// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include #include #include #include BOOST_AUTO_TEST_SUITE(NeonOptimizedNetwork) BOOST_AUTO_TEST_CASE(OptimizeValidateCpuAccDeviceSupportLayerNoFallback) { // build up the structure of the network armnn::INetworkPtr net(armnn::INetwork::Create()); armnn::IConnectableLayer* input = net->AddInputLayer(0); armnn::IConnectableLayer* output = net->AddOutputLayer(0); input->GetOutputSlot(0).Connect(output->GetInputSlot(0)); input->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo({ 1, 1, 4, 4 }, armnn::DataType::Float32)); armnn::IRuntime::CreationOptions options; armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); std::vector backends = { armnn::Compute::CpuAcc }; armnn::IOptimizedNetworkPtr optNet = armnn::Optimize(*net, backends, runtime->GetDeviceSpec()); BOOST_CHECK(optNet); // validate workloads armnn::NeonWorkloadFactory fact; for (auto&& layer : static_cast(optNet.get())->GetGraph()) { BOOST_CHECK(layer->GetBackendId() == armnn::Compute::CpuAcc); BOOST_CHECK_NO_THROW( layer->CreateWorkload(static_cast(optNet.get())->GetGraph(), fact)); } } BOOST_AUTO_TEST_CASE(OptimizeValidateDeviceNonSupportLayerNoFallback) { // build up the structure of the network armnn::INetworkPtr net(armnn::INetwork::Create()); armnn::IConnectableLayer* input = net->AddInputLayer(0); // This layer configuration isn't supported by CpuAcc and isn't allowed to fall back, so Optimize will return null. armnn::NormalizationDescriptor descriptor; armnn::IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); armnn::IConnectableLayer* output = net->AddOutputLayer(0); input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); input->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo({ 1, 1, 4, 4 }, armnn::DataType::Float32)); normalize->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo({ 1, 1, 4, 4 }, armnn::DataType::Float32)); armnn::IRuntime::CreationOptions options; armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); std::vector backends = { armnn::Compute::CpuAcc }; armnn::IOptimizedNetworkPtr optNet = armnn::Optimize(*net, backends, runtime->GetDeviceSpec()); BOOST_CHECK(!optNet); } BOOST_AUTO_TEST_SUITE_END()