Attack on PUF

94% for 2-XOR PUF 15*10^3 CRPs

-------------------------------------------------------------------------------------------------
xorKnackertester(64, 2, 0.06, 0.06, 10, array([15000]), 'Test')
15000
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.4908
1 .)
MCrate(train): 0.0586666666667 time since start: -0.354460000992
MCrate: (test) 0.0658571428571 time since start: -0.376991987228
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.497533333333
1 .)
MCrate(train): 0.0588 time since start: -0.322597026825
MCrate: (test) 0.0693714285714 time since start: -0.345725059509
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.494533333333
1 .)
MCrate(train): 0.0598666666667 time since start: -0.308412075043
MCrate: (test) 0.0674 time since start: -0.330398082733
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.497666666667
1 .)
MCrate(train): 0.0596 time since start: -0.372863054276
MCrate: (test) 0.0676 time since start: -0.395931005478
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.496666666667
1 .)
MCrate(train): 0.0584666666667 time since start: -0.432612895966
MCrate: (test) 0.0692285714286 time since start: -0.454550027847
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.491066666667
1 .)
MCrate(train): 0.0587333333333 time since start: -0.406738996506
MCrate: (test) 0.0669714285714 time since start: -0.429100990295
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.492866666667
1 .)
MCrate(train): 0.0572 time since start: -0.37618303299
MCrate: (test) 0.0676571428571 time since start: -0.398788928986
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.498266666667
1 .)
MCrate(train): 0.0584 time since start: -0.393193006516
MCrate: (test) 0.0694 time since start: -0.416021108627
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.501266666667
1 .)
MCrate(train): 0.056 time since start: -0.387744903564
MCrate: (test) 0.0669714285714 time since start: -0.409936904907
features.shape is  (2, 65, 15000)
testtargets.shape is  (35000,)
1 1.0001 0.512933333333
1 .)
MCrate(train): 0.0589333333333 time since start: -0.391460180283
MCrate: (test) 0.0664857142857 time since start: -0.413324117661
finished
-------------------------------------------------------------------------------------------------