diff options
author | James Conroy <james.conroy@arm.com> | 2018-10-11 12:39:05 +0100 |
---|---|---|
committer | Matthew Bentham <matthew.bentham@arm.com> | 2018-10-22 16:57:53 +0100 |
commit | 595408218a0e17f04d91ff131a8227a4f352ff61 (patch) | |
tree | 515316e28abbed3dce388bc99be5ff52bc042765 /src/backends/reference/test | |
parent | a0944791e87902b35e06c306c7b1a6f0f5bbfbd7 (diff) | |
download | armnn-595408218a0e17f04d91ff131a8227a4f352ff61.tar.gz |
IVGCVSW-1978: Support NHWC for ResizeBilinear CpuRef
* Adds implementation to plumb DataLayout parameter
for ResizeBilinear on CpuRef.
* Adds unit tests to execute ResizeBilinear on CpuRef
using the NHWC data layout.
* Adds DataLayoutIndexed API, allowing easy access to
the Channels, Height and Width of a tensor based on
its data layout. This reduces code duplication.
* Refactors original ResizeBilinear implementation and
tests to use the DataLayoutIndexed API when required.
Change-Id: Ic2b8916cdd2e370d070175547079d774daf6d7bf
Diffstat (limited to 'src/backends/reference/test')
-rw-r--r-- | src/backends/reference/test/RefCreateWorkloadTests.cpp | 33 | ||||
-rw-r--r-- | src/backends/reference/test/RefLayerTests.cpp | 9 |
2 files changed, 34 insertions, 8 deletions
diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp index e88fbed014..e8d536f6e8 100644 --- a/src/backends/reference/test/RefCreateWorkloadTests.cpp +++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp @@ -420,27 +420,46 @@ BOOST_AUTO_TEST_CASE(CreateSingleOutputMultipleInputsUint8) } template <typename ResizeBilinearWorkloadType, armnn::DataType DataType> -static void RefCreateResizeBilinearTest() +static void RefCreateResizeBilinearTest(DataLayout dataLayout) { Graph graph; RefWorkloadFactory factory; - auto workload = CreateResizeBilinearWorkloadTest<ResizeBilinearWorkloadType, DataType>(factory, graph); + auto workload = CreateResizeBilinearWorkloadTest<ResizeBilinearWorkloadType, DataType>(factory, graph, dataLayout); + + TensorShape inputShape; + TensorShape outputShape; + + switch (dataLayout) + { + case DataLayout::NHWC: + inputShape = { 2, 4, 4, 3 }; + outputShape = { 2, 2, 2, 3 }; + break; + default: // NCHW + inputShape = { 2, 3, 4, 4 }; + outputShape = { 2, 3, 2, 2 }; + } // Checks that outputs and inputs are as we expect them (see definition of CreateResizeBilinearWorkloadTest). CheckInputOutput( - std::move(workload), - TensorInfo({ 2, 3, 4, 4 }, DataType), - TensorInfo({ 2, 3, 2, 2 }, DataType)); + std::move(workload), + TensorInfo(inputShape, DataType), + TensorInfo(outputShape, DataType)); } BOOST_AUTO_TEST_CASE(CreateResizeBilinearFloat32) { - RefCreateResizeBilinearTest<RefResizeBilinearFloat32Workload, armnn::DataType::Float32>(); + RefCreateResizeBilinearTest<RefResizeBilinearFloat32Workload, armnn::DataType::Float32>(DataLayout::NCHW); } BOOST_AUTO_TEST_CASE(CreateResizeBilinearUint8) { - RefCreateResizeBilinearTest<RefResizeBilinearUint8Workload, armnn::DataType::QuantisedAsymm8>(); + RefCreateResizeBilinearTest<RefResizeBilinearUint8Workload, armnn::DataType::QuantisedAsymm8>(DataLayout::NCHW); +} + +BOOST_AUTO_TEST_CASE(CreateResizeBilinearFloat32Nhwc) +{ + RefCreateResizeBilinearTest<RefResizeBilinearFloat32Workload, armnn::DataType::Float32>(DataLayout::NHWC); } BOOST_AUTO_TEST_CASE(CreateL2NormalizationFloat32) diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp index de2c2fe332..48bffa94ef 100644 --- a/src/backends/reference/test/RefLayerTests.cpp +++ b/src/backends/reference/test/RefLayerTests.cpp @@ -178,7 +178,7 @@ ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadca ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test) -// Resize Bilinear +// Resize Bilinear - NCHW ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest) ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, SimpleResizeBilinearUint8Test) ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest) @@ -190,6 +190,13 @@ ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, ResizeBilinearMinUint8Test) ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest) ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, ResizeBilinearMagUint8Test) +// Resize Bilinear - NHWC +ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopNhwcTest) +ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearNhwcTest) +ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinNhwcTest) +ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinNhwcTest) +ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagNhwcTest) + // Fake Quantization ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest) |