17 #include <arm_compute/runtime/CL/functions/CLConv3D.h> 21 using namespace armcomputetensorutils;
28 bool isFastMathEnabled,
31 const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.
m_DataLayout);
32 const arm_compute::TensorInfo aclWeightsInfo = BuildArmComputeTensorInfo(weights, descriptor.
m_DataLayout);
34 arm_compute::TensorInfo aclBiasesInfo;
35 arm_compute::TensorInfo* optionalAclBiasesInfo =
nullptr;
39 aclBiasesInfo = BuildArmComputeTensorInfo(biases.
value(), descriptor.
m_DataLayout);
40 optionalAclBiasesInfo = &aclBiasesInfo;
43 const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.
m_DataLayout);
47 activationDescriptor);
49 return arm_compute::CLConv3D::validate(&aclInputInfo,
51 optionalAclBiasesInfo,
58 std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager,
59 const arm_compute::CLCompileContext& clCompileContext,
60 const bool isFastMathEnabled)
62 , m_ConvolutionLayer()
71 arm_compute::ICLTensor* biasesPtr =
nullptr;
79 input.info()->set_data_layout(aclDataLayout);
80 weights.info()->set_data_layout(aclDataLayout);
81 output.info()->set_data_layout(aclDataLayout);
88 m_ConvolutionLayer.configure(clCompileContext,
109 m_ConvolutionLayer.prepare();
#define ARMNN_SCOPED_PROFILING_EVENT_CL_GUID(name, guid)
arm_compute::Conv3dInfo ComputeConv3DInfo(const armnn::Convolution3dDescriptor descriptor, bool isFastMathEnabled, const ActivationDescriptor *activationDescriptor)
Utility function used to setup an arm_compute::Conv3dInfo object from convolution3d descriptor...
arm_compute::Status ClConvolution3dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const Convolution3dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, bool isFastMathEnabled, const ActivationDescriptor *activationDescriptor)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
bool m_BiasEnabled
Enable/disable bias.
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Copyright (c) 2021 ARM Limited and Contributors.
void IgnoreUnused(Ts &&...)
LayerDescriptor m_Parameters
#define ARMNN_SCOPED_PROFILING_EVENT(backendId, name)
std::vector< TensorInfo > m_InputTensorInfos
Convolution3dQueueDescriptor m_Data
bool has_value() const noexcept
#define ARMNN_ASSERT(COND)
std::vector< TensorInfo > m_OutputTensorInfos
An ActivationDescriptor for the ActivationLayer.
A Convolution3dDescriptor for the Convolution3dLayer.
profiling::ProfilingGuid GetGuid() const final
DataLayout m_DataLayout
The data layout to be used (NDHWC, NCDHW).
std::vector< ITensorHandle * > m_Outputs
void Execute() const override
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Contains information about TensorInfos of a layer.
std::vector< ITensorHandle * > m_Inputs
ClConvolution3dWorkload(const Convolution3dQueueDescriptor &descriptor, const WorkloadInfo &info, std::shared_ptr< arm_compute::MemoryManagerOnDemand > &memoryManager, const arm_compute::CLCompileContext &clCompileContext, const bool isFastMathEnabled=false)