zyfra
when running examples/tensorflow_v2_example/ train_and_serve.py, an error occurred
Traceback (most recent call last):
File "train_and_serve.py", line 58, in
i have the same error
My OS
Distributor ID: Ubuntu
Description: Ubuntu 20.04.3 LTS
Release: 20.04
Codename: focal
Python
Python 3.7.11 (default, Jul 27 2021, 14:32:16)
[GCC 7.5.0] :: Anaconda, Inc. on linux
Error
---------------------------------------------------------------------------
InvalidArgumentError Traceback (most recent call last)
/tmp/ipykernel_11593/2993359119.py in <module>
12
13 if __name__ == '__main__':
---> 14 main()
/tmp/ipykernel_11593/2993359119.py in main()
4
5 # create model 'tf_v2_model' from TF Keras model and test data
----> 6 model = ebonite.create_model(tf_keras_model, test_data, 'tf_v2_model')
7
8 # run flask service with this model
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/client/helpers.py in create_model(model_object, input_data, model_name, params, description, **kwargs)
17 :return: :class:`~ebonite.core.objects.core.Model` instance
18 """
---> 19 return Model.create(model_object, input_data, model_name, params, description, **kwargs)
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/objects/core.py in create(cls, model_object, input_data, model_name, params, description, additional_artifacts, additional_requirements, custom_wrapper, custom_artifact, custom_requirements)
1035 :returns: :py:class:`Model`
1036 """
-> 1037 wrapper: ModelWrapper = custom_wrapper or ModelAnalyzer.analyze(model_object, input_data=input_data)
1038 name = model_name or _generate_model_name(wrapper)
1039
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/analyzer/base.py in analyze(cls, obj, **kwargs)
157 :return: Instance of {return_type.__name__}
158 """
--> 159 return cls._find_hook(obj).process(obj, **kwargs)
160
161 @classmethod
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/analyzer/model.py in process(self, obj, **kwargs)
28
29 def process(self, obj, **kwargs) -> ModelWrapper:
---> 30 return self._wrapper_factory().bind_model(obj, **kwargs)
31
32 @abstractmethod
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/objects/wrapper.py in bind_model(self, model, input_data, **kwargs)
102
103 self.model = model
--> 104 self.methods, self.requirements = self._prepare_methods_and_requirements(input_data)
105 return self
106
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/objects/wrapper.py in _prepare_methods_and_requirements(self, input_data)
107 def _prepare_methods_and_requirements(self, input_data):
108 requirements = Requirements()
--> 109 requirements += self._model_requirements()
110
111 arg_type = DatasetAnalyzer.analyze(input_data)
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/core/objects/wrapper.py in _model_requirements(self)
182 :return: :class:`.Requirements` object representing runtime requirements of bound module object
183 """
--> 184 return get_object_requirements(self)
185
186 @abstractmethod
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in get_object_requirements(obj)
464 """
465 a = _EboniteRequirementAnalyzer(recurse=True)
--> 466 a.dump(obj)
467 return a.to_requirements()
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in dump(self, obj)
443 raise PicklingError(msg)
444 else:
--> 445 StockPickler.dump(self, obj)
446 stack.clear() # clear record of 'recursion-sensitive' pickled objects
447 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in dump(self, obj)
485 if self.proto >= 4:
486 self.framer.start_framing()
--> 487 self.save(obj)
488 self.write(STOP)
489 self.framer.end_framing()
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
715 if state is not None:
716 if state_setter is None:
--> 717 save(state)
718 write(BUILD)
719 else:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/dill/_dill.py in save_module_dict(pickler, obj)
910 # we only care about session the first pass thru
911 pickler._session = False
--> 912 StockPickler.save_dict(pickler, obj)
913 log.info("# D2")
914 return
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_dict(self, obj)
969
970 self.memoize(obj)
--> 971 self._batch_setitems(obj.items())
972
973 dispatch[dict] = save_dict
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
601
602 # Save the reduce() output and finally memoize the object
--> 603 self.save_reduce(obj=obj, *rv)
604
605 def persistent_id(self, obj):
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_reduce(self, func, args, state, listitems, dictitems, state_setter, obj)
711
712 if dictitems is not None:
--> 713 self._batch_setitems(dictitems)
714
715 if state is not None:
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in _batch_setitems(self, items)
995 for k, v in tmp:
996 save(k)
--> 997 save(v)
998 write(SETITEMS)
999 elif n:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
558 f = self.dispatch.get(t)
559 if f is not None:
--> 560 f(self, obj) # Call unbound method with explicit self
561 return
562
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save_tuple(self, obj)
884 if n <= 3 and self.proto >= 2:
885 for element in obj:
--> 886 save(element)
887 # Subtle. Same as in the big comment below.
888 if id(obj) in memo:
~/anaconda3/envs/RL_Snake/lib/python3.8/site-packages/ebonite/utils/module.py in save(self, obj, save_persistent_id)
444 self._add_requirement(obj)
445 try:
--> 446 return super(EbonitePickler, self).save(obj, save_persistent_id)
447 except (ValueError, TypeError, PickleError) as e:
448 # if object cannot be serialized, it's probably a C object and we don't need to go deeper
~/anaconda3/envs/RL_Snake/lib/python3.8/pickle.py in save(self, obj, save_persistent_id)
576 reduce = getattr(obj, "__reduce_ex__", None)
577 if reduce is not None:
--> 578 rv = reduce(self.proto)
579 else:
580 reduce = getattr(obj, "__reduce__", None)
~/.local/lib/python3.8/site-packages/tensorflow/python/framework/ops.py in __reduce__(self)
1013
1014 def __reduce__(self):
-> 1015 return convert_to_tensor, (self._numpy(),)
1016
1017 def __copy__(self):
~/.local/lib/python3.8/site-packages/tensorflow/python/framework/ops.py in _numpy(self)
1060 return self._numpy_internal()
1061 except core._NotOkStatusException as e: # pylint: disable=protected-access
-> 1062 six.raise_from(core._status_to_exception(e.code, e.message), None) # pylint: disable=protected-access
1063
1064 @property
~/.local/lib/python3.8/site-packages/six.py in raise_from(value, from_value)
InvalidArgumentError: Cannot convert a Tensor of dtype resource to a NumPy array.
