| mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [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 CastFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit CastFixture(const std::string& inputShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& inputDataType, |
| 20 | const std::string& outputDataType) |
| 21 | { |
| 22 | m_JsonString = R"( |
| 23 | { |
| 24 | "version": 3, |
| 25 | "operator_codes": [ { "builtin_code": "CAST" } ], |
| 26 | "subgraphs": [ { |
| 27 | "tensors": [ |
| 28 | { |
| 29 | "shape": )" + inputShape + R"(, |
| 30 | "type": )" + inputDataType + R"(, |
| 31 | "buffer": 0, |
| 32 | "name": "inputTensor", |
| 33 | "quantization": { |
| 34 | "min": [ 0.0 ], |
| 35 | "max": [ 255.0 ], |
| 36 | "scale": [ 1.0 ], |
| 37 | "zero_point": [ 0 ], |
| 38 | } |
| 39 | }, |
| 40 | { |
| 41 | "shape": )" + outputShape + R"(, |
| 42 | "type": )" + outputDataType + R"(, |
| 43 | "buffer": 1, |
| 44 | "name": "outputTensor", |
| 45 | "quantization": { |
| 46 | "min": [ 0.0 ], |
| 47 | "max": [ 255.0 ], |
| 48 | "scale": [ 1.0 ], |
| 49 | "zero_point": [ 0 ], |
| 50 | } |
| 51 | } |
| 52 | ], |
| 53 | "inputs": [ 0 ], |
| 54 | "outputs": [ 1 ], |
| 55 | "operators": [ |
| 56 | { |
| 57 | "opcode_index": 0, |
| 58 | "inputs": [ 0 ], |
| 59 | "outputs": [ 1 ], |
| 60 | "custom_options_format": "FLEXBUFFERS" |
| 61 | } |
| 62 | ], |
| 63 | } ], |
| 64 | "buffers" : [ {}, {} ] |
| 65 | } |
| 66 | )"; |
| 67 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 68 | } |
| 69 | }; |
| 70 | |
| 71 | struct SimpleCastFixture : CastFixture |
| 72 | { |
| 73 | SimpleCastFixture() : CastFixture("[ 1, 6 ]", |
| 74 | "[ 1, 6 ]", |
| 75 | "INT32", |
| 76 | "FLOAT32") {} |
| 77 | }; |
| 78 | |
| 79 | BOOST_FIXTURE_TEST_CASE(SimpleCast, SimpleCastFixture) |
| 80 | { |
| 81 | RunTest<2, armnn::DataType::Signed32 , armnn::DataType::Float32>( |
| 82 | 0, |
| 83 | {{"inputTensor", { 0, -1, 5, -100, 200, -255 }}}, |
| 84 | {{"outputTensor", { 0.0f, -1.0f, 5.0f, -100.0f, 200.0f, -255.0f }}}); |
| 85 | } |
| 86 | |
| 87 | |
| 88 | BOOST_AUTO_TEST_SUITE_END() |