Matthew Sloyan | af3a4ef | 2021-10-22 15:48:12 +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_MirrorPad") |
| 9 | { |
| 10 | struct MirrorPadFixture : public ParserFlatbuffersFixture |
| 11 | { |
| 12 | explicit MirrorPadFixture(const std::string& inputShape, |
| 13 | const std::string& outputShape, |
| 14 | const std::string& padListShape, |
| 15 | const std::string& padListData, |
| 16 | const std::string& padMode, |
| 17 | const std::string& dataType = "FLOAT32", |
| 18 | const std::string& scale = "1.0", |
| 19 | const std::string& offset = "0") |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | "version": 3, |
| 24 | "operator_codes": [ { "builtin_code": "MIRROR_PAD" } ], |
| 25 | "subgraphs": [ { |
| 26 | "tensors": [ |
| 27 | { |
| 28 | "shape": )" + inputShape + R"(, |
| 29 | "type": )" + dataType + R"(, |
| 30 | "buffer": 0, |
| 31 | "name": "inputTensor", |
| 32 | "quantization": { |
| 33 | "min": [ 0.0 ], |
| 34 | "max": [ 255.0 ], |
| 35 | "scale": [ )" + scale + R"( ], |
| 36 | "zero_point": [ )" + offset + R"( ], |
| 37 | } |
| 38 | }, |
| 39 | { |
| 40 | "shape": )" + outputShape + R"(, |
| 41 | "type": )" + dataType + R"(, |
| 42 | "buffer": 1, |
| 43 | "name": "outputTensor", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ )" + scale + R"( ], |
| 48 | "zero_point": [ )" + offset + R"( ], |
| 49 | } |
| 50 | }, |
| 51 | { |
| 52 | "shape": )" + padListShape + R"( , |
| 53 | "type": "INT32", |
| 54 | "buffer": 2, |
| 55 | "name": "padList", |
| 56 | "quantization": { |
| 57 | "min": [ 0.0 ], |
| 58 | "max": [ 255.0 ], |
| 59 | "scale": [ 1.0 ], |
| 60 | "zero_point": [ 0 ], |
| 61 | } |
| 62 | } |
| 63 | ], |
| 64 | "inputs": [ 0 ], |
| 65 | "outputs": [ 1 ], |
| 66 | "operators": [ |
| 67 | { |
| 68 | "opcode_index": 0, |
| 69 | "inputs": [ 0, 2 ], |
| 70 | "outputs": [ 1 ], |
| 71 | "builtin_options_type": "MirrorPadOptions", |
| 72 | "builtin_options": { |
| 73 | "mode": )" + padMode + R"( , |
| 74 | }, |
| 75 | "custom_options_format": "FLEXBUFFERS" |
| 76 | } |
| 77 | ], |
| 78 | } ], |
| 79 | "buffers" : [ |
| 80 | { }, |
| 81 | { }, |
| 82 | { "data": )" + padListData + R"(, }, |
| 83 | ] |
| 84 | } |
| 85 | )"; |
| 86 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 87 | } |
| 88 | }; |
| 89 | |
| 90 | struct SimpleMirrorPadSymmetricFixture : public MirrorPadFixture |
| 91 | { |
| 92 | SimpleMirrorPadSymmetricFixture() : MirrorPadFixture("[ 3, 3 ]", "[ 7, 7 ]", "[ 2, 2 ]", |
| 93 | "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 2,0,0,0 ]", |
| 94 | "SYMMETRIC", "FLOAT32") {} |
| 95 | }; |
| 96 | |
| 97 | TEST_CASE_FIXTURE(SimpleMirrorPadSymmetricFixture, "ParseMirrorPadSymmetric") |
| 98 | { |
| 99 | RunTest<2, armnn::DataType::Float32> |
| 100 | (0, |
| 101 | {{ "inputTensor", { 1.0f, 2.0f, 3.0f, |
| 102 | 4.0f, 5.0f, 6.0f, |
| 103 | 7.0f, 8.0f, 9.0f }}}, |
| 104 | |
| 105 | {{ "outputTensor", { 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, |
| 106 | 2.0f, 1.0f, 1.0f, 2.0f, 3.0f, 3.0f, 2.0f, |
| 107 | 2.0f, 1.0f, 1.0f, 2.0f, 3.0f, 3.0f, 2.0f, |
| 108 | 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, |
| 109 | 8.0f, 7.0f, 7.0f, 8.0f, 9.0f, 9.0f, 8.0f, |
| 110 | 8.0f, 7.0f, 7.0f, 8.0f, 9.0f, 9.0f, 8.0f, |
| 111 | 5.0f, 4.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f }}}); |
| 112 | } |
| 113 | |
| 114 | struct SimpleMirrorPadReflectFixture : public MirrorPadFixture |
| 115 | { |
| 116 | SimpleMirrorPadReflectFixture() : MirrorPadFixture("[ 3, 3 ]", "[ 7, 7 ]", "[ 2, 2 ]", |
| 117 | "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 2,0,0,0 ]", |
| 118 | "REFLECT", "FLOAT32") {} |
| 119 | }; |
| 120 | |
| 121 | TEST_CASE_FIXTURE(SimpleMirrorPadReflectFixture, "ParseMirrorPadRelfect") |
| 122 | { |
| 123 | RunTest<2, armnn::DataType::Float32> |
| 124 | (0, |
| 125 | {{ "inputTensor", { 1.0f, 2.0f, 3.0f, |
| 126 | 4.0f, 5.0f, 6.0f, |
| 127 | 7.0f, 8.0f, 9.0f }}}, |
| 128 | |
| 129 | {{ "outputTensor", { 9.0f, 8.0f, 7.0f, 8.0f, 9.0f, 8.0f, 7.0f, |
| 130 | 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, |
| 131 | 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 2.0f, 1.0f, |
| 132 | 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, |
| 133 | 9.0f, 8.0f, 7.0f, 8.0f, 9.0f, 8.0f, 7.0f, |
| 134 | 6.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 4.0f, |
| 135 | 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 2.0f, 1.0f }}}); |
| 136 | } |
| 137 | |
| 138 | } |