control_flow_common.h | Explore in Territory

/* 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_KERNELS_CONTROL_FLOW_COMMON_H_
#define TENSORFLOW_LITE_KERNELS_CONTROL_FLOW_COMMON_H_

#include <vector>

#include "tensorflow/lite/core/c/common.h"
#include "tensorflow/lite/core/subgraph.h"
#include "tensorflow/lite/kernels/kernel_util.h"
#include "tensorflow/lite/util.h"

namespace tflite {
namespace ops {
namespace builtin {
// Propagate tensor shapes and types from `src_tensor_indices` in `src_subgraph`
// to `dst_tensor_indices` in `dst_subgraph`.
//
// When `resize_subgraph_inputs` is true, the function calls subgraphs's
// `ResizeInputTensor` function, and it may trigger the memory planner to
// reallocate memory.
// When `resize_subgraph_inputs` is false, it implies `context` belongs to
// `dst_subgraph`. The function calls `context->ResizeTensor`. This happens
// when resizing `While` op's outputs.
template <typename SrcVector, typename DstVector>
TfLiteStatus CopyTensorsShapeAndType(TfLiteContext* context,
                                     Subgraph* src_subgraph,
                                     const SrcVector& src_tensor_indices,
                                     Subgraph* dst_subgraph,
                                     const DstVector& dst_tensor_indices,
                                     bool resize_subgraph_inputs) { … }

// Copy the tensors data from tensors `src_tensor_indices` in `src_subgraph`
// to `dst_tensor_indices` in `dst_subgraph`.
template <typename SrcVector, typename DstVector>
TfLiteStatus CopyTensorsData(TfLiteContext* context, Subgraph* src_subgraph,
                             const SrcVector& src_tensor_indices,
                             Subgraph* dst_subgraph,
                             const DstVector& dst_tensor_indices) { … }

// Propagate tensor shapes and types from `src_tensor_indices` in `src_subgraph`
// to `dst_tensor_indices` in `dst_subgraph` and copy data deeply.
template <typename SrcVector, typename DstVector>
TfLiteStatus DeepCopyTensorsShapeTypeData(
    TfLiteContext* context, TfLiteNode* node, Subgraph* src_subgraph,
    const SrcVector& src_tensor_indices, Subgraph* dst_subgraph,
    const DstVector& dst_tensor_indices, bool body_has_dynamic_output_tensors) { … }

template <typename SrcVector, typename DstVector>
TfLiteStatus DeepOrShallowCopyTensorsShapeTypeData(
    TfLiteContext* context, TfLiteNode* node, Subgraph* src_subgraph,
    const SrcVector& src_tensor_indices, Subgraph* dst_subgraph,
    const DstVector& dst_tensor_indices) { … }

// Returns the subgraph input tensor index if the given output is also an input.
// Otherwise returns -1.
int OutputIsInput(int output_idx, const std::vector<int>& subgraph_inputs);

}  // namespace builtin
}  // namespace ops
}  // namespace tflite

#endif  // TENSORFLOW_LITE_KERNELS_CONTROL_FLOW_COMMON_H_
chromium/third_party/tflite/src/tensorflow/lite/kernels/control_flow_common.h
