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diff --color -ura a/pymc3/__init__.py b/pymc3/__init__.py
--- a/pymc3/__init__.py	2024-05-31 20:35:08.000000000 +0800
+++ b/pymc3/__init__.py	2024-06-05 02:13:41.161755884 +0800
@@ -20,27 +20,27 @@
 import platform
 import warnings
 
-import numpy.distutils
+#import numpy.distutils
 import semver
 
 # Workaround for Theano bug that tries to access blas_opt_info;
 #  must be done before importing theano.
 # https://github.com/pymc-devs/pymc/issues/5310
 # Copied from theano/link/c/cmodule.py: default_blas_ldflags()
-if (
-    hasattr(numpy.distutils, "__config__")
-    and numpy.distutils.__config__
-    and not hasattr(numpy.distutils.__config__, "blas_opt_info")
-):
-    import numpy.distutils.system_info  # noqa
-
-    # We need to catch warnings as in some cases NumPy print
-    # stuff that we don't want the user to see.
-    with warnings.catch_warnings(record=True):
-        numpy.distutils.system_info.system_info.verbosity = 0
-        blas_info = numpy.distutils.system_info.get_info("blas_opt")
-
-    numpy.distutils.__config__.blas_opt_info = blas_info
+#if (
+#    hasattr(numpy.distutils, "__config__")
+#    and numpy.distutils.__config__
+#    and not hasattr(numpy.distutils.__config__, "blas_opt_info")
+#):
+#    import numpy.distutils.system_info  # noqa
+#
+#    # We need to catch warnings as in some cases NumPy print
+#    # stuff that we don't want the user to see.
+#    with warnings.catch_warnings(record=True):
+#        numpy.distutils.system_info.system_info.verbosity = 0
+#        blas_info = numpy.distutils.system_info.get_info("blas_opt")
+#
+#    numpy.distutils.__config__.blas_opt_info = blas_info
 
 import theano