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authorDavid Beck <david.beck@arm.com>2018-09-24 15:59:27 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-10-10 16:16:57 +0100
commit0dbe0ee25312b728d77383d11c465156e64ae757 (patch)
treeaf37a9802e3ad551e1bf63f7636508cde7a41643 /src/backends/neon/workloads/NeonDepthwiseConvolutionBaseWorkload.cpp
parentb4540bef0b0327683fe8e63f727c1212800dc2a9 (diff)
downloadarmnn-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.cpp49
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);
+}
+
+} \ No newline at end of file