Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [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 ReshapeFixture : public ParserFlatbuffersFixture |
| 16 | { |
| 17 | explicit ReshapeFixture(const std::string& inputShape, |
| 18 | const std::string& outputShape, |
| 19 | const std::string& newShape) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | "version": 3, |
| 24 | "operator_codes": [ { "builtin_code": "RESHAPE" } ], |
| 25 | "subgraphs": [ { |
| 26 | "tensors": [ |
| 27 | {)"; |
| 28 | m_JsonString += R"( |
| 29 | "shape" : )" + inputShape + ","; |
| 30 | m_JsonString += R"( |
| 31 | "type": "UINT8", |
| 32 | "buffer": 0, |
| 33 | "name": "inputTensor", |
| 34 | "quantization": { |
| 35 | "min": [ 0.0 ], |
| 36 | "max": [ 255.0 ], |
| 37 | "scale": [ 1.0 ], |
| 38 | "zero_point": [ 0 ], |
| 39 | } |
| 40 | }, |
| 41 | {)"; |
| 42 | m_JsonString += R"( |
| 43 | "shape" : )" + outputShape; |
| 44 | m_JsonString += R"(, |
| 45 | "type": "UINT8", |
| 46 | "buffer": 1, |
| 47 | "name": "outputTensor", |
| 48 | "quantization": { |
| 49 | "min": [ 0.0 ], |
| 50 | "max": [ 255.0 ], |
| 51 | "scale": [ 1.0 ], |
| 52 | "zero_point": [ 0 ], |
| 53 | } |
| 54 | } |
| 55 | ], |
| 56 | "inputs": [ 0 ], |
| 57 | "outputs": [ 1 ], |
| 58 | "operators": [ |
| 59 | { |
| 60 | "opcode_index": 0, |
| 61 | "inputs": [ 0 ], |
| 62 | "outputs": [ 1 ], |
| 63 | "builtin_options_type": "ReshapeOptions", |
| 64 | "builtin_options": {)"; |
| 65 | if (!newShape.empty()) |
| 66 | { |
| 67 | m_JsonString += R"("new_shape" : )" + newShape; |
| 68 | } |
| 69 | m_JsonString += R"(}, |
| 70 | "custom_options_format": "FLEXBUFFERS" |
| 71 | } |
| 72 | ], |
| 73 | } ], |
| 74 | "buffers" : [ {}, {} ] |
| 75 | } |
| 76 | )"; |
| 77 | |
| 78 | } |
| 79 | }; |
| 80 | |
| 81 | struct ReshapeFixtureWithReshapeDims : ReshapeFixture |
| 82 | { |
| 83 | ReshapeFixtureWithReshapeDims() : ReshapeFixture("[ 1, 9 ]", "[ 3, 3 ]", "[ 3, 3 ]") {} |
| 84 | }; |
| 85 | |
| 86 | BOOST_FIXTURE_TEST_CASE(ParseReshapeWithReshapeDims, ReshapeFixtureWithReshapeDims) |
| 87 | { |
| 88 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 89 | RunTest<2, armnn::DataType::QuantisedAsymm8>(0, |
| 90 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 91 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 92 | BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| 93 | == armnn::TensorShape({3,3}))); |
| 94 | } |
| 95 | |
| 96 | struct ReshapeFixtureWithReshapeDimsFlatten : ReshapeFixture |
| 97 | { |
Narumol Prangnawarat | 672de57 | 2019-04-23 15:28:06 +0100 | [diff] [blame] | 98 | ReshapeFixtureWithReshapeDimsFlatten() : ReshapeFixture("[ 3, 3 ]", "[ 9 ]", "[ -1 ]") {} |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 99 | }; |
| 100 | |
| 101 | BOOST_FIXTURE_TEST_CASE(ParseReshapeWithReshapeDimsFlatten, ReshapeFixtureWithReshapeDimsFlatten) |
| 102 | { |
| 103 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Narumol Prangnawarat | 672de57 | 2019-04-23 15:28:06 +0100 | [diff] [blame] | 104 | RunTest<1, armnn::DataType::QuantisedAsymm8>(0, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 105 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 106 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 107 | BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
Narumol Prangnawarat | 672de57 | 2019-04-23 15:28:06 +0100 | [diff] [blame] | 108 | == armnn::TensorShape({9}))); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 109 | } |
| 110 | |
| 111 | struct ReshapeFixtureWithReshapeDimsFlattenTwoDims : ReshapeFixture |
| 112 | { |
| 113 | ReshapeFixtureWithReshapeDimsFlattenTwoDims() : ReshapeFixture("[ 3, 2, 3 ]", "[ 2, 9 ]", "[ 2, -1 ]") {} |
| 114 | }; |
| 115 | |
| 116 | BOOST_FIXTURE_TEST_CASE(ParseReshapeWithReshapeDimsFlattenTwoDims, ReshapeFixtureWithReshapeDimsFlattenTwoDims) |
| 117 | { |
| 118 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 119 | RunTest<2, armnn::DataType::QuantisedAsymm8>(0, |
| 120 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }, |
| 121 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 122 | BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| 123 | == armnn::TensorShape({2,9}))); |
| 124 | } |
| 125 | |
| 126 | struct ReshapeFixtureWithReshapeDimsFlattenOneDim : ReshapeFixture |
| 127 | { |
| 128 | ReshapeFixtureWithReshapeDimsFlattenOneDim() : ReshapeFixture("[ 2, 9 ]", "[ 2, 3, 3 ]", "[ 2, -1, 3 ]") {} |
| 129 | }; |
| 130 | |
| 131 | BOOST_FIXTURE_TEST_CASE(ParseReshapeWithReshapeDimsFlattenOneDim, ReshapeFixtureWithReshapeDimsFlattenOneDim) |
| 132 | { |
| 133 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 134 | RunTest<3, armnn::DataType::QuantisedAsymm8>(0, |
| 135 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }, |
| 136 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 137 | BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| 138 | == armnn::TensorShape({2,3,3}))); |
| 139 | } |
| 140 | |
| 141 | BOOST_AUTO_TEST_SUITE_END() |