| /* Copyright 2021 The TensorFlow Authors. All Rights Reserved. |
| |
| Licensed under the Apache License, Version 2.0 (the "License"); |
| you may not use this file except in compliance with the License. |
| You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, software |
| distributed under the License is distributed on an "AS IS" BASIS, |
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| See the License for the specific language governing permissions and |
| limitations under the License. |
| ==============================================================================*/ |
| #ifndef TENSORFLOW_LITE_SIMPLE_PLANNER_H_ |
| #define TENSORFLOW_LITE_SIMPLE_PLANNER_H_ |
| |
| #include <cassert> |
| #include <cstdint> |
| #include <memory> |
| #include <vector> |
| |
| #include "tensorflow/lite/core/c/common.h" |
| #include "tensorflow/lite/graph_info.h" |
| #include "tensorflow/lite/memory_planner.h" |
| #include "tensorflow/lite/util.h" |
| |
| namespace tflite { |
| |
| // A structure to keep heap allocation records. This structure is used by |
| // SimplePlanner::allocs_. |
| struct SimpleAlloc { |
| SimpleAlloc() { reset(); } |
| |
| // Size of allocation. |
| size_t size; |
| // The index of the node that first needs to use this tensor. |
| int32_t node; |
| // Allocated heap memory address of allocation. |
| char* ptr; |
| |
| // Reset member variables. |
| inline void reset() { |
| size = 0; |
| node = 0; |
| ptr = nullptr; |
| } |
| |
| // Allocate heap memory for a tensor with the given size and first_node |
| // information. |
| inline bool alloc(size_t new_size, int32_t new_first_node) { |
| if (new_size == 0) { |
| return false; |
| } |
| size = new_size; |
| node = new_first_node; |
| assert(ptr == nullptr); |
| ptr = static_cast<char*>(malloc(new_size)); |
| return true; |
| } |
| |
| // Free allocated heap memory and reset member variables. |
| inline void free() { |
| if (ptr) { |
| ::free(ptr); |
| } |
| reset(); |
| } |
| }; |
| |
| // A memory planner that makes all the allocations using malloc()/free(). |
| // |
| // This is simple implementation of MemoryPlanner which uses malloc()/free() |
| // instead of memory areana. This planner is designed for AddressSanitizer. |
| class SimplePlanner : public MemoryPlanner { |
| public: |
| // Ownership of 'context' is not taken and it must remain util the |
| // ArenaPlanner is destroyed. The inputs to the graph will not share |
| // memory with any other tensor, effectively preserving them until the end |
| // of inference. |
| SimplePlanner(TfLiteContext* context, std::unique_ptr<GraphInfo> graph_info); |
| ~SimplePlanner() override; |
| SimplePlanner(const SimplePlanner&) = delete; |
| SimplePlanner& operator=(const SimplePlanner&) = delete; |
| |
| TfLiteStatus ResetAllocations() override; |
| TfLiteStatus ResetAllocationsAfter(int node) override; |
| TfLiteStatus PlanAllocations() override; |
| TfLiteStatus ExecuteAllocations(int first_node, int last_node) override; |
| TfLiteStatus ReleaseNonPersistentMemory() override; |
| TfLiteStatus AcquireNonPersistentMemory() override; |
| bool HasNonPersistentMemory() override { return true; }; |
| void DumpDebugInfo(const std::vector<int>& execution_plan) const override{}; |
| void GetAllocInfo(size_t* arena_size, |
| size_t* arena_persist_size) const override{}; |
| |
| private: |
| // Free all the all allocations. |
| void FreeAllAllocations(); |
| |
| // Assign absolute memory location to a tensor. |
| TfLiteStatus ResolveTensorAllocation(int tensor_index); |
| |
| TfLiteContext* context_; |
| std::unique_ptr<GraphInfo> graph_info_; |
| |
| // Stores allocation data for all tensors. |
| std::vector<SimpleAlloc> allocs_; |
| |
| // First node, that uses the tensor. It needs to be allocated before |
| // execution of the node's operation. |
| std::vector<int32_t> alloc_node_; |
| |
| // Last node, that uses the tensor. It can be deallocated after execution of |
| // the node's operation. |
| std::vector<int32_t> dealloc_node_; |
| }; |
| |
| } // namespace tflite |
| |
| #endif // TENSORFLOW_LITE_SIMPLE_PLANNER_H_ |