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authorFrancis Murtagh <francis.murtagh@arm.com>2018-08-29 12:42:10 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-09-17 17:21:23 +0100
commite7a86a4a3363993fb41b1ea62f23b3643b8b0c78 (patch)
tree6d054cae92a13412129525e4f9ea441e7d8c6b73 /src/armnn/backends/RefWorkloads/Division.cpp
parenta68241066c3e797dab70f515d2c55aaa74abf564 (diff)
downloadarmnn-e7a86a4a3363993fb41b1ea62f23b3643b8b0c78.tar.gz
IVGCVSW-1200 Division layer
*IVGCVSW-1772 Create QueueDescriptors *IVGCVSW-1773 Add a CL implementation of the DivisionWorkload *IVGCVSW-1774 Add Neon implementation of the DivisionWorkload *IVGCVSW-1775 Add a Ref implementation of the DivisionWorkload *IVGCVSW-1776 Add a Division Layer * Added simple division unit tests with broadcasting Change-Id: I05751fb7f868789f6c06f91e8d25e52b4f12ab5e
Diffstat (limited to 'src/armnn/backends/RefWorkloads/Division.cpp')
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diff --git a/src/armnn/backends/RefWorkloads/Division.cpp b/src/armnn/backends/RefWorkloads/Division.cpp
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+++ b/src/armnn/backends/RefWorkloads/Division.cpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// See LICENSE file in the project root for full license information.
+//
+
+#include "Division.hpp"
+#include "Broadcast.hpp"
+
+#include <functional>
+
+namespace
+{
+
+void ElementwiseDivision(unsigned int numElements,
+ const float* inData0,
+ const float* inData1,
+ float* outData)
+{
+ for (unsigned int i = 0; i < numElements; ++i)
+ {
+ //TODO How to handle divide by 0
+ outData[i] = inData0[i] / inData1[i];
+ }
+}
+
+} // namespace
+
+namespace armnn
+{
+
+void Division(const TensorShape& inShape0,
+ const TensorShape& inShape1,
+ const TensorShape& outShape,
+ const float* inData0,
+ const float* inData1,
+ float* outData)
+{
+ if (inShape0 == inShape1)
+ {
+ ElementwiseDivision(inShape0.GetNumElements(), inData0, inData1, outData);
+ }
+ else
+ {
+ BroadcastLoop(inShape0, inShape1, outShape).Unroll(std::divides<float>(),
+ 0,
+ inData0,
+ inData1,
+ outData);
+ }
+}
+
+} //namespace armnn