| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <iostream> |
| #include <string> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct ArgMinMaxFixture : public ParserFlatbuffersFixture |
| { |
| explicit ArgMinMaxFixture(const std::string& operatorCode, |
| const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& axisData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": )" + operatorCode + R"( } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "INT32", |
| "buffer": 1, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": [ 1 ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "axis", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0 , 2 ], |
| "outputs": [ 1 ], |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + axisData + R"(, }, |
| ] |
| } |
| )"; |
| |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimpleArgMaxFixture : public ArgMinMaxFixture |
| { |
| SimpleArgMaxFixture() : ArgMinMaxFixture("ARG_MAX", |
| "[ 1, 1, 1, 5 ]", |
| "[ 1, 1, 1 ]", |
| "[ 3, 0, 0, 0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSimpleArgMax, SimpleArgMaxFixture) |
| { |
| RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( |
| 0, |
| {{ "inputTensor", { 6.0f, 2.0f, 8.0f, 10.0f, 9.0f } } }, |
| {{ "outputTensor", { 3l } } }); |
| } |
| |
| struct ArgMaxFixture : public ArgMinMaxFixture |
| { |
| ArgMaxFixture() : ArgMinMaxFixture("ARG_MAX", |
| "[ 3, 2, 1, 4 ]", |
| "[ 2, 1, 4 ]", |
| "[ 0, 0, 0, 0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseArgMax, ArgMaxFixture) |
| { |
| RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( |
| 0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, |
| 8.0f, 7.0f, 6.0f, 6.0f, |
| 100.0f, 20.0f, 300.0f, 40.0f, |
| 500.0f, 476.0f, 450.0f, 426.0f, |
| 50.0f, 60.0f, 70.0f, 80.0f, |
| 10.0f, 200.0f, 30.0f, 400.0f } } }, |
| {{ "outputTensor", { 1, 2, 1, 2, |
| 1, 1, 1, 1 } } }); |
| } |
| |
| struct SimpleArgMinFixture : public ArgMinMaxFixture |
| { |
| SimpleArgMinFixture() : ArgMinMaxFixture("ARG_MIN", |
| "[ 1, 1, 1, 5 ]", |
| "[ 1, 1, 1 ]", |
| "[ 3, 0, 0, 0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSimpleArgMin, SimpleArgMinFixture) |
| { |
| RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( |
| 0, |
| {{ "inputTensor", { 6.0f, 2.0f, 8.0f, 10.0f, 9.0f } } }, |
| {{ "outputTensor", { 1l } } }); |
| } |
| |
| struct ArgMinFixture : public ArgMinMaxFixture |
| { |
| ArgMinFixture() : ArgMinMaxFixture("ARG_MIN", |
| "[ 3, 2, 1, 4 ]", |
| "[ 2, 1, 4 ]", |
| "[ 0, 0, 0, 0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseArgMin, ArgMinFixture) |
| { |
| RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed32>( |
| 0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, |
| 8.0f, 7.0f, 6.0f, 6.0f, |
| 100.0f, 20.0f, 300.0f, 40.0f, |
| 500.0f, 476.0f, 450.0f, 426.0f, |
| 50.0f, 60.0f, 70.0f, 80.0f, |
| 10.0f, 200.0f, 30.0f, 400.0f } } }, |
| {{ "outputTensor", { 0, 0, 0, 0, |
| 0, 0, 0, 0 } } }); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |