92 lines
4.9 KiB
ReStructuredText
92 lines
4.9 KiB
ReStructuredText
BatchToSpaceND
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=================
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将输入张量的 batch 维度按 block 因子分解并重排到空间维度，随后根据 ``crops`` 参数对输出空间范围进行裁剪。
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- 输入形状： ``[batch, height, width, channel]``
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- ``block_size``： ``[block_h, block_w]``
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- ``crops``： ``[top, bottom, left, right]``
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输入：
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- **input** - 输入数据地址。
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- **input_shape** - 输入形状，格式为 ``[batch, height, width, channel]``。
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- **block_size** - 分块因子，格式为 ``[block_h, block_w]``。
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- **crops** - 裁剪参数，格式为 ``[top, bottom, left, right]``。
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- **core_mask(int, 可选)** - 核掩码（仅适用于共享存储版本）。
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输出：
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- **output** - 输出数据地址。
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支持平台：
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``FT78NE``
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``MT7004``
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.. note::
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- FT78NE 支持的数据类型： fp32、fp64、cplx64、cplx128、int16、int8、int32。
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- MT7004 支持的数据类型： fp32、fp16、cplx64、int16、int32。
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**共享存储版本:**
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.. c:function:: void i8_batchtospacend_s(int8_t *input, int8_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void i16_batchtospacend_s(int16_t *input, int16_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void i32_batchtospacend_s(int32_t *input, int32_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void hp_batchtospacend_s(half *input, half *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void fp_batchtospacend_s(float *input, float *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void dp_batchtospacend_s(double *input, double *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void c64_batchtospacend_s(float *input, float *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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.. c:function:: void c128_batchtospacend_s(double *input, double *output, const int *input_shape, const int *block_size, const int *crops, int data_size, int core_mask)
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**C 调用示例：**
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.. code-block:: c
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:linenos:
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:emphasize-lines: 11
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// FT78NE 多核示例
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#include <stdio.h>
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int main(int argc, char *argv[]) {
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float *input = (float *)0xA0000000; // 多核版本：输入放在 DDR 地址 0xA0000000
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float *output = (float *)0xB0000000; // 多核版本：输出放在 DDR 地址 0xB0000000
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int input_shape[4] = {400, 2, 2, 3};
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int block_size[2] = {2, 2};
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int crops[4] = {0, 0, 0, 0};
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int core_mask = 0xff;
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fp_batchtospacend_s(input, output, input_shape, block_size, crops, sizeof(float), core_mask);
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return 0;
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}
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**私有存储版本:**
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.. c:function:: void i8_batchtospacend_p(int8_t *input, int8_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void i16_batchtospacend_p(int16_t *input, int16_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void i32_batchtospacend_p(int32_t *input, int32_t *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void hp_batchtospacend_p(half *input, half *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void fp_batchtospacend_p(float *input, float *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void dp_batchtospacend_p(double *input, double *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void c64_batchtospacend_p(float *input, float *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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.. c:function:: void c128_batchtospacend_p(double *input, double *output, const int *input_shape, const int *block_size, const int *crops, int data_size)
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**C 调用示例：**
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.. code-block:: c
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:linenos:
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:emphasize-lines: 10
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// FT78NE 单核示例
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#include <stdio.h>
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int main(int argc, char *argv[]) {
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float *input = (float *)0x10000000; // 单核版本：输入放在 L2 地址 0x10000000
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float *output = (float *)0x10010000; // 单核版本：输出放在 L2 地址 0x10010000
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int input_shape[4] = {400, 2, 2, 3};
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int block_size[2] = {2, 2};
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int crops[4] = {0, 0, 0, 0};
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fp_batchtospacend_p(input, output, input_shape, block_size, crops, sizeof(float));
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return 0;
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}
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