chromium/third_party/tflite/src/tensorflow/lite/kernels/internal/reference/pooling.h

/* Copyright 2019 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_INTERNAL_REFERENCE_POOLING_H_
#define TENSORFLOW_LITE_KERNELS_INTERNAL_REFERENCE_POOLING_H_

#include <algorithm>

#include "tensorflow/lite/kernels/internal/common.h"
#include "tensorflow/lite/kernels/internal/cppmath.h"
#include "tensorflow/lite/kernels/internal/quantization_util.h"
#include "tensorflow/lite/kernels/internal/types.h"

namespace tflite {
namespace reference_ops {

inline bool AveragePool(const PoolParams& params,
                        const RuntimeShape& input_shape,
                        const float* input_data,
                        const RuntimeShape& output_shape, float* output_data) { … }

inline bool AveragePool(const PoolParams& params,
                        const RuntimeShape& input_shape,
                        const uint8_t* input_data,
                        const RuntimeShape& output_shape,
                        uint8_t* output_data) { … }

inline void L2Pool(const PoolParams& params, const RuntimeShape& input_shape,
                   const float* input_data, const RuntimeShape& output_shape,
                   float* output_data) { … }

inline void MaxPool(const PoolParams& params, const RuntimeShape& input_shape,
                    const float* input_data, const RuntimeShape& output_shape,
                    float* output_data) { … }

inline void MaxPool(const PoolParams& params, const RuntimeShape& input_shape,
                    const uint8_t* input_data, const RuntimeShape& output_shape,
                    uint8_t* output_data) { … }
}  // namespace reference_ops
}  // namespace tflite

#endif  // TENSORFLOW_LITE_KERNELS_INTERNAL_REFERENCE_POOLING_H_