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author | Mike Kelly <mike.kelly@arm.com> | 2020-02-28 18:11:58 +0000 |
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committer | mike.kelly <mike.kelly@arm.com> | 2020-03-02 16:44:09 +0000 |
commit | c9ea45adefdde2890e9aa191a5b31563a3dd35ea (patch) | |
tree | 2ea65c972d24cc2d823ea39eb105d4062db54934 /src/armnnDeserializer/test | |
parent | 510f6183d289b176702a18f020449c68be6f1075 (diff) | |
download | armnn-c9ea45adefdde2890e9aa191a5b31563a3dd35ea.tar.gz |
IVGCVSW-4375 Add support for Transpose
* Added TransposeLayer
* Added CL, Neon and Ref Workloads
* Added Transpose utilities
* Added Serializer and Deserializer support
* Added Quantizer support
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
Diffstat (limited to 'src/armnnDeserializer/test')
-rw-r--r-- | src/armnnDeserializer/test/DeserializeTranspose.cpp | 137 |
1 files changed, 137 insertions, 0 deletions
diff --git a/src/armnnDeserializer/test/DeserializeTranspose.cpp b/src/armnnDeserializer/test/DeserializeTranspose.cpp new file mode 100644 index 0000000000..bf0f043a4a --- /dev/null +++ b/src/armnnDeserializer/test/DeserializeTranspose.cpp @@ -0,0 +1,137 @@ +// +// Copyright © 2020 Arm Ltd. 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 TransposeFixture : public ParserFlatbuffersSerializeFixture +{ + explicit TransposeFixture(const std::string &inputShape, + const std::string &dimMappings, + const std::string &outputShape, + const std::string &dataType) + { + m_JsonString = R"( + { + inputIds: [0], + outputIds: [2], + layers: [ + { + layer_type: "InputLayer", + layer: { + base: { + layerBindingId: 0, + base: { + index: 0, + layerName: "InputLayer", + layerType: "Input", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:0, outputSlotIndex:0 }, + }], + outputSlots: [{ + index: 0, + tensorInfo: { + dimensions: )" + inputShape + R"(, + dataType: )" + dataType + R"( + } + }] + } + } + } + }, + { + layer_type: "TransposeLayer", + layer: { + base: { + index: 1, + layerName: "TransposeLayer", + layerType: "Transpose", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:0, outputSlotIndex:0 }, + }], + outputSlots: [{ + index: 0, + tensorInfo: { + dimensions: )" + outputShape + R"(, + dataType: )" + dataType + R"( + } + }] + }, + descriptor: { + dimMappings: )" + dimMappings + R"(, + } + } + }, + { + layer_type: "OutputLayer", + layer: { + base:{ + layerBindingId: 2, + base: { + index: 2, + layerName: "OutputLayer", + layerType: "Output", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:1, outputSlotIndex:0 }, + }], + outputSlots: [{ + index: 0, + tensorInfo: { + dimensions: )" + outputShape + R"(, + dataType: )" + dataType + R"( + }, + }], + } + } + }, + } + ] + } + )"; + SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); + } +}; + +struct SimpleTranspose2DFixture : TransposeFixture +{ + SimpleTranspose2DFixture() : TransposeFixture("[ 2, 3 ]", + "[ 1, 0 ]", + "[ 3, 2 ]", + "QuantisedAsymm8") {} +}; + +BOOST_FIXTURE_TEST_CASE(SimpleTranspose2DQuantisedAsymm8, SimpleTranspose2DFixture) +{ + RunTest<2, armnn::DataType::QAsymmU8>(0, + { 1, 2, 3, 4, 5, 6 }, + { 1, 4, 2, 5, 3, 6 }); +} + +struct SimpleTranspose4DFixture : TransposeFixture +{ + SimpleTranspose4DFixture() : TransposeFixture("[ 1, 2, 3, 4 ]", + "[ 3, 2, 1, 0 ]", + "[ 4, 3, 2, 1 ]", + "QuantisedAsymm8") {} +}; + +BOOST_FIXTURE_TEST_CASE(SimpleTranspose4DQuantisedAsymm8, SimpleTranspose4DFixture) +{ + RunTest<4, armnn::DataType::QAsymmU8>(0, + { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, + 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24 }, + { 1, 13, 5, 17, 9, 21, 2, 14, 6, 18, 10, 22, + 3, 15, 7, 19, 11, 23, 4, 16, 8, 20, 12, 24 }); +} + +BOOST_AUTO_TEST_SUITE_END() |