telsoa01 | c577f2c | 2018-08-31 09:22:23 +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. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 4 | // |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 5 | #include "ParserFlatbuffersFixture.hpp" |
| 6 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 7 | TEST_SUITE("TensorflowLiteParser_AvgPool2D") |
| 8 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 9 | struct AvgPool2DFixture : public ParserFlatbuffersFixture |
| 10 | { |
| 11 | explicit AvgPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType) |
| 12 | { |
| 13 | m_JsonString = R"( |
| 14 | { |
| 15 | "version": 3, |
| 16 | "operator_codes": [ { "builtin_code": "AVERAGE_POOL_2D" } ], |
| 17 | "subgraphs": [ |
| 18 | { |
| 19 | "tensors": [ |
| 20 | { |
| 21 | "shape": )" |
| 22 | + outputdim |
| 23 | + R"(, |
| 24 | "type": )" |
| 25 | + dataType |
| 26 | + R"(, |
| 27 | "buffer": 0, |
| 28 | "name": "OutputTensor", |
| 29 | "quantization": { |
| 30 | "min": [ 0.0 ], |
| 31 | "max": [ 255.0 ], |
| 32 | "scale": [ 1.0 ], |
| 33 | "zero_point": [ 0 ] |
| 34 | } |
| 35 | }, |
| 36 | { |
| 37 | "shape": )" |
| 38 | + inputdim |
| 39 | + R"(, |
| 40 | "type": )" |
| 41 | + dataType |
| 42 | + R"(, |
| 43 | "buffer": 1, |
| 44 | "name": "InputTensor", |
| 45 | "quantization": { |
| 46 | "min": [ 0.0 ], |
| 47 | "max": [ 255.0 ], |
| 48 | "scale": [ 1.0 ], |
| 49 | "zero_point": [ 0 ] |
| 50 | } |
| 51 | } |
| 52 | ], |
| 53 | "inputs": [ 1 ], |
| 54 | "outputs": [ 0 ], |
| 55 | "operators": [ { |
| 56 | "opcode_index": 0, |
| 57 | "inputs": [ 1 ], |
| 58 | "outputs": [ 0 ], |
| 59 | "builtin_options_type": "Pool2DOptions", |
| 60 | "builtin_options": |
| 61 | { |
| 62 | "padding": "VALID", |
| 63 | "stride_w": 2, |
| 64 | "stride_h": 2, |
| 65 | "filter_width": 2, |
| 66 | "filter_height": 2, |
| 67 | "fused_activation_function": "NONE" |
| 68 | }, |
| 69 | "custom_options_format": "FLEXBUFFERS" |
| 70 | } ] |
| 71 | } |
| 72 | ], |
| 73 | "description": "AvgPool2D test.", |
| 74 | "buffers" : [ {}, {} ] |
| 75 | })"; |
| 76 | |
| 77 | SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); |
| 78 | } |
| 79 | }; |
| 80 | |
| 81 | |
| 82 | struct AvgPoolLiteFixtureUint1DOutput : AvgPool2DFixture |
| 83 | { |
| 84 | AvgPoolLiteFixtureUint1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {} |
| 85 | }; |
| 86 | |
| 87 | struct AvgPoolLiteFixtureFloat1DOutput : AvgPool2DFixture |
| 88 | { |
| 89 | AvgPoolLiteFixtureFloat1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {} |
| 90 | }; |
| 91 | |
| 92 | struct AvgPoolLiteFixture2DOutput : AvgPool2DFixture |
| 93 | { |
| 94 | AvgPoolLiteFixture2DOutput() : AvgPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {} |
| 95 | }; |
| 96 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 97 | TEST_CASE_FIXTURE(AvgPoolLiteFixtureUint1DOutput, "AvgPoolLite1DOutput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 98 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 99 | RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 }); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 100 | } |
| 101 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 102 | TEST_CASE_FIXTURE(AvgPoolLiteFixtureFloat1DOutput, "AvgPoolLiteFloat1DOutput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 103 | { |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 104 | RunTest<4, armnn::DataType::Float32>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 3.0f }); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | } |
| 106 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 107 | TEST_CASE_FIXTURE(AvgPoolLiteFixture2DOutput, "AvgPoolLite2DOutput") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 108 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 109 | RunTest<4, armnn::DataType::QAsymmU8>( |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 110 | 0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 4, 5, 2, 2 }); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 111 | } |
| 112 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 113 | TEST_CASE_FIXTURE(AvgPoolLiteFixtureFloat1DOutput, "IncorrectDataTypeError") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 114 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 115 | CHECK_THROWS_AS((RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 })), armnn::Exception); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 116 | } |
| 117 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 118 | } |