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author | Nikhil Raj <nikhil.raj@arm.com> | 2018-10-18 14:27:50 +0100 |
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committer | Matthew Bentham <matthew.bentham@arm.com> | 2018-10-22 16:57:54 +0100 |
commit | d134093a271b60e248942af9757e8236e8f41ac1 (patch) | |
tree | 7b15baae3cd028dc4cb0f0bb5302ecfbc9db8225 /src/backends/cl/test/ClCreateWorkloadTests.cpp | |
parent | 33f0ae0d293f5048089f2a04985a8a8bfa1d75a6 (diff) | |
download | armnn-d134093a271b60e248942af9757e8236e8f41ac1.tar.gz |
IVGCVSW-2023 CL and Neon implementation of BatchNorm with NHWC
Change-Id: I962e986607e5d045cd97b9eaeaea2f5ae624db35
Diffstat (limited to 'src/backends/cl/test/ClCreateWorkloadTests.cpp')
-rw-r--r-- | src/backends/cl/test/ClCreateWorkloadTests.cpp | 38 |
1 files changed, 30 insertions, 8 deletions
diff --git a/src/backends/cl/test/ClCreateWorkloadTests.cpp b/src/backends/cl/test/ClCreateWorkloadTests.cpp index 756b4a603b..b5fc031461 100644 --- a/src/backends/cl/test/ClCreateWorkloadTests.cpp +++ b/src/backends/cl/test/ClCreateWorkloadTests.cpp @@ -144,31 +144,53 @@ BOOST_AUTO_TEST_CASE(CreateDivisionFloat16WorkloadTest) } template <typename BatchNormalizationWorkloadType, armnn::DataType DataType> -static void ClCreateBatchNormalizationWorkloadTest() +static void ClCreateBatchNormalizationWorkloadTest(DataLayout dataLayout) { Graph graph; ClWorkloadFactory factory; auto workload = CreateBatchNormalizationWorkloadTest<BatchNormalizationWorkloadType, DataType> - (factory, graph); + (factory, graph, dataLayout); // Checks that inputs/outputs are as we expect them (see definition of CreateBatchNormalizationWorkloadTest). BatchNormalizationQueueDescriptor queueDescriptor = workload->GetData(); auto inputHandle = boost::polymorphic_downcast<IClTensorHandle*>(queueDescriptor.m_Inputs[0]); auto outputHandle = boost::polymorphic_downcast<IClTensorHandle*>(queueDescriptor.m_Outputs[0]); - BOOST_TEST(CompareIClTensorHandleShape(inputHandle, {2, 3, 1, 1})); - BOOST_TEST(CompareIClTensorHandleShape(outputHandle, {2, 3, 1, 1})); + switch (dataLayout) + { + case DataLayout::NHWC: + BOOST_TEST(CompareIClTensorHandleShape(inputHandle, { 2, 4, 4, 3 })); + BOOST_TEST(CompareIClTensorHandleShape(outputHandle, { 2, 4, 4, 3 })); + break; + default: // NCHW + BOOST_TEST(CompareIClTensorHandleShape(inputHandle, { 2, 3, 4, 4 })); + BOOST_TEST(CompareIClTensorHandleShape(outputHandle, { 2, 3, 4, 4 })); + } +} + +BOOST_AUTO_TEST_CASE(CreateBatchNormalizationFloatNchwWorkload) +{ + ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, + armnn::DataType::Float32>(DataLayout::NCHW); +} + +BOOST_AUTO_TEST_CASE(CreateBatchNormalizationFloat16NchwWorkload) +{ + ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, + armnn::DataType::Float16>(DataLayout::NCHW); } -BOOST_AUTO_TEST_CASE(CreateBatchNormalizationFloatWorkload) +BOOST_AUTO_TEST_CASE(CreateBatchNormalizationFloatNhwcWorkload) { - ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, armnn::DataType::Float32>(); + ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, + armnn::DataType::Float32>(DataLayout::NHWC); } -BOOST_AUTO_TEST_CASE(CreateBatchNormalizationFloat16Workload) +BOOST_AUTO_TEST_CASE(CreateBatchNormalizationNhwcFloat16NhwcWorkload) { - ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, armnn::DataType::Float16>(); + ClCreateBatchNormalizationWorkloadTest<ClBatchNormalizationFloatWorkload, + armnn::DataType::Float16>(DataLayout::NHWC); } BOOST_AUTO_TEST_CASE(CreateConvertFp16ToFp32Workload) |