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-rw-r--r--src/backends/reference/workloads/Splitter.cpp94
1 files changed, 94 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/Splitter.cpp b/src/backends/reference/workloads/Splitter.cpp
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index 0000000000..3bddfb0cab
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+++ b/src/backends/reference/workloads/Splitter.cpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "RefWorkloadUtils.hpp"
+#include <backendsCommon/WorkloadData.hpp>
+#include <armnn/Tensor.hpp>
+
+#include <boost/assert.hpp>
+#include "Splitter.hpp"
+
+#include <cmath>
+#include <limits>
+
+#include "Decoders.hpp"
+#include "Encoders.hpp"
+
+namespace armnn
+{
+
+void Split(const SplitterQueueDescriptor& data)
+{
+ const TensorInfo& inputInfo = GetTensorInfo(data.m_Inputs[0]);
+
+ std::unique_ptr<Decoder<float>> decoderPtr =
+ MakeDecoder<float>(inputInfo, data.m_Inputs[0]->Map());
+ Decoder<float>& decoder = *decoderPtr;
+
+ for (unsigned int index = 0; index < inputInfo.GetNumElements(); ++index)
+ {
+ unsigned int indices[MaxNumOfTensorDimensions] = { 0 };
+
+ unsigned int indexRemainder = index;
+ unsigned int dimensionStride = inputInfo.GetNumElements();
+
+ for (unsigned int i = 0; i<inputInfo.GetNumDimensions(); i++)
+ {
+ dimensionStride /= inputInfo.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() == inputInfo.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)
+ {
+ std::unique_ptr<Encoder<float>> encoderPtr =
+ MakeEncoder<float>(outputInfo, data.m_Outputs[viewIdx]->Map());
+ Encoder<float>& encoder = *encoderPtr;
+
+ unsigned int outIndex = 0;
+ unsigned int dimensionStride = 1;
+ float inputValue = 0.f;
+
+ for (unsigned int i = outputInfo.GetNumDimensions(); i-- > 0;)
+ {
+ outIndex += dimensionStride * (indices[i] - view.m_Origin[i]);
+ dimensionStride *= outputInfo.GetShape()[i];
+ }
+
+ decoder += index;
+ inputValue = decoder.Get();
+ decoder -= index;
+
+ encoder += outIndex;
+ encoder.Set(inputValue);
+ break;
+ }
+ }
+ }
+}
+
+} \ No newline at end of file