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/*
* Copyright (c) 2021 Samsung Electronics Co., Ltd. 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 LUCI_INTERPRETER_PAL_CONV2D_H
#define LUCI_INTERPRETER_PAL_CONV2D_H
#include <tensorflow/lite/kernels/internal/reference/conv.h>
#include <tensorflow/lite/kernels/internal/reference/integer_ops/conv.h>
namespace luci_interpreter_pal
{
static inline void Conv(const tflite::ConvParams ¶ms, const tflite::RuntimeShape &input_shape,
const float *input_data, const tflite::RuntimeShape &filter_shape,
const float *filter_data, const tflite::RuntimeShape &bias_shape,
const float *bias_data, const tflite::RuntimeShape &output_shape,
float *output_data, const tflite::RuntimeShape &im2col_shape,
float *im2col_data)
{
(void)im2col_shape;
(void)im2col_data;
tflite::reference_ops::Conv(params, input_shape, input_data, filter_shape, filter_data,
bias_shape, bias_data, output_shape, output_data,
tflite::RuntimeShape(), nullptr);
}
static inline void Conv(const tflite::ConvParams ¶ms, const tflite::RuntimeShape &input_shape,
const uint8 *input_data, const tflite::RuntimeShape &filter_shape,
const uint8 *filter_data, const tflite::RuntimeShape &bias_shape,
const int32 *bias_data, const tflite::RuntimeShape &output_shape,
uint8 *output_data, const tflite::RuntimeShape &im2col_shape,
uint8 *im2col_data)
{
(void)im2col_shape;
(void)im2col_data;
tflite::reference_ops::Conv(params, input_shape, input_data, filter_shape, filter_data,
bias_shape, bias_data, output_shape, output_data, im2col_shape,
im2col_data, nullptr);
}
static inline void ConvPerChannel(const tflite::ConvParams ¶ms, const int32_t *mult,
const int32_t *shifts, const tflite::RuntimeShape &input_shape,
const int8 *input_data, const tflite::RuntimeShape &filter_shape,
const int8 *filter_data, const tflite::RuntimeShape &bias_shape,
const int32 *bias_data, const tflite::RuntimeShape &output_shape,
int8 *output_data, const tflite::RuntimeShape &im2col_shape,
int8 *im2col_data)
{
(void)im2col_shape;
(void)im2col_data;
tflite::reference_integer_ops::ConvPerChannel(params, mult, shifts, input_shape, input_data,
filter_shape, filter_data, bias_shape, bias_data,
output_shape, output_data);
}
} // namespace luci_interpreter_pal
#endif // LUCI_INTERPRETER_PAL_CONV2D_H
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