chromium/third_party/tflite/src/tensorflow/lite/kernels/internal/reference/comparisons.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_COMPARISONS_H_
#define TENSORFLOW_LITE_KERNELS_INTERNAL_REFERENCE_COMPARISONS_H_

#include "tensorflow/lite/core/c/common.h"
#include "tensorflow/lite/kernels/internal/common.h"
#include "tensorflow/lite/kernels/internal/types.h"

namespace tflite {

namespace reference_ops {

template <typename T>
inline bool EqualFn(T lhs, T rhs) { … }

template <typename T>
inline bool NotEqualFn(T lhs, T rhs) { … }

template <typename T>
inline bool GreaterFn(T lhs, T rhs) { … }
template <typename T>
inline bool GreaterEqualFn(T lhs, T rhs) { … }
template <typename T>
inline bool LessFn(T lhs, T rhs) { … }
template <typename T>
inline bool LessEqualFn(T lhs, T rhs) { … }

ComparisonFn;

template <typename T, ComparisonFn<T> F>
inline void ComparisonImpl(
    const ComparisonParams& op_params, const RuntimeShape& input1_shape,
    const T* input1_data, const RuntimeShape& input2_shape,
    const T* input2_data, const RuntimeShape& output_shape, bool* output_data) { … }

template <ComparisonFn<float> F>
inline void Comparison(const ComparisonParams& op_params,
                       const RuntimeShape& input1_shape,
                       const float* input1_data,
                       const RuntimeShape& input2_shape,
                       const float* input2_data,
                       const RuntimeShape& output_shape, bool* output_data) { … }

template <typename T, ComparisonFn<int32_t> F>
inline void ComparisonWithScaling(
    const ComparisonParams& op_params, const RuntimeShape& input1_shape,
    const T* input1_data, const RuntimeShape& input2_shape,
    const T* input2_data, const RuntimeShape& output_shape, bool* output_data) { … }

struct BroadcastComparison4DSlowCommon { … };

TFLITE_NOINLINE
BroadcastComparison4DSlowCommon BroadcastComparison4DSlowPreprocess(
    const RuntimeShape& unextended_input1_shape,
    const RuntimeShape& unextended_input2_shape,
    const RuntimeShape& unextended_output_shape);

template <typename T, ComparisonFn<T> F>
inline void BroadcastComparison4DSlowImpl(
    const ComparisonParams& op_params,
    const RuntimeShape& unextended_input1_shape, const T* input1_data,
    const RuntimeShape& unextended_input2_shape, const T* input2_data,
    const RuntimeShape& unextended_output_shape, bool* output_data) { … }

template <ComparisonFn<float> F>
inline void BroadcastComparison4DSlow(const ComparisonParams& op_params,
                                      const RuntimeShape& input1_shape,
                                      const float* input1_data,
                                      const RuntimeShape& input2_shape,
                                      const float* input2_data,
                                      const RuntimeShape& output_shape,
                                      bool* output_data) { … }

template <typename T, ComparisonFn<int32_t> F>
inline void BroadcastComparison4DSlowWithScaling(
    const ComparisonParams& op_params,
    const RuntimeShape& unextended_input1_shape, const T* input1_data,
    const RuntimeShape& unextended_input2_shape, const T* input2_data,
    const RuntimeShape& unextended_output_shape, bool* output_data) { … }

#define TFLITE_COMPARISON_OP …
TFLITE_COMPARISON_OP
TFLITE_COMPARISON_OP
TFLITE_COMPARISON_OP
TFLITE_COMPARISON_OP
TFLITE_COMPARISON_OP
TFLITE_COMPARISON_OP
#undef TFLITE_COMPARISON_OP

}  // namespace reference_ops
}  // namespace tflite

#endif  // TENSORFLOW_LITE_KERNELS_INTERNAL_REFERENCE_COMPARISONS_H_