| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct TransposeConvFixture : public ParserFlatbuffersFixture |
| { |
| explicit TransposeConvFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& filterShape, |
| const std::string& filterData, |
| const std::string& strideX, |
| const std::string& strideY, |
| const std::string& dataType) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "TRANSPOSE_CONV" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": [ 4 ], |
| "type": "UINT8", |
| "buffer": 0, |
| "name": "outputShapeTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + filterShape + R"(, |
| "type": ")" + dataType + R"(", |
| "buffer": 1, |
| "name": "filterTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + inputShape + R"(, |
| "type": ")" + dataType + R"(", |
| "buffer": 2, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"(, |
| "type": ")" + dataType + R"(", |
| "buffer": 3, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 2 ], |
| "outputs": [ 3 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 1, 2 ], |
| "outputs": [ 3 ], |
| "builtin_options_type": "TransposeConvOptions", |
| "builtin_options": { |
| "padding": "SAME", |
| "stride_w": )" + strideX + R"(, |
| "stride_h": )" + strideY + R"( |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { "data": )" + outputShape + R"( }, |
| { "data": )" + filterData + R"( }, |
| { }, |
| { } |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimpleTransposeConvFixture : TransposeConvFixture |
| { |
| SimpleTransposeConvFixture() |
| : TransposeConvFixture("[ 1, 2, 2, 1 ]", // inputShape |
| "[ 1, 3, 3, 1 ]", // outputShape |
| "[ 1, 2, 2, 1 ]", // filterShape |
| "[ 0, 1, 2, 4 ]", // filterData |
| "1", // strideX |
| "1", // strideY |
| "UINT8") // dataType |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE( ParseSimpleTransposeConv, SimpleTransposeConvFixture ) |
| { |
| RunTest<4, armnn::DataType::QuantisedAsymm8>( |
| 0, |
| { |
| 1, 2, |
| 3, 4 |
| }, |
| { |
| 0, 1, 2, |
| 2, 11, 12, |
| 6, 20, 16 |
| }); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |
