Teresa Charlin | 4e3e831 | 2021-08-05 12:34:37 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
| 8 | |
| 9 | TEST_SUITE("TensorflowLiteParser_Prod") |
| 10 | { |
| 11 | struct ProdFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit ProdFixture(const std::string& inputShape, |
| 14 | const std::string& outputShape, |
| 15 | const std::string& axisShape, |
| 16 | const std::string& axisData) |
| 17 | { |
| 18 | m_JsonString = R"( |
| 19 | { |
| 20 | "version": 3, |
| 21 | "operator_codes": [ { "builtin_code": "PROD" } ], |
| 22 | "subgraphs": [ { |
| 23 | "tensors": [ |
| 24 | { |
| 25 | "shape": )" + inputShape + R"(, |
| 26 | "type": "FLOAT32", |
| 27 | "buffer": 0, |
| 28 | "name": "inputTensor", |
| 29 | "quantization": { |
| 30 | "min": [ 0.0 ], |
| 31 | "max": [ 255.0 ], |
| 32 | "scale": [ 1.0 ], |
| 33 | "zero_point": [ 0 ], |
| 34 | } |
| 35 | }, |
| 36 | { |
| 37 | "shape": )" + outputShape + R"( , |
| 38 | "type": "FLOAT32", |
| 39 | "buffer": 1, |
| 40 | "name": "outputTensor", |
| 41 | "quantization": { |
| 42 | "min": [ 0.0 ], |
| 43 | "max": [ 255.0 ], |
| 44 | "scale": [ 1.0 ], |
| 45 | "zero_point": [ 0 ], |
| 46 | } |
| 47 | }, |
| 48 | { |
| 49 | "shape": )" + axisShape + R"( , |
| 50 | "type": "INT32", |
| 51 | "buffer": 2, |
| 52 | "name": "axis", |
| 53 | "quantization": { |
| 54 | "min": [ 0.0 ], |
| 55 | "max": [ 255.0 ], |
| 56 | "scale": [ 1.0 ], |
| 57 | "zero_point": [ 0 ], |
| 58 | } |
| 59 | } |
| 60 | ], |
| 61 | "inputs": [ 0 ], |
| 62 | "outputs": [ 1 ], |
| 63 | "operators": [ |
| 64 | { |
| 65 | "opcode_index": 0, |
| 66 | "inputs": [ 0 , 2 ], |
| 67 | "outputs": [ 1 ], |
| 68 | "builtin_options_type": "ReducerOptions", |
| 69 | "builtin_options": { |
| 70 | "keep_dims": true, |
| 71 | }, |
| 72 | "custom_options_format": "FLEXBUFFERS" |
| 73 | } |
| 74 | ], |
| 75 | } ], |
| 76 | "buffers" : [ |
| 77 | { }, |
| 78 | { }, |
| 79 | { "data": )" + axisData + R"(, }, |
| 80 | ] |
| 81 | } |
| 82 | )"; |
| 83 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 84 | } |
| 85 | }; |
| 86 | |
| 87 | struct SimpleProdFixture : public ProdFixture |
| 88 | { |
| 89 | SimpleProdFixture() : ProdFixture("[ 1, 3, 2, 4 ]", "[ 1, 1, 1, 4 ]", "[ 2 ]", "[ 1, 0, 0, 0, 2, 0, 0, 0 ]") {} |
| 90 | }; |
| 91 | |
| 92 | TEST_CASE_FIXTURE(SimpleProdFixture, "ParseProd") |
| 93 | { |
| 94 | RunTest<4, armnn::DataType::Float32, armnn::DataType::Float32> |
| 95 | (0, {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, |
| 96 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 97 | |
| 98 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 99 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 100 | |
| 101 | 11.0f, 22.0f, 33.0f, 44.0f, |
| 102 | 55.0f, 66.0f, 77.0f, 88.0f } } }, |
| 103 | {{ "outputTensor", { 1512500.f, 20908800.f, 112058100.f, 396492800.f } } }); |
| 104 | } |
| 105 | |
| 106 | } |