| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| |
| TEST_SUITE("TensorflowLiteParser_Comparison") |
| { |
| struct ComparisonFixture : public ParserFlatbuffersFixture |
| { |
| explicit ComparisonFixture(const std::string& operatorCode, |
| const std::string& dataType, |
| const std::string& inputShape, |
| const std::string& inputShape2, |
| const std::string& outputShape) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": )" + operatorCode + R"( } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": )" + dataType + R"( , |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + inputShape2 + R"(, |
| "type": )" + dataType + R"( , |
| "buffer": 1, |
| "name": "inputTensor2", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "BOOL", |
| "buffer": 2, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { } |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct SimpleEqualFixture : public ComparisonFixture |
| { |
| SimpleEqualFixture() : ComparisonFixture("EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleEqualFixture, "SimpleEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 0, 1, 5, 6 }}}, |
| {{"outputTensor", { 1, 1, 0, 0 }}}); |
| } |
| |
| struct BroadcastEqualFixture : public ComparisonFixture |
| { |
| BroadcastEqualFixture() : ComparisonFixture("EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastEqualFixture, "BroadcastEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 0, 1 }}}, |
| {{"outputTensor", { 1, 1, 0, 0 }}}); |
| } |
| |
| struct SimpleNotEqualFixture : public ComparisonFixture |
| { |
| SimpleNotEqualFixture() : ComparisonFixture("NOT_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleNotEqualFixture, "SimpleNotEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 0, 1, 5, 6 }}}, |
| {{"outputTensor", { 0, 0, 1, 1 }}}); |
| } |
| |
| struct BroadcastNotEqualFixture : public ComparisonFixture |
| { |
| BroadcastNotEqualFixture() : ComparisonFixture("NOT_EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastNotEqualFixture, "BroadcastNotEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 0, 1 }}}, |
| {{"outputTensor", { 0, 0, 1, 1 }}}); |
| } |
| |
| struct SimpleGreaterFixture : public ComparisonFixture |
| { |
| SimpleGreaterFixture() : ComparisonFixture("GREATER", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleGreaterFixture, "SimpleGreater") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 2, 3, 6 }}, |
| {"inputTensor2", { 0, 1, 5, 3 }}}, |
| {{"outputTensor", { 0, 1, 0, 1 }}}); |
| } |
| |
| struct BroadcastGreaterFixture : public ComparisonFixture |
| { |
| BroadcastGreaterFixture() : ComparisonFixture("GREATER", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastGreaterFixture, "BroadcastGreater") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 5, 4, 1, 0 }}, |
| {"inputTensor2", { 2, 3 }}}, |
| {{"outputTensor", { 1, 1, 0, 0 }}}); |
| } |
| |
| struct SimpleGreaterOrEqualFixture : public ComparisonFixture |
| { |
| SimpleGreaterOrEqualFixture() : ComparisonFixture("GREATER_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleGreaterOrEqualFixture, "SimpleGreaterOrEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 2, 3, 6 }}, |
| {"inputTensor2", { 0, 1, 5, 3 }}}, |
| {{"outputTensor", { 1, 1, 0, 1 }}}); |
| } |
| |
| struct BroadcastGreaterOrEqualFixture : public ComparisonFixture |
| { |
| BroadcastGreaterOrEqualFixture() : ComparisonFixture("GREATER_EQUAL", "UINT8", |
| "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastGreaterOrEqualFixture, "BroadcastGreaterOrEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 5, 4, 1, 0 }}, |
| {"inputTensor2", { 2, 4 }}}, |
| {{"outputTensor", { 1, 1, 0, 0 }}}); |
| } |
| |
| struct SimpleLessFixture : public ComparisonFixture |
| { |
| SimpleLessFixture() : ComparisonFixture("LESS", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleLessFixture, "SimpleLess") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 2, 3, 6 }}, |
| {"inputTensor2", { 0, 1, 5, 3 }}}, |
| {{"outputTensor", { 0, 0, 1, 0 }}}); |
| } |
| |
| struct BroadcastLessFixture : public ComparisonFixture |
| { |
| BroadcastLessFixture() : ComparisonFixture("LESS", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastLessFixture, "BroadcastLess") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 5, 4, 1, 0 }}, |
| {"inputTensor2", { 2, 3 }}}, |
| {{"outputTensor", { 0, 0, 1, 1 }}}); |
| } |
| |
| struct SimpleLessOrEqualFixture : public ComparisonFixture |
| { |
| SimpleLessOrEqualFixture() : ComparisonFixture("LESS_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleLessOrEqualFixture, "SimpleLessOrEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 0, 2, 3, 6 }}, |
| {"inputTensor2", { 0, 1, 5, 3 }}}, |
| {{"outputTensor", { 1, 0, 1, 0 }}}); |
| } |
| |
| struct BroadcastLessOrEqualFixture : public ComparisonFixture |
| { |
| BroadcastLessOrEqualFixture() : ComparisonFixture("LESS_EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(BroadcastLessOrEqualFixture, "BroadcastLessOrEqual") |
| { |
| RunTest<2, armnn::DataType::QAsymmU8, |
| armnn::DataType::Boolean>( |
| 0, |
| {{"inputTensor", { 5, 4, 1, 0 }}, |
| {"inputTensor2", { 1, 3 }}}, |
| {{"outputTensor", { 0, 0, 1, 1 }}}); |
| } |
| |
| } |