Mike Kelly | 31dce2b | 2021-09-01 21:22:37 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
| 8 | TEST_SUITE("TensorflowLiteParser_LRN") |
| 9 | { |
| 10 | struct LRNFixture : public ParserFlatbuffersFixture |
| 11 | { |
| 12 | explicit LRNFixture(std::string inputdim, std::string outputdim, std::string dataType) |
| 13 | { |
| 14 | m_JsonString = R"( |
| 15 | { |
| 16 | "version": 3, |
| 17 | "operator_codes": [ { "builtin_code": "LOCAL_RESPONSE_NORMALIZATION" } ], |
| 18 | "subgraphs": [ |
| 19 | { |
| 20 | "tensors": [ |
| 21 | { |
| 22 | "shape": )" |
| 23 | + outputdim |
| 24 | + R"(, |
| 25 | "type": )" |
| 26 | + dataType |
| 27 | + R"(, |
| 28 | "buffer": 0, |
| 29 | "name": "OutputTensor", |
| 30 | "quantization": { |
| 31 | "min": [ 0.0 ], |
| 32 | "max": [ 255.0 ], |
| 33 | "scale": [ 1.0 ], |
| 34 | "zero_point": [ 0 ] |
| 35 | } |
| 36 | }, |
| 37 | { |
| 38 | "shape": )" |
| 39 | + inputdim |
| 40 | + R"(, |
| 41 | "type": )" |
| 42 | + dataType |
| 43 | + R"(, |
| 44 | "buffer": 1, |
| 45 | "name": "InputTensor", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ 1.0 ], |
| 50 | "zero_point": [ 0 ] |
| 51 | } |
| 52 | } |
| 53 | ], |
| 54 | "inputs": [ 1 ], |
| 55 | "outputs": [ 0 ], |
| 56 | "operators": [ { |
| 57 | "opcode_index": 0, |
| 58 | "inputs": [ 1 ], |
| 59 | "outputs": [ 0 ], |
| 60 | "builtin_options_type": "LocalResponseNormalizationOptions", |
| 61 | "builtin_options": |
| 62 | { |
| 63 | "radius": 2, |
| 64 | "bias": 1.0, |
| 65 | "alpha": 1.0, |
| 66 | "beta": 0.5 |
| 67 | }, |
| 68 | "custom_options_format": "FLEXBUFFERS" |
| 69 | } ] |
| 70 | } |
| 71 | ], |
| 72 | "description": "MaxPool2D test.", |
| 73 | "buffers" : [ {}, {} ] |
| 74 | })"; |
| 75 | |
| 76 | SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); |
| 77 | } |
| 78 | }; |
| 79 | |
| 80 | struct LRNLiteFixtureFloat4DOutput : LRNFixture |
| 81 | { |
| 82 | LRNLiteFixtureFloat4DOutput() : LRNFixture("[ 1, 1, 4, 4 ]", "[ 1, 1, 4, 4 ]", "FLOAT32") {} |
| 83 | }; |
| 84 | |
| 85 | TEST_CASE_FIXTURE(LRNLiteFixtureFloat4DOutput, "LRNLiteFloat4DOutput") |
| 86 | { |
| 87 | RunTest<4, armnn::DataType::Float32>(0, |
| 88 | { |
| 89 | 2.0f, 3.0f, 5.0f, 2.0f, |
| 90 | 2.0f, 3.0f, 5.0f, 2.0f, |
| 91 | 2.0f, 3.0f, 5.0f, 2.0f, |
| 92 | 2.0f, 3.0f, 5.0f, 2.0f |
| 93 | }, |
| 94 | { |
| 95 | 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 96 | 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 97 | 0.320256f, 0.457496f, 0.762493f, 0.320256f, |
| 98 | 0.320256f, 0.457496f, 0.762493f, 0.320256f |
| 99 | }); |
| 100 | } |
| 101 | |
| 102 | TEST_CASE_FIXTURE(LRNLiteFixtureFloat4DOutput, "LRNIncorrectDataTypeError") |
| 103 | { |
| 104 | CHECK_THROWS_AS((RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 })), armnn::Exception); |
| 105 | } |
| 106 | |
| 107 | } |