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| author | Mike Kelly <mike.kelly@arm.com> | 2023-03-08 13:47:17 +0000 |
|---|---|---|
| committer | Francis Murtagh <francis.murtagh@arm.com> | 2023-03-14 16:40:09 +0000 |
| commit | 3ec3077b4eaedcc0c20ab5774bdbe365da541445 (patch) | |
| tree | d601d2000897dec8691bf64cbddc9036f26b8034 /src/backends/reference/RefLayerSupport.cpp | |
| parent | a088cd00b3cce672d26cdcb4965fc2a86b48f339 (diff) | |
| download | armnn-3ec3077b4eaedcc0c20ab5774bdbe365da541445.tar.gz | |
IVGCVSW-3808 Add ElementwiseBinaryLayer
!android-nn-driver:9329
* Added ElementwiseBinaryLayer that can represent all ElementwiseBinary
operations including Add, Div, Sub, Maximum, Mul and Minimum.
* Updated Delegate to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated Deserializer to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated OnnxParser to use ElementwiseBinaryLayer instead of the Add
layer.
* Updated TfLiteParser to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated CL and Neon tests to use ElementwiseBinaryLayer.
* Updated CL and Neon Backend Specific Optimizations to accept
ElementBinaryLayers as well as Add, Div, Mul, Sub, Maximum and Minimum
layers.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I7cbb96b60eb01f0e2b57b0541016d48a08b86c75
Diffstat (limited to 'src/backends/reference/RefLayerSupport.cpp')
| -rw-r--r-- | src/backends/reference/RefLayerSupport.cpp | 32 |
1 files changed, 31 insertions, 1 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp index a5015a7376..cbc6723dbc 100644 --- a/src/backends/reference/RefLayerSupport.cpp +++ b/src/backends/reference/RefLayerSupport.cpp @@ -1,5 +1,5 @@ // -// Copyright © 2017,2022 Arm Ltd and Contributors. All rights reserved. +// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // @@ -189,6 +189,36 @@ bool RefLayerSupport::IsLayerSupported(const LayerType& type, return IsDequantizeSupported(infos[0], infos[1], reasonIfUnsupported); case LayerType::Division: return IsDivisionSupported(infos[0], infos[1], infos[2], reasonIfUnsupported); + case LayerType::ElementwiseBinary: + { + std::array<DataType, 7> supportedTypes = + { + DataType::Float32, + DataType::Float16, + DataType::QAsymmS8, + DataType::QAsymmU8, + DataType::QSymmS16, + DataType::Signed32 + }; + + bool supported = true; + supported &= CheckSupportRule(TypeAnyOf(infos[0], supportedTypes), reasonIfUnsupported, + "Reference elementwise unary: input type not supported"); + + supported &= CheckSupportRule(TypeAnyOf(infos[1], supportedTypes), reasonIfUnsupported, + "Reference elementwise unary: input type not supported"); + + supported &= CheckSupportRule(TypeAnyOf(infos[2], supportedTypes), reasonIfUnsupported, + "Reference elementwise unary: output type not supported"); + + supported &= CheckSupportRule(TypesAreEqual(infos[0], infos[1]), reasonIfUnsupported, + "Reference elementwise unary: input types not matching"); + + supported &= CheckSupportRule(TypesAreEqual(infos[0], infos[2]), reasonIfUnsupported, + "Reference elementwise unary: input and output types not matching"); + + return supported; + } case LayerType::ElementwiseUnary: return IsElementwiseUnarySupported(infos[0], infos[1], |