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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-08-15 12:14:46 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
commit | 2a2db590fd179dcb8e1a575293cd2b887e2dc246 (patch) | |
tree | 5e10da7cb6777f3020b84a2389b279ceef2be5ee /src/graph/mutators/NodeExecutionMethodMutator.cpp | |
parent | c1961b51df2e15a01a5950139e81bbd47fbfa627 (diff) | |
download | ComputeLibrary-2a2db590fd179dcb8e1a575293cd2b887e2dc246.tar.gz |
COMPMID-1505: Add native grouping support at graph level
Change-Id: Iedc91b0aee743b59af5140c8acb8124548da3163
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144362
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
Diffstat (limited to 'src/graph/mutators/NodeExecutionMethodMutator.cpp')
-rw-r--r-- | src/graph/mutators/NodeExecutionMethodMutator.cpp | 97 |
1 files changed, 97 insertions, 0 deletions
diff --git a/src/graph/mutators/NodeExecutionMethodMutator.cpp b/src/graph/mutators/NodeExecutionMethodMutator.cpp new file mode 100644 index 0000000000..896bf0742c --- /dev/null +++ b/src/graph/mutators/NodeExecutionMethodMutator.cpp @@ -0,0 +1,97 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/graph/mutators/NodeExecutionMethodMutator.h" + +#include "arm_compute/graph/Graph.h" +#include "arm_compute/graph/Logger.h" +#include "arm_compute/graph/Utils.h" +#include "arm_compute/graph/backends/BackendRegistry.h" +#include "arm_compute/graph/nodes/Nodes.h" + +#include "arm_compute/core/utils/misc/Cast.h" + +namespace arm_compute +{ +namespace graph +{ +namespace +{ +/** Runs a default setter function on a given types of nodes + * + * @tparam Setter Setter function to run + * + * @param[in, out] g Graph to extract the nodes from + * @param[in] node_type Node type + * @param[in] setter Setter function + */ +template <typename Setter> +void set_default_on_invalid_method(Graph &g, NodeType node_type, Setter &&setter) +{ + const std::vector<NodeID> &node_ids = g.nodes(node_type); + for(auto &node_id : node_ids) + { + INode *node = g.node(node_id); + if(node != nullptr) + { + // Validate node + backends::IDeviceBackend *backend = backends::BackendRegistry::get().find_backend(node->assigned_target()); + Status status = backend->validate_node(*node); + + // Set default execution method in case of failure + if(!bool(status)) + { + setter(node); + } + } + } +} +} // namespace + +const char *NodeExecutionMethodMutator::name() +{ + return "NodeExecutionMethodMutator"; +} + +void NodeExecutionMethodMutator::mutate(Graph &g) +{ + // Convolution Layer + set_default_on_invalid_method(g, NodeType::ConvolutionLayer, [](INode * n) + { + ARM_COMPUTE_LOG_GRAPH_INFO("Switched ConvolutionLayer method of node with ID : " + << n->id() << " and Name: " << n->name() << std::endl); + auto *casted_node = arm_compute::utils::cast::polymorphic_downcast<ConvolutionLayerNode *>(n); + casted_node->set_convolution_method(ConvolutionMethod::Default); + }); + + // Depthwise Convolution Layer + set_default_on_invalid_method(g, NodeType::DepthwiseConvolutionLayer, [](INode * n) + { + ARM_COMPUTE_LOG_GRAPH_INFO("Switched Depthwise ConvolutionLayer method of node with ID : " + << n->id() << " and Name: " << n->name() << std::endl); + auto *casted_node = arm_compute::utils::cast::polymorphic_downcast<DepthwiseConvolutionLayerNode *>(n); + casted_node->set_depthwise_convolution_method(DepthwiseConvolutionMethod::Default); + }); +} +} // namespace graph +} // namespace arm_compute |