mindspore2022/mindspore/lite/nnacl/split.c

60 lines
1.9 KiB
C

/**
* Copyright 2019 Huawei Technologies Co., Ltd
*
* 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.
*/
#include "nnacl/split.h"
#include "nnacl/split_parameter.h"
#include <string.h>
#include "nnacl/errorcode.h"
int DoSplit(float *in_data, float **out_data, const int *input_shape, int offset, int num_unit,
SplitParameter *split_param) {
if (in_data == NULL || out_data == NULL) {
return NNACL_ERR;
}
int num_split = split_param->num_split_;
int *split_sizes = split_param->split_sizes_;
int *strides = split_param->strides_;
int split_dim = split_param->split_dim_;
int in_stride = strides[split_dim];
float *src;
int size_float = (int)(sizeof(float));
int in_stride_bytes = in_stride * size_float;
int split_which;
int split_times;
int stride_per_split = in_stride * input_shape[split_dim];
split_which = offset % num_split;
split_times = offset / num_split;
src = in_data + split_times * stride_per_split;
for (int i = 0; i < split_which; i++) {
src += split_sizes[i] * in_stride;
}
for (int i = offset; i < offset + num_unit; i++) {
split_which = i % num_split;
split_times = i / num_split;
int split_size = split_sizes[split_which];
float *dst = out_data[split_which] + split_times * in_stride * split_size;
(void)memcpy(dst, src, split_size * in_stride_bytes);
src += split_size * in_stride;
}
return NNACL_OK;
}