diff --git a/py/competitors.py b/py/competitors.py
index 3d7c4698..f2bc0077 100644
--- a/py/competitors.py
+++ b/py/competitors.py
@@ -205,7 +205,10 @@ def select(TS, P, C):
         if len(P) >= B+1:
             break
 
-        del U[s]
+        try:
+                del U[s]
+        except:
+                pass
         C = C - set([s])
 
     ptime = time.clock() - ptime_start
@@ -280,7 +283,10 @@ def select(TS, P, C):
             break
 
         Cg = Cg | U[s]
-        del U[s]
+        try:
+                del U[s]
+        except:
+                pass
         C = C - set([s])
 
     ptime = time.clock() - ptime_start
diff --git a/py/experimentAdequate.py b/py/experimentAdequate.py
index b099aa71..f3eb2ec1 100644
--- a/py/experimentAdequate.py
+++ b/py/experimentAdequate.py
@@ -121,8 +121,8 @@ def one_(x): return 1
         sOut = "{}/{}-{}.pickle".format(sPath, "FAST-all", run+1)
         pickle.dump(sel, open(sOut, "wb"))
         tOut = "{}/{}-{}.pickle".format(tPath, "FAST-all", run+1)
-        pickle.dump((pTime, cTime, rTime, fdl, tsr), open(tOut, "wb"))
-        print("FAST-all", pTime, cTime, rTime, fdl, tsr)
+        pickle.dump((pTime, cTime, sTime, fdl, tsr), open(tOut, "wb"))
+        print("FAST-all", pTime, cTime, sTime, fdl, tsr)
 
 
     # WHITEBOX EXPERIMENTS
diff --git a/py/fastr_adequate.py b/py/fastr_adequate.py
index 018e37a1..a1e5021d 100644
--- a/py/fastr_adequate.py
+++ b/py/fastr_adequate.py
@@ -90,7 +90,7 @@ def loadSignatures(input_file):
     return sig, time.clock() - start
 
 
-def loadCoverage(wBoxFile):
+def loadCoverageStart1(wBoxFile):
     C = defaultdict(set)
     with open(wBoxFile) as fin:
         for tc, cov in enumerate(fin):
@@ -106,7 +106,7 @@ def fast_pw(input_file, wBoxFile, r, b, bbox=False, k=5, memory=False):
     n = r * b  # number of hash functions
 
     tC0 = time.clock()
-    C = loadCoverage(wBoxFile)
+    C = loadCoverageStart1(wBoxFile)
     tC1 = time.clock()
     maxCov = reduce(lambda x, y: x | y, C.values())
 
@@ -225,7 +225,7 @@ def fast_(input_file, wBoxFile, selsize, r, b, bbox=False, k=5, memory=False):
     n = r * b  # number of hash functions
 
     tC0 = time.clock()
-    C = loadCoverage(wBoxFile)
+    C = loadCoverageStart1(wBoxFile)
     tC1 = time.clock()
     maxCov = reduce(lambda x, y: x | y, C.values())