1 /* Copyright 2019 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 #ifndef TENSORFLOW_LITE_EXPERIMENTAL_RESOURCE_RESOURCE_VARIABLE_H_ 16 #define TENSORFLOW_LITE_EXPERIMENTAL_RESOURCE_RESOURCE_VARIABLE_H_ 17 18 #include "tensorflow/lite/c/common.h" 19 #include "tensorflow/lite/experimental/resource/resource_base.h" 20 21 namespace tflite { 22 namespace resource { 23 24 /// WARNING: Experimental interface, subject to change. 25 // A resource variable class. It's similar to TensorFlow Resource 26 // Variable, but it's identified with int32 ID in TFLite (instead of 27 // using Resource handle like TensorFlow). 28 class ResourceVariable : public ResourceBase { 29 public: 30 ResourceVariable(); 31 ResourceVariable(ResourceVariable&& other); 32 33 ResourceVariable(const ResourceVariable&) = delete; 34 ResourceVariable& operator=(const ResourceVariable&) = delete; 35 36 ~ResourceVariable() override; 37 38 // Assigns data from a tensor. Copies its type, shape and data over. 39 TfLiteStatus AssignFrom(const TfLiteTensor* tensor); 40 41 // Get the data tensor stored in the resource variable. 42 // Returns `nullptr` if the variable is never initialized by calling 43 // `AssignFrom`. GetTensor()44 TfLiteTensor* GetTensor() { return is_initialized_ ? &tensor_ : nullptr; } 45 46 // Returns true if this resource variable is initialized. IsInitialized()47 bool IsInitialized() override { return is_initialized_; } 48 GetMemoryUsage()49 size_t GetMemoryUsage() override { 50 return is_initialized_ ? tensor_.bytes : 0; 51 } 52 53 private: 54 // The tensor (and its buffer stored in `tensor_.data` is fully owned by 55 // the `ResourceVariable` object. 56 TfLiteTensor tensor_; 57 // True if `AssignFrom` function is every called. 58 // False if and only if `tensor_` is filled with zeros. 59 bool is_initialized_ = false; 60 }; 61 62 // Creates a resource variable, shared among all the subgraphs with the given 63 // resource id if there is an existing one. 64 // WARNING: Experimental interface, subject to change. 65 void CreateResourceVariableIfNotAvailable(ResourceMap* resources, 66 int resource_id); 67 68 // Returns the corresponding resource variable, or nullptr if none. 69 // WARNING: Experimental interface, subject to change. 70 ResourceVariable* GetResourceVariable(ResourceMap* resources, int resource_id); 71 72 // Returns true if 'tensor' points to a builtin resource. 73 // WARNING: Experimental interface, subject to change. 74 bool IsBuiltinResource(const TfLiteTensor* tensor); 75 76 } // namespace resource 77 } // namespace tflite 78 79 #endif // TENSORFLOW_LITE_EXPERIMENTAL_RESOURCE_RESOURCE_VARIABLE_H_ 80