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Diffstat (limited to 'src/armnnDeserializer/test/DeserializeDepthwiseConv2d.cpp')
| -rw-r--r-- | src/armnnDeserializer/test/DeserializeDepthwiseConv2d.cpp | 233 |
1 files changed, 233 insertions, 0 deletions
diff --git a/src/armnnDeserializer/test/DeserializeDepthwiseConv2d.cpp b/src/armnnDeserializer/test/DeserializeDepthwiseConv2d.cpp new file mode 100644 index 0000000000..83dede15c6 --- /dev/null +++ b/src/armnnDeserializer/test/DeserializeDepthwiseConv2d.cpp @@ -0,0 +1,233 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ParserFlatbuffersSerializeFixture.hpp" + +#include <armnnDeserializer/IDeserializer.hpp> + +#include <boost/test/unit_test.hpp> + +#include <string> + +BOOST_AUTO_TEST_SUITE(Deserializer) + +struct DepthwiseConv2dFlatbufferVersion1Fixture : public ParserFlatbuffersSerializeFixture +{ + explicit DepthwiseConv2dFlatbufferVersion1Fixture() + { + m_JsonString = R"( + { + "layers": [ + { + "layer_type": "InputLayer", + "layer": { + "base": { + "base": { + "index": 0, + "layerName": "Input", + "layerType": "Input", + "inputSlots": [ + + ], + "outputSlots": [ + { + "index": 0, + "tensorInfo": { + "dimensions": [ + 1, + 3, + 3, + 3 + ], + "dataType": "QAsymmS8", + "quantizationScale": 1.0, + "quantizationOffset": 0, + "quantizationDim": 0, + "dimensionality": 1, + "dimensionSpecificity": [ + true, + true, + true, + true + ] + } + } + ] + }, + "layerBindingId": 0 + } + } + }, + { + "layer_type": "DepthwiseConvolution2dLayer", + "layer": { + "base": { + "index": 1, + "layerName": "depwiseConvolution2dWithPerAxis", + "layerType": "DepthwiseConvolution2d", + "inputSlots": [ + { + "index": 0, + "connection": { + "sourceLayerIndex": 0, + "outputSlotIndex": 0 + } + } + ], + "outputSlots": [ + { + "index": 0, + "tensorInfo": { + "dimensions": [ + 1, + 3, + 3, + 3 + ], + "dataType": "QAsymmS8", + "quantizationScale": 1.0, + "quantizationOffset": 0, + "quantizationDim": 0, + "dimensionality": 1, + "dimensionSpecificity": [ + true, + true, + true, + true + ] + } + } + ] + }, + "descriptor": { + "padLeft": 1, + "padRight": 1, + "padTop": 1, + "padBottom": 1, + "strideX": 1, + "strideY": 1, + "dilationX": 1, + "dilationY": 1, + "biasEnabled": false, + "dataLayout": "NHWC" + }, + "weights": { + "info": { + "dimensions": [ + 1, + 3, + 3, + 3 + ], + "dataType": "QSymmS8", + "quantizationScale": 0.25, + "quantizationOffset": 0, + "quantizationScales": [ + 0.25, + 0.2, + 0.1 + ], + "quantizationDim": 0, + "dimensionality": 1, + "dimensionSpecificity": [ + true, + true, + true, + true + ] + }, + "data_type": "ByteData", + "data": { + "data": [ + 4, + 20, + 0, + 8, + 20, + 30, + 4, + 0, + 10, + 12, + 0, + 40, + 0, + 5, + 30, + 16, + 10, + 40, + 12, + 0, + 30, + 16, + 20, + 0, + 12, + 20, + 20 + ] + } + } + } + }, + { + "layer_type": "OutputLayer", + "layer": { + "base": { + "base": { + "index": 2, + "layerName": "Output", + "layerType": "Output", + "inputSlots": [ + { + "index": 0, + "connection": { + "sourceLayerIndex": 1, + "outputSlotIndex": 0 + } + } + ], + "outputSlots": [ + + ] + }, + "layerBindingId": 0 + } + } + } + ], + "inputIds": [ + 0 + ], + "outputIds": [ + 0 + ], + "featureVersions": { + "bindingIdsScheme": 1 + } + } + )"; + SetupSingleInputSingleOutput("Input", "Output"); + } +}; + +// This test uses a model that was created before weights layout scheme version was added to our flatbuffers +// file. It ensures older models can still be read and executed +// featureVersion weights layout scheme 1 indicates a change in the depthwise weights layout within +// armm from [M,I,H,W] --> [1,H,W,I*M] +BOOST_FIXTURE_TEST_CASE(DepthwiseConv2d_FlatbufferVersion1, DepthwiseConv2dFlatbufferVersion1Fixture) +{ + RunTest<4, armnn::DataType::QAsymmS8>( + 0, + { 3,2,0,0,4,3,0,1,2, + 0,1,3,0,4,2,2,2,3, + 2,4,3,2,0,4,3,4,0}, + { 15,60,10,11,37,20, 0,18,17, + 20,65,28,28,74,26,12,20,18, + 25,36,12,37,42,25,29,14, 9}); +} + +BOOST_AUTO_TEST_SUITE_END()
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