From e7a86a4a3363993fb41b1ea62f23b3643b8b0c78 Mon Sep 17 00:00:00 2001 From: Francis Murtagh Date: Wed, 29 Aug 2018 12:42:10 +0100 Subject: 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 --- src/armnn/backends/RefWorkloads/Division.cpp | 52 ++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 src/armnn/backends/RefWorkloads/Division.cpp (limited to 'src/armnn/backends/RefWorkloads/Division.cpp') diff --git a/src/armnn/backends/RefWorkloads/Division.cpp b/src/armnn/backends/RefWorkloads/Division.cpp new file mode 100644 index 0000000000..9837fea6b4 --- /dev/null +++ b/src/armnn/backends/RefWorkloads/Division.cpp @@ -0,0 +1,52 @@ +// +// 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 + +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(), + 0, + inData0, + inData1, + outData); + } +} + +} //namespace armnn -- cgit v1.2.1