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author | konsof01 <konstantin.sofeikov@arm.com> | 2019-06-07 15:15:58 +0100 |
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committer | Matteo Martincigh <matteo.martincigh@arm.com> | 2019-06-12 09:58:38 +0000 |
commit | 7f6db40e8c02084a5e960e1f377e8e83ed87f6a1 (patch) | |
tree | bef290eac076c4e77f753a70a3d5e0c971cb59f8 /src/backends/backendsCommon/test/ActivationTestImpl.hpp | |
parent | 972af1568372f243f241b58fa07f0d3a7f991d1e (diff) | |
download | armnn-7f6db40e8c02084a5e960e1f377e8e83ed87f6a1.tar.gz |
IVGCVSW-3010: Unit Test for Activation Workload for Float32 and Uint8
Unit tests for following Activations have been added
*Relu
*SoftRelu
*LeakyRelu
*Abs
*Sqrt
*Square
*Tanh
Signed-off-by: Konstantin Sofeikov <konstantin.sofeikov@arm.com>
Change-Id: I2812a24842400c8b2c2d87933fbe1eca8c66e911
Diffstat (limited to 'src/backends/backendsCommon/test/ActivationTestImpl.hpp')
-rw-r--r-- | src/backends/backendsCommon/test/ActivationTestImpl.hpp | 99 |
1 files changed, 99 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/ActivationTestImpl.hpp b/src/backends/backendsCommon/test/ActivationTestImpl.hpp index 1a5bcd4fbb..9088d18858 100644 --- a/src/backends/backendsCommon/test/ActivationTestImpl.hpp +++ b/src/backends/backendsCommon/test/ActivationTestImpl.hpp @@ -548,6 +548,21 @@ LayerTestResult<int16_t, 4> ReLuInt16Test( } +LayerTestResult<uint8_t, 4> ReLuUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return ReLuTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<float, 4> ReLuTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return ReLuTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + + template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> LayerTestResult<T, 4> BoundedReLuTestCommon( armnn::IWorkloadFactory& workloadFactory, @@ -624,6 +639,20 @@ LayerTestResult<T, 4> SoftReLuTestCommon( outputExpectedData); } +LayerTestResult<float, 4> SoftReLuTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SoftReLuTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> SoftReLuUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SoftReLuTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.0625f, 64); +} + LayerTestResult<int16_t, 4> SoftReLuInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) @@ -665,6 +694,20 @@ LayerTestResult<T, 4> LeakyReLuTestCommon( outputExpectedData); } +LayerTestResult<float, 4> LeakyReLuTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return LeakyReLuTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> LeakyReLuUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return LeakyReLuTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.0625f, 64); +} + LayerTestResult<int16_t, 4> LeakyReLuInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) @@ -705,6 +748,20 @@ LayerTestResult<T, 4> AbsTestCommon( outputExpectedData); } +LayerTestResult<float, 4> AbsTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return AbsTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> AbsUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return AbsTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.0625f, 64); +} + LayerTestResult<int16_t, 4> AbsInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) @@ -745,6 +802,20 @@ LayerTestResult<T, 4> SqrtTestCommon( outputExpectedData); } +LayerTestResult<float, 4> SqrtTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SqrtTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> SqrtUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SqrtTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.0625f, 64); +} + LayerTestResult<int16_t, 4> SqrtInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) @@ -785,6 +856,20 @@ LayerTestResult<T, 4> SquareTestCommon( outputExpectedData); } +LayerTestResult<float, 4> SquareTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SquareTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> SquareUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return SquareTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.0625f, 64); +} + LayerTestResult<int16_t, 4> SquareInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) @@ -827,6 +912,20 @@ LayerTestResult<T, 4> TanhTestCommon( outputExpectedData); } +LayerTestResult<float, 4> TanhTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return TanhTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0); +} + +LayerTestResult<uint8_t, 4> TanhUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + return TanhTestCommon<armnn::DataType::QuantisedAsymm8>(workloadFactory, memoryManager, 0.1f, 64); +} + LayerTestResult<int16_t, 4> TanhInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |