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| author | Samuel Yap <samuel.yap@arm.com> | 2022-08-19 11:14:38 +0100 |
|---|---|---|
| committer | Nikhil Raj <nikhil.raj@arm.com> | 2022-08-30 17:03:44 +0100 |
| commit | a04f4a15575ddd778d3a330dbce629412e1ffc0c (patch) | |
| tree | 5f9ec80ee2a2f941c475115a274a2ba18e3965ce /src/armnnDeserializer/test | |
| parent | dc8ed9d75e54e914a970e137900930fa64a0782b (diff) | |
| download | armnn-a04f4a15575ddd778d3a330dbce629412e1ffc0c.tar.gz | |
IVGCVSW-7104: BatchMatMul Serializer/Deserializer Support
* Updated FlatBuffers schema for BatchMatMul layer type
* Added Serializer and Deserializer implementations for BatchMatMul
* Added unit tests for BatchMatMul serialization and deserialization
* Updated CMakeLists and docs
Signed-off-by: Samuel Yap <samuel.yap@arm.com>
Change-Id: Iad63afbd036a3eb648683eb7416a475561aa20cb
Diffstat (limited to 'src/armnnDeserializer/test')
| -rw-r--r-- | src/armnnDeserializer/test/DeserializeBatchMatMul.cpp | 213 |
1 files changed, 213 insertions, 0 deletions
diff --git a/src/armnnDeserializer/test/DeserializeBatchMatMul.cpp b/src/armnnDeserializer/test/DeserializeBatchMatMul.cpp new file mode 100644 index 0000000000..40f93ce420 --- /dev/null +++ b/src/armnnDeserializer/test/DeserializeBatchMatMul.cpp @@ -0,0 +1,213 @@ +// +// Copyright © 2022 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ParserFlatbuffersSerializeFixture.hpp" +#include <armnnDeserializer/IDeserializer.hpp> + +#include <doctest/doctest.h> + +#include <string> + +TEST_SUITE("Deserializer_BatchMatMul") +{ +struct BatchMatMulFixture : public ParserFlatbuffersSerializeFixture +{ + explicit BatchMatMulFixture(const std::string& inputXShape, + const std::string& inputYShape, + const std::string& outputShape, + const std::string& dataType) + { + m_JsonString = R"( + { + inputIds:[ + 0, + 1 + ], + outputIds:[ + 3 + ], + layers:[ + { + layer_type:"InputLayer", + layer:{ + base:{ + layerBindingId:0, + base:{ + index:0, + layerName:"InputXLayer", + layerType:"Input", + inputSlots:[ + { + index:0, + connection:{ + sourceLayerIndex:0, + outputSlotIndex:0 + }, + + } + ], + outputSlots:[ + { + index:0, + tensorInfo:{ + dimensions:)" + inputXShape + R"(, + dataType:)" + dataType + R"( + }, + + } + ], + + }, + + } + }, + + }, + { + layer_type:"InputLayer", + layer:{ + base:{ + layerBindingId:1, + base:{ + index:1, + layerName:"InputYLayer", + layerType:"Input", + inputSlots:[ + { + index:0, + connection:{ + sourceLayerIndex:0, + outputSlotIndex:0 + }, + + } + ], + outputSlots:[ + { + index:0, + tensorInfo:{ + dimensions:)" + inputYShape + R"(, + dataType:)" + dataType + R"( + }, + + } + ], + + }, + + } + }, + + }, + { + layer_type:"BatchMatMulLayer", + layer:{ + base:{ + index:2, + layerName:"BatchMatMulLayer", + layerType:"BatchMatMul", + inputSlots:[ + { + index:0, + connection:{ + sourceLayerIndex:0, + outputSlotIndex:0 + }, + + }, + { + index:1, + connection:{ + sourceLayerIndex:1, + outputSlotIndex:0 + }, + + } + ], + outputSlots:[ + { + index:0, + tensorInfo:{ + dimensions:)" + outputShape + R"(, + dataType:)" + dataType + R"( + }, + + } + ], + + }, + descriptor:{ + transposeX:false, + transposeY:false, + adjointX:false, + adjointY:false, + dataLayoutX:NHWC, + dataLayoutY:NHWC + } + }, + + }, + { + layer_type:"OutputLayer", + layer:{ + base:{ + layerBindingId:0, + base:{ + index:3, + layerName:"OutputLayer", + layerType:"Output", + inputSlots:[ + { + index:0, + connection:{ + sourceLayerIndex:2, + outputSlotIndex:0 + }, + + } + ], + outputSlots:[ + { + index:0, + tensorInfo:{ + dimensions:)" + outputShape + R"(, + dataType:)" + dataType + R"( + }, + + } + ], + + } + } + }, + + } + ] + } + )"; + Setup(); + } +}; + +struct SimpleBatchMatMulFixture : BatchMatMulFixture +{ + SimpleBatchMatMulFixture() + : BatchMatMulFixture("[ 1, 2, 2, 1 ]", + "[ 1, 2, 2, 1 ]", + "[ 1, 2, 2, 1 ]", + "Float32") + {} +}; + +TEST_CASE_FIXTURE(SimpleBatchMatMulFixture, "SimpleBatchMatMulTest") +{ + RunTest<4, armnn::DataType::Float32>( + 0, + {{"InputXLayer", { 1.0f, 2.0f, 3.0f, 4.0f }}, + {"InputYLayer", { 5.0f, 6.0f, 7.0f, 8.0f }}}, + {{"OutputLayer", { 19.0f, 22.0f, 43.0f, 50.0f }}}); +} + +}
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