





from ...configuration_utils import PretrainedConfig
from ...utils import logging


_lowerCamelCase			       =      logging.get_logger(__name__)

_lowerCamelCase			       =      {
    'transfo-xl-wt103': 'https://huggingface.co/transfo-xl-wt103/resolve/main/config.json',
}







class 			__A       (      _UpperCamelCase  ):




						"""simple docstring"""







						UpperCAmelCase__						=      """transfo-xl"""
						UpperCAmelCase__						=      ["""mems"""]
						UpperCAmelCase__						=      {
						    """n_token""": """vocab_size""",
						    """hidden_size""": """d_model""",
						    """num_attention_heads""": """n_head""",
						    """num_hidden_layers""": """n_layer""",
						}


						def __init__(		self      ,							a__=26_7735      ,							a__=[2_0000, 4_0000, 20_0000]      ,							a__=1024      ,							a__=1024      ,							a__=16      ,							a__=64      ,							a__=4096      ,							a__=4      ,							a__=False      ,							a__=18      ,							a__=1600      ,							a__=1000      ,							a__=True      ,							a__=True      ,							a__=0      ,							a__=-1      ,							a__=True      ,							a__=0.1      ,							a__=0.0      ,							a__=True      ,							a__="normal"      ,							a__=0.01      ,							a__=0.01      ,							a__=0.02      ,							a__=1e-5      ,							a__=0      ,							**a__      ,							):



													"""simple docstring"""





													_lowerCamelCase							:     str	=		vocab_size
													_lowerCamelCase							:     int	=		[]
													self.cutoffs.extend(a__)
													if proj_share_all_but_first:
																				_lowerCamelCase							:     str	=		[False] + [True] * len(self.cutoffs)
													else:
																				_lowerCamelCase							:     Optional[Any]	=		[False] + [False] * len(self.cutoffs)
													_lowerCamelCase							:     Union[str, Any]	=		d_model
													_lowerCamelCase							:     int	=		d_embed
													_lowerCamelCase							:     Union[str, Any]	=		d_head
													_lowerCamelCase							:     int	=		d_inner
													_lowerCamelCase							:     str	=		div_val
													_lowerCamelCase							:     Dict	=		pre_lnorm
													_lowerCamelCase							:     Any	=		n_layer
													_lowerCamelCase							:     List[str]	=		n_head
													_lowerCamelCase							:     List[str]	=		mem_len
													_lowerCamelCase							:     Tuple	=		same_length
													_lowerCamelCase							:     Optional[Any]	=		attn_type
													_lowerCamelCase							:     str	=		clamp_len
													_lowerCamelCase							:     Optional[Any]	=		sample_softmax
													_lowerCamelCase							:     str	=		adaptive
													_lowerCamelCase							:     Optional[int]	=		dropout
													_lowerCamelCase							:     str	=		dropatt
													_lowerCamelCase							:     List[str]	=		untie_r
													_lowerCamelCase							:     Any	=		init
													_lowerCamelCase							:     Tuple	=		init_range
													_lowerCamelCase							:     Optional[int]	=		proj_init_std
													_lowerCamelCase							:     Tuple	=		init_std
													_lowerCamelCase							:     Tuple	=		layer_norm_epsilon
													super().__init__(eos_token_id=a__      ,							**a__)


						@property
						def 				__snake_case			(		self):



													"""simple docstring"""





													logger.info(F"""The model {self.model_type} is one of the few models that has no sequence length limit.""")
													return -1



						@max_position_embeddings.setter
						def 				__snake_case			(		self      ,							a__):



													"""simple docstring"""





													raise NotImplementedError(
													    F"""The model {self.model_type} is one of the few models that has no sequence length limit.""")








import unittest

from knapsack import knapsack as k







class 			__A       (      unittest.TestCase  ):




      """simple docstring"""







      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Dict	=		0
             _lowerCamelCase							:     int	=		[0]
             _lowerCamelCase							:     Optional[int]	=		[0]
             _lowerCamelCase							:     Dict	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							0)

             _lowerCamelCase							:     str	=		[60]
             _lowerCamelCase							:     List[str]	=		[10]
             _lowerCamelCase							:     List[Any]	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							0)


      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Union[str, Any]	=		3
             _lowerCamelCase							:     List[Any]	=		[1, 2, 3]
             _lowerCamelCase							:     Dict	=		[3, 2, 1]
             _lowerCamelCase							:     Any	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							5)



      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Optional[Any]	=		50
             _lowerCamelCase							:     Dict	=		[60, 100, 120]
             _lowerCamelCase							:     Dict	=		[10, 20, 30]
             _lowerCamelCase							:     Union[str, Any]	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							220)


if __name__ == "__main__":
       unittest.main()

