| 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 DepthToSpaceFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit DepthToSpaceFixture(const std::string& inputShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& dataType = "FLOAT32", |
| 20 | const std::string& scale = "1.0", |
| 21 | const std::string& offset = "0") |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | "version": 3, |
| 26 | "operator_codes": [ { "builtin_code": "DEPTH_TO_SPACE" } ], |
| 27 | "subgraphs": [ { |
| 28 | "tensors": [ |
| 29 | { |
| 30 | "shape": )" + inputShape + R"(, |
| 31 | "type": )" + dataType + R"(, |
| 32 | "buffer": 0, |
| 33 | "name": "inputTensor", |
| 34 | "quantization": { |
| 35 | "min": [ 0.0 ], |
| 36 | "max": [ 255.0 ], |
| 37 | "scale": [ )" + scale + R"( ], |
| 38 | "zero_point": [ )" + offset + R"( ], |
| 39 | } |
| 40 | }, |
| 41 | { |
| 42 | "shape": )" + outputShape + R"(, |
| 43 | "type": )" + dataType + R"(, |
| 44 | "buffer": 1, |
| 45 | "name": "outputTensor", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ )" + scale + R"( ], |
| 50 | "zero_point": [ )" + offset + R"( ], |
| 51 | } |
| 52 | } |
| 53 | ], |
| 54 | "inputs": [ 0 ], |
| 55 | "outputs": [ 1 ], |
| 56 | "operators": [ |
| 57 | { |
| 58 | "opcode_index": 0, |
| 59 | "inputs": [ 0 ], |
| 60 | "outputs": [ 1 ], |
| 61 | "builtin_options_type": "DepthToSpaceOptions", |
| 62 | "builtin_options": { |
| 63 | "block_size": 2 |
| 64 | }, |
| 65 | "custom_options_format": "FLEXBUFFERS" |
| 66 | } |
| 67 | ], |
| 68 | } ], |
| 69 | "buffers" : [ |
| 70 | { }, |
| 71 | { }, |
| 72 | ] |
| 73 | } |
| 74 | )"; |
| 75 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 76 | } |
| 77 | }; |
| 78 | |
| 79 | struct SimpleDepthToSpaceFixture : public DepthToSpaceFixture |
| 80 | { |
| 81 | SimpleDepthToSpaceFixture() : DepthToSpaceFixture("[ 1, 2, 2, 4 ]", "[ 1, 4, 4, 1 ]") {} |
| 82 | }; |
| 83 | |
| 84 | BOOST_FIXTURE_TEST_CASE(ParseDepthToSpace, SimpleDepthToSpaceFixture) |
| 85 | { |
| 86 | RunTest<4, armnn::DataType::Float32> |
| 87 | (0, |
| 88 | {{ "inputTensor", { 1.f, 2.f, 3.f, 4.f, |
| 89 | 5.f, 6.f, 7.f, 8.f, |
| 90 | 9.f, 10.f, 11.f, 12.f, |
| 91 | 13.f, 14.f, 15.f, 16.f }}}, |
| 92 | {{ "outputTensor", { 1.f, 2.f, 5.f, 6.f, |
| 93 | 3.f, 4.f, 7.f, 8.f, |
| 94 | 9.f, 10.f, 13.f, 14.f, |
| 95 | 11.f, 12.f, 15.f, 16.f }}}); |
| 96 | } |
| 97 | |
| 98 | BOOST_AUTO_TEST_SUITE_END() |