


import inspect
import os
import unittest
from pathlib import Path

import torch

import accelerate
from accelerate.test_utils import execute_subprocess_async
from accelerate.test_utils.testing import run_command


class 		_SCREAMING_SNAKE_CASE     (						unittest.TestCase     ):
     __SCREAMING_SNAKE_CASE     					=    inspect.getfile(accelerate.test_utils     )
     __SCREAMING_SNAKE_CASE     					=    os.path.sep.join(mod_file.split(os.path.sep     )[:-1] + ['''scripts''', '''test_cli.py''']     )

     __SCREAMING_SNAKE_CASE     					=    ['''accelerate''', '''launch''']
     __SCREAMING_SNAKE_CASE     					=    Path.home() / '''.cache/huggingface/accelerate'''
     __SCREAMING_SNAKE_CASE     					=    '''default_config.yaml'''
     __SCREAMING_SNAKE_CASE     					=    config_folder / config_file
     __SCREAMING_SNAKE_CASE     					=    config_folder / '''_default_config.yaml'''

     __SCREAMING_SNAKE_CASE     					=    Path('''tests/test_configs'''     )


     @classmethod
     def        __snake_case(  cls    ):
       if cls.config_path.is_file():
         cls.config_path.rename(cls.changed_path    )


     @classmethod
     def        __snake_case(  cls    ):
       if cls.changed_path.is_file():
         cls.changed_path.rename(cls.config_path    )


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							Dict							=     self.base_cmd
       if torch.cuda.is_available() and (torch.cuda.device_count() > 1):
         cmd += ["--multi_gpu"]
       execute_subprocess_async(cmd + [self.test_file_path]							,					env=os.environ.copy()    )


     def        __snake_case(  self    ):
       for config in sorted(self.test_config_path.glob("""**/*.yaml"""    )    ):
         with self.subTest(config_file=A_    ):
           execute_subprocess_async(
               self.base_cmd + ["""--config_file""", str(A_    ), self.test_file_path]							,					env=os.environ.copy()    )




     def        __snake_case(  self    ):
       execute_subprocess_async(["""accelerate""", """test"""]							,					env=os.environ.copy()    )


class 		_SCREAMING_SNAKE_CASE     (						unittest.TestCase     ):
     __SCREAMING_SNAKE_CASE     					=    '''test-tpu'''
     __SCREAMING_SNAKE_CASE     					=    '''us-central1-a'''
     __SCREAMING_SNAKE_CASE     					=    '''ls'''
     __SCREAMING_SNAKE_CASE     					=    ['''accelerate''', '''tpu-config''']
     __SCREAMING_SNAKE_CASE     					=    '''cd /usr/share'''
     __SCREAMING_SNAKE_CASE     					=    '''tests/test_samples/test_command_file.sh'''
     __SCREAMING_SNAKE_CASE     					=    '''Running gcloud compute tpus tpu-vm ssh'''


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							Any							=     run_command(
           self.cmd
           + ["""--command""", self.command, """--tpu_zone""", self.tpu_zone, """--tpu_name""", self.tpu_name, """--debug"""]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							Dict							=     run_command(
           self.cmd
           + [
               """--config_file""",
               """tests/test_configs/0_12_0.yaml""",
               """--command""",
               self.command,
               """--tpu_zone""",
               self.tpu_zone,
               """--tpu_name""",
               self.tpu_name,
               """--debug""",
           ]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							List[str]							=     run_command(
           self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--debug"""]							,					return_stdout=A_    )
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							int							=     run_command(
           self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--command""", self.command, """--debug"""]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							Any							=     run_command(
           self.cmd
           + [
               """--config_file""",
               """tests/test_configs/latest.yaml""",
               """--command""",
               self.command,
               """--command""",
               """echo \"Hello World\"""",
               """--debug""",
           ]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls; echo "Hello World" --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							str							=     run_command(
           self.cmd
           + ["""--config_file""", """tests/test_configs/latest.yaml""", """--command_file""", self.command_file, """--debug"""]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							List[Any]							=     run_command(
           self.cmd
           + [
               """--config_file""",
               """tests/test_configs/0_12_0.yaml""",
               """--command_file""",
               self.command_file,
               """--tpu_zone""",
               self.tpu_zone,
               """--tpu_name""",
               self.tpu_name,
               """--debug""",
           ]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''							,					A_							,					)


     def        __snake_case(  self    ):
       _UpperCAmelCase		:							Dict							=     run_command(
           self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--install_accelerate""", """--debug"""]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate -U; echo "hello world"; echo "this is a second command" --worker all'''							,					A_							,					)




     def        __snake_case(  self    ):
       _UpperCAmelCase		:							List[Any]							=     run_command(
           self.cmd
           + [
               """--config_file""",
               """tests/test_configs/latest.yaml""",
               """--install_accelerate""",
               """--accelerate_version""",
               """12.0.0""",
               """--debug""",
           ]							,					return_stdout=A_							,					)
       self.assertIn(
           F'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate==12.0.0; echo "hello world"; echo "this is a second command" --worker all'''							,					A_							,					)









from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


SCREAMING_SNAKE_CASE__					:     Optional[int]       =     logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__					:     List[str]       =     {
    'camembert-base': 'https://huggingface.co/camembert-base/resolve/main/config.json',
    'umberto-commoncrawl-cased-v1': (
        'https://huggingface.co/Musixmatch/umberto-commoncrawl-cased-v1/resolve/main/config.json'
    ),
    'umberto-wikipedia-uncased-v1': (
        'https://huggingface.co/Musixmatch/umberto-wikipedia-uncased-v1/resolve/main/config.json'
    ),
}


class 		_SCREAMING_SNAKE_CASE     (						A     ):
     __SCREAMING_SNAKE_CASE     					=    '''camembert'''


     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_=0.0_2							,					A_=1e-12							,					A_=1							,					A_=0							,					A_=2							,					A_="absolute"							,					A_=True							,					A_=None							,					**A_							,					):
       super().__init__(pad_token_id=A_							,					bos_token_id=A_							,					eos_token_id=A_							,					**A_    )

       _UpperCAmelCase		:							Optional[Any]							=     vocab_size
       _UpperCAmelCase		:							int							=     hidden_size
       _UpperCAmelCase		:							Any							=     num_hidden_layers
       _UpperCAmelCase		:							Optional[Any]							=     num_attention_heads
       _UpperCAmelCase		:							Dict							=     hidden_act
       _UpperCAmelCase		:							str							=     intermediate_size
       _UpperCAmelCase		:							str							=     hidden_dropout_prob
       _UpperCAmelCase		:							List[Any]							=     attention_probs_dropout_prob
       _UpperCAmelCase		:							List[Any]							=     max_position_embeddings
       _UpperCAmelCase		:							Union[str, Any]							=     type_vocab_size
       _UpperCAmelCase		:							List[Any]							=     initializer_range
       _UpperCAmelCase		:							Optional[Any]							=     layer_norm_eps
       _UpperCAmelCase		:							int							=     position_embedding_type
       _UpperCAmelCase		:							Tuple							=     use_cache
       _UpperCAmelCase		:							Any							=     classifier_dropout


class 		_SCREAMING_SNAKE_CASE     (						A     ):


     @property
     def        __snake_case(  self    ):
       if self.task == "multiple-choice":
         _UpperCAmelCase		:							Any							=     {0: """batch""", 1: """choice""", 2: """sequence"""}
       else:
         _UpperCAmelCase		:							List[Any]							=     {0: """batch""", 1: """sequence"""}
       return OrderedDict(
           [
               ("""input_ids""", dynamic_axis),
               ("""attention_mask""", dynamic_axis),
           ]    )





