// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include #include #include #include #include #include #include #include #include BOOST_AUTO_TEST_SUITE(NeonEndToEnd) std::vector defaultBackends = {armnn::Compute::CpuAcc}; BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) { BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); } BOOST_AUTO_TEST_CASE(FallbackToCpuRef) { using namespace armnn; // Create runtime in which test will run and allow fallback to CpuRef. IRuntime::CreationOptions options; IRuntimePtr runtime(IRuntime::Create(options)); // Builds up the structure of the network. INetworkPtr net(INetwork::Create()); IConnectableLayer* input = net->AddInputLayer(0); // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. NormalizationDescriptor descriptor; IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); IConnectableLayer* output = net->AddOutputLayer(0); input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); // optimize the network std::vector backends = {Compute::CpuAcc, Compute::CpuRef}; IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); // Load it into the runtime. It should pass. NetworkId netId; BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); } BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) { const std::vector expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0 }); ArithmeticSimpleEndToEnd(defaultBackends, LayerType::Greater, expectedOutput); } BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) { const std::vector expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0 }); ArithmeticSimpleEndToEnd(defaultBackends, LayerType::Greater, expectedOutput); } BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) { const std::vector expectedOutput({ 0, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1 }); ArithmeticBroadcastEndToEnd(defaultBackends, LayerType::Greater, expectedOutput); } BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) { const std::vector expectedOutput({ 0, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1 }); ArithmeticBroadcastEndToEnd(defaultBackends, LayerType::Greater, expectedOutput); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) { ConcatDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) { ConcatDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) { ConcatDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) { ConcatDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) { ConcatDim3EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) { ConcatDim3EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) { DequantizeEndToEndSimple(defaultBackends); } BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) { DequantizeEndToEndOffset(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) { PreluEndToEndNegativeTest(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) { PreluEndToEndPositiveTest(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNHWCEndToEndTest1) { SpaceToDepthNHWCEndToEndTest1(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNCHWEndToEndTest1) { SpaceToDepthNCHWEndToEndTest1(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNHWCEndToEndTest2) { SpaceToDepthNHWCEndToEndTest2(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNCHWEndToEndTest2) { SpaceToDepthNCHWEndToEndTest2(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) { Splitter1dEndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) { Splitter1dEndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) { Splitter2dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) { Splitter2dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) { Splitter2dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) { Splitter2dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) { Splitter3dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) { Splitter3dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) { Splitter3dDim2EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) { Splitter3dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) { Splitter3dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) { Splitter3dDim2EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) { Splitter4dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) { Splitter4dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) { Splitter4dDim2EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) { Splitter4dDim3EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) { Splitter4dDim0EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) { Splitter4dDim1EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) { Splitter4dDim2EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) { Splitter4dDim3EndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonQuantizedLstmEndToEndTest) { QuantizedLstmEndToEnd(defaultBackends); } BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNchwTest) { TransposeConvolution2dEndToEnd( defaultBackends, armnn::DataLayout::NCHW); } BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NchwTest) { TransposeConvolution2dEndToEnd( defaultBackends, armnn::DataLayout::NCHW); } BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNhwcTest) { TransposeConvolution2dEndToEnd( defaultBackends, armnn::DataLayout::NHWC); } BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NhwcTest) { TransposeConvolution2dEndToEnd( defaultBackends, armnn::DataLayout::NHWC); } BOOST_AUTO_TEST_SUITE_END()