hydra.errors.ConfigCompositionException: Error merging 'model/transformer' with schema

[yja2397]

Title

• hydra.errors.ConfigCompositionException: Error merging 'model/transformer' with schema

Description

./bin/main.py:167: UserWarning:
'model/transformer' is validated against ConfigStore schema with the same name.
This behavior is deprecated in Hydra 1.1 and will be removed in Hydra 1.2.
See https://hydra.cc/docs/next/upgrades/1.0_to_1.1/automatic_schema_matching for migration instructi
ons.
main()
Traceback (most recent call last):
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\config_loader_impl.py", line 455,
in _load_single_config
merged = OmegaConf.merge(schema.config, ret.config)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\omegaconf.py", line 264, in merge
target.merge_with(*configs[1:])
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\basecontainer.py", line 438, in merge_w
ith
self._format_and_raise(key=None, value=None, cause=e)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\base.py", line 196, in _format_and_rais
e
type_override=type_override,
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 741, in format_and_rai
se
_raise(ex, cause)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 719, in _raise
raise ex.with_traceback(sys.exc_info()[2]) # set end OC_CAUSE=1 for full backtrace
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\basecontainer.py", line 436, in merge_w
ith
self._merge_with(*others)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\basecontainer.py", line 460, in merge
with
BaseContainer._map_merge(self, other)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\basecontainer.py", line 378, in _map_me
rge
dest[key] = src._get_node(key)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 311, in _setitem
_
key=key, value=value, type_override=ConfigKeyError, cause=e
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\base.py", line 196, in _format_and_rais
e
type_override=type_override,
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 741, in format_and_rai
se
_raise(ex, cause)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 719, in _raise
raise ex.with_traceback(sys.exc_info()[2]) # set end OC_CAUSE=1 for full backtrace
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 308, in _setitem
_
self.__set_impl(key=key, value=value)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 318, in __set_impl
self._set_item_impl(key, value)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\basecontainer.py", line 493, in _set_it
em_impl
self._validate_set(key, value)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 180, in validate
set
target = self._get_node(key) if key is not None else self
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 465, in _get_node
self._validate_get(key)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\dictconfig.py", line 167, in validate
get
key=key, value=value, cause=ConfigAttributeError(msg)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf\base.py", line 196, in _format_and_rais
e
type_override=type_override,
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 821, in format_and_rai
se
_raise(ex, cause)
File "C:\Users..\Anaconda3\lib\site-packages\omegaconf_utils.py", line 719, in _raise
raise ex.with_traceback(sys.exc_info()[2]) # set end OC_CAUSE=1 for full backtrace
omegaconf.errors.ConfigKeyError: Key 'ffnet_style' not in 'TransformerConfig'
full_key: ffnet_style
object_type=TransformerConfig

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "./bin/main.py", line 167, in
main()
File "C:\Users..\Anaconda3\lib\site-packages\hydra\main.py", line 53, in decorated_main
config_name=config_name,
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\utils.py", line 368, in _run_hydr
a
lambda: hydra.run(
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\utils.py", line 214, in run_and_r
eport
raise ex
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\utils.py", line 211, in run_and_r
eport
return func()
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\utils.py", line 371, in
overrides=args.overrides,
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\hydra.py", line 91, in run
run_mode=RunMode.RUN,
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\hydra.py", line 568, in compose_c
onfig
from_shell=from_shell,
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\config_loader_impl.py", line 150,
in load_configuration
from_shell=from_shell,
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\config_loader_impl.py", line 250,
in _load_configuration_impl
defaults=defaults_list.defaults, repo=caching_repo
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\config_loader_impl.py", line 515,
in _compose_config_from_defaults_list
loaded = self._load_single_config(default=default, repo=repo)
File "C:\Users..\Anaconda3\lib\site-packages\hydra_internal\config_loader_impl.py", line 465,
in _load_single_config
) from e
hydra.errors.ConfigCompositionException: Error merging 'model/transformer' with schema

How could it solve? I tried Speech-Transformer and kospeech

Linked Issues

• resolved #

[sooftware]

Hi! This repo is archived. Further development is conducted here.
This repo will help you.

[ddlBoJack]

hello, I came with similar problem with you:

Traceback (most recent call last):
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 618, in _load_config_impl
    merged = OmegaConf.merge(schema.config, ret.config)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/omegaconf.py", line 321, in merge
    target.merge_with(*others[1:])
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 331, in merge_with
    self._format_and_raise(key=None, value=None, cause=e)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/base.py", line 95, in _format_and_raise
    format_and_raise(
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/_utils.py", line 629, in format_and_raise
    _raise(ex, cause)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/_utils.py", line 610, in _raise
    raise ex  # set end OC_CAUSE=1 for full backtrace
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 329, in merge_with
    self._merge_with(*others)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 347, in _merge_with
    BaseContainer._map_merge(self, other)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 294, in _map_merge
    dest_node._merge_with(src_value)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 347, in _merge_with
    BaseContainer._map_merge(self, other)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 294, in _map_merge
    dest_node._merge_with(src_value)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 347, in _merge_with
    BaseContainer._map_merge(self, other)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 294, in _map_merge
    dest_node._merge_with(src_value)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 347, in _merge_with
    BaseContainer._map_merge(self, other)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/basecontainer.py", line 314, in _map_merge
    dest[key] = src._get_node(key)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/dictconfig.py", line 258, in __setitem__
    self._format_and_raise(
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/base.py", line 95, in _format_and_raise
    format_and_raise(
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/_utils.py", line 629, in format_and_raise
    _raise(ex, cause)
  File "/opt/conda/lib/python3.8/site-packages/omegaconf/_utils.py", line 610, in _raise
    raise ex  # set end OC_CAUSE=1 for full backtrace
omegaconf.errors.ConfigKeyError: Key 'decoding.silweight' not in 'AxConfig'
        full_key: hydra.sweeper.ax_config.decoding.silweight
        reference_type=AxConfig
        object_type=AxConfig

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "examples/speech_recognition/new/infer.py", line 477, in <module>
    cli_main()
  File "examples/speech_recognition/new/infer.py", line 473, in cli_main
    hydra_main()  # pylint: disable=no-value-for-parameter
  File "/opt/conda/lib/python3.8/site-packages/hydra/main.py", line 32, in decorated_main
    _run_hydra(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/utils.py", line 354, in _run_hydra
    run_and_report(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/utils.py", line 201, in run_and_report
    raise ex
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/utils.py", line 198, in run_and_report
    return func()
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/utils.py", line 355, in <lambda>
    lambda: hydra.multirun(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/hydra.py", line 123, in multirun
    cfg = self.compose_config(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/hydra.py", line 507, in compose_config
    cfg = self.config_loader.load_configuration(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 151, in load_configuration
    return self._load_configuration(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 256, in _load_configuration
    cfg = self._merge_defaults_into_config(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 804, in _merge_defaults_into_config
    hydra_cfg = merge_defaults_list_into_config(hydra_cfg, system_list)
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 777, in merge_defaults_list_into_config
    merged_cfg = self._merge_config(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 695, in _merge_config
    loaded_cfg, _ = self._load_config_impl(
  File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/config_loader_impl.py", line 628, in _load_config_impl
    raise ConfigCompositionException(
hydra.errors.ConfigCompositionException: Error merging 'hydra/sweeper/ax' with schema

I want to know how you solved it. Thank you very much!