| // |
| // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| |
| TEST_SUITE("TensorflowLiteParser_Pad") |
| { |
| struct PadV2Fixture : public ParserFlatbuffersFixture |
| { |
| explicit PadV2Fixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& padListShape, |
| const std::string& padListData, |
| const std::string& constantValuesShape, |
| const std::string& constantValuesData, |
| const std::string& dataType = "FLOAT32", |
| const std::string& scale = "1.0", |
| const std::string& offset = "0") |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "PADV2" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 1, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| } |
| }, |
| { |
| "shape": )" + padListShape + R"( , |
| "type": "INT64", |
| "buffer": 2, |
| "name": "padList", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + constantValuesShape + R"( , |
| "type": )" + dataType + R"(, |
| "buffer": 3, |
| "name": "constantValues", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 2, 3 ], |
| "outputs": [ 1 ], |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + padListData + R"(, }, |
| { "data": )" + constantValuesData + R"(, }, |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimplePadV2Fixture : public PadV2Fixture |
| { |
| SimplePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| "[1]", "[0,0,160,64]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimplePadV2Fixture, "ParsePadV2") |
| { |
| RunTest<2, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| {{ "outputTensor", { 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, |
| 5.0f, 5.0f, 1.0f, 2.0f, 3.0f, 5.0f, 5.0f, |
| 5.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 5.0f, |
| 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f }}}); |
| } |
| |
| struct NoConstValuePadV2Fixture : public PadV2Fixture |
| { |
| NoConstValuePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| "[]", "[]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(NoConstValuePadV2Fixture, "ParsePadV2NoConstValue") |
| { |
| RunTest<2, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| {{ "outputTensor", { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, .0f, |
| 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, |
| 0.0f, 0.0f, 4.0f, 5.0f, 6.0f, 0.0f, 0.0f, |
| 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f }}}); |
| } |
| |
| struct Uint8PadV2Fixture : public PadV2Fixture |
| { |
| Uint8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| "[1]", "[1]","UINT8", "-2.0", "3") {} |
| }; |
| |
| TEST_CASE_FIXTURE(Uint8PadV2Fixture, "ParsePadV2Uint8") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8> |
| (0, |
| {{ "inputTensor", { 1, 2, 3, 4, 5, 6 }}}, |
| {{ "outputTensor", { 1, 1, 1, 1, 1, 1, 1, |
| 1, 1, 1, 2, 3, 1, 1, |
| 1, 1, 4, 5, 6, 1, 1, |
| 1, 1, 1, 1, 1, 1, 1 }}}); |
| } |
| |
| struct Int8PadV2Fixture : public PadV2Fixture |
| { |
| Int8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", |
| "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", |
| "[1]", "[2]","INT8", "-2.0", "3") {} |
| }; |
| |
| TEST_CASE_FIXTURE(Int8PadV2Fixture, "ParsePadV2Int8") |
| { |
| RunTest<2, armnn::DataType::QAsymmS8> |
| (0, |
| {{ "inputTensor", { 1, -2, 3, 4, 5, -6 }}}, |
| {{ "outputTensor", { 2, 2, 2, 2, 2, 2, 2, |
| 2, 2, 1, -2, 3, 2, 2, |
| 2, 2, 4, 5, -6, 2, 2, |
| 2, 2, 2, 2, 2, 2, 2 }}}); |
| } |
| |
| } |