// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "ParserFlatbuffersSerializeFixture.hpp" #include "../Deserializer.hpp" #include #include BOOST_AUTO_TEST_SUITE(Deserializer) struct MultiplicationFixture : public ParserFlatbuffersSerializeFixture { explicit MultiplicationFixture(const std::string & inputShape1, const std::string & inputShape2, const std::string & outputShape, const std::string & dataType, const std::string & activation="NONE") { m_JsonString = R"( { inputIds: [0, 1], outputIds: [3], layers: [ { layer_type: "InputLayer", layer: { base: { layerBindingId: 0, base: { index: 0, layerName: "InputLayer1", layerType: "Input", inputSlots: [{ index: 0, connection: {sourceLayerIndex:0, outputSlotIndex:0 }, }], outputSlots: [ { index: 0, tensorInfo: { dimensions: )" + inputShape1 + R"(, dataType: )" + dataType + R"( }, }], },}}, }, { layer_type: "InputLayer", layer: { base: { layerBindingId: 1, base: { index:1, layerName: "InputLayer2", layerType: "Input", inputSlots: [{ index: 0, connection: {sourceLayerIndex:0, outputSlotIndex:0 }, }], outputSlots: [ { index: 0, tensorInfo: { dimensions: )" + inputShape2 + R"(, dataType: )" + dataType + R"( }, }], },}}, }, { layer_type: "MultiplicationLayer", layer : { base: { index:2, layerName: "MultiplicationLayer", layerType: "Multiplication", inputSlots: [ { index: 0, connection: {sourceLayerIndex:0, outputSlotIndex:0 }, }, { index: 1, connection: {sourceLayerIndex:1, outputSlotIndex:0 }, } ], outputSlots: [ { index: 0, tensorInfo: { dimensions: )" + outputShape + R"(, dataType: )" + dataType + R"( }, }], }}, }, { layer_type: "OutputLayer", layer: { base:{ layerBindingId: 0, base: { index: 3, layerName: "OutputLayer", layerType: "Output", inputSlots: [{ index: 0, connection: {sourceLayerIndex:2, outputSlotIndex:0 }, }], outputSlots: [ { index: 0, tensorInfo: { dimensions: )" + outputShape + R"(, dataType: )" + dataType + R"( }, }], }}}, }] } )"; Setup(); } }; struct SimpleMultiplicationFixture : MultiplicationFixture { SimpleMultiplicationFixture() : MultiplicationFixture("[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]", "QuantisedAsymm8") {} }; struct SimpleMultiplicationFixture2 : MultiplicationFixture { SimpleMultiplicationFixture2() : MultiplicationFixture("[ 2, 2, 1, 1 ]", "[ 2, 2, 1, 1 ]", "[ 2, 2, 1, 1 ]", "Float32") {} }; BOOST_FIXTURE_TEST_CASE(MultiplicationQuantisedAsymm8, SimpleMultiplicationFixture) { RunTest<2, armnn::DataType::QuantisedAsymm8>( 0, {{"InputLayer1", { 0, 1, 2, 3 }}, {"InputLayer2", { 4, 5, 6, 7 }}}, {{"OutputLayer", { 0, 5, 12, 21 }}}); } BOOST_FIXTURE_TEST_CASE(MultiplicationFloat32, SimpleMultiplicationFixture2) { RunTest<4, armnn::DataType::Float32>( 0, {{"InputLayer1", { 100, 40, 226, 9 }}, {"InputLayer2", { 5, 8, 1, 12 }}}, {{"OutputLayer", { 500, 320, 226, 108 }}}); } BOOST_AUTO_TEST_SUITE_END()