Bruno Goncalves | 3f58ddb | 2019-02-07 18:40:11 -0200 | [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 | using armnnTfLiteParser::TfLiteParser; |
| 14 | |
| 15 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 16 | |
| 17 | struct ResizeBilinearFixture : public ParserFlatbuffersFixture |
| 18 | { |
| 19 | explicit ResizeBilinearFixture(const std::string & inputShape, |
| 20 | const std::string & outputShape, |
| 21 | const std::string & sizeShape, |
| 22 | const std::string & sizeData) |
| 23 | { |
| 24 | m_JsonString = R"( |
| 25 | { |
| 26 | "version": 3, |
| 27 | "operator_codes": [ { "builtin_code": "RESIZE_BILINEAR" } ], |
| 28 | "subgraphs": [ { |
| 29 | "tensors": [ |
| 30 | { |
| 31 | "shape": )" + sizeShape + R"( , |
| 32 | "type": "INT32", |
| 33 | "buffer": 0, |
| 34 | "name": "sizeTensor", |
| 35 | "quantization": { |
| 36 | "min": [ 0.0 ], |
| 37 | "max": [ 255.0 ], |
| 38 | "scale": [ 1.0 ], |
| 39 | "zero_point": [ 0 ], |
| 40 | } |
| 41 | }, |
| 42 | { |
| 43 | "shape": )" + inputShape + R"(, |
| 44 | "type": "FLOAT32", |
| 45 | "buffer": 1, |
| 46 | "name": "InputTensor", |
| 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": "FLOAT32", |
| 57 | "buffer": 2, |
| 58 | "name": "OutputTensor", |
| 59 | "quantization": { |
| 60 | "min": [ 0.0 ], |
| 61 | "max": [ 255.0 ], |
| 62 | "scale": [ 1.0 ], |
| 63 | "zero_point": [ 0 ], |
| 64 | } |
| 65 | } |
| 66 | ], |
| 67 | "inputs": [ 1 ], |
| 68 | "outputs": [ 2 ], |
| 69 | "operators": [ |
| 70 | { |
| 71 | "opcode_index": 0, |
| 72 | "inputs": [ 1, 0 ], |
| 73 | "outputs": [ 2 ], |
| 74 | "builtin_options_type": "ResizeBilinearOptions", |
| 75 | "builtin_options": { |
| 76 | }, |
| 77 | "custom_options_format": "FLEXBUFFERS" |
| 78 | } |
| 79 | ], |
| 80 | } ], |
| 81 | "buffers" : [ |
| 82 | { "data": )" + sizeData + R"(, }, |
| 83 | { }, |
| 84 | { }, |
| 85 | ] |
| 86 | } |
| 87 | )"; |
| 88 | Setup(); |
| 89 | } |
| 90 | }; |
| 91 | |
| 92 | |
| 93 | struct SimpleResizeBilinearFixture : ResizeBilinearFixture |
| 94 | { |
| 95 | SimpleResizeBilinearFixture() |
| 96 | : ResizeBilinearFixture("[ 1, 3, 3, 1 ]", // inputShape |
| 97 | "[ 1, 5, 5, 1 ]", // outputShape |
| 98 | "[ 2 ]", // sizeShape |
| 99 | "[ 5,0,0,0, 5,0,0,0 ]") // sizeData |
| 100 | {} |
| 101 | }; |
| 102 | |
| 103 | BOOST_FIXTURE_TEST_CASE(ParseResizeBilinear, SimpleResizeBilinearFixture) |
| 104 | { |
| 105 | RunTest<4, armnn::DataType::Float32>( |
| 106 | 0, |
| 107 | {{"InputTensor", { 0.0f, 1.0f, 2.0f, |
| 108 | 3.0f, 4.0f, 5.0f, |
| 109 | 6.0f, 7.0f, 8.0f }}}, |
| 110 | {{"OutputTensor", { 0.0f, 0.6f, 1.2f, 1.8f, 2.0f, |
| 111 | 1.8f, 2.4f, 3.0f, 3.6f, 3.8f, |
| 112 | 3.6f, 4.2f, 4.8f, 5.4f, 5.6f, |
| 113 | 5.4f, 6.0f, 6.6f, 7.2f, 7.4f, |
| 114 | 6.0f, 6.6f, 7.2f, 7.8f, 8.0f }}} |
| 115 | ); |
| 116 | } |
| 117 | |
| 118 | BOOST_AUTO_TEST_SUITE_END() |