From 9c6f3afdf7686d9804fd5bc04ea68fca4c49a0a8 Mon Sep 17 00:00:00 2001 From: saoste01 Date: Mon, 5 Nov 2018 12:30:23 +0000 Subject: IVGCVSW-2113: Update ClDepthWiseConvolutionWOrkload to suit NCHW/NHWC DataLayout (3*3 Optimization) Change-Id: Icfc137201c52e2c856076b7795572cc4ba75cc95 --- src/backends/cl/workloads/ClDepthwiseConvolutionWorkload.cpp | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/backends/cl/workloads/ClDepthwiseConvolutionWorkload.cpp b/src/backends/cl/workloads/ClDepthwiseConvolutionWorkload.cpp index aa5d5a1b0a..9cadbf09ac 100644 --- a/src/backends/cl/workloads/ClDepthwiseConvolutionWorkload.cpp +++ b/src/backends/cl/workloads/ClDepthwiseConvolutionWorkload.cpp @@ -88,8 +88,11 @@ ClDepthwiseConvolutionWorkload::ClDepthwiseConvolutionWorkload( const unsigned int depthMultiplier = weightInfo.GetShape()[0]; + const unsigned int widthIndex = (m_Data.m_Parameters.m_DataLayout == DataLayout::NCHW) ? 3 : 2; + const unsigned int heightIndex = (m_Data.m_Parameters.m_DataLayout == DataLayout::NCHW) ? 2 : 1; + //Check for optimisation opportunities. - bool use3x3Optimisation = (weightInfo.GetShape()[3] == 3) && (weightInfo.GetShape()[2] == 3); + bool use3x3Optimisation = (weightInfo.GetShape()[widthIndex] == 3) && (weightInfo.GetShape()[heightIndex] == 3); if (use3x3Optimisation) { m_DepthwiseConvolutionLayer = std::make_unique(); -- cgit v1.2.1