| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct ConcatenationFixture : public ParserFlatbuffersFixture |
| { |
| explicit ConcatenationFixture(const std::string & inputShape1, |
| const std::string & inputShape2, |
| const std::string & outputShape, |
| const std::string & axis, |
| const std::string & activation="NONE") |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "CONCATENATION" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape1 + R"(, |
| "type": "UINT8", |
| "buffer": 0, |
| "name": "inputTensor1", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + inputShape2 + R"(, |
| "type": "UINT8", |
| "buffer": 1, |
| "name": "inputTensor2", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "UINT8", |
| "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 ], |
| "builtin_options_type": "ConcatenationOptions", |
| "builtin_options": { |
| "axis": )" + axis + R"(, |
| "fused_activation_function": )" + activation + R"( |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { } |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| |
| struct ConcatenationFixtureNegativeDim : ConcatenationFixture |
| { |
| ConcatenationFixtureNegativeDim() : ConcatenationFixture("[ 1, 1, 2, 2 ]", |
| "[ 1, 1, 2, 2 ]", |
| "[ 1, 2, 2, 2 ]", |
| "-3" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenationNegativeDim, ConcatenationFixtureNegativeDim) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"inputTensor1", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 4, 5, 6, 7 }}}, |
| {{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}}); |
| } |
| |
| struct ConcatenationFixtureNCHW : ConcatenationFixture |
| { |
| ConcatenationFixtureNCHW() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 2, 2, 2 ]", "1" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenationNCHW, ConcatenationFixtureNCHW) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"inputTensor1", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 4, 5, 6, 7 }}}, |
| {{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}}); |
| } |
| |
| struct ConcatenationFixtureNHWC : ConcatenationFixture |
| { |
| ConcatenationFixtureNHWC() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 4 ]", "3" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenationNHWC, ConcatenationFixtureNHWC) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"inputTensor1", { 0, 1, 2, 3 }}, |
| {"inputTensor2", { 4, 5, 6, 7 }}}, |
| {{"outputTensor", { 0, 1, 4, 5, 2, 3, 6, 7 }}}); |
| } |
| |
| struct ConcatenationFixtureDim1 : ConcatenationFixture |
| { |
| ConcatenationFixtureDim1() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 4, 3, 4 ]", "1" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim1, ConcatenationFixtureDim1) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| { { "inputTensor1", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23 } }, |
| { "inputTensor2", { 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, |
| 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } }, |
| { { "outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, |
| 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, |
| 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } }); |
| } |
| |
| struct ConcatenationFixtureDim3 : ConcatenationFixture |
| { |
| ConcatenationFixtureDim3() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 8 ]", "3" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim3, ConcatenationFixtureDim3) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| { { "inputTensor1", { 0, 1, 2, 3, |
| 4, 5, 6, 7, |
| 8, 9, 10, 11, |
| 12, 13, 14, 15, |
| 16, 17, 18, 19, |
| 20, 21, 22, 23 } }, |
| { "inputTensor2", { 50, 51, 52, 53, |
| 54, 55, 56, 57, |
| 58, 59, 60, 61, |
| 62, 63, 64, 65, |
| 66, 67, 68, 69, |
| 70, 71, 72, 73 } } }, |
| { { "outputTensor", { 0, 1, 2, 3, |
| 50, 51, 52, 53, |
| 4, 5, 6, 7, |
| 54, 55, 56, 57, |
| 8, 9, 10, 11, |
| 58, 59, 60, 61, |
| 12, 13, 14, 15, |
| 62, 63, 64, 65, |
| 16, 17, 18, 19, |
| 66, 67, 68, 69, |
| 20, 21, 22, 23, |
| 70, 71, 72, 73 } } }); |
| } |
| |
| struct ConcatenationFixture3DDim0 : ConcatenationFixture |
| { |
| ConcatenationFixture3DDim0() : ConcatenationFixture("[ 1, 2, 3]", "[ 2, 2, 3]", "[ 3, 2, 3]", "0" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenation3DDim0, ConcatenationFixture3DDim0) |
| { |
| RunTest<3, armnn::DataType::QAsymmU8>( |
| 0, |
| { { "inputTensor1", { 0, 1, 2, 3, 4, 5 } }, |
| { "inputTensor2", { 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17 } } }, |
| { { "outputTensor", { 0, 1, 2, 3, 4, 5, |
| 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17 } } }); |
| } |
| |
| struct ConcatenationFixture3DDim1 : ConcatenationFixture |
| { |
| ConcatenationFixture3DDim1() : ConcatenationFixture("[ 1, 2, 3]", "[ 1, 4, 3]", "[ 1, 6, 3]", "1" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenation3DDim1, ConcatenationFixture3DDim1) |
| { |
| RunTest<3, armnn::DataType::QAsymmU8>( |
| 0, |
| { { "inputTensor1", { 0, 1, 2, 3, 4, 5 } }, |
| { "inputTensor2", { 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17 } } }, |
| { { "outputTensor", { 0, 1, 2, 3, 4, 5, |
| 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17 } } }); |
| } |
| |
| struct ConcatenationFixture3DDim2 : ConcatenationFixture |
| { |
| ConcatenationFixture3DDim2() : ConcatenationFixture("[ 1, 2, 3]", "[ 1, 2, 6]", "[ 1, 2, 9]", "2" ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseConcatenation3DDim2, ConcatenationFixture3DDim2) |
| { |
| RunTest<3, armnn::DataType::QAsymmU8>( |
| 0, |
| { { "inputTensor1", { 0, 1, 2, |
| 3, 4, 5 } }, |
| { "inputTensor2", { 6, 7, 8, 9, 10, 11, |
| 12, 13, 14, 15, 16, 17 } } }, |
| { { "outputTensor", { 0, 1, 2, 6, 7, 8, 9, 10, 11, |
| 3, 4, 5, 12, 13, 14, 15, 16, 17 } } }); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |