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-rw-r--r--src/graph/backends/CL/CLFunctionsFactory.cpp13
-rw-r--r--src/graph/backends/NEON/NEFunctionFactory.cpp14
2 files changed, 24 insertions, 3 deletions
diff --git a/src/graph/backends/CL/CLFunctionsFactory.cpp b/src/graph/backends/CL/CLFunctionsFactory.cpp
index b9e3ddc0a3..7473ff480f 100644
--- a/src/graph/backends/CL/CLFunctionsFactory.cpp
+++ b/src/graph/backends/CL/CLFunctionsFactory.cpp
@@ -40,7 +40,8 @@ namespace backends
/** Target specific information structure used to pass information to the layer templates */
struct CLTargetInfo
{
- using TensorType = arm_compute::ICLTensor;
+ using TensorType = arm_compute::ICLTensor;
+ using TensorConcreteType = CLTensor;
static Target TargetType;
};
@@ -69,6 +70,14 @@ struct CLEltwiseFunctions
using Subtraction = CLArithmeticSubtraction;
using Multiplication = CLPixelWiseMultiplication;
};
+
+/** Function and tensor types to be used inside a CL fused convolution/batch normalization layer */
+struct CLFusedLayerTypes
+{
+ using ConvolutionLayer = CLConvolutionLayer;
+ using FuseBatchNormalization = CLFuseBatchNormalization;
+};
+
// TODO (isagot01): Remove once we support heterogeneous scheduling at function level
/** Wrapper for the CPP Function in the OpenCL backend **/
class CPPWrapperFunction : public IFunction
@@ -192,6 +201,8 @@ std::unique_ptr<IFunction> CLFunctionFactory::create(INode *node, GraphContext &
return detail::create_flatten_layer<CLFlattenLayer, CLTargetInfo>(*polymorphic_downcast<FlattenLayerNode *>(node));
case NodeType::FullyConnectedLayer:
return detail::create_fully_connected_layer<CLFullyConnectedLayer, CLTargetInfo>(*polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx);
+ case NodeType::FusedConvolutionBatchNormalizationLayer:
+ return detail::create_fused_convolution_batch_normalization_layer<CLFusedLayerTypes, CLTargetInfo>(*polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node));
case NodeType::GenerateProposalsLayer:
return detail::create_generate_proposals_layer<CLGenerateProposalsLayer, CLTargetInfo>(*polymorphic_downcast<GenerateProposalsLayerNode *>(node), ctx);
case NodeType::NormalizationLayer:
diff --git a/src/graph/backends/NEON/NEFunctionFactory.cpp b/src/graph/backends/NEON/NEFunctionFactory.cpp
index dc987dd86e..f23845c314 100644
--- a/src/graph/backends/NEON/NEFunctionFactory.cpp
+++ b/src/graph/backends/NEON/NEFunctionFactory.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2018 ARM Limited.
+ * Copyright (c) 2018-2019 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -46,7 +46,8 @@ namespace backends
/** Target specific information structure used to pass information to the layer templates */
struct NETargetInfo
{
- using TensorType = arm_compute::ITensor;
+ using TensorType = arm_compute::ITensor;
+ using TensorConcreteType = arm_compute::Tensor;
static Target TargetType;
};
@@ -76,6 +77,13 @@ struct NEEltwiseFunctions
using Multiplication = NEPixelWiseMultiplication;
};
+/** Function and tensor types to be used inside a NEON fused convolution/batch normalization layer */
+struct NEFusedLayerTypes
+{
+ using ConvolutionLayer = NEConvolutionLayer;
+ using FuseBatchNormalization = NEFuseBatchNormalization;
+};
+
namespace detail
{
// Specialized functions
@@ -210,6 +218,8 @@ std::unique_ptr<IFunction> NEFunctionFactory::create(INode *node, GraphContext &
return detail::create_flatten_layer<NEFlattenLayer, NETargetInfo>(*polymorphic_downcast<FlattenLayerNode *>(node));
case NodeType::FullyConnectedLayer:
return detail::create_fully_connected_layer<NEFullyConnectedLayer, NETargetInfo>(*polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx);
+ case NodeType::FusedConvolutionBatchNormalizationLayer:
+ return detail::create_fused_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>(*polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node));
case NodeType::NormalizationLayer:
return detail::create_normalization_layer<NENormalizationLayer, NETargetInfo>(*polymorphic_downcast<NormalizationLayerNode *>(node), ctx);
case NodeType::PermuteLayer: