| // |
| // 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 <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct GatherFixture : public ParserFlatbuffersFixture |
| { |
| explicit GatherFixture(const std::string& paramsShape, |
| const std::string& outputShape, |
| const std::string& indicesShape, |
| 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": "GATHER" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + paramsShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| } |
| }, |
| { |
| "shape": )" + indicesShape + R"( , |
| "type": "INT32", |
| "buffer": 1, |
| "name": "indices", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 2, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| } |
| } |
| ], |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "builtin_options_type": "GatherOptions", |
| "builtin_options": { |
| "axis": 0 |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { }, |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct SimpleGatherFixture : public GatherFixture |
| { |
| SimpleGatherFixture() : GatherFixture("[ 5, 2 ]", "[ 3, 2 ]", "[ 3 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseGather, SimpleGatherFixture) |
| { |
| RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, |
| {{ "indices", { 1, 3, 4 }}}, |
| {{ "outputTensor", { 3, 4, 7, 8, 9, 10 }}}); |
| } |
| |
| struct GatherUint8Fixture : public GatherFixture |
| { |
| GatherUint8Fixture() : GatherFixture("[ 8 ]", "[ 3 ]", "[ 3 ]", "UINT8") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseGatherUint8, GatherUint8Fixture) |
| { |
| RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> |
| (0, |
| {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, |
| {{ "indices", { 7, 6, 5 }}}, |
| {{ "outputTensor", { 8, 7, 6 }}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |