Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "ParserFlatbuffersFixture.hpp" |
| 8 | #include "../TfLiteParser.hpp" |
| 9 | |
| 10 | #include <string> |
| 11 | #include <iostream> |
| 12 | |
| 13 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 14 | |
| 15 | struct UnpackFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit UnpackFixture(const std::string & inputShape, |
| 18 | const unsigned int numberOfOutputs, |
| 19 | const std::string & outputShape, |
| 20 | const std::string & axis, |
| 21 | const std::string & num) |
| 22 | { |
| 23 | // As input index is 0, output indexes start at 1 |
| 24 | std::string outputIndexes = "1"; |
| 25 | for(unsigned int i = 1; i < numberOfOutputs; i++) |
| 26 | { |
| 27 | outputIndexes += ", " + std::to_string(i+1); |
| 28 | } |
| 29 | m_JsonString = R"( |
| 30 | { |
| 31 | "version": 3, |
| 32 | "operator_codes": [ { "builtin_code": "UNPACK" } ], |
| 33 | "subgraphs": [ { |
| 34 | "tensors": [ |
| 35 | { |
| 36 | "shape": )" + inputShape + R"(, |
| 37 | "type": "FLOAT32", |
| 38 | "buffer": 0, |
| 39 | "name": "inputTensor", |
| 40 | "quantization": { |
| 41 | "min": [ 0.0 ], |
| 42 | "max": [ 255.0 ], |
| 43 | "scale": [ 1.0 ], |
| 44 | "zero_point": [ 0 ], |
| 45 | } |
| 46 | },)"; |
| 47 | // Append the required number of outputs for this UnpackFixture. |
| 48 | // As input index is 0, output indexes start at 1. |
| 49 | for(unsigned int i = 0; i < numberOfOutputs; i++) |
| 50 | { |
| 51 | m_JsonString += R"( |
| 52 | { |
| 53 | "shape": )" + outputShape + R"( , |
| 54 | "type": "FLOAT32", |
| 55 | "buffer": )" + std::to_string(i + 1) + R"(, |
| 56 | "name": "outputTensor)" + std::to_string(i + 1) + R"(", |
| 57 | "quantization": { |
| 58 | "min": [ 0.0 ], |
| 59 | "max": [ 255.0 ], |
| 60 | "scale": [ 1.0 ], |
| 61 | "zero_point": [ 0 ], |
| 62 | } |
| 63 | },)"; |
| 64 | } |
| 65 | m_JsonString += R"( |
| 66 | ], |
| 67 | "inputs": [ 0 ], |
| 68 | "outputs": [ )" + outputIndexes + R"( ], |
| 69 | "operators": [ |
| 70 | { |
| 71 | "opcode_index": 0, |
| 72 | "inputs": [ 0 ], |
| 73 | "outputs": [ )" + outputIndexes + R"( ], |
| 74 | "builtin_options_type": "UnpackOptions", |
| 75 | "builtin_options": { |
| 76 | "axis": )" + axis; |
| 77 | |
| 78 | if(!num.empty()) |
| 79 | { |
| 80 | m_JsonString += R"(, |
| 81 | "num" : )" + num; |
| 82 | } |
| 83 | |
| 84 | m_JsonString += R"( |
| 85 | }, |
| 86 | "custom_options_format": "FLEXBUFFERS" |
| 87 | } |
| 88 | ], |
| 89 | } ], |
| 90 | "buffers" : [ |
| 91 | { }, |
| 92 | { } |
| 93 | ] |
| 94 | } |
| 95 | )"; |
| 96 | Setup(); |
| 97 | } |
| 98 | }; |
| 99 | |
| 100 | struct DefaultUnpackAxisZeroFixture : UnpackFixture |
| 101 | { |
| 102 | DefaultUnpackAxisZeroFixture() : UnpackFixture("[ 4, 1, 6 ]", 4, "[ 1, 6 ]", "0", "") {} |
| 103 | }; |
| 104 | |
| 105 | BOOST_FIXTURE_TEST_CASE(UnpackAxisZeroNumIsDefaultNotSpecified, DefaultUnpackAxisZeroFixture) |
| 106 | { |
| 107 | RunTest<2, armnn::DataType::Float32>( |
| 108 | 0, |
| 109 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 110 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 111 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 112 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 113 | { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}, |
| 114 | {"outputTensor2", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}, |
| 115 | {"outputTensor3", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}, |
| 116 | {"outputTensor4", { 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }} }); |
| 117 | } |
| 118 | |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 119 | struct DefaultUnpackLastAxisFixture : UnpackFixture |
| 120 | { |
| 121 | DefaultUnpackLastAxisFixture() : UnpackFixture("[ 4, 1, 6 ]", 6, "[ 4, 1 ]", "2", "6") {} |
| 122 | }; |
| 123 | |
| 124 | BOOST_FIXTURE_TEST_CASE(UnpackLastAxisNumSix, DefaultUnpackLastAxisFixture) |
| 125 | { |
| 126 | RunTest<2, armnn::DataType::Float32>( |
| 127 | 0, |
| 128 | { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 129 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 130 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 131 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } }, |
| 132 | { {"outputTensor1", { 1.0f, 7.0f, 13.0f, 19.0f }}, |
| 133 | {"outputTensor2", { 2.0f, 8.0f, 14.0f, 20.0f }}, |
| 134 | {"outputTensor3", { 3.0f, 9.0f, 15.0f, 21.0f }}, |
| 135 | {"outputTensor4", { 4.0f, 10.0f, 16.0f, 22.0f }}, |
| 136 | {"outputTensor5", { 5.0f, 11.0f, 17.0f, 23.0f }}, |
| 137 | {"outputTensor6", { 6.0f, 12.0f, 18.0f, 24.0f }} }); |
| 138 | } |
| 139 | |
Nina Drozd | 200e380 | 2019-04-15 09:47:39 +0100 | [diff] [blame] | 140 | BOOST_AUTO_TEST_SUITE_END() |