Georgios Pinitas | 2a2db59 | 2018-08-15 12:14:46 +0100 | [diff] [blame] | 1 | /* |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 Arm Limited. |
Georgios Pinitas | 2a2db59 | 2018-08-15 12:14:46 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/graph/mutators/NodeExecutionMethodMutator.h" |
| 25 | |
| 26 | #include "arm_compute/graph/Graph.h" |
| 27 | #include "arm_compute/graph/Logger.h" |
| 28 | #include "arm_compute/graph/Utils.h" |
| 29 | #include "arm_compute/graph/backends/BackendRegistry.h" |
| 30 | #include "arm_compute/graph/nodes/Nodes.h" |
| 31 | |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 32 | #include "support/Cast.h" |
Georgios Pinitas | 2a2db59 | 2018-08-15 12:14:46 +0100 | [diff] [blame] | 33 | |
| 34 | namespace arm_compute |
| 35 | { |
| 36 | namespace graph |
| 37 | { |
| 38 | namespace |
| 39 | { |
| 40 | /** Runs a default setter function on a given types of nodes |
| 41 | * |
| 42 | * @tparam Setter Setter function to run |
| 43 | * |
| 44 | * @param[in, out] g Graph to extract the nodes from |
| 45 | * @param[in] node_type Node type |
| 46 | * @param[in] setter Setter function |
| 47 | */ |
| 48 | template <typename Setter> |
| 49 | void set_default_on_invalid_method(Graph &g, NodeType node_type, Setter &&setter) |
| 50 | { |
| 51 | const std::vector<NodeID> &node_ids = g.nodes(node_type); |
| 52 | for(auto &node_id : node_ids) |
| 53 | { |
| 54 | INode *node = g.node(node_id); |
| 55 | if(node != nullptr) |
| 56 | { |
| 57 | // Validate node |
Anthony Barbier | 890ad1b | 2018-08-22 13:44:36 +0100 | [diff] [blame] | 58 | backends::IDeviceBackend &backend = backends::BackendRegistry::get().get_backend(node->assigned_target()); |
| 59 | Status status = backend.validate_node(*node); |
Georgios Pinitas | 2a2db59 | 2018-08-15 12:14:46 +0100 | [diff] [blame] | 60 | |
| 61 | // Set default execution method in case of failure |
| 62 | if(!bool(status)) |
| 63 | { |
| 64 | setter(node); |
| 65 | } |
| 66 | } |
| 67 | } |
| 68 | } |
| 69 | } // namespace |
| 70 | |
| 71 | const char *NodeExecutionMethodMutator::name() |
| 72 | { |
| 73 | return "NodeExecutionMethodMutator"; |
| 74 | } |
| 75 | |
Georgios Pinitas | f4261ad | 2019-12-02 11:58:19 +0000 | [diff] [blame] | 76 | IGraphMutator::MutationType NodeExecutionMethodMutator::type() const |
| 77 | { |
| 78 | return IGraphMutator::MutationType::Backend; |
| 79 | } |
| 80 | |
Georgios Pinitas | 2a2db59 | 2018-08-15 12:14:46 +0100 | [diff] [blame] | 81 | void NodeExecutionMethodMutator::mutate(Graph &g) |
| 82 | { |
| 83 | // Convolution Layer |
| 84 | set_default_on_invalid_method(g, NodeType::ConvolutionLayer, [](INode * n) |
| 85 | { |
| 86 | ARM_COMPUTE_LOG_GRAPH_INFO("Switched ConvolutionLayer method of node with ID : " |
| 87 | << n->id() << " and Name: " << n->name() << std::endl); |
| 88 | auto *casted_node = arm_compute::utils::cast::polymorphic_downcast<ConvolutionLayerNode *>(n); |
| 89 | casted_node->set_convolution_method(ConvolutionMethod::Default); |
| 90 | }); |
| 91 | |
| 92 | // Depthwise Convolution Layer |
| 93 | set_default_on_invalid_method(g, NodeType::DepthwiseConvolutionLayer, [](INode * n) |
| 94 | { |
| 95 | ARM_COMPUTE_LOG_GRAPH_INFO("Switched Depthwise ConvolutionLayer method of node with ID : " |
| 96 | << n->id() << " and Name: " << n->name() << std::endl); |
| 97 | auto *casted_node = arm_compute::utils::cast::polymorphic_downcast<DepthwiseConvolutionLayerNode *>(n); |
| 98 | casted_node->set_depthwise_convolution_method(DepthwiseConvolutionMethod::Default); |
| 99 | }); |
| 100 | } |
| 101 | } // namespace graph |
| 102 | } // namespace arm_compute |