| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| TEST_SUITE("TensorflowLiteParser_LRN") |
| { |
| struct LRNFixture : public ParserFlatbuffersFixture |
| { |
| explicit LRNFixture(std::string inputdim, std::string outputdim, std::string dataType) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "LOCAL_RESPONSE_NORMALIZATION" } ], |
| "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": "LocalResponseNormalizationOptions", |
| "builtin_options": |
| { |
| "radius": 2, |
| "bias": 1.0, |
| "alpha": 1.0, |
| "beta": 0.5 |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } ] |
| } |
| ], |
| "description": "MaxPool2D test.", |
| "buffers" : [ {}, {} ] |
| })"; |
| |
| SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); |
| } |
| }; |
| |
| struct LRNLiteFixtureFloat4DOutput : LRNFixture |
| { |
| LRNLiteFixtureFloat4DOutput() : LRNFixture("[ 1, 1, 4, 4 ]", "[ 1, 1, 4, 4 ]", "FLOAT32") {} |
| }; |
| |
| TEST_CASE_FIXTURE(LRNLiteFixtureFloat4DOutput, "LRNLiteFloat4DOutput") |
| { |
| RunTest<4, armnn::DataType::Float32>(0, |
| { |
| 2.0f, 3.0f, 5.0f, 2.0f, |
| 2.0f, 3.0f, 5.0f, 2.0f, |
| 2.0f, 3.0f, 5.0f, 2.0f, |
| 2.0f, 3.0f, 5.0f, 2.0f |
| }, |
| { |
| 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 0.320256f, 0.457496f, 0.762493f, 0.320256f |
| }); |
| } |
| |
| TEST_CASE_FIXTURE(LRNLiteFixtureFloat4DOutput, "LRNIncorrectDataTypeError") |
| { |
| CHECK_THROWS_AS((RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 })), armnn::Exception); |
| } |
| |
| } |