


'''simple docstring'''







import logging

from transformers.configuration_utils import PretrainedConfig


a__  :					Union[str, Any]        =       logging.getLogger(__name__)
class 					lowercase_     (    a__   ):
    __UpperCAmelCase   			=	'masked_bert'


    def __init__(     self  ,					a=3_05_22  ,					a=7_68  ,					a=12  ,					a=12  ,					a=30_72  ,					a="gelu"  ,					a=0.1  ,					a=0.1  ,					a=5_12  ,					a=2  ,					a=0.02  ,					a=1e-12  ,					a=0  ,					a="topK"  ,					a="constant"  ,					a=0.0  ,					**a  ,					):
          super().__init__(pad_token_id=a  ,					**a    )

          UpperCamelCase__										=				vocab_size
          UpperCamelCase__										=				hidden_size
          UpperCamelCase__										=				num_hidden_layers
          UpperCamelCase__										=				num_attention_heads
          UpperCamelCase__										=				hidden_act
          UpperCamelCase__										=				intermediate_size
          UpperCamelCase__										=				hidden_dropout_prob
          UpperCamelCase__										=				attention_probs_dropout_prob
          UpperCamelCase__										=				max_position_embeddings
          UpperCamelCase__										=				type_vocab_size
          UpperCamelCase__										=				initializer_range
          UpperCamelCase__										=				layer_norm_eps
          UpperCamelCase__										=				pruning_method
          UpperCamelCase__										=				mask_init
          UpperCamelCase__										=				mask_scale









'''simple docstring'''

# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from accelerate.commands.config import get_config_parser
from accelerate.commands.env import env_command_parser
from accelerate.commands.launch import launch_command_parser
from accelerate.commands.test import test_command_parser
from accelerate.commands.tpu import tpu_command_parser





def __snake_case					(      ):
 lowerCamelCase_      =  ArgumentParser("Accelerate CLI tool"					,				usage="accelerate <command> [<args>]"					,				allow_abbrev=UpperCAmelCase_		)
 lowerCamelCase_      =  parser.add_subparsers(help="accelerate command helpers"		)

 # Register commands
 get_config_parser(subparsers=UpperCAmelCase_		)
 env_command_parser(subparsers=UpperCAmelCase_		)
 launch_command_parser(subparsers=UpperCAmelCase_		)
 tpu_command_parser(subparsers=UpperCAmelCase_		)
 test_command_parser(subparsers=UpperCAmelCase_		)

 # Let's go
 lowerCamelCase_      =  parser.parse_args()

 if not hasattr(UpperCAmelCase_					,				"func"		):
  parser.print_help()
  exit(1		)

 # Run
 args.func(UpperCAmelCase_		)


if __name__ == "__main__":
     main()



