/usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) /usr/local/lib/python3.6/dist-packages/numdifftools/extrapolation.py:482: RuntimeWarning: invalid value encountered in less_equal converged = err <= tol /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:173: RuntimeWarning: invalid value encountered in less outliers = (((abs(der) < (a_median / trim_fact)) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:174: RuntimeWarning: invalid value encountered in greater (abs(der) > (a_median * trim_fact))) * (a_median > 1e-8) + /usr/local/lib/python3.6/dist-packages/numdifftools/limits.py:175: RuntimeWarning: invalid value encountered in less ((der < p25-1.5*iqr) + (p75+1.5*iqr < der))) {"usertime":169.45,"memmax":84520,"memavg":0}