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[feat][nmsis] add nmsis component and nn,dsp demo

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jzlv 2021-09-26 13:38:51 +08:00
parent b2aada479b
commit 5d1126d0f0
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108
examples/dsp/StatisticsFunctions_part2/main.c Normal file
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//
// Created by lujun on 19-6-28.DELTAF32
//
#include "riscv_math.h"
#include "array.h"
#include <stdint.h>
#include <stdlib.h>
#include "../common.h"
#include "../HelperFunctions/math_helper.c"
#include "../HelperFunctions/ref_helper.c"
#include <stdio.h>
#define DELTAF32 (1.0f)
#define DELTAF64 (1.0f)
#define DELTAQ31 (63)
#define DELTAQ15 (1)
#define DELTAQ7 (1)
#define ENABLE_ALL
#define F32
#define Q31
#define Q15
#define Q7
int test_flag_error = 0;
int main()
{
BENCH_INIT;
//entropy -Sum(p ln p)
BENCH_START(riscv_entropy_f32);
f32_out_array = riscv_entropy_f32(f32_a_array, ARRAY_SIZE);
BENCH_END(riscv_entropy_f32);
if (fabs(f32_out_array - f32_out_entropy_array_ref) > DELTAF32) {
BENCH_ERROR(riscv_entropy_f32);
printf("value expect: %f, actual: %f\n",
f32_out_entropy_array_ref, f32_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_entropy_f32);
//entropy -Sum(p ln p)
BENCH_START(riscv_entropy_f64);
f64_out_array = riscv_entropy_f64(f64_a_array, ARRAY_SIZE);
BENCH_END(riscv_entropy_f64);
if (fabs(f64_out_array - f64_out_entropy_array_ref) > DELTAF64) {
BENCH_ERROR(riscv_entropy_f64);
printf("value expect: %f, actual: %f\n",
f64_out_entropy_array_ref, f64_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_entropy_f64);
BENCH_START(riscv_kullback_leibler_f32);
f32_out_array = riscv_kullback_leibler_f32(f32_a_array, f32_b_array, ARRAY_SIZE);
BENCH_END(riscv_kullback_leibler_f32);
if (fabs(f32_out_array - f32_out_kl_array_ref) > DELTAF32) {
BENCH_ERROR(riscv_kullback_leibler_f32);
printf("value expect: %f, actual: %f\n",
f32_out_kl_array_ref, f32_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_kullback_leibler_f32);
BENCH_START(riscv_kullback_leibler_f64);
f64_out_array = riscv_kullback_leibler_f64(f64_a_array, f64_b_array, ARRAY_SIZE);
BENCH_END(riscv_kullback_leibler_f64);
if (fabs(f64_out_array - f64_out_kl_array_ref) > DELTAF64) {
BENCH_ERROR(riscv_kullback_leibler_f64);
printf("value expect: %f, actual: %f\n",
f64_out_kl_array_ref, f64_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_kullback_leibler_f64);
BENCH_START(riscv_logsumexp_dot_prod_f32);
f32_out_array = riscv_logsumexp_dot_prod_f32(f32_a_array, f32_b_array, ARRAY_SIZE, f32_temp_array);
BENCH_END(riscv_logsumexp_dot_prod_f32);
if (fabs(f32_out_array - f32_out_lsedp_array_ref) > DELTAF32) {
BENCH_ERROR(riscv_logsumexp_dot_prod_f32);
printf("value expect: %f, actual: %f\n",
f32_out_lsedp_array_ref, f32_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_logsumexp_dot_prod_f32);
BENCH_START(riscv_logsumexp_f32);
f32_out_array = riscv_logsumexp_f32(f32_a_array, ARRAY_SIZE);
BENCH_END(riscv_logsumexp_f32);
if (fabs(f32_out_array - f32_out_lse_array_ref) > DELTAF32) {
BENCH_ERROR(riscv_logsumexp_f32);
printf("value expect: %f, actual: %f\n",
f32_out_lse_array_ref, f32_out_array);
test_flag_error = 1;
}
BENCH_STATUS(riscv_logsumexp_f32);
BENCH_FINISH;
if (test_flag_error) {
printf("test error apprears, please recheck.\n");
return 1;
} else {
printf("all test are passed. Well done!\n");
}
return 0;
}