code: def _safe_svd(A, **kwargs):
      """Get around the SVD did not converge error of death."""
      # Intel has a bug with their GESVD driver:
      #     https://software.intel.com/en-us/forums/intel-distribution-for-python/topic/628049  # noqa: E501
      # For SciPy 0.18 and up, we can work around it by using
      # lapack_driver='gesvd' instead.
      from scipy import linalg
  
      if kwargs.get("overwrite_a", False):
          raise ValueError(
              "Cannot set overwrite_a=True with this function"
          )
      try:
          return linalg.svd(A, **kwargs)
      except np.linalg.LinAlgError as exp:
          from .utils import warn
  
          warn(
              "SVD error (%s), attempting to use GESVD instead of GESDD"
              % (exp,)
          )
          return linalg.svd(A, lapack_driver="gesvd", **kwargs)
  
imports: import inspect
  import operator
  import os
  import warnings
  from contextlib import contextmanager
  from io import StringIO
  from math import log
  from pprint import pprint
  import numpy
label_desc: Use image node_id 3 for calling a global function with example usage: _safe_svd(A) and returns: linalg, linalg