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authorDavid Beck <david.beck@arm.com>2018-09-24 13:18:27 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-10-10 16:16:57 +0100
commitb4540bef0b0327683fe8e63f727c1212800dc2a9 (patch)
treee1ea8bb6ee981640a1c469ceb556ed648ffde411 /src/backends/reference/workloads/Splitter.hpp
parent2d9dd36fb6bc20b370701ab15463359b9db35f18 (diff)
downloadarmnn-b4540bef0b0327683fe8e63f727c1212800dc2a9.tar.gz
IVGCVSW-1898 : Ref backend folder structure
* Reference backend is renamed to backends/reference as per https://confluence.arm.com/display/MLENG/Pluggable+backends Change-Id: I27a13c274eb60995dfb459e3c49c0e2f60bcd32c
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "RefWorkloadUtils.hpp"
+
+#include "backends/WorkloadData.hpp"
+
+#include <armnn/Tensor.hpp>
+
+#include <boost/assert.hpp>
+
+namespace armnn
+{
+
+template <typename DataType>
+void Splitter(const SplitterQueueDescriptor& data)
+{
+ const TensorInfo& inputInfo0 = GetTensorInfo(data.m_Inputs[0]);
+
+ for (unsigned int index = 0; index < inputInfo0.GetNumElements(); ++index)
+ {
+ unsigned int indices[MaxNumOfTensorDimensions] = { 0 };
+
+ unsigned int indexRemainder = index;
+ unsigned int dimensionStride = inputInfo0.GetNumElements();
+
+ for (unsigned int i = 0; i<inputInfo0.GetNumDimensions(); i++)
+ {
+ dimensionStride /= inputInfo0.GetShape()[i];
+ indices[i] = indexRemainder / dimensionStride; // Use integer division to round down.
+ indexRemainder -= indices[i] * dimensionStride;
+ }
+
+ for (unsigned int viewIdx = 0; viewIdx < data.m_ViewOrigins.size(); ++viewIdx)
+ {
+ SplitterQueueDescriptor::ViewOrigin const& view = data.m_ViewOrigins[viewIdx];
+
+ //Split view extents are defined by the size of (the corresponding) input tensor.
+ const TensorInfo& outputInfo = GetTensorInfo(data.m_Outputs[viewIdx]);
+ BOOST_ASSERT(outputInfo.GetNumDimensions() == inputInfo0.GetNumDimensions());
+
+ // Check all dimensions to see if this element is inside the given input view.
+ bool insideView = true;
+ for (unsigned int i = 0; i<outputInfo.GetNumDimensions(); i++)
+ {
+ if (indices[i] < view.m_Origin[i])
+ {
+ insideView = false;
+ }
+ if (indices[i] >= view.m_Origin[i] + outputInfo.GetShape()[i])
+ {
+ insideView = false;
+ }
+ }
+
+ if (insideView)
+ {
+ unsigned int outIndex = 0;
+ unsigned int dimensionStride = 1;
+
+ for (unsigned int i = outputInfo.GetNumDimensions(); i-- > 0;)
+ {
+ outIndex += dimensionStride * (indices[i] - view.m_Origin[i]);
+ dimensionStride *= outputInfo.GetShape()[i];
+ }
+
+ //We are within the view, to copy input data to the output corresponding to this view.
+ DataType* outputData = GetOutputTensorData<DataType>(viewIdx, data);
+ BOOST_ASSERT(outputData);
+
+ const DataType* inputData = GetInputTensorData<DataType>(0, data);
+ BOOST_ASSERT(inputData);
+
+ outputData[outIndex] = inputData[index];
+ }
+ }
+ }
+}
+
+} //namespace armnn