From af3a4ef77d8f330a995911b979417857514df62c Mon Sep 17 00:00:00 2001 From: Matthew Sloyan Date: Fri, 22 Oct 2021 15:48:12 +0100 Subject: IVGCVSW-6469 Add MirrorPad TfLiteParser and TfLiteDelegate Support Signed-off-by: Matthew Sloyan Change-Id: Ia1c97adb401c5381341408ec1e4da287ef2d48fe --- src/armnnTfLiteParser/test/MirrorPad.cpp | 138 +++++++++++++++++++++++++++++++ 1 file changed, 138 insertions(+) create mode 100644 src/armnnTfLiteParser/test/MirrorPad.cpp (limited to 'src/armnnTfLiteParser/test') diff --git a/src/armnnTfLiteParser/test/MirrorPad.cpp b/src/armnnTfLiteParser/test/MirrorPad.cpp new file mode 100644 index 0000000000..af0cbfdd60 --- /dev/null +++ b/src/armnnTfLiteParser/test/MirrorPad.cpp @@ -0,0 +1,138 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ParserFlatbuffersFixture.hpp" + +TEST_SUITE("TensorflowLiteParser_MirrorPad") +{ +struct MirrorPadFixture : public ParserFlatbuffersFixture +{ + explicit MirrorPadFixture(const std::string& inputShape, + const std::string& outputShape, + const std::string& padListShape, + const std::string& padListData, + const std::string& padMode, + const std::string& dataType = "FLOAT32", + const std::string& scale = "1.0", + const std::string& offset = "0") + { + m_JsonString = R"( + { + "version": 3, + "operator_codes": [ { "builtin_code": "MIRROR_PAD" } ], + "subgraphs": [ { + "tensors": [ + { + "shape": )" + inputShape + R"(, + "type": )" + dataType + R"(, + "buffer": 0, + "name": "inputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ )" + scale + R"( ], + "zero_point": [ )" + offset + R"( ], + } + }, + { + "shape": )" + outputShape + R"(, + "type": )" + dataType + R"(, + "buffer": 1, + "name": "outputTensor", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ )" + scale + R"( ], + "zero_point": [ )" + offset + R"( ], + } + }, + { + "shape": )" + padListShape + R"( , + "type": "INT32", + "buffer": 2, + "name": "padList", + "quantization": { + "min": [ 0.0 ], + "max": [ 255.0 ], + "scale": [ 1.0 ], + "zero_point": [ 0 ], + } + } + ], + "inputs": [ 0 ], + "outputs": [ 1 ], + "operators": [ + { + "opcode_index": 0, + "inputs": [ 0, 2 ], + "outputs": [ 1 ], + "builtin_options_type": "MirrorPadOptions", + "builtin_options": { + "mode": )" + padMode + R"( , + }, + "custom_options_format": "FLEXBUFFERS" + } + ], + } ], + "buffers" : [ + { }, + { }, + { "data": )" + padListData + R"(, }, + ] + } + )"; + SetupSingleInputSingleOutput("inputTensor", "outputTensor"); + } +}; + +struct SimpleMirrorPadSymmetricFixture : public MirrorPadFixture +{ + SimpleMirrorPadSymmetricFixture() : MirrorPadFixture("[ 3, 3 ]", "[ 7, 7 ]", "[ 2, 2 ]", + "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 2,0,0,0 ]", + "SYMMETRIC", "FLOAT32") {} +}; + +TEST_CASE_FIXTURE(SimpleMirrorPadSymmetricFixture, "ParseMirrorPadSymmetric") +{ + RunTest<2, armnn::DataType::Float32> + (0, + {{ "inputTensor", { 1.0f, 2.0f, 3.0f, + 4.0f, 5.0f, 6.0f, + 7.0f, 8.0f, 9.0f }}}, + + {{ "outputTensor", { 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, + 2.0f, 1.0f, 1.0f, 2.0f, 3.0f, 3.0f, 2.0f, + 2.0f, 1.0f, 1.0f, 2.0f, 3.0f, 3.0f, 2.0f, + 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, + 8.0f, 7.0f, 7.0f, 8.0f, 9.0f, 9.0f, 8.0f, + 8.0f, 7.0f, 7.0f, 8.0f, 9.0f, 9.0f, 8.0f, + 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f }}}); +} + +struct SimpleMirrorPadReflectFixture : public MirrorPadFixture +{ + SimpleMirrorPadReflectFixture() : MirrorPadFixture("[ 3, 3 ]", "[ 7, 7 ]", "[ 2, 2 ]", + "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 2,0,0,0 ]", + "REFLECT", "FLOAT32") {} +}; + +TEST_CASE_FIXTURE(SimpleMirrorPadReflectFixture, "ParseMirrorPadRelfect") +{ + RunTest<2, armnn::DataType::Float32> + (0, + {{ "inputTensor", { 1.0f, 2.0f, 3.0f, + 4.0f, 5.0f, 6.0f, + 7.0f, 8.0f, 9.0f }}}, + + {{ "outputTensor", { 9.0f, 8.0f, 7.0f, 8.0f, 9.0f, 8.0f, 7.0f, + 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, + 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 2.0f, 1.0f, + 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, + 9.0f, 8.0f, 7.0f, 8.0f, 9.0f, 8.0f, 7.0f, + 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, + 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 2.0f, 1.0f }}}); +} + +} -- cgit v1.2.1