diff --git a/roofline/src/Makefile b/roofline/src/Makefile
index 742bf38..ac89864 100644
--- a/roofline/src/Makefile
+++ b/roofline/src/Makefile
@@ -31,7 +31,7 @@ aikern_o3avx.a: aikern.c aikern.h
 	gcc -O3 -mavx -c -o aikern_o3avx.o aikern.c
 	ar rcs aikern_o3avx.a aikern_o3avx.o
 
-# This is the only option that actually uses fma without optimizing the hell out of the kernel
+# This is the only version that actually uses FMA
 aikern_avxfma.a: aikern.c aikern.h
 	gcc -O2 -mavx -mfma -c -o aikern_avxfma.o aikern.c
 	ar rcs aikern_avxfma.a aikern_avxfma.o
diff --git a/roofline/src/aikern.c b/roofline/src/aikern.c
index 64e5c59..e66d7f0 100644
--- a/roofline/src/aikern.c
+++ b/roofline/src/aikern.c
@@ -98,15 +98,6 @@ void kernel_8_1_fuseaware(double* a, double* b, double* c, size_t size)
   }
 }
 
-void kernel_1_8_vo(double* a, double* b, double* c, size_t size)
-{
-  double tmp=0.0;
-  for(size_t i=0; i<size; i++) {
-	tmp = a[i] * a[i];
-  }
-}
-
-
 /* === FAILED KERNELS === */
 
 /*
@@ -170,3 +161,23 @@ void kernel_8_1_simple_dangerous(double* a, double* b, double* c, size_t size)
 	      a[i] * a[i] * a[i] * a[i];
   }
 }
+
+void kernel_1_8_vo_dangerous(double* a, double* b, double* c, size_t size)
+{
+  /* This is the 1/8 AI kernel from the lecture
+
+	 === Problem ==
+	 Same as for kernel_1_16_simple_dangerous
+	 
+	 Without volatile the loop is optimized away completely.
+	 With volatile tmp is written to the stack in every loop
+	 (-O3). tmp could be cached or not. This might depend on
+	 how large the array is and how the cpu work internally
+	 -> unpredictable.
+  */
+
+  volatile double tmp=0.0;
+  for(size_t i=0; i<size; i++) {
+	tmp = a[i] * a[i];
+  }
+}
diff --git a/roofline/src/aikern.h b/roofline/src/aikern.h
index 5808348..92193a1 100644
--- a/roofline/src/aikern.h
+++ b/roofline/src/aikern.h
@@ -2,4 +2,7 @@ void kernel_1_16_simple(double* a, double* b, double* c, size_t size);
 void kernel_1_16_fuseaware(double* a, double* b, double* c, size_t size);
 void kernel_8_1_simple(double* a, double* b, double* c, size_t size);
 void kernel_8_1_fuseaware(double* a, double* b, double* c, size_t size);
-void kernel_1_8_vo(double* a, double* b, double* c, size_t size);
+
+void kernel_1_16_simple_dangerous(double* a, double* b, double* c, size_t size);
+void kernel_8_1_simple_dangerous(double* a, double* b, double* c, size_t size);
+void kernel_1_8_vo_dangerous(double* a, double* b, double* c, size_t size);
diff --git a/roofline/src/roofline b/roofline/src/roofline
index 473a010..26a161e 100755
Binary files a/roofline/src/roofline and b/roofline/src/roofline differ
diff --git a/roofline/src/roofline.c b/roofline/src/roofline.c
index b9e742a..8fe4922 100644
--- a/roofline/src/roofline.c
+++ b/roofline/src/roofline.c
@@ -118,16 +118,17 @@ int main(int argc, char* argv[]) {
 
   printf("Filling arrays with dummy values\n");
   
-  #pragma omp parallel for
+  /*  #pragma omp parallel for
   for (size_t j=0; j<size; j++)
 	{
 	  a[j] = 1.0;
 	  b[j] = 2.0;
 	  c[j] = 3.0;
-	}
+	  }*/
 
+  double t;
   printf("Warming up cache\n");
-  double t = mysecond();
+  t = mysecond();
   testkern(a,b,c, size);
   t = mysecond() - t;
   printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
@@ -162,7 +163,7 @@ int main(int argc, char* argv[]) {
 
   printf("1/8 vo\n");
   t = mysecond();
-  kernel_1_8_vo(a,b,c, size);
+  kernel_1_8_vo_dangerous(a,b,c, size);
   t = mysecond() - t;
   printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
 
diff --git a/roofline/src/roofline_avx b/roofline/src/roofline_avx
index 4f798b1..eda13cf 100755
Binary files a/roofline/src/roofline_avx and b/roofline/src/roofline_avx differ
diff --git a/roofline/src/roofline_avxfma b/roofline/src/roofline_avxfma
index cc9fee9..73dad9a 100755
Binary files a/roofline/src/roofline_avxfma and b/roofline/src/roofline_avxfma differ
diff --git a/roofline/src/roofline_o3 b/roofline/src/roofline_o3
index 8dd3a95..1457ee0 100755
Binary files a/roofline/src/roofline_o3 and b/roofline/src/roofline_o3 differ
diff --git a/roofline/src/roofline_o3avx b/roofline/src/roofline_o3avx
index 1b23d6f..e3288a1 100755
Binary files a/roofline/src/roofline_o3avx and b/roofline/src/roofline_o3avx differ