/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:426: RuntimeWarning: overflow encountered in true_divide
  der_init = f_diff / (h ** self.n)
/usr/local/lib/python3.8/dist-packages/numdifftools/extrapolation.py:480: RuntimeWarning: overflow encountered in multiply
  err = np.abs(np.diff(new_sequence, axis=0)) * fact
/usr/local/lib/python3.8/dist-packages/numdifftools/extrapolation.py:484: RuntimeWarning: invalid value encountered in subtract
  abs(new_sequence[:-1] -
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:426: RuntimeWarning: overflow encountered in true_divide
  der_init = f_diff / (h ** self.n)
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))
/usr/local/lib/python3.8/dist-packages/numdifftools/core.py:436: RuntimeWarning: invalid value encountered in double_scalars
  return (f(x0i + h) - f(x0i - h)) / 2.0
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1119: RuntimeWarning: All-NaN slice encountered
  r, k = function_base._ureduce(a, func=_nanmedian, axis=axis, out=out,
/usr/local/lib/python3.8/dist-packages/numpy/lib/nanfunctions.py:1395: RuntimeWarning: All-NaN slice encountered
  result = np.apply_along_axis(_nanquantile_1d, axis, a, q,
/usr/local/lib/python3.8/dist-packages/numdifftools/limits.py:149: UserWarning: All-NaN slice encountered
  warnings.warn(str(msg))

{"realtime":94.69,"usertime":100.22,"systime":31.25,"memmax":108576,"memavg":0}