17 using namespace armcomputetensorutils;
26 const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input);
27 const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output);
28 const arm_compute::TensorInfo aclWeights = BuildArmComputeTensorInfo(weights);
30 arm_compute::TensorInfo aclBiases;
31 arm_compute::TensorInfo *optionalAclBiases =
nullptr;
34 aclBiases = BuildArmComputeTensorInfo(biases);
35 optionalAclBiases = &aclBiases;
38 const arm_compute::FullyConnectedLayerInfo fullyConnectedLayerInfo =
41 return arm_compute::CLFullyConnectedLayer::validate(&aclInput,
45 fullyConnectedLayerInfo);
51 std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager,
52 const arm_compute::CLCompileContext& clCompileContext)
54 , m_FullyConnectedLayer(memoryManager)
56 m_WeightsTensor = std::make_unique<arm_compute::CLTensor>();
61 m_BiasesTensor = std::make_unique<arm_compute::CLTensor>();
72 arm_compute::FullyConnectedLayerInfo fc_info =
75 m_FullyConnectedLayer.configure(clCompileContext,
77 m_WeightsTensor.get(),
91 m_FullyConnectedLayer.prepare();
101 void ClFullyConnectedWorkload::FreeUnusedTensors()
103 FreeTensorIfUnused(m_WeightsTensor);
104 FreeTensorIfUnused(m_BiasesTensor);
arm_compute::Status ClFullyConnectedWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor, const ActivationDescriptor *activationDescriptor)
void InitializeArmComputeClTensorData(arm_compute::CLTensor &clTensor, const ConstCpuTensorHandle *handle)
const ConstCpuTensorHandle * m_Weight
#define ARMNN_SCOPED_PROFILING_EVENT_CL(name)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
const armnn::FullyConnectedQueueDescriptor m_Data
arm_compute::ActivationLayerInfo ConvertAdditionalInfoToAclActivationLayerInfo(const QueueDescriptor &queueDescriptor)
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Copyright (c) 2021 ARM Limited and Contributors.
ClFullyConnectedWorkload(const armnn::FullyConnectedQueueDescriptor &descriptor, const armnn::WorkloadInfo &info, std::shared_ptr< arm_compute::MemoryManagerOnDemand > &memoryManager, const arm_compute::CLCompileContext &clCompileContext)
LayerDescriptor m_Parameters
A FullyConnectedDescriptor for the FullyConnectedLayer.
bool m_BiasEnabled
Enable/disable bias.
void Execute() const override
arm_compute::FullyConnectedLayerInfo ConvertFullyConnectedDescriptorToAclFullyConnectedLayerInfo(const FullyConnectedDescriptor &fullyConnectedDesc, const ActivationDescriptor *activationDesc)
An ActivationDescriptor for the ActivationLayer.
std::vector< ITensorHandle * > m_Outputs
Contains information about inputs and outputs to a layer.
std::vector< ITensorHandle * > m_Inputs
const ConstCpuTensorHandle * m_Bias
const TensorInfo & GetTensorInfo() const