initial sd-vbs

initial sd-vbs

add sd-vbs

sd-vbs

1 files changed, 42 insertions, 0 deletions

diff --git a/SD-VBS/benchmarks/svm/src/c/cal_learned_func.c b/SD-VBS/benchmarks/svm/src/c/cal_learned_func.c
new file mode 100644
index 0000000..79fdd68
--- /dev/null
+++ b/SD-VBS/benchmarks/svm/src/c/cal_learned_func.c
@@ -0,0 +1,42 @@
+/********************************
+Author: Sravanthi Kota Venkata
+********************************/
+
+#include "svm.h"
+
+float cal_learned_func(int k, F2D* a, float* b, int N, F2D* Y, F2D* X, int dim)
+{
+    float s, ret;
+    int i, j, m, n;
+    F2D *temp, *temp1;
+
+    s=0;
+    for(i=0; i<N; i++)
+    {
+        if( subsref(a,i,0) > 0)
+        {
+            temp = fMallocHandle(1, X->width);
+            temp1 = fMallocHandle(1, X->width);
+
+            for(m=0; m<X->width; m++)
+            {
+                asubsref(temp,m) = subsref(X,i,m);
+                asubsref(temp1,m) = subsref(X,k,m);
+            }
+
+            s += asubsref(a,i) * asubsref(Y,i) * polynomial(3, temp, temp1, dim);
+
+            free(temp);
+            free(temp1);
+        }
+    }
+
+    s = s- arrayref(b,0);
+    ret = s;
+
+    return ret;
+}
+
+
+
+