Teresa Charlin | 3ab8548 | 2021-06-08 16:59:29 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | #include "ParserFlatbuffersFixture.hpp" |
| 6 | #include "../TfLiteParser.hpp" |
| 7 | |
| 8 | #include <string> |
| 9 | #include <iostream> |
| 10 | |
| 11 | TEST_SUITE("TensorflowLiteParser_ExpandDims") |
| 12 | { |
| 13 | struct ExpandDimsFixture : public ParserFlatbuffersFixture |
| 14 | { |
| 15 | explicit ExpandDimsFixture(const std::string& inputShape, |
| 16 | const std::string& outputShape, |
| 17 | const std::string& axis) |
| 18 | { |
| 19 | m_JsonString = R"( |
| 20 | { |
| 21 | "version": 3, |
| 22 | "operator_codes": [ { "builtin_code": "EXPAND_DIMS" } ], |
| 23 | "subgraphs": [ { |
| 24 | "tensors": [ |
| 25 | { |
| 26 | "shape": )" + inputShape + R"(, |
| 27 | "type": "UINT8", |
| 28 | "buffer": 0, |
| 29 | "name": "inputTensor", |
| 30 | "quantization": { |
| 31 | "min": [ 0.0 ], |
| 32 | "max": [ 255.0 ], |
| 33 | "scale": [ 1.0 ], |
| 34 | "zero_point": [ 0 ], |
| 35 | } |
| 36 | }, |
| 37 | { |
| 38 | "shape": )" + outputShape + R"( , |
| 39 | "type": "UINT8", |
| 40 | "buffer": 1, |
| 41 | "name": "outputTensor", |
| 42 | "quantization": { |
| 43 | "min": [ 0.0 ], |
| 44 | "max": [ 255.0 ], |
| 45 | "scale": [ 1.0 ], |
| 46 | "zero_point": [ 0 ], |
| 47 | } |
| 48 | }, |
| 49 | { |
| 50 | "shape": [ 1 ], |
| 51 | "type": "UINT8", |
| 52 | "buffer": 2, |
| 53 | "name": "expand_dims", |
| 54 | "quantization": { |
| 55 | "min": [ 0.0 ], |
| 56 | "max": [ 255.0 ], |
| 57 | "scale": [ 1.0 ], |
| 58 | "zero_point": [ 0 ], |
| 59 | } |
| 60 | }, |
| 61 | ], |
| 62 | "inputs": [ 0 ], |
| 63 | "outputs": [ 1 ], |
| 64 | "operators": [ |
| 65 | { |
| 66 | "opcode_index": 0, |
| 67 | "inputs": [ 0 , 2 ], |
| 68 | "outputs": [ 1 ], |
| 69 | "custom_options_format": "FLEXBUFFERS" |
| 70 | } |
| 71 | ], |
| 72 | } ], |
| 73 | "buffers" : [ |
| 74 | { }, |
| 75 | { }, |
| 76 | { "data": )" + axis + R"(, }, |
| 77 | ] |
| 78 | } |
| 79 | )"; |
| 80 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 81 | } |
| 82 | }; |
| 83 | |
| 84 | struct ExpandDimsFixture3dto4Daxis0 : ExpandDimsFixture |
| 85 | { |
| 86 | ExpandDimsFixture3dto4Daxis0() : ExpandDimsFixture("[ 2, 2, 1 ]", "[ 1, 2, 2, 1 ]", "[ 0, 0, 0, 0 ]") {} |
| 87 | }; |
| 88 | |
| 89 | TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis0, "ParseExpandDims3Dto4Daxis0") |
| 90 | { |
| 91 | RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, |
| 92 | {{ "outputTensor", { 1, 2, 3, 4 } } }); |
| 93 | } |
| 94 | |
| 95 | struct ExpandDimsFixture3dto4Daxis3 : ExpandDimsFixture |
| 96 | { |
| 97 | ExpandDimsFixture3dto4Daxis3() : ExpandDimsFixture("[ 1, 2, 2 ]", "[ 1, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") {} |
| 98 | }; |
| 99 | |
| 100 | TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis3, "ParseExpandDims3Dto4Daxis3") |
| 101 | { |
| 102 | RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, |
| 103 | {{ "outputTensor", { 1, 2, 3, 4 } } }); |
| 104 | } |
| 105 | |
| 106 | } |