M1 Pro After installing TF based on Official apple guide gives ERROR for even importing TF

SYSTEM:

• MacBook Pro 14 (M1 Apple Silicon)
• MacOS 12.0.1

DONE:

• https://developer.apple.com/metal/tensorflow-plugin/
• I have followed this for ARM M1 apple silicon for my 14"
• (I had anaconda installed before, that may causing the error but I DO NOT want to delete my anaconda all together)

CODE

import tensorflow as tf

ERROR

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
~/miniforge3/lib/python3.9/site-packages/numpy/core/__init__.py in <module>
     21 try:
---> 22     from . import multiarray
     23 except ImportError as exc:

~/miniforge3/lib/python3.9/site-packages/numpy/core/multiarray.py in <module>
     11 
---> 12 from . import overrides
     13 from . import _multiarray_umath

~/miniforge3/lib/python3.9/site-packages/numpy/core/overrides.py in <module>
      6 
----> 7 from numpy.core._multiarray_umath import (
      8     add_docstring, implement_array_function, _get_implementing_args)

ImportError: dlopen(/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so, 0x0002): Library not loaded: @rpath/libcblas.3.dylib
  Referenced from: /Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so
  Reason: tried: '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/bin/../lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/bin/../lib/libcblas.3.dylib' (no such file), '/usr/local/lib/libcblas.3.dylib' (no such file), '/usr/lib/libcblas.3.dylib' (no such file)

During handling of the above exception, another exception occurred:

ImportError                               Traceback (most recent call last)
/var/folders/yp/mq9ddgh54gjg2rp7mw_t015c0000gn/T/ipykernel_95218/3793406994.py in <module>
----> 1 import tensorflow as tf

~/miniforge3/lib/python3.9/site-packages/tensorflow/__init__.py in <module>
     39 import sys as _sys
     40 
---> 41 from tensorflow.python.tools import module_util as _module_util
     42 from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader
     43 

~/miniforge3/lib/python3.9/site-packages/tensorflow/python/__init__.py in <module>
     39 
     40 from tensorflow.python import pywrap_tensorflow as _pywrap_tensorflow
---> 41 from tensorflow.python.eager import context
     42 
     43 # pylint: enable=wildcard-import

~/miniforge3/lib/python3.9/site-packages/tensorflow/python/eager/context.py in <module>
     28 
     29 from absl import logging
---> 30 import numpy as np
     31 import six
     32 

~/miniforge3/lib/python3.9/site-packages/numpy/__init__.py in <module>
    138     from . import _distributor_init
    139 
--> 140     from . import core
    141     from .core import *
    142     from . import compat

~/miniforge3/lib/python3.9/site-packages/numpy/core/__init__.py in <module>
     46 """ % (sys.version_info[0], sys.version_info[1], sys.executable,
     47         __version__, exc)
---> 48     raise ImportError(msg)
     49 finally:
     50     for envkey in env_added:

ImportError: 

IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE!

Importing the numpy C-extensions failed. This error can happen for
many reasons, often due to issues with your setup or how NumPy was
installed.

We have compiled some common reasons and troubleshooting tips at:

    https://numpy.org/devdocs/user/troubleshooting-importerror.html

Please note and check the following:

  * The Python version is: Python3.9 from "/Users/ps/miniforge3/bin/python"
  * The NumPy version is: "1.19.5"

and make sure that they are the versions you expect.
Please carefully study the documentation linked above for further help.

Original error was: dlopen(/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so, 0x0002): Library not loaded: @rpath/libcblas.3.dylib
  Referenced from: /Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so
  Reason: tried: '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/bin/../lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/lib/libcblas.3.dylib' (no such file), '/Users/ps/miniforge3/bin/../lib/libcblas.3.dylib' (no such file), '/usr/local/lib/libcblas.3.dylib' (no such file), '/usr/lib/libcblas.3.dylib' (no such file)