aboutsummaryrefslogtreecommitdiff
path: root/src/graph/mutators
diff options
context:
space:
mode:
authorGiorgio Arena <giorgio.arena@arm.com>2020-02-07 13:46:45 +0000
committerGiorgio Arena <giorgio.arena@arm.com>2020-03-02 15:51:39 +0000
commit1856ff7ebb29e04c3549b74d7ced336111cbf05e (patch)
treec94654f0d8535930a81712bf7aadffd757c82577 /src/graph/mutators
parent3c4bf0c4eab5ead756c472f17ddf008b882cc905 (diff)
downloadComputeLibrary-1856ff7ebb29e04c3549b74d7ced336111cbf05e.tar.gz
COMPMID-3097 Fuse activation with fully connected layer CL
Change-Id: I447030e69b9e565f2f81529a41af8c5e7ece7ecf Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2702 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/graph/mutators')
-rw-r--r--src/graph/mutators/NodeFusionMutator.cpp7
1 files changed, 6 insertions, 1 deletions
diff --git a/src/graph/mutators/NodeFusionMutator.cpp b/src/graph/mutators/NodeFusionMutator.cpp
index b7f081dc42..151a8bfa03 100644
--- a/src/graph/mutators/NodeFusionMutator.cpp
+++ b/src/graph/mutators/NodeFusionMutator.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2018-2019 ARM Limited.
+ * Copyright (c) 2018-2020 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -301,6 +301,10 @@ void NodeFusionMutator::mutate(Graph &g)
{
return true;
};
+ auto cl_target_prec = [](INode & n)
+ {
+ return n.assigned_target() == Target::CL;
+ };
auto qs8_prec = [&g](INode & n)
{
ARM_COMPUTE_ERROR_ON(n.output(0) == nullptr);
@@ -318,6 +322,7 @@ void NodeFusionMutator::mutate(Graph &g)
detail::fuse_layer<BatchNormalizationLayerNode, ActivationLayerNode>(g, empty_prec, detail::fuse_node_with_activation<BatchNormalizationLayerNode>, supported_fused_activations);
detail::fuse_layer<ConvolutionLayerNode, ActivationLayerNode>(g, empty_prec, detail::fuse_node_with_activation<ConvolutionLayerNode>, supported_fused_activations);
detail::fuse_layer<DepthwiseConvolutionLayerNode, ActivationLayerNode>(g, qs8_prec, detail::fuse_node_with_activation<DepthwiseConvolutionLayerNode>, supported_fused_activations);
+ detail::fuse_layer<FullyConnectedLayerNode, ActivationLayerNode>(g, cl_target_prec, detail::fuse_node_with_activation<FullyConnectedLayerNode>, supported_fused_activations);
detail::fuse_layer<ConvolutionLayerNode, BatchNormalizationLayerNode>(g, empty_prec, detail::fuse_convolution_with_batch_normalization);
detail::fuse_layer<DepthwiseConvolutionLayerNode, BatchNormalizationLayerNode>(g, empty_prec, detail::fuse_depthwise_convolution_with_batch_normalization);
}