Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +0100 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 45fbf9f | 2021-08-13 12:07:59 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019, 2021 Arm Limited. |
Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +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/runtime/IWeightsManager.h" |
| 25 | |
| 26 | namespace arm_compute |
| 27 | { |
| 28 | IWeightsManager::IWeightsManager() |
Georgios Pinitas | 45fbf9f | 2021-08-13 12:07:59 +0100 | [diff] [blame] | 29 | : _managed_weights(), _managed_counter(), _managed_weights_parents() |
Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +0100 | [diff] [blame] | 30 | { |
| 31 | } |
| 32 | |
| 33 | void IWeightsManager::manage(const ITensor *weights, ITransformWeights *parent) |
| 34 | { |
| 35 | if(!are_weights_managed(weights)) |
| 36 | { |
| 37 | _managed_weights[weights]; |
Georgios Pinitas | 45fbf9f | 2021-08-13 12:07:59 +0100 | [diff] [blame] | 38 | _managed_counter[weights]; |
| 39 | } |
| 40 | else |
| 41 | { |
| 42 | _managed_counter[weights].counter++; |
Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +0100 | [diff] [blame] | 43 | } |
| 44 | |
| 45 | // In case the weights are an output of a previous reshape function |
| 46 | // store the parent's link |
| 47 | if(parent != nullptr) |
| 48 | { |
| 49 | if(_managed_weights_parents.find(weights) == _managed_weights_parents.end()) |
| 50 | { |
| 51 | _managed_weights_parents[weights] = parent; |
| 52 | } |
| 53 | } |
| 54 | } |
| 55 | |
| 56 | ITensor *IWeightsManager::run(const ITensor *weights, ITransformWeights *weights_transform) |
| 57 | { |
| 58 | ARM_COMPUTE_ERROR_ON_MSG(!are_weights_managed(weights), "Cannot run function. Weights are not managed"); |
| 59 | |
| 60 | // Find if I have the same weights with weights transform. If I do, don't run the reshape |
| 61 | auto item = _managed_weights.find(weights); |
| 62 | bool perform_run{ true }; |
| 63 | ITensor *weights_tensor{ nullptr }; |
| 64 | |
| 65 | // Check if I already have the requested transform and I have run the reshape function |
| 66 | for(auto it : item->second) |
| 67 | { |
| 68 | if(it->is_reshape_run() && (it->uid() == weights_transform->uid())) |
| 69 | { |
| 70 | weights_tensor = it->get_weights(); |
| 71 | perform_run = false; |
| 72 | break; |
| 73 | } |
| 74 | } |
| 75 | |
| 76 | if(perform_run) |
| 77 | { |
| 78 | weights_transform->run(); |
| 79 | weights_tensor = weights_transform->get_weights(); |
| 80 | } |
| 81 | |
| 82 | // Check if we can release memory from parent |
| 83 | auto parent_item = _managed_weights_parents.find(weights); |
| 84 | if(parent_item != _managed_weights_parents.end()) |
| 85 | { |
| 86 | int32_t refcount = parent_item->second->decrease_refcount(); |
| 87 | if(refcount == 0) |
| 88 | { |
| 89 | parent_item->second->release(); |
| 90 | } |
| 91 | } |
| 92 | |
Michalis Spyrou | 20c2b50 | 2019-10-01 15:39:42 +0100 | [diff] [blame] | 93 | // Check top level weights. If all the transformations are done |
| 94 | // mark the weights as unused |
| 95 | if(_managed_weights_parents.find(weights) == _managed_weights_parents.end()) |
| 96 | { |
| 97 | auto item = _managed_weights.find(weights); |
| 98 | bool mark_as_unused = true; |
| 99 | for(auto it : item->second) |
| 100 | { |
| 101 | if(!it->is_reshape_run()) |
| 102 | { |
| 103 | mark_as_unused = false; |
| 104 | break; |
| 105 | } |
| 106 | } |
| 107 | |
| 108 | if(mark_as_unused) |
| 109 | { |
| 110 | weights->mark_as_unused(); |
| 111 | } |
| 112 | } |
| 113 | |
Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +0100 | [diff] [blame] | 114 | return weights_tensor; |
| 115 | } |
| 116 | |
| 117 | bool IWeightsManager::are_weights_managed(const ITensor *weights) |
| 118 | { |
| 119 | return (_managed_weights.find(weights) != _managed_weights.end()); |
| 120 | } |
| 121 | |
| 122 | ITensor *IWeightsManager::acquire(const ITensor *weights, ITransformWeights *weights_transform) |
| 123 | { |
| 124 | ARM_COMPUTE_ERROR_ON_MSG(!are_weights_managed(weights), "Cannot acquire weights. Weights are not managed"); |
| 125 | |
| 126 | ITensor *transformed_weights{ nullptr }; |
| 127 | auto item = _managed_weights.find(weights); |
| 128 | |
| 129 | // Check if I already have the requested transform. If I do, |
| 130 | // increase the refcount of the transformed weights object and |
| 131 | // reuse the tensor |
| 132 | for(auto it : item->second) |
| 133 | { |
| 134 | if(it->uid() == weights_transform->uid()) |
| 135 | { |
| 136 | transformed_weights = it->get_weights(); |
| 137 | it->increase_refcount(); |
| 138 | break; |
| 139 | } |
| 140 | } |
| 141 | |
| 142 | if(transformed_weights == nullptr) |
| 143 | { |
| 144 | transformed_weights = weights_transform->get_weights(); |
| 145 | weights_transform->increase_refcount(); |
| 146 | item->second.emplace_back(weights_transform); |
| 147 | } |
| 148 | |
| 149 | // Manage the weights and store link to the parent node |
| 150 | manage(transformed_weights, weights_transform); |
| 151 | |
| 152 | return transformed_weights; |
| 153 | } |
Georgios Pinitas | 45fbf9f | 2021-08-13 12:07:59 +0100 | [diff] [blame] | 154 | |
| 155 | void IWeightsManager::release(const ITensor *weights) |
| 156 | { |
| 157 | if(weights == nullptr || !are_weights_managed(weights)) |
| 158 | { |
| 159 | return; |
| 160 | } |
| 161 | |
| 162 | _managed_counter[weights].counter--; |
| 163 | if(_managed_counter[weights].counter == 0 && _managed_counter[weights].is_unused) |
| 164 | { |
| 165 | weights->mark_as_unused(); |
| 166 | } |
| 167 | } |
| 168 | |
Giorgio Arena | 73df931 | 2021-08-16 12:29:27 +0100 | [diff] [blame] | 169 | void IWeightsManager::pre_mark_as_unused(const ITensor *weights) |
Georgios Pinitas | 45fbf9f | 2021-08-13 12:07:59 +0100 | [diff] [blame] | 170 | { |
| 171 | if(weights == nullptr || !are_weights_managed(weights)) |
| 172 | { |
| 173 | return; |
| 174 | } |
| 175 | |
| 176 | _managed_counter[weights].is_unused = true; |
| 177 | } |
Michalis Spyrou | 1a569a3 | 2019-09-10 17:20:34 +0100 | [diff] [blame] | 178 | } // namespace arm_compute |