From f618466c25d43f3bae9e40920273bf77de1e1149 Mon Sep 17 00:00:00 2001 From: leochanj105 Date: Mon, 19 Oct 2020 23:09:30 -0400 Subject: initial sd-vbs initial sd-vbs add sd-vbs sd-vbs --- SD-VBS/benchmarks/svm/src/c/svm.h | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 SD-VBS/benchmarks/svm/src/c/svm.h (limited to 'SD-VBS/benchmarks/svm/src/c/svm.h') diff --git a/SD-VBS/benchmarks/svm/src/c/svm.h b/SD-VBS/benchmarks/svm/src/c/svm.h new file mode 100644 index 0000000..9675371 --- /dev/null +++ b/SD-VBS/benchmarks/svm/src/c/svm.h @@ -0,0 +1,38 @@ +/******************************** +Author: Sravanthi Kota Venkata +********************************/ + +#ifndef _SCRIPT_SVM_ +#define _SCRIPT_SVM_ + +#include "sdvbs_common.h" + +typedef struct +{ + F2D* a; + float b; + float C; + int d; + int dim; + F2D* e; + float eps; + F2D* a_result; + F2D* b_result; + F2D* X; + F2D *Y; + float tolerance; + int ret; + +}alphaRet; + +alphaRet* getAlphaFromTrainSet(int N, F2D* trn1, F2D* trn2, int iterations); +float polynomial(int d, F2D* a, F2D* b, int dim); +float cal_learned_func(int k, F2D* a, float* b, int N, F2D* Y, F2D* X, int dim); +int examineExample(int i, F2D* a, float* b, float C, F2D* e, F2D* X, F2D* Y, float tolerance, int N, float eps, int dim); +int takeStep(int i, int j, F2D* a, float C, F2D* e, F2D* Y, F2D* X, float eps, float* b, int N, int dim); +F2D* usps_read_partial(F2D* dcell1, F2D* dcell2, int idx, int opt, int dim, int iterations); +int script_svm(); + +#endif + + -- cgit v1.2.2