Sadik | b94967b | 2018-09-19 15:30:00 +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. |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 7 | |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("TensorflowLiteParser_Reshape") |
| 10 | { |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 11 | struct ReshapeFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit ReshapeFixture(const std::string& inputShape, |
| 14 | const std::string& outputShape, |
| 15 | const std::string& newShape) |
| 16 | { |
| 17 | m_JsonString = R"( |
| 18 | { |
| 19 | "version": 3, |
| 20 | "operator_codes": [ { "builtin_code": "RESHAPE" } ], |
| 21 | "subgraphs": [ { |
| 22 | "tensors": [ |
| 23 | {)"; |
| 24 | m_JsonString += R"( |
| 25 | "shape" : )" + inputShape + ","; |
| 26 | m_JsonString += R"( |
| 27 | "type": "UINT8", |
| 28 | "buffer": 0, |
| 29 | "name": "inputTensor", |
| 30 | "quantization": { |
| 31 | "min": [ 0.0 ], |
| 32 | "max": [ 255.0 ], |
| 33 | "scale": [ 1.0 ], |
| 34 | "zero_point": [ 0 ], |
| 35 | } |
| 36 | }, |
| 37 | {)"; |
| 38 | m_JsonString += R"( |
| 39 | "shape" : )" + outputShape; |
| 40 | m_JsonString += R"(, |
| 41 | "type": "UINT8", |
| 42 | "buffer": 1, |
| 43 | "name": "outputTensor", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ 1.0 ], |
| 48 | "zero_point": [ 0 ], |
| 49 | } |
| 50 | } |
| 51 | ], |
| 52 | "inputs": [ 0 ], |
| 53 | "outputs": [ 1 ], |
| 54 | "operators": [ |
| 55 | { |
| 56 | "opcode_index": 0, |
| 57 | "inputs": [ 0 ], |
| 58 | "outputs": [ 1 ], |
| 59 | "builtin_options_type": "ReshapeOptions", |
| 60 | "builtin_options": {)"; |
| 61 | if (!newShape.empty()) |
| 62 | { |
| 63 | m_JsonString += R"("new_shape" : )" + newShape; |
| 64 | } |
| 65 | m_JsonString += R"(}, |
| 66 | "custom_options_format": "FLEXBUFFERS" |
| 67 | } |
| 68 | ], |
| 69 | } ], |
| 70 | "buffers" : [ {}, {} ] |
| 71 | } |
| 72 | )"; |
| 73 | |
| 74 | } |
| 75 | }; |
| 76 | |
| 77 | struct ReshapeFixtureWithReshapeDims : ReshapeFixture |
| 78 | { |
| 79 | ReshapeFixtureWithReshapeDims() : ReshapeFixture("[ 1, 9 ]", "[ 3, 3 ]", "[ 3, 3 ]") {} |
| 80 | }; |
| 81 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 82 | TEST_CASE_FIXTURE(ReshapeFixtureWithReshapeDims, "ParseReshapeWithReshapeDims") |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 83 | { |
| 84 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 85 | RunTest<2, armnn::DataType::QAsymmU8>(0, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 86 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 87 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 88 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 89 | == armnn::TensorShape({3,3}))); |
| 90 | } |
| 91 | |
| 92 | struct ReshapeFixtureWithReshapeDimsFlatten : ReshapeFixture |
| 93 | { |
Narumol Prangnawarat | 672de57 | 2019-04-23 15:28:06 +0100 | [diff] [blame] | 94 | ReshapeFixtureWithReshapeDimsFlatten() : ReshapeFixture("[ 3, 3 ]", "[ 9 ]", "[ -1 ]") {} |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 95 | }; |
| 96 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 97 | TEST_CASE_FIXTURE(ReshapeFixtureWithReshapeDimsFlatten, "ParseReshapeWithReshapeDimsFlatten") |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 98 | { |
| 99 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 100 | RunTest<1, armnn::DataType::QAsymmU8>(0, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 101 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }, |
| 102 | { 1, 2, 3, 4, 5, 6, 7, 8, 9 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 103 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
Narumol Prangnawarat | 672de57 | 2019-04-23 15:28:06 +0100 | [diff] [blame] | 104 | == armnn::TensorShape({9}))); |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 105 | } |
| 106 | |
| 107 | struct ReshapeFixtureWithReshapeDimsFlattenTwoDims : ReshapeFixture |
| 108 | { |
| 109 | ReshapeFixtureWithReshapeDimsFlattenTwoDims() : ReshapeFixture("[ 3, 2, 3 ]", "[ 2, 9 ]", "[ 2, -1 ]") {} |
| 110 | }; |
| 111 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 112 | TEST_CASE_FIXTURE(ReshapeFixtureWithReshapeDimsFlattenTwoDims, "ParseReshapeWithReshapeDimsFlattenTwoDims") |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 113 | { |
| 114 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 115 | RunTest<2, armnn::DataType::QAsymmU8>(0, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 116 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }, |
| 117 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 118 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 119 | == armnn::TensorShape({2,9}))); |
| 120 | } |
| 121 | |
| 122 | struct ReshapeFixtureWithReshapeDimsFlattenOneDim : ReshapeFixture |
| 123 | { |
| 124 | ReshapeFixtureWithReshapeDimsFlattenOneDim() : ReshapeFixture("[ 2, 9 ]", "[ 2, 3, 3 ]", "[ 2, -1, 3 ]") {} |
| 125 | }; |
| 126 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 127 | TEST_CASE_FIXTURE(ReshapeFixtureWithReshapeDimsFlattenOneDim, "ParseReshapeWithReshapeDimsFlattenOneDim") |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 128 | { |
| 129 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 130 | RunTest<3, armnn::DataType::QAsymmU8>(0, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 131 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }, |
| 132 | { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 }); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 133 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
Sadik | b94967b | 2018-09-19 15:30:00 +0100 | [diff] [blame] | 134 | == armnn::TensorShape({2,3,3}))); |
| 135 | } |
| 136 | |
Sadik Armagan | d109a4d | 2020-07-28 10:42:13 +0100 | [diff] [blame] | 137 | struct DynamicReshapeFixtureWithReshapeDimsFlattenOneDim : ReshapeFixture |
| 138 | { |
| 139 | DynamicReshapeFixtureWithReshapeDimsFlattenOneDim() : ReshapeFixture("[ 2, 9 ]", |
| 140 | "[ ]", |
| 141 | "[ 2, -1, 3 ]") {} |
| 142 | }; |
| 143 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 144 | TEST_CASE_FIXTURE(DynamicReshapeFixtureWithReshapeDimsFlattenOneDim, "DynParseReshapeWithReshapeDimsFlattenOneDim") |
Sadik Armagan | d109a4d | 2020-07-28 10:42:13 +0100 | [diff] [blame] | 145 | { |
| 146 | SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| 147 | RunTest<3, |
| 148 | armnn::DataType::QAsymmU8, |
| 149 | armnn::DataType::QAsymmU8>(0, |
| 150 | { { "inputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 } } }, |
| 151 | { { "outputTensor", { 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6 } } }, |
| 152 | true); |
| 153 | } |
| 154 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 155 | } |