Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 1 | // |
Finn Williams | b49ed18 | 2021-06-29 15:50:08 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 5 | |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 8 | TEST_SUITE("TensorflowLiteParser_MaxPool2D") |
| 9 | { |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 10 | struct MaxPool2DFixture : public ParserFlatbuffersFixture |
| 11 | { |
| 12 | explicit MaxPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType) |
| 13 | { |
| 14 | m_JsonString = R"( |
| 15 | { |
| 16 | "version": 3, |
| 17 | "operator_codes": [ { "builtin_code": "MAX_POOL_2D" } ], |
| 18 | "subgraphs": [ |
| 19 | { |
| 20 | "tensors": [ |
| 21 | { |
| 22 | "shape": )" |
| 23 | + outputdim |
| 24 | + R"(, |
| 25 | "type": )" |
| 26 | + dataType |
| 27 | + R"(, |
| 28 | "buffer": 0, |
| 29 | "name": "OutputTensor", |
| 30 | "quantization": { |
| 31 | "min": [ 0.0 ], |
| 32 | "max": [ 255.0 ], |
| 33 | "scale": [ 1.0 ], |
| 34 | "zero_point": [ 0 ] |
| 35 | } |
| 36 | }, |
| 37 | { |
| 38 | "shape": )" |
| 39 | + inputdim |
| 40 | + R"(, |
| 41 | "type": )" |
| 42 | + dataType |
| 43 | + R"(, |
| 44 | "buffer": 1, |
| 45 | "name": "InputTensor", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ 1.0 ], |
| 50 | "zero_point": [ 0 ] |
| 51 | } |
| 52 | } |
| 53 | ], |
| 54 | "inputs": [ 1 ], |
| 55 | "outputs": [ 0 ], |
| 56 | "operators": [ { |
| 57 | "opcode_index": 0, |
| 58 | "inputs": [ 1 ], |
| 59 | "outputs": [ 0 ], |
| 60 | "builtin_options_type": "Pool2DOptions", |
| 61 | "builtin_options": |
| 62 | { |
| 63 | "padding": "VALID", |
| 64 | "stride_w": 2, |
| 65 | "stride_h": 2, |
| 66 | "filter_width": 2, |
| 67 | "filter_height": 2, |
| 68 | "fused_activation_function": "NONE" |
| 69 | }, |
| 70 | "custom_options_format": "FLEXBUFFERS" |
| 71 | } ] |
| 72 | } |
| 73 | ], |
| 74 | "description": "MaxPool2D test.", |
| 75 | "buffers" : [ {}, {} ] |
| 76 | })"; |
| 77 | |
| 78 | SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); |
| 79 | } |
| 80 | }; |
| 81 | |
| 82 | |
| 83 | struct MaxPoolLiteFixtureUint1DOutput : MaxPool2DFixture |
| 84 | { |
| 85 | MaxPoolLiteFixtureUint1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {} |
| 86 | }; |
| 87 | |
| 88 | struct MaxPoolLiteFixtureFloat1DOutput : MaxPool2DFixture |
| 89 | { |
| 90 | MaxPoolLiteFixtureFloat1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {} |
| 91 | }; |
| 92 | |
| 93 | struct MaxPoolLiteFixtureUint2DOutput : MaxPool2DFixture |
| 94 | { |
| 95 | MaxPoolLiteFixtureUint2DOutput() : MaxPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {} |
| 96 | }; |
| 97 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 98 | TEST_CASE_FIXTURE(MaxPoolLiteFixtureUint1DOutput, "MaxPoolLiteUint1DOutput") |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 99 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 100 | RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 }); |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 101 | } |
| 102 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 103 | TEST_CASE_FIXTURE(MaxPoolLiteFixtureFloat1DOutput, "MaxPoolLiteFloat1DOutput") |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 104 | { |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 105 | RunTest<4, armnn::DataType::Float32>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 5.0f }); |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 106 | } |
| 107 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | TEST_CASE_FIXTURE(MaxPoolLiteFixtureUint2DOutput, "MaxPoolLiteUint2DOutput") |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 109 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 110 | RunTest<4, armnn::DataType::QAsymmU8>( |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 111 | 0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 6, 8, 3, 4 }); |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 112 | } |
| 113 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 114 | TEST_CASE_FIXTURE(MaxPoolLiteFixtureFloat1DOutput, "MaxPoolIncorrectDataTypeError") |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 115 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 116 | CHECK_THROWS_AS((RunTest<4, armnn::DataType::QAsymmU8>(0, { 2, 3, 5, 2 }, { 5 })), armnn::Exception); |
Nattapat Chaimanowong | b66504b | 2018-10-17 15:19:14 +0100 | [diff] [blame] | 117 | } |
| 118 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 119 | } |