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Diffstat (limited to 'src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp')
| -rw-r--r-- | src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp b/src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp new file mode 100644 index 0000000000..ef60b3238d --- /dev/null +++ b/src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp @@ -0,0 +1,49 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NeonDepthwiseConvolutionBaseWorkload.hpp" + +#include <backends/aclCommon/ArmComputeTensorUtils.hpp> + +namespace armnn +{ + +arm_compute::Status NeonDepthwiseConvolutionWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const DepthwiseConvolution2dDescriptor& descriptor, + const TensorInfo& weights, + const boost::optional<TensorInfo>& biases) +{ + const arm_compute::TensorInfo aclInputInfo = + armcomputetensorutils::BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); + const arm_compute::TensorInfo aclOutputInfo = + armcomputetensorutils::BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); + const arm_compute::TensorInfo aclWeightsInfo = + armcomputetensorutils::BuildArmComputeTensorInfo(weights, descriptor.m_DataLayout); + + arm_compute::TensorInfo aclBiasesInfo; + arm_compute::TensorInfo *optionalAclBiasesInfo = nullptr; + + if (descriptor.m_BiasEnabled) + { + BOOST_ASSERT(biases.is_initialized()); + + aclBiasesInfo = armcomputetensorutils::BuildArmComputeTensorInfo(biases.get(), descriptor.m_DataLayout); + optionalAclBiasesInfo = &aclBiasesInfo; + } + + const arm_compute::PadStrideInfo aclPadStrideInfo = + armcomputetensorutils::BuildArmComputePadStrideInfo(descriptor); + const unsigned int aclDepthMultiplier = weights.GetShape()[0]; + + return arm_compute::NEDepthwiseConvolutionLayer::validate(&aclInputInfo, + &aclWeightsInfo, + optionalAclBiasesInfo, + &aclOutputInfo, + aclPadStrideInfo, + aclDepthMultiplier); +} + +}
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