LessEqual

逐元素计算第一个输入 (Input0) 的元素是否小于等于第二个输入 (Input1) 的对应元素。该算子支持广播机制。

\[\begin{split}output_i = \begin{cases} \text{True}, & \text{if } Input0_0 <= Input1_i \text{ (Input0 is broadcasted)} \\ \text{True}, & \text{if } Input0_i <= Input1_0 \text{ (Input1 is broadcasted)} \\ \text{True}, & \text{if } Input0_i <= Input1_i \text{ (No broadcast)} \\ \text{False}, & \text{otherwise} \end{cases}\end{split}\]
输入：

  • Input0 - 第一个输入数据地址。

  • Input1 - 第二个输入数据地址。

  • params - 其他参数打包成数组：

    • input0_dims - input0 的维度。

    • input1_dims - input1的维度。

    • output_dims - output的维度。

    • strides0 - Input0 的步长，大小为8*sizeof(int)

    • strides1 - Input1 的步长，大小为8*sizeof(int)

    • strides_output - Output 的步长，大小为8*sizeof(int)

    • num_dims - 维度数量。

  • core_mask - 核掩码（仅共享存储版本需要）。

输出：

  • Output - 计算结果地址。

支持平台：

FT78NE MT7004

备注

  • FT78NE 支持int8, int16, int32, fp32, fp64

  • MT7004 支持fp16, fp32, int16, int32

共享存储版本:

void i8_less_equal_s(int8_t *Input0, int8_t *Input1, bool *output, long long *params, int core_mask)
void i16_less_equal_s(int16_t *Input0, int16_t *Input1, bool *output, long long *params, int core_mask)
void i32_less_equal_s(int32_t *Input0, int32_t *Input1, bool *output, long long *params, int core_mask)
void hp_less_equal_s(half *Input0, half *Input1, bool *output, long long *params, int core_mask)
void fp_less_equal_s(float *Input0, float *Input1, bool *output, long long *params, int core_mask)
void dp_less_equal_s(double *Input0, double *Input1, bool *output, long long *params, int core_mask)

C调用示例：

 1//FT78NE示例
 2#include <stdio.h>
 3#include <less.h> // 假设头文件名为 less.h
 4int main(int argc, char* argv[]) {
 5    float *input0 = (float *)0x81000000;
 6    float *input1 = (float *)0x82000000;
 7    bool *output = (bool *)0x83000000;
 8    int *strides0 = (int*)0x84000000;
 9    int *strides1 = (int*)0x85000000;
10    int *strides_output = (int*)0x86000000;
11
12    int i = 0;
13
14    srand(seed++);
15
16    float f_min = -100.0;
17    float f_max = 100.0;
18
19    // same shape
20    int input0_dims[] = {4, 8, 17};  // 2x2
21    int input1_dims[] = {4, 8, 17};  // 2x2
22    int output_dims[] = {4, 8, 17};      // 2x2
23    int num_dims = 3;
24
25    unsigned long long params[9];
26    params[0] = (unsigned long long)input0_dims;
27    params[1] = (unsigned long long)input1_dims;
28    params[2] = (unsigned long long)output_dims;
29    params[3] = (unsigned long long)strides0;
30    params[4] = (unsigned long long)strides1;
31    params[5] = (unsigned long long)strides_output;
32    params[6] = (unsigned long long)num_dims;
33
34    int total_input0 = get_total_elements(num_dims, input0_dims);
35    int total_input1 = get_total_elements(num_dims, input1_dims);
36    int total_output = get_total_elements(num_dims, output_dims);
37
38    for(i = 0;i < total_input0;++i) {
39        input0[i] = f_min + ((float)rand() / (float)RAND_MAX) * (f_max - f_min);
40    }
41
42    for(i = 0;i < total_input1;++i) {
43        input1[i] = f_min + ((float)rand() / (float)RAND_MAX) * (f_max - f_min);
44    }
45    int core_mask = 0b1111;
46    fp_less_equal_s(input0, input1, output, params, core_mask);//调用汇编
47    return 0;
48}

私有存储版本:

void i8_less_equal_p(int8_t *Input0, int8_t *Input1, bool *output, long long *params)
void i16_less_equal_p(int16_t *Input0, int16_t *Input1, bool *output, long long *params)
void i32_less_equal_p(int32_t *Input0, int32_t *Input1, bool *output, long long *params)
void hp_less_equal_p(half *Input0, half *Input1, bool *output, long long *params)
void fp_less_equal_p(float *Input0, float *Input1, bool *output, long long *params)
void dp_less_equal_p(double *Input0, double *Input1, bool *output, long long *params)

C调用示例：

 1//FT78NE示例
 2#include <stdio.h>
 3#include <less.h> // 假设头文件名为 less.h
 4int main(int argc, char* argv[]) {
 5    float *input0 = (float *)0x10010000;
 6    float *input1 = (float *)0x10020000;
 7    bool *output = (bool *)0x10030000;
 8    int *strides0 = (int*)0x10050000;
 9    int *strides1 = (int*)0x10060000;
10    int *strides_output = (int*)0x10070000;
11
12    int i = 0;
13
14    srand(seed++);
15
16    float f_min = -100.0;
17    float f_max = 100.0;
18
19    // same shape
20    int input0_dims[] = {4, 8, 17};  // 2x2
21    int input1_dims[] = {4, 8, 17};  // 2x2
22    int output_dims[] = {4, 8, 17};      // 2x2
23    int num_dims = 3;
24
25    unsigned long long params[9];
26    params[0] = (unsigned long long)input0_dims;
27    params[1] = (unsigned long long)input1_dims;
28    params[2] = (unsigned long long)output_dims;
29    params[3] = (unsigned long long)strides0;
30    params[4] = (unsigned long long)strides1;
31    params[5] = (unsigned long long)strides_output;
32    params[6] = (unsigned long long)num_dims;
33
34    int total_input0 = get_total_elements(num_dims, input0_dims);
35    int total_input1 = get_total_elements(num_dims, input1_dims);
36    int total_output = get_total_elements(num_dims, output_dims);
37
38    for(i = 0;i < total_input0;++i) {
39        input0[i] = f_min + ((float)rand() / (float)RAND_MAX) * (f_max - f_min);
40    }
41
42    for(i = 0;i < total_input1;++i) {
43        input1[i] = f_min + ((float)rand() / (float)RAND_MAX) * (f_max - f_min);
44    }
45
46    fp_less_equal_p(input0, input1, output, params);//调用汇编
47    return 0;
48}