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author | David Beck <david.beck@arm.com> | 2018-09-24 15:59:27 +0100 |
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committer | Matthew Bentham <matthew.bentham@arm.com> | 2018-10-10 16:16:57 +0100 |
commit | 0dbe0ee25312b728d77383d11c465156e64ae757 (patch) | |
tree | af37a9802e3ad551e1bf63f7636508cde7a41643 /src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp | |
parent | b4540bef0b0327683fe8e63f727c1212800dc2a9 (diff) | |
download | armnn-0dbe0ee25312b728d77383d11c465156e64ae757.tar.gz |
IVGCVSW-1899 : Neon backend folder structure
armnn:149855
Change-Id: I26e8cf83422a65049386a5ebdb6d0001627aefaa
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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