// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include #include #include #include #include using namespace armnn; BOOST_AUTO_TEST_SUITE(BackendsCompatibility) BOOST_AUTO_TEST_CASE(Neon_Cl_DirectCompatibility_Test) { auto neonBackend = std::make_unique(); auto clBackend = std::make_unique(); TensorHandleFactoryRegistry registry; neonBackend->RegisterTensorHandleFactories(registry); clBackend->RegisterTensorHandleFactories(registry); const BackendId& neonBackendId = neonBackend->GetId(); const BackendId& clBackendId = clBackend->GetId(); BackendsMap backends; backends[neonBackendId] = std::move(neonBackend); backends[clBackendId] = std::move(clBackend); armnn::Graph graph; armnn::InputLayer* const inputLayer = graph.AddLayer(0, "input"); inputLayer->SetBackendId(neonBackendId); armnn::SoftmaxDescriptor smDesc; armnn::SoftmaxLayer* const softmaxLayer1 = graph.AddLayer(smDesc, "softmax1"); softmaxLayer1->SetBackendId(clBackendId); armnn::SoftmaxLayer* const softmaxLayer2 = graph.AddLayer(smDesc, "softmax2"); softmaxLayer2->SetBackendId(neonBackendId); armnn::SoftmaxLayer* const softmaxLayer3 = graph.AddLayer(smDesc, "softmax3"); softmaxLayer3->SetBackendId(clBackendId); armnn::SoftmaxLayer* const softmaxLayer4 = graph.AddLayer(smDesc, "softmax4"); softmaxLayer4->SetBackendId(neonBackendId); armnn::OutputLayer* const outputLayer = graph.AddLayer(0, "output"); outputLayer->SetBackendId(clBackendId); inputLayer->GetOutputSlot(0).Connect(softmaxLayer1->GetInputSlot(0)); softmaxLayer1->GetOutputSlot(0).Connect(softmaxLayer2->GetInputSlot(0)); softmaxLayer2->GetOutputSlot(0).Connect(softmaxLayer3->GetInputSlot(0)); softmaxLayer3->GetOutputSlot(0).Connect(softmaxLayer4->GetInputSlot(0)); softmaxLayer4->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0)); graph.TopologicalSort(); std::vector errors; auto result = SelectTensorHandleStrategy(graph, backends, registry, true, errors); BOOST_TEST(result.m_Error == false); BOOST_TEST(result.m_Warning == false); OutputSlot& inputLayerOut = inputLayer->GetOutputSlot(0); OutputSlot& softmaxLayer1Out = softmaxLayer1->GetOutputSlot(0); OutputSlot& softmaxLayer2Out = softmaxLayer2->GetOutputSlot(0); OutputSlot& softmaxLayer3Out = softmaxLayer3->GetOutputSlot(0); OutputSlot& softmaxLayer4Out = softmaxLayer4->GetOutputSlot(0); // Check that the correct factory was selected BOOST_TEST(inputLayerOut.GetTensorHandleFactoryId() == "Arm/Cl/TensorHandleFactory"); BOOST_TEST(softmaxLayer1Out.GetTensorHandleFactoryId() == "Arm/Cl/TensorHandleFactory"); BOOST_TEST(softmaxLayer2Out.GetTensorHandleFactoryId() == "Arm/Cl/TensorHandleFactory"); BOOST_TEST(softmaxLayer3Out.GetTensorHandleFactoryId() == "Arm/Cl/TensorHandleFactory"); BOOST_TEST(softmaxLayer4Out.GetTensorHandleFactoryId() == "Arm/Cl/TensorHandleFactory"); // Check that the correct strategy was selected BOOST_TEST((inputLayerOut.GetEdgeStrategyForConnection(0) == EdgeStrategy::DirectCompatibility)); BOOST_TEST((softmaxLayer1Out.GetEdgeStrategyForConnection(0) == EdgeStrategy::DirectCompatibility)); BOOST_TEST((softmaxLayer2Out.GetEdgeStrategyForConnection(0) == EdgeStrategy::DirectCompatibility)); BOOST_TEST((softmaxLayer3Out.GetEdgeStrategyForConnection(0) == EdgeStrategy::DirectCompatibility)); BOOST_TEST((softmaxLayer4Out.GetEdgeStrategyForConnection(0) == EdgeStrategy::DirectCompatibility)); graph.AddCompatibilityLayers(backends, registry); // Test for copy layers int copyCount= 0; graph.ForEachLayer([©Count](Layer* layer) { if (layer->GetType() == LayerType::MemCopy) { copyCount++; } }); BOOST_TEST(copyCount == 0); // Test for import layers int importCount= 0; graph.ForEachLayer([&importCount](Layer *layer) { if (layer->GetType() == LayerType::MemImport) { importCount++; } }); BOOST_TEST(importCount == 0); } BOOST_AUTO_TEST_SUITE_END()