| Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. 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 GatherFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit GatherFixture(const std::string& paramsShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& indicesShape, |
| 20 | const std::string& dataType = "FLOAT32", |
| 21 | const std::string& scale = "1.0", |
| 22 | const std::string& offset = "0") |
| 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | "version": 3, |
| 27 | "operator_codes": [ { "builtin_code": "GATHER" } ], |
| 28 | "subgraphs": [ { |
| 29 | "tensors": [ |
| 30 | { |
| 31 | "shape": )" + paramsShape + R"(, |
| 32 | "type": )" + dataType + R"(, |
| 33 | "buffer": 0, |
| 34 | "name": "inputTensor", |
| 35 | "quantization": { |
| 36 | "min": [ 0.0 ], |
| 37 | "max": [ 255.0 ], |
| 38 | "scale": [ )" + scale + R"( ], |
| 39 | "zero_point": [ )" + offset + R"( ], |
| 40 | } |
| 41 | }, |
| 42 | { |
| 43 | "shape": )" + indicesShape + R"( , |
| 44 | "type": "INT32", |
| 45 | "buffer": 1, |
| 46 | "name": "indices", |
| 47 | "quantization": { |
| 48 | "min": [ 0.0 ], |
| 49 | "max": [ 255.0 ], |
| 50 | "scale": [ 1.0 ], |
| 51 | "zero_point": [ 0 ], |
| 52 | } |
| 53 | }, |
| 54 | { |
| 55 | "shape": )" + outputShape + R"(, |
| 56 | "type": )" + dataType + R"(, |
| 57 | "buffer": 2, |
| 58 | "name": "outputTensor", |
| 59 | "quantization": { |
| 60 | "min": [ 0.0 ], |
| 61 | "max": [ 255.0 ], |
| 62 | "scale": [ )" + scale + R"( ], |
| 63 | "zero_point": [ )" + offset + R"( ], |
| 64 | } |
| 65 | } |
| 66 | ], |
| 67 | "inputs": [ 0, 1 ], |
| 68 | "outputs": [ 2 ], |
| 69 | "operators": [ |
| 70 | { |
| 71 | "opcode_index": 0, |
| 72 | "inputs": [ 0, 1 ], |
| 73 | "outputs": [ 2 ], |
| 74 | "builtin_options_type": "GatherOptions", |
| 75 | "builtin_options": { |
| 76 | "axis": 0 |
| 77 | }, |
| 78 | "custom_options_format": "FLEXBUFFERS" |
| 79 | } |
| 80 | ], |
| 81 | } ], |
| 82 | "buffers" : [ |
| 83 | { }, |
| 84 | { }, |
| 85 | { }, |
| 86 | ] |
| 87 | } |
| 88 | )"; |
| 89 | Setup(); |
| 90 | } |
| 91 | }; |
| 92 | |
| 93 | struct SimpleGatherFixture : public GatherFixture |
| 94 | { |
| 95 | SimpleGatherFixture() : GatherFixture("[ 5, 2 ]", "[ 3, 2 ]", "[ 3 ]") {} |
| 96 | }; |
| 97 | |
| 98 | BOOST_FIXTURE_TEST_CASE(ParseGather, SimpleGatherFixture) |
| 99 | { |
| 100 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> |
| 101 | (0, |
| 102 | {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, |
| 103 | {{ "indices", { 1, 3, 4 }}}, |
| 104 | {{ "outputTensor", { 3, 4, 7, 8, 9, 10 }}}); |
| 105 | } |
| 106 | |
| 107 | struct GatherUint8Fixture : public GatherFixture |
| 108 | { |
| 109 | GatherUint8Fixture() : GatherFixture("[ 8 ]", "[ 3 ]", "[ 3 ]", "UINT8") {} |
| 110 | }; |
| 111 | |
| 112 | BOOST_FIXTURE_TEST_CASE(ParseGatherUint8, GatherUint8Fixture) |
| 113 | { |
| 114 | RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> |
| 115 | (0, |
| 116 | {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, |
| 117 | {{ "indices", { 7, 6, 5 }}}, |
| 118 | {{ "outputTensor", { 8, 7, 6 }}}); |
| 119 | } |
| 120 | |
| 121 | BOOST_AUTO_TEST_SUITE_END() |