| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #include <boost/test/unit_test.hpp> |
| #include "armnnTfLiteParser/ITfLiteParser.hpp" |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct MaxPool2DFixture : public ParserFlatbuffersFixture |
| { |
| explicit MaxPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "MAX_POOL_2D" } ], |
| "subgraphs": [ |
| { |
| "tensors": [ |
| { |
| "shape": )" |
| + outputdim |
| + R"(, |
| "type": )" |
| + dataType |
| + R"(, |
| "buffer": 0, |
| "name": "OutputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ] |
| } |
| }, |
| { |
| "shape": )" |
| + inputdim |
| + R"(, |
| "type": )" |
| + dataType |
| + R"(, |
| "buffer": 1, |
| "name": "InputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ] |
| } |
| } |
| ], |
| "inputs": [ 1 ], |
| "outputs": [ 0 ], |
| "operators": [ { |
| "opcode_index": 0, |
| "inputs": [ 1 ], |
| "outputs": [ 0 ], |
| "builtin_options_type": "Pool2DOptions", |
| "builtin_options": |
| { |
| "padding": "VALID", |
| "stride_w": 2, |
| "stride_h": 2, |
| "filter_width": 2, |
| "filter_height": 2, |
| "fused_activation_function": "NONE" |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } ] |
| } |
| ], |
| "description": "MaxPool2D test.", |
| "buffers" : [ {}, {} ] |
| })"; |
| |
| SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); |
| } |
| }; |
| |
| |
| struct MaxPoolLiteFixtureUint1DOutput : MaxPool2DFixture |
| { |
| MaxPoolLiteFixtureUint1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {} |
| }; |
| |
| struct MaxPoolLiteFixtureFloat1DOutput : MaxPool2DFixture |
| { |
| MaxPoolLiteFixtureFloat1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {} |
| }; |
| |
| struct MaxPoolLiteFixtureUint2DOutput : MaxPool2DFixture |
| { |
| MaxPoolLiteFixtureUint2DOutput() : MaxPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(MaxPoolLiteUint1DOutput, MaxPoolLiteFixtureUint1DOutput) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 }); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(MaxPoolLiteFloat1DOutput, MaxPoolLiteFixtureFloat1DOutput) |
| { |
| RunTest<4, armnn::DataType::Float32>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 5.0f }); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(MaxPoolLiteUint2DOutput, MaxPoolLiteFixtureUint2DOutput) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 6, 8, 3, 4 }); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(MaxPoolIncorrectDataTypeError, MaxPoolLiteFixtureFloat1DOutput) |
| { |
| BOOST_CHECK_THROW((RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 })), armnn::Exception); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |