diff options
Diffstat (limited to 'src/backends/backendsCommon/test')
-rw-r--r-- | src/backends/backendsCommon/test/LayerTests.cpp | 86 | ||||
-rw-r--r-- | src/backends/backendsCommon/test/LayerTests.hpp | 10 |
2 files changed, 95 insertions, 1 deletions
diff --git a/src/backends/backendsCommon/test/LayerTests.cpp b/src/backends/backendsCommon/test/LayerTests.cpp index 5679fffe99..e96f7dc732 100644 --- a/src/backends/backendsCommon/test/LayerTests.cpp +++ b/src/backends/backendsCommon/test/LayerTests.cpp @@ -8259,6 +8259,92 @@ LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest( 1.f/20.f, 50, armnn::DataLayout::NHWC); } +LayerTestResult<int16_t, 4> BatchNormInt16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + // BatchSize: 1 + // Channels: 2 + // Height: 3 + // Width: 2 + + const armnn::TensorShape inputOutputShape{ 1, 2, 3, 2 }; + std::vector<float> inputValues + { + // Batch 0, Channel 0, Height (3) x Width (2) + 1.f, 4.f, + 4.f, 2.f, + 1.f, 6.f, + + // Batch 0, Channel 1, Height (3) x Width (2) + 1.f, 1.f, + 4.f, 1.f, + -2.f, 4.f + }; + std::vector<float> expectedOutputValues + { + // Batch 0, Channel 0, Height (3) x Width (2) + 1.f, 4.f, + 4.f, 2.f, + 1.f, 6.f, + + // Batch 0, Channel 1, Height (3) x Width (2) + 3.f, 3.f, + 4.f, 3.f, + 2.f, 4.f + }; + + return BatchNormTestImpl<armnn::DataType::QuantisedSymm16>( + workloadFactory, memoryManager, + inputOutputShape, inputValues, expectedOutputValues, + 1.f/20.f, 50, armnn::DataLayout::NCHW); +} + +LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + // BatchSize: 1 + // Height: 3 + // Width: 2 + // Channels: 2 + + const armnn::TensorShape inputOutputShape{ 1, 3, 2, 2 }; + std::vector<float> inputValues + { + // Batch 0, Height 0, Width (2) x Channel (2) + 1.f, 1.f, + 4.f, 1.f, + + // Batch 0, Height 1, Width (2) x Channel (2) + 4.f, 4.f, + 2.f, 1.f, + + // Batch 0, Height 2, Width (2) x Channel (2) + 1.f, -2.f, + 6.f, 4.f + }; + std::vector<float> expectedOutputValues + { + // Batch 0, Height 0, Width (2) x Channel (2) + 1.f, 3.f, + 4.f, 3.f, + + // Batch 0, Height 1, Width (2) x Channel (2) + 4.f, 4.f, + 2.f, 3.f, + + // Batch 0, Height 2, Width (2) x Channel (2) + 1.f, 2.f, + 6.f, 4.f + }; + + return BatchNormTestImpl<armnn::DataType::QuantisedSymm16> + (workloadFactory, memoryManager, + inputOutputShape, inputValues, expectedOutputValues, + 1.f/20.f, 50, armnn::DataLayout::NHWC); +} + LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) diff --git a/src/backends/backendsCommon/test/LayerTests.hpp b/src/backends/backendsCommon/test/LayerTests.hpp index df79e46dee..be686c141e 100644 --- a/src/backends/backendsCommon/test/LayerTests.hpp +++ b/src/backends/backendsCommon/test/LayerTests.hpp @@ -1043,6 +1043,14 @@ LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); +LayerTestResult<int16_t, 4> BatchNormInt16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); @@ -2000,4 +2008,4 @@ LayerTestResult<T, 4> SimpleFloorTest( CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get()); return ret; -}
\ No newline at end of file +} |