In [10]:

    

%load_ext autoreload
%autoreload 2


    

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from irispy.ldp_mosek import ldp as mosek_ldp
from irispy.ldp_gurobi import ldp as gurobi_ldp
from irispy.ldp_cvxgen import ldp as cvxgen_ldp


    

In [12]:

    

import numpy as np


    

In [29]:

    

Y = np.random.rand(1,1)
print Y


    

    




[[ 0.02027751]]

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m = mosek_ldp(Y)
print m
g = gurobi_ldp(Y)
print g
c = cvxgen_ldp(Y)
print c
assert np.all(abs(m - g) < 1e-3)
assert np.all(abs(m - c) < 1e-3)


    

    




[ 0.02027751]
[ 0.02027751]
[ 0.02027751]

In [31]:

    

%timeit mosek_ldp(Y)


    

    




1000 loops, best of 3: 463 µs per loop

In [32]:

    

%timeit gurobi_ldp(Y)


    

    




1000 loops, best of 3: 226 µs per loop

In [33]:

    

%timeit cvxgen_ldp(Y)


    

    




10000 loops, best of 3: 64.1 µs per loop

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