
import copy
from typing import Dict

from ...generation.configuration_utils import GenerationConfig
from ...utils import logging


__snake_case					:							int           =							logging.get_logger(__name__)


class 	UpperCamelCase__       (  UpperCAmelCase__):

						'''simple docstring'''



						__a     :    Union[str, Any]												=			"""semantic"""


						def __init__(  self  , A=1_00_00  , A=True  , A=7_68  , A=False  , A=False  , A=False  , A=False  , A=0.7  , A=True  , A=1_00_48  , A=12_95_95  , A=12_95_99  , A=1_00_00  , A=2_56  , A=49.9  , **A  , )  ->Any:
									super().__init__(
									    temperature=A  , do_sample=A  , eos_token_id=A  , renormalize_logits=A  , max_new_tokens=A  , output_scores=A  , return_dict_in_generate=A  , output_hidden_states=A  , output_attentions=A  , **A  , )

									UpperCAmelCase__		:str 		=    text_encoding_offset
									UpperCAmelCase__		:str 		=    text_pad_token
									UpperCAmelCase__		:List[str] 		=    eos_token_id
									UpperCAmelCase__		:Tuple 		=    semantic_infer_token
									UpperCAmelCase__		:int 		=    semantic_vocab_size
									UpperCAmelCase__		:Optional[int] 		=    max_input_semantic_length
									UpperCAmelCase__		:Dict 		=    semantic_rate_hz


class 	UpperCamelCase__       (  UpperCAmelCase__):

						'''simple docstring'''



						__a     :    Optional[int]												=			"""coarse_acoustics"""


						def __init__(  self  , A=True  , A=False  , A=False  , A=False  , A=False  , A=0.7  , A=True  , A=1_20_48  , A=75  , A=2  , A=1_20_50  , A=2_56  , A = 6_30  , A = 60  , **A  , )  ->int:
									super().__init__(
									    temperature=A  , do_sample=A  , renormalize_logits=A  , output_scores=A  , return_dict_in_generate=A  , output_hidden_states=A  , output_attentions=A  , **A  , )

									UpperCAmelCase__		:List[str] 		=    coarse_semantic_pad_token
									UpperCAmelCase__		:Union[str, Any] 		=    coarse_rate_hz
									UpperCAmelCase__		:Tuple 		=    n_coarse_codebooks
									UpperCAmelCase__		:Dict 		=    coarse_infer_token
									UpperCAmelCase__		:Union[str, Any] 		=    max_coarse_input_length
									UpperCAmelCase__		:int 		=    max_coarse_history
									UpperCAmelCase__		:Any 		=    sliding_window_len


class 	UpperCamelCase__       (  UpperCAmelCase__):

						'''simple docstring'''



						__a     :    Dict												=			"""fine_acoustics"""


						def __init__(  self  , A=0.5  , A=5_12  , A=10_24  , A=8  , **A  , )  ->str:
									super().__init__(temperature=A	)

									UpperCAmelCase__		:Optional[Any] 		=    max_fine_history_length
									UpperCAmelCase__		:Optional[int] 		=    max_fine_input_length
									UpperCAmelCase__		:List[str] 		=    n_fine_codebooks


class 	UpperCamelCase__       (  UpperCAmelCase__):

						'''simple docstring'''



						__a     :    Optional[int]												=			"""bark"""
						__a     :    Tuple												=			True


						def __init__(  self  , A = None  , A = None  , A = None  , A=2_40_00  , A=10_24  , **A  , )  ->Union[str, Any]:
									if semantic_config is None:
												UpperCAmelCase__		:List[Any] 		=    {}
												logger.info('semantic_config is None. initializing the semantic model with default values.'	)

									if coarse_acoustics_config is None:
												UpperCAmelCase__		:Optional[int] 		=    {}
												logger.info('coarse_acoustics_config is None. initializing the coarse model with default values.'	)

									if fine_acoustics_config is None:
												UpperCAmelCase__		:List[str] 		=    {}
												logger.info('fine_acoustics_config is None. initializing the fine model with default values.'	)

									UpperCAmelCase__		:int 		=    BarkSemanticGenerationConfig(**A	)
									UpperCAmelCase__		:Tuple 		=    BarkCoarseGenerationConfig(**A	)
									UpperCAmelCase__		:List[Any] 		=    BarkFineGenerationConfig(**A	)

									UpperCAmelCase__		:Optional[Any] 		=    sample_rate
									UpperCAmelCase__		:Tuple 		=    codebook_size


						@classmethod
						def    A__       (  cls  , A  , A  , A  , **A  , )  ->Union[str, Any]:
									return cls(
									    semantic_config=semantic_config.to_dict()  , coarse_acoustics_config=coarse_acoustics_config.to_dict()  , fine_acoustics_config=fine_acoustics_config.to_dict()  , **A  , )


						def    A__       (  self	)  ->int:
									UpperCAmelCase__		:int 		=    copy.deepcopy(self.__dict__	)

									UpperCAmelCase__		:Optional[Any] 		=    self.semantic_config.to_dict()
									UpperCAmelCase__		:Union[str, Any] 		=    self.coarse_acoustics_config.to_dict()
									UpperCAmelCase__		:str 		=    self.fine_acoustics_config.to_dict()

									UpperCAmelCase__		:Any 		=    self.__class__.model_type
									return output







import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

__snake_case					:							List[Any]           =							logging.getLogger()




def 		A						(  ):




			"""simple docstring"""


			UpperCAmelCase__		:Any 		=    argparse.ArgumentParser()
			parser.add_argument('-f'							)
			UpperCAmelCase__		:List[Any] 		=    parser.parse_args()
			return args.f




class 	UpperCamelCase__       (  UpperCAmelCase__):

						'''simple docstring'''



						def    A__       (  self	)  ->str:
									UpperCAmelCase__		:Optional[int] 		=    logging.StreamHandler(sys.stdout	)
									logger.addHandler(A	)

									UpperCAmelCase__		:List[str] 		=    self.get_auto_remove_tmp_dir()
									UpperCAmelCase__		:List[str] 		=    F"""
            run_glue_with_pabee.py
            --model_type albert
            --model_name_or_path albert-base-v2
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir {tmp_dir}
            --overwrite_output_dir
            --task_name mrpc
            --do_train
            --do_eval
            --per_gpu_train_batch_size=2
            --per_gpu_eval_batch_size=1
            --learning_rate=2e-5
            --max_steps=50
            --warmup_steps=2
            --seed=42
            --max_seq_length=128
            """.split()

									with patch.object(A  , 'argv'  , A	):
												UpperCAmelCase__		:Any 		=    run_glue_with_pabee.main()
												for value in result.values():
															self.assertGreaterEqual(A  , 0.75	)





