SimpleRankDimSize3Fixture : RankFixture +{ + SimpleRankDimSize3Fixture() : RankFixture("[ 2, 2, 1 ]", "Signed32") {} +}; + +struct SimpleRankDimSize4Fixture : RankFixture +{ + SimpleRankDimSize4Fixture() : RankFixture("[ 2, 2, 1, 1 ]", "Float32") {} +}; + +BOOST_FIXTURE_TEST_CASE(RankDimSize1Float16, SimpleRankDimSize1Fixture) +{ + RunTest<1, armnn::DataType::QSymmS16, armnn::DataType::Signed32>( 0, + { 1, 2, 3, 4, 5, 6, 7, 8 }, + { 1 }); +} + +BOOST_FIXTURE_TEST_CASE(RankDimSize2QAsymmU8, SimpleRankDimSize2Fixture) +{ + RunTest<1, armnn::DataType::QSymmS8, armnn::DataType::Signed32>( 0, + { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, + { 2 }); +} + +BOOST_FIXTURE_TEST_CASE(RankDimSize3Signed32, SimpleRankDimSize3Fixture) +{ + RunTest<1, armnn::DataType::Signed32, armnn::DataType::Signed32>( 0, + { 111, 85, 226, 3 }, + { 3 }); +} + +BOOST_FIXTURE_TEST_CASE(RankDimSize4Float32, SimpleRankDimSize4Fixture) +{ + RunTest<1, armnn::DataType::Float32, armnn::DataType::Signed32>( 0, + { 111, 85, 226, 3 }, + { 4 }); +} + +BOOST_AUTO_TEST_SUITE_END()
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