From 3ec3077b4eaedcc0c20ab5774bdbe365da541445 Mon Sep 17 00:00:00 2001 From: Mike Kelly Date: Wed, 8 Mar 2023 13:47:17 +0000 Subject: 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 Signed-off-by: Mike Kelly Change-Id: I7cbb96b60eb01f0e2b57b0541016d48a08b86c75 --- src/backends/cl/ClLayerSupport.cpp | 52 +++++++++++++++++++++++++++++++++++++- 1 file changed, 51 insertions(+), 1 deletion(-) (limited to 'src/backends/cl/ClLayerSupport.cpp') diff --git a/src/backends/cl/ClLayerSupport.cpp b/src/backends/cl/ClLayerSupport.cpp index cb2d756037..89bcf9bc01 100644 --- a/src/backends/cl/ClLayerSupport.cpp +++ b/src/backends/cl/ClLayerSupport.cpp @@ -1,5 +1,5 @@ // -// Copyright © 2017 Arm Ltd and Contributors. All rights reserved. +// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // @@ -347,6 +347,56 @@ bool ClLayerSupport::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: + { + auto desc = *(PolymorphicDowncast(&descriptor)); + + switch (desc.m_Operation) + { + case BinaryOperation::Add: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClAdditionValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2], + nullptr); + case BinaryOperation::Div: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClDivisionWorkloadValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2], + nullptr); + case BinaryOperation::Minimum: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClMinimumWorkloadValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2]); + case BinaryOperation::Maximum: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClMaximumWorkloadValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2]); + case BinaryOperation::Mul: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClMultiplicationWorkloadValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2], + nullptr); + case BinaryOperation::Sub: + FORWARD_WORKLOAD_VALIDATE_FUNC(ClSubtractionValidate, + reasonIfUnsupported, + infos[0], + infos[1], + infos[2], + nullptr); + default: + return false; + } + } case LayerType::ElementwiseUnary: return IsElementwiseUnarySupported(infos[0], infos[1], -- cgit v1.2.1