From d17b33131c14864bd1eae275f49a3f148e21cf29 Mon Sep 17 00:00:00 2001
From: Leo Chan <leochanj@live.unc.edu>
Date: Thu, 22 Oct 2020 01:53:21 -0400
Subject: Squashed commit of the sb-vbs branch.

Includes the SD-VBS benchmarks modified to:
- Use libextra to loop as realtime jobs
- Preallocate memory before starting their main computation
- Accept input via stdin instead of via argc

Does not include the SD-VBS matlab code.

Fixes libextra execution in LITMUS^RT.
---
 SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c | 98 ++++++++++++++++++++++
 1 file changed, 98 insertions(+)
 create mode 100644 SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c

(limited to 'SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c')

diff --git a/SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c b/SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c
new file mode 100644
index 0000000..681f2c6
--- /dev/null
+++ b/SD-VBS/benchmarks/svm/src/c/getAlphaFromTrainSet.c
@@ -0,0 +1,98 @@
+/********************************
+Author: Sravanthi Kota Venkata
+********************************/
+
+#include "svm.h"
+
+alphaRet* getAlphaFromTrainSet(int N, F2D* trn1, F2D* trn2, int iterations)
+{
+    float tolerance, C, eps, *b;
+    F2D *a_result, *b_result;
+    int NumChanged, r, ExamineAll, cnt, d, dim, ret, iter, i;
+    F2D *X, *Y;
+    F2D *a, *e;
+
+    b = malloc(sizeof(float));
+    alphaRet* alpha;
+    alpha = (alphaRet*)malloc(sizeof(alphaRet));
+    tolerance = 0.001;
+    C = 0.05;
+    d = -1;
+    dim = 256;
+    eps = 0.001;
+    a_result = fSetArray(iterations, N, 0);
+    b_result = fSetArray(iterations, 1, 0);
+    ret = 0;
+    
+    X = usps_read_partial( trn1, trn2, 0, 1, (N/iterations), iterations);
+    
+    for(iter=0; iter<iterations; iter++)
+    {
+        Y = usps_read_partial( trn1, trn2, iter, 0, N/iterations, iterations);
+        
+        a = fSetArray(N, 1, 0);
+        arrayref(b,0) = 0;                  /** check if ptr **/
+        e = fSetArray(N, 1, 0);
+        ExamineAll = 1;
+        cnt = 0;
+        NumChanged = 0;
+
+        while(NumChanged>0 || ExamineAll == 1)
+        {
+            cnt = cnt + 1;
+            NumChanged = 0;
+            if(ExamineAll == 1)
+            {
+                for(i=0; i<N; i++)
+                {
+                    ret = examineExample(i, a, b, C, e, X, Y, tolerance, N, eps, dim);
+                    NumChanged = NumChanged + ret;
+                }
+            }
+            else
+            {
+                for(i=0; i<N; i++)
+                {
+                    if( asubsref(a,i) > 0 && asubsref(a,i) <C )
+                    {
+                        ret = examineExample(i, a, b, C, e, X, Y, tolerance, N, eps, dim);
+                        NumChanged = NumChanged + ret;
+                    }
+                }
+            }
+            if(ExamineAll == 1)
+                ExamineAll = 0;
+            else if(NumChanged == 0)
+                ExamineAll = 1;
+        }
+
+        for(r=0; r<N; r++)
+            subsref(a_result,iter,r) = asubsref(a,r);   /** a_result has size iteration,N .. Check **/
+        asubsref(b_result,iter) = arrayref(b,0);
+
+        fFreeHandle(Y);
+        fFreeHandle(e);
+        fFreeHandle(a);
+    }
+  
+    alpha->C = C;
+    alpha->d = d;
+    alpha->dim = dim;
+    alpha->eps = eps;
+    alpha->a_result = a_result;
+    alpha->b_result = b_result;
+    alpha->a = a;
+    alpha->b = arrayref(b,0);
+    alpha->X = X;
+    alpha->tolerance = tolerance;
+    alpha->ret;
+    
+    free(b);
+   
+    return alpha; 
+
+}
+
+
+
+
-- 
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