14 #include <arm_compute/runtime/NEON/functions/NEConv3D.h>
22 using namespace armcomputetensorutils;
29 bool isFastMathEnabled,
32 const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.
m_DataLayout);
33 const arm_compute::TensorInfo aclWeightsInfo = BuildArmComputeTensorInfo(weights, descriptor.
m_DataLayout);
34 arm_compute::TensorInfo aclBiasesInfo;
35 arm_compute::TensorInfo *optionalAclBiasesInfo =
nullptr;
40 aclBiasesInfo = BuildArmComputeTensorInfo(biases.
value(), descriptor.
m_DataLayout);
41 optionalAclBiasesInfo = &aclBiasesInfo;
43 const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.
m_DataLayout);
47 activationDescriptor);
49 return arm_compute::NEConv3D::validate(&aclInputInfo,
51 optionalAclBiasesInfo,
58 std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager,
59 const bool isFastMathEnabled)
64 using arm_compute::NEConv3D;
68 arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(
m_Data.
m_Inputs[0])->GetTensor();
69 arm_compute::ITensor& weights = PolymorphicDowncast<IAclTensorHandle*>(
m_Data.
m_Inputs[1])->GetTensor();
70 arm_compute::ITensor* biasesPtr =
nullptr;
73 biasesPtr = &PolymorphicDowncast<IAclTensorHandle *>(
m_Data.
m_Inputs[2])->GetTensor();
75 arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(
m_Data.
m_Outputs[0])->GetTensor();
78 input.info()->set_data_layout(aclDataLayout);
79 weights.info()->set_data_layout(aclDataLayout);
80 output.info()->set_data_layout(aclDataLayout);
82 const arm_compute::Conv3dInfo aclConv3DInfo =
ComputeConv3DInfo(descriptor, isFastMathEnabled);
84 auto convolutionLayer = std::make_unique<arm_compute::NEConv3D>();
85 convolutionLayer->configure(&input,
103 m_ConvolutionLayer.reset(convolutionLayer.release());
107 m_ConvolutionLayer->prepare();
113 m_ConvolutionLayer->run();