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author | Matthew Jackson <matthew.jackson@arm.com> | 2019-09-12 09:08:23 +0100 |
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committer | Matteo Martincigh <matteo.martincigh@arm.com> | 2019-09-12 15:28:01 +0000 |
commit | 9bff14458f9950a5d31b9523c62c0bbf79a65fcf (patch) | |
tree | 8252812da63458e38b704a3abba3e1d5a35e1bf2 /src/backends/reference/RefLayerSupport.cpp | |
parent | 1e0466c4ab26e82abed7f8f263dfe6a2a543cc1a (diff) | |
download | armnn-9bff14458f9950a5d31b9523c62c0bbf79a65fcf.tar.gz |
IVGCVSW-3857 Add Reference FP16 workload support to remaining layers
* Adds Reference FP16 support and unit tests for layers not already supported
!referencetests:202156
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
Diffstat (limited to 'src/backends/reference/RefLayerSupport.cpp')
-rw-r--r-- | src/backends/reference/RefLayerSupport.cpp | 63 |
1 files changed, 42 insertions, 21 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp index 4958968175..465d45cbae 100644 --- a/src/backends/reference/RefLayerSupport.cpp +++ b/src/backends/reference/RefLayerSupport.cpp @@ -70,9 +70,10 @@ bool RefLayerSupport::IsAbsSupported(const TensorInfo& input, const TensorInfo& Optional<std::string&> reasonIfUnsupported) const { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -202,9 +203,10 @@ bool RefLayerSupport::IsBatchNormalizationSupported(const TensorInfo& input, { ignore_unused(descriptor); - std::array<DataType, 3> supportedTypes = + std::array<DataType, 4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -249,9 +251,10 @@ bool RefLayerSupport::IsBatchToSpaceNdSupported(const TensorInfo& input, std::string outputTensorStr = "output"; // Define supported types. - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -290,9 +293,10 @@ bool RefLayerSupport::IsConcatSupported(const std::vector<const TensorInfo*> inp ignore_unused(descriptor); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -556,8 +560,9 @@ bool RefLayerSupport::IsDivisionSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = { + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -590,9 +595,10 @@ bool RefLayerSupport::IsEqualSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -637,9 +643,10 @@ bool RefLayerSupport::IsFloorSupported(const TensorInfo& input, ignore_unused(output); bool supported = true; - std::array<DataType,2> supportedTypes = + std::array<DataType,3> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedSymm16 }; @@ -716,9 +723,10 @@ bool RefLayerSupport::IsGatherSupported(const armnn::TensorInfo& input0, armnn::Optional<std::string&> reasonIfUnsupported) const { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -745,9 +753,10 @@ bool RefLayerSupport::IsGreaterSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -923,8 +932,9 @@ bool RefLayerSupport::IsMaximumSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = { + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1053,8 +1063,9 @@ bool RefLayerSupport::IsMinimumSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = { + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1288,9 +1299,10 @@ bool RefLayerSupport::IsResizeBilinearSupported(const TensorInfo& input, Optional<std::string&> reasonIfUnsupported) const { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1313,9 +1325,10 @@ bool RefLayerSupport::IsResizeSupported(const TensorInfo& input, Optional<std::string&> reasonIfUnsupported) const { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1337,9 +1350,10 @@ bool RefLayerSupport::IsRsqrtSupported(const TensorInfo& input, Optional<std::string&> reasonIfUnsupported) const { bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1366,9 +1380,10 @@ bool RefLayerSupport::IsSoftmaxSupported(const TensorInfo& input, { ignore_unused(output); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1392,9 +1407,10 @@ bool RefLayerSupport::IsSpaceToBatchNdSupported(const TensorInfo& input, { ignore_unused(output); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1420,9 +1436,10 @@ bool RefLayerSupport::IsSpaceToDepthSupported(const TensorInfo& input, ignore_unused(descriptor); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1445,9 +1462,10 @@ bool RefLayerSupport::IsSplitterSupported(const TensorInfo& input, { ignore_unused(descriptor); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1465,9 +1483,10 @@ bool RefLayerSupport::IsSplitterSupported(const TensorInfo& input, { ignore_unused(descriptor); bool supported = true; - std::array<DataType,3> supportedTypes = + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1551,8 +1570,9 @@ bool RefLayerSupport::IsSubtractionSupported(const TensorInfo& input0, { bool supported = true; - std::array<DataType,3> supportedTypes = { + std::array<DataType,4> supportedTypes = { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; @@ -1585,9 +1605,10 @@ bool RefLayerSupport::IsPreluSupported(const TensorInfo& input, { bool supported = true; - std::array<DataType, 3> supportedTypes + std::array<DataType, 4> supportedTypes { DataType::Float32, + DataType::Float16, DataType::QuantisedAsymm8, DataType::QuantisedSymm16 }; |