/* Copyright 2023 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_ARRAY_H_ #define TENSORFLOW_LITE_ARRAY_H_ #include #include #include #include #include #include "tensorflow/lite/core/c/common.h" namespace tflite { /// TfLite*Array helpers namespace array_internal { // Function object used as a deleter for unique_ptr holding TFLite*Array // objects. struct TfLiteArrayDeleter { void operator()(TfLiteIntArray* a); void operator()(TfLiteFloatArray* a); }; // Maps T to the corresponding TfLiteArray type. template struct TfLiteArrayInfo; template <> struct TfLiteArrayInfo { using Type = TfLiteIntArray; }; template <> struct TfLiteArrayInfo { using Type = TfLiteFloatArray; }; } // namespace array_internal template using TfLiteArrayUniquePtr = std::unique_ptr::Type, array_internal::TfLiteArrayDeleter>; // `unique_ptr` wrapper for `TfLiteIntArray`s. using IntArrayUniquePtr = TfLiteArrayUniquePtr; // `unique_ptr` wrapper for `TfLiteFloatArray`s. using FloatArrayUniquePtr = TfLiteArrayUniquePtr; // Allocates a TfLiteArray of given size using malloc. // // This builds an int array by default as this is the overwhelming part of the // use cases. template TfLiteArrayUniquePtr BuildTfLiteArray(int size); #ifndef TF_LITE_STATIC_MEMORY // Allocates a TfLiteIntArray of given size using malloc. template <> inline IntArrayUniquePtr BuildTfLiteArray(const int size) { return IntArrayUniquePtr(TfLiteIntArrayCreate(size)); } // Allocates a TfLiteFloatArray of given size using malloc. template <> inline FloatArrayUniquePtr BuildTfLiteArray(const int size) { return FloatArrayUniquePtr(TfLiteFloatArrayCreate(size)); } #endif // TF_LITE_STATIC_MEMORY // Allocates a TFLiteArray of given size and initializes it with the given // values. // // `values` is expected to holds `size` elements. // // If T is explicitely specified and the type of values is not the same as T, // then a static_cast is performed. template ::value, U, T>> TfLiteArrayUniquePtr BuildTfLiteArray(const int size, const U* const values) { TfLiteArrayUniquePtr array = BuildTfLiteArray(size); // If size is 0, the array pointer may be null. if (array && values) { if (std::is_same::value) { memcpy(array->data, values, size * sizeof(Type)); } else { for (int i = 0; i < size; ++i) { array->data[i] = static_cast(values[i]); } } } return array; } // Allocates a TFLiteArray and initializes it with the given array. // // `values` is expected to holds `size` elements. template TfLiteArrayUniquePtr BuildTfLiteArray(const T (&values)[N]) { return BuildTfLiteArray(static_cast(N), values); } // Allocates a TFLiteArray and initializes it with the given values. // // This uses SFINAE to only be picked up by for types that implement `data()` // and `size()` member functions. We cannot reuse detection facilities provided // by Abseil in this code. // // To conform with the other overloads, we allow specifying the type of the // array as well as deducing it from the container. template < class T = void, class Container, class ElementType = std::decay_t().data())>, class SizeType = std::decay_t().size())>, class Type = std::conditional_t::value, ElementType, T>> TfLiteArrayUniquePtr BuildTfLiteArray(const Container& values) { return BuildTfLiteArray(static_cast(values.size()), values.data()); } // Allocates a TFLiteArray and initializes it with the given values. template TfLiteArrayUniquePtr BuildTfLiteArray( const std::initializer_list& values) { return BuildTfLiteArray(static_cast(values.size()), values.begin()); } // Allocates a TFLiteArray and initializes it with the given array. inline IntArrayUniquePtr BuildTfLiteArray(const TfLiteIntArray& other) { return BuildTfLiteArray(other.size, other.data); } // Allocates a TFLiteArray and initializes it with the given array. inline FloatArrayUniquePtr BuildTfLiteArray(const TfLiteFloatArray& other) { return BuildTfLiteArray(other.size, other.data); } } // namespace tflite #endif // TENSORFLOW_LITE_ARRAY_H_