| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersSerializeFixture.hpp" |
| #include "../Deserializer.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(DeserializeParser) |
| |
| struct FullyConnectedFixture : public ParserFlatbuffersSerializeFixture |
| { |
| explicit FullyConnectedFixture(const std::string & inputShape1, |
| const std::string & outputShape, |
| const std::string & weightsShape, |
| const std::string & dataType) |
| { |
| m_JsonString = R"( |
| { |
| inputIds: [0], |
| outputIds: [2], |
| layers: [{ |
| layer_type: "InputLayer", |
| layer: { |
| base: { |
| layerBindingId: 0, |
| base: { |
| index: 0, |
| layerName: "InputLayer", |
| layerType: "Input", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| }], |
| outputSlots: [{ |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + inputShape1 + R"(, |
| dataType: )" + dataType + R"(, |
| quantizationScale: 1.0, |
| quantizationOffset: 0 |
| }, |
| }] |
| }, |
| } |
| }, |
| }, |
| { |
| layer_type: "FullyConnectedLayer", |
| layer : { |
| base: { |
| index:1, |
| layerName: "FullyConnectedLayer", |
| layerType: "FullyConnected", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| }], |
| outputSlots: [{ |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + outputShape + R"(, |
| dataType: )" + dataType + R"(, |
| quantizationScale: 2.0, |
| quantizationOffset: 0 |
| }, |
| }], |
| }, |
| descriptor: { |
| biasEnabled: false, |
| transposeWeightsMatrix: true |
| }, |
| weights: { |
| info: { |
| dimensions: )" + weightsShape + R"(, |
| dataType: )" + dataType + R"(, |
| quantizationScale: 1.0, |
| quantizationOffset: 0 |
| }, |
| data_type: ByteData, |
| data: { |
| data: [ |
| 2, 3, 4, 5 |
| ], |
| } |
| } |
| }, |
| }, |
| { |
| layer_type: "OutputLayer", |
| layer: { |
| base:{ |
| layerBindingId: 0, |
| base: { |
| index: 2, |
| layerName: "OutputLayer", |
| layerType: "Output", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| }], |
| outputSlots: [ { |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + outputShape + R"(, |
| dataType: )" + dataType + R"( |
| }, |
| }], |
| } |
| }}, |
| }] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct FullyConnectedWithNoBiasFixture : FullyConnectedFixture |
| { |
| FullyConnectedWithNoBiasFixture() |
| : FullyConnectedFixture("[ 1, 4, 1, 1 ]", // inputShape |
| "[ 1, 1 ]", // outputShape |
| "[ 1, 4 ]", // filterShape |
| "QuantisedAsymm8") // filterData |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(FullyConnectedWithNoBias, FullyConnectedWithNoBiasFixture) |
| { |
| RunTest<2, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"InputLayer", { 10, 20, 30, 40 }}}, |
| {{"OutputLayer", { 400/2 }}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |
