
'''simple docstring'''
from collections import OrderedDict
from typing import TYPE_CHECKING, Any, Mapping, Optional

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


if TYPE_CHECKING:
						from ... import FeatureExtractionMixin, TensorType

lowerCAmelCase					:    Tuple           = logging.get_logger(__name__)

lowerCAmelCase					:    int           = {
    'openai/imagegpt-small': '',
    'openai/imagegpt-medium': '',
    'openai/imagegpt-large': '',
}


class 			SCREAMING_SNAKE_CASE__      (     snake_case_):
				lowerCAmelCase_     			=							"""imagegpt"""
				lowerCAmelCase_     			=							["""past_key_values"""]
				lowerCAmelCase_     			=							{
				    """hidden_size""": """n_embd""",
				    """max_position_embeddings""": """n_positions""",
				    """num_attention_heads""": """n_head""",
				    """num_hidden_layers""": """n_layer""",
				}







				def __init__(       self						,				A_=512 + 1						,				A_=32 * 32						,				A_=512						,				A_=24						,				A_=8						,				A_=None						,				A_="quick_gelu"						,				A_=0.1						,				A_=0.1						,				A_=0.1						,				A_=1e-5						,				A_=0.02						,				A_=True						,				A_=True						,				A_=False						,				A_=False						,				A_=False						,				**A_						,				)->		str:







											'''simple docstring'''






											UpperCamelCase   			=     vocab_size
											UpperCamelCase   			=     n_positions
											UpperCamelCase   			=     n_embd
											UpperCamelCase   			=     n_layer
											UpperCamelCase   			=     n_head
											UpperCamelCase   			=     n_inner
											UpperCamelCase   			=     activation_function
											UpperCamelCase   			=     resid_pdrop
											UpperCamelCase   			=     embd_pdrop
											UpperCamelCase   			=     attn_pdrop
											UpperCamelCase   			=     layer_norm_epsilon
											UpperCamelCase   			=     initializer_range
											UpperCamelCase   			=     scale_attn_weights
											UpperCamelCase   			=     use_cache
											UpperCamelCase   			=     scale_attn_by_inverse_layer_idx
											UpperCamelCase   			=     reorder_and_upcast_attn
											UpperCamelCase   			=     tie_word_embeddings

											super().__init__(tie_word_embeddings=A_						,				**A_     )


class 			SCREAMING_SNAKE_CASE__      (     snake_case_):







				@property
				def 						UpperCAmelCase_    (       self     )->		Mapping[str, Mapping[int, str]]:







											'''simple docstring'''






											return OrderedDict(
											    [
											        ('input_ids', {0: 'batch', 1: 'sequence'}),
											    ]     )







				def 						UpperCAmelCase_    (       self						,				A_						,				A_ = 1						,				A_ = -1						,				A_ = False						,				A_ = None						,				A_ = 3						,				A_ = 32						,				A_ = 32						,				)->		Mapping[str, Any]:







											'''simple docstring'''






											UpperCamelCase   			=     self._generate_dummy_images(A_						,				A_						,				A_						,				A_     )
											UpperCamelCase   			=     dict(preprocessor(images=A_						,				return_tensors=A_     )     )

											return inputs






import secrets
from random import shuffle
from string import ascii_letters, ascii_lowercase, ascii_uppercase, digits, punctuation


def      UpperCamelCase   (       __lowerCamelCase	:					int = 8       ):
       snake_case			:  int     							= ascii_letters + digits + punctuation
       return "".join(secrets.choice(__lowerCamelCase       ) for _ in range(__lowerCamelCase       )       )


def      UpperCamelCase   (       __lowerCamelCase	:					str							,   __lowerCamelCase	:					int       ):
       # Password Generator = full boot with random_number, random_letters, and
       # random_character FUNCTIONS
       # Put your code here...
       i -= len(__lowerCamelCase       )
       snake_case			:  Any     							= i // 3
       snake_case			:  Optional[int]     							= i % 3
       # chars = chars_incl + random_letters(ascii_letters, i / 3 + remainder) +
       #     random_number(digits, i / 3) + random_characters(punctuation, i / 3)
       snake_case			:  Tuple     							= (
           chars_incl
           + random(__lowerCamelCase							,   quotient + remainder       )
           + random(__lowerCamelCase							,   __lowerCamelCase       )
           + random(__lowerCamelCase							,   __lowerCamelCase       )
       )
       snake_case			:  Optional[Any]     							= list(__lowerCamelCase       )
       shuffle(__lowerCamelCase       )
       return "".join(__lowerCamelCase       )

       # random is a generalised function for letters, characters and numbers


def      UpperCamelCase   (       __lowerCamelCase	:					str							,   __lowerCamelCase	:					int       ):
       return "".join(secrets.choice(__lowerCamelCase       ) for _ in range(__lowerCamelCase       )       )


def      UpperCamelCase   (       __lowerCamelCase	:					List[str]							,   __lowerCamelCase	:					str       ):
       pass  # Put your code here...


def      UpperCamelCase   (       __lowerCamelCase	:					Optional[int]							,   __lowerCamelCase	:					List[str]       ):
       pass  # Put your code here...


def      UpperCamelCase   (       __lowerCamelCase	:					Any							,   __lowerCamelCase	:					List[Any]       ):
       pass  # Put your code here...


def      UpperCamelCase   (       __lowerCamelCase	:					str							,   __lowerCamelCase	:					int = 8       ):

       if len(__lowerCamelCase       ) < min_length:
              # Your Password must be at least 8 characters long
              return False

       snake_case			:  Dict     							= any(char in ascii_uppercase for char in password       )
       snake_case			:  Optional[int]     							= any(char in ascii_lowercase for char in password       )
       snake_case			:  str     							= any(char in digits for char in password       )
       snake_case			:  str     							= any(char in punctuation for char in password       )

       return upper and lower and num and spec_char
       # Passwords should contain UPPERCASE, lowerase
       # numbers, and special characters


def      UpperCamelCase   (       ):
       snake_case			:  int     							= int(input("Please indicate the max length of your password: "       ).strip()       )
       snake_case			:  Union[str, Any]     							= input(
           "Please indicate the characters that must be in your password: "       ).strip()
       print("Password generated:"							,   password_generator(__lowerCamelCase       )       )
       print(
           "Alternative Password generated:"							,   alternative_password_generator(__lowerCamelCase							,   __lowerCamelCase       )							,   )
       print("[If you are thinking of using this passsword, You better save it.]"       )


if __name__ == "__main__":
   main()





