| // |
| // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #include <neon/NeonTensorHandle.hpp> |
| #include <neon/NeonTensorHandleFactory.hpp> |
| |
| #include <boost/test/unit_test.hpp> |
| |
| BOOST_AUTO_TEST_SUITE(NeonTensorHandleTests) |
| using namespace armnn; |
| |
| BOOST_AUTO_TEST_CASE(NeonTensorHandleGetCapabilitiesNoPadding) |
| { |
| std::shared_ptr<NeonMemoryManager> memoryManager = std::make_shared<NeonMemoryManager>(); |
| NeonTensorHandleFactory handleFactory(memoryManager); |
| |
| INetworkPtr network(INetwork::Create()); |
| |
| // Add the layers |
| IConnectableLayer* input = network->AddInputLayer(0); |
| SoftmaxDescriptor descriptor; |
| descriptor.m_Beta = 1.0f; |
| IConnectableLayer* softmax = network->AddSoftmaxLayer(descriptor); |
| IConnectableLayer* output = network->AddOutputLayer(2); |
| |
| // Establish connections |
| input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| |
| // No padding required for input |
| std::vector<Capability> capabilities = handleFactory.GetCapabilities(input, |
| softmax, |
| CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.empty()); |
| |
| // No padding required for Softmax |
| capabilities = handleFactory.GetCapabilities(softmax, output, CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.empty()); |
| |
| // No padding required for output |
| capabilities = handleFactory.GetCapabilities(output, nullptr, CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.empty()); |
| } |
| |
| BOOST_AUTO_TEST_CASE(NeonTensorHandleGetCapabilitiesPadding) |
| { |
| std::shared_ptr<NeonMemoryManager> memoryManager = std::make_shared<NeonMemoryManager>(); |
| NeonTensorHandleFactory handleFactory(memoryManager); |
| |
| INetworkPtr network(INetwork::Create()); |
| |
| // Add the layers |
| IConnectableLayer* input = network->AddInputLayer(0); |
| Pooling2dDescriptor descriptor; |
| IConnectableLayer* pooling = network->AddPooling2dLayer(descriptor); |
| IConnectableLayer* output = network->AddOutputLayer(2); |
| |
| // Establish connections |
| input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| |
| // No padding required for input |
| std::vector<Capability> capabilities = handleFactory.GetCapabilities(input, |
| pooling, |
| CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.empty()); |
| |
| // No padding required for output |
| capabilities = handleFactory.GetCapabilities(output, nullptr, CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.empty()); |
| |
| // Padding required for Pooling2d |
| capabilities = handleFactory.GetCapabilities(pooling, output, CapabilityClass::PaddingRequired); |
| BOOST_TEST(capabilities.size() == 1); |
| BOOST_TEST((capabilities[0].m_CapabilityClass == CapabilityClass::PaddingRequired)); |
| BOOST_TEST(capabilities[0].m_Value); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |