Bruno Goncalves | f803f78 | 2018-12-18 13:40:30 -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 | BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| 14 | |
| 15 | struct MultiplicationFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit MultiplicationFixture(const std::string & inputShape1, |
| 18 | const std::string & inputShape2, |
| 19 | const std::string & outputShape, |
| 20 | const std::string & activation="NONE") |
| 21 | { |
| 22 | m_JsonString = R"( |
| 23 | { |
| 24 | "version": 3, |
| 25 | "operator_codes": [ { "builtin_code": "MUL" } ], |
| 26 | "subgraphs": [ { |
| 27 | "tensors": [ |
| 28 | { |
| 29 | "shape": )" + inputShape1 + R"(, |
| 30 | "type": "FLOAT32", |
| 31 | "buffer": 0, |
| 32 | "name": "inputTensor1", |
| 33 | "quantization": { |
| 34 | "min": [ 0.0 ], |
| 35 | "max": [ 255.0 ], |
| 36 | "scale": [ 1.0 ], |
| 37 | "zero_point": [ 0 ], |
| 38 | } |
| 39 | }, |
| 40 | { |
| 41 | "shape": )" + inputShape2 + R"(, |
| 42 | "type": "FLOAT32", |
| 43 | "buffer": 1, |
| 44 | "name": "inputTensor2", |
| 45 | "quantization": { |
| 46 | "min": [ 0.0 ], |
| 47 | "max": [ 255.0 ], |
| 48 | "scale": [ 1.0 ], |
| 49 | "zero_point": [ 0 ], |
| 50 | } |
| 51 | }, |
| 52 | { |
| 53 | "shape": )" + outputShape + R"( , |
| 54 | "type": "FLOAT32", |
| 55 | "buffer": 2, |
| 56 | "name": "outputTensor", |
| 57 | "quantization": { |
| 58 | "min": [ 0.0 ], |
| 59 | "max": [ 255.0 ], |
| 60 | "scale": [ 1.0 ], |
| 61 | "zero_point": [ 0 ], |
| 62 | } |
| 63 | } |
| 64 | ], |
| 65 | "inputs": [ 0, 1 ], |
| 66 | "outputs": [ 2 ], |
| 67 | "operators": [ |
| 68 | { |
| 69 | "opcode_index": 0, |
| 70 | "inputs": [ 0, 1 ], |
| 71 | "outputs": [ 2 ], |
| 72 | "builtin_options_type": "MulOptions", |
| 73 | "builtin_options": { |
| 74 | "fused_activation_function": )" + activation + R"( |
| 75 | }, |
| 76 | "custom_options_format": "FLEXBUFFERS" |
| 77 | } |
| 78 | ], |
| 79 | } ], |
| 80 | "buffers" : [ |
| 81 | { }, |
| 82 | { } |
| 83 | ] |
| 84 | } |
| 85 | )"; |
| 86 | Setup(); |
| 87 | } |
| 88 | }; |
| 89 | |
| 90 | struct SimpleMultiplicationFixture : public MultiplicationFixture |
| 91 | { |
| 92 | SimpleMultiplicationFixture() : MultiplicationFixture("[ 1, 2, 2, 3 ]", "[ 1, 2, 2, 3 ]", "[ 1, 2, 2, 3 ]") {} |
| 93 | }; |
| 94 | |
| 95 | BOOST_FIXTURE_TEST_CASE(ParseMultiplication, SimpleMultiplicationFixture) |
| 96 | { |
Matthew Bentham | 0edd467 | 2019-01-22 17:26:59 +0000 | [diff] [blame] | 97 | using armnn::DataType; |
| 98 | RunTest<4, DataType::Float32>(0, {{ "inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 99 | 3.0f, 4.0f, 5.0f, |
| 100 | 6.0f, 7.0f, 8.0f, |
| 101 | 9.0f, 10.0f, 11.0f } }, |
| 102 | { "inputTensor2", { 1.0f, 1.0f, 1.0f, |
| 103 | 5.0f, 5.0f, 5.0f, |
| 104 | 1.0f, 1.0f, 1.0f, |
| 105 | 5.0f, 5.0f, 5.0f} } }, |
| 106 | {{ "outputTensor", { 0.0f, 1.0f, 2.0f, |
| 107 | 15.0f, 20.0f, 25.0f, |
| 108 | 6.0f, 7.0f, 8.0f, |
| 109 | 45.0f, 50.0f, 55.0f } } }); |
Bruno Goncalves | f803f78 | 2018-12-18 13:40:30 -0200 | [diff] [blame] | 110 | } |
| 111 | |
Bruno Goncalves | 9c761a6 | 2018-12-27 14:20:35 -0200 | [diff] [blame] | 112 | struct MultiplicationBroadcastFixture4D1D : public MultiplicationFixture |
| 113 | { |
| 114 | MultiplicationBroadcastFixture4D1D() : MultiplicationFixture("[ 1, 2, 2, 3 ]", "[ 1 ]", "[ 1, 2, 2, 3 ]") {} |
| 115 | }; |
| 116 | |
| 117 | BOOST_FIXTURE_TEST_CASE(ParseMultiplicationBroadcast4D1D, MultiplicationBroadcastFixture4D1D) |
| 118 | { |
Matthew Bentham | 0edd467 | 2019-01-22 17:26:59 +0000 | [diff] [blame] | 119 | using armnn::DataType; |
| 120 | RunTest<4, DataType::Float32>(0, {{ "inputTensor1", { 0.0f, 1.0f, 2.0f, |
| 121 | 3.0f, 4.0f, 5.0f, |
| 122 | 6.0f, 7.0f, 8.0f, |
| 123 | 9.0f, 10.0f, 11.0f } }, |
| 124 | { "inputTensor2", { 5.0f } } }, |
| 125 | {{ "outputTensor", { 0.0f, 5.0f, 10.0f, |
| 126 | 15.0f, 20.0f, 25.0f, |
| 127 | 30.0f, 35.0f, 40.0f, |
| 128 | 45.0f, 50.0f, 55.0f } } }); |
Bruno Goncalves | 9c761a6 | 2018-12-27 14:20:35 -0200 | [diff] [blame] | 129 | } |
| 130 | |
| 131 | struct MultiplicationBroadcastFixture1D4D : public MultiplicationFixture |
| 132 | { |
| 133 | MultiplicationBroadcastFixture1D4D() : MultiplicationFixture("[ 1 ]", "[ 1, 2, 2, 3 ]", "[ 1, 2, 2, 3 ]") {} |
| 134 | }; |
| 135 | |
| 136 | BOOST_FIXTURE_TEST_CASE(ParseMultiplicationBroadcast1D4D, MultiplicationBroadcastFixture1D4D) |
| 137 | { |
Matthew Bentham | 0edd467 | 2019-01-22 17:26:59 +0000 | [diff] [blame] | 138 | using armnn::DataType; |
| 139 | RunTest<4, DataType::Float32>(0, {{ "inputTensor1", { 3.0f } }, |
| 140 | { "inputTensor2", { 0.0f, 1.0f, 2.0f, |
| 141 | 3.0f, 4.0f, 5.0f, |
| 142 | 6.0f, 7.0f, 8.0f, |
| 143 | 9.0f, 10.0f, 11.0f } } }, |
| 144 | {{ "outputTensor", { 0.0f, 3.0f, 6.0f, |
| 145 | 9.0f, 12.0f, 15.0f, |
| 146 | 18.0f, 21.0f, 24.0f, |
| 147 | 27.0f, 30.0f, 33.0f } } }); |
Bruno Goncalves | 9c761a6 | 2018-12-27 14:20:35 -0200 | [diff] [blame] | 148 | } |
| 149 | |
Bruno Goncalves | f803f78 | 2018-12-18 13:40:30 -0200 | [diff] [blame] | 150 | BOOST_AUTO_TEST_SUITE_END() |