ValueError(f'mutable default {type(f.default)} for field
csyeungad opened this issue · comments
Encounter error in step 6 train the model. Could anyone help on this?
Traceback (most recent call last):
File "D:\Tensorflow object detection\TFODCourse\Tensorflow\models\research\object_detection\model_main_tf2.py", line 31, in
from object_detection import model_lib_v2
File "D:\Tensorflow object detection\TFODCourse\tfod\Lib\site-packages\object_detection-0.1-py3.11.egg\object_detection\model_lib_v2.py", line 31, in
from object_detection import model_lib
File "D:\Tensorflow object detection\TFODCourse\tfod\Lib\site-packages\object_detection-0.1-py3.11.egg\object_detection\model_lib.py", line 35, in
from object_detection.builders import optimizer_builder
File "D:\Tensorflow object detection\TFODCourse\tfod\Lib\site-packages\object_detection-0.1-py3.11.egg\object_detection\builders\optimizer_builder.py", line 25, in
from official.modeling.optimization import ema_optimizer
File "D:\Tensorflow object detection\TFODCourse\tfod\Lib\site-packages\tf_models_official-2.13.1-py3.11.egg\official\modeling\optimization_init_.py", line 19, in
from official.modeling.optimization.configs.optimization_config import *
File "D:\Tensorflow object detection\TFODCourse\tfod\Lib\site-packages\tf_models_official-2.13.1-py3.11.egg\official\modeling\optimization\configs\optimization_config.py", line 31, in
@dataclasses.dataclass
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\abcd\anaconda3\Lib\dataclasses.py", line 1230, in dataclass
return wrap(cls)
^^^^^^^^^
File "C:\Users\abcd\anaconda3\Lib\dataclasses.py", line 1220, in wrap
return _process_class(cls, init, repr, eq, order, unsafe_hash,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\abcd\anaconda3\Lib\dataclasses.py", line 958, in _process_class
cls_fields.append(_get_field(cls, name, type, kw_only))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\abcd\anaconda3\Lib\dataclasses.py", line 815, in _get_field
raise ValueError(f'mutable default {type(f.default)} for field '
ValueError: mutable default <class 'official.modeling.optimization.configs.optimizer_config.SGDConfig'> for field sgd is not allowed: use default_factory
what's your python and TF version?
I am using python 3.11 and tensorflow 2.13.
I think the problem is with the python version.
I am using python 3.11 and tensorflow 2.13.
I think the problem is with the python version.
Try python 3.10.6 and TF 2.10.0
python 3.10.6 is most stable version and TF 2.10 is suitable for windows coz after 2.10 they officially dropped support for windows.
Thanks for you help. I tried to create a new environment with python 3.10.6.
However, when I run this cell, it installs TF2.13 automatically. Do I just uninstall TF and install TF2.10 again to solve it? Not sure if this is the proper way to do it.
You can do that.