From e4dfd6ead59e17828f8814f0ecc5fa67f0c72868 Mon Sep 17 00:00:00 2001 From: Nikhil Raj Date: Thu, 18 Oct 2018 10:11:04 +0100 Subject: IVGCVSW-1865 - Support NHWC for Convolution2D (CpuRef) * Updated the ConvImpl.hpp to use DataLayoutIndex * Enabled unit test for CpuRef * Update CreateWorkload Tests for ref with NHWC Change-Id: Id309b7ef677489d63dcb5e09bd48ab9624b5ebfb --- .../reference/test/RefCreateWorkloadTests.cpp | 27 +++++++++++++++++----- 1 file changed, 21 insertions(+), 6 deletions(-) (limited to 'src/backends/reference/test/RefCreateWorkloadTests.cpp') diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp index dc0348dc10..236267c177 100644 --- a/src/backends/reference/test/RefCreateWorkloadTests.cpp +++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp @@ -177,17 +177,32 @@ BOOST_AUTO_TEST_CASE(CreateConvertFp32ToFp16Float16Workload) std::move(workload), TensorInfo({1, 3, 2, 3}, DataType::Float32), TensorInfo({1, 3, 2, 3}, DataType::Float16)); } -BOOST_AUTO_TEST_CASE(CreateConvolution2dWorkload) +static void RefCreateConvolution2dWorkloadTest(DataLayout dataLayout = DataLayout::NCHW) { - Graph graph; + Graph graph; RefWorkloadFactory factory; - auto workload = CreateConvolution2dWorkloadTest(factory, graph); + auto workload = CreateConvolution2dWorkloadTest + (factory, graph, dataLayout); + + std::initializer_list inputShape = (dataLayout == DataLayout::NCHW) ? + std::initializer_list({2, 3, 8, 16}) : std::initializer_list({2, 8, 16, 3}); + std::initializer_list outputShape = (dataLayout == DataLayout::NCHW) ? + std::initializer_list({2, 2, 2, 10}) : std::initializer_list({2, 2, 10, 2}); // Checks that outputs and inputs are as we expect them (see definition of CreateConvolution2dWorkloadTest). CheckInputOutput(std::move(workload), - TensorInfo({2, 3, 8, 16}, DataType::Float32), - TensorInfo({2, 2, 2, 10}, DataType::Float32)); + TensorInfo(inputShape, DataType::Float32), + TensorInfo(outputShape, DataType::Float32)); +} + +BOOST_AUTO_TEST_CASE(CreateConvolution2dFloatNchwWorkload) +{ + RefCreateConvolution2dWorkloadTest(DataLayout::NCHW); +} + +BOOST_AUTO_TEST_CASE(CreateConvolution2dFloatNhwcWorkload) +{ + RefCreateConvolution2dWorkloadTest(DataLayout::NHWC); } template -- cgit v1.2.1