
'''simple docstring'''






def lowerCamelCase__      (						__lowerCamelCase	:							Any							):







   '''simple docstring'''




   _UpperCAmelCase       :       int							   =current_set.copy()
   for row_index, row in enumerate(__lowerCAmelCase							):
      _UpperCAmelCase       :       Optional[Any]							   =row[0]
      for column_index, column in enumerate(__lowerCAmelCase							):
         if magnitude == 0:
            _UpperCAmelCase       :       Optional[int]							   =column
            continue
         _UpperCAmelCase       :       str							   =column / magnitude
    # Subtract to cancel term
   _UpperCAmelCase       :       Optional[Any]							   =current_set[0]
   _UpperCAmelCase       :       Any							   =[first_row]
   _UpperCAmelCase       :       Optional[Any]							   =current_set[1::]
   for row in current_set:
      _UpperCAmelCase       :       Tuple							   =[]
      # If first term is 0, it is already in form we want, so we preserve it
      if row[0] == 0:
         final_set.append(__lowerCAmelCase							)
         continue
      for column_index in range(len(__lowerCAmelCase							)							):
         temp_row.append(first_row[column_index] - row[column_index]							)
      final_set.append(__lowerCAmelCase							)
   # Create next recursion iteration set
   if len(final_set[0]							) != 3:
      _UpperCAmelCase       :       Any							   =final_set[0]
      _UpperCAmelCase       :       str							   =[]
      _UpperCAmelCase       :       str							   =[]
      for row in final_set[1::]:
         current_first_column.append(row[0]							)
         next_iteration.append(row[1::]							)
      _UpperCAmelCase       :       int							   =simplify(__lowerCAmelCase							)
      for i in range(len(__lowerCAmelCase							)							):
         resultant[i].insert(0	,   current_first_column[i]							)
      resultant.insert(0	,   __lowerCAmelCase							)
      _UpperCAmelCase       :       Dict							   =resultant
   return final_set





def lowerCamelCase__      (						__lowerCamelCase	:							List[str]							):







   '''simple docstring'''




   if len(__lowerCAmelCase							) == 0:
      raise IndexError('solve_simultaneous() requires n lists of length n+1'							)
   _UpperCAmelCase       :       Tuple							   =len(__lowerCAmelCase							) + 1
   if any(len(__lowerCAmelCase							) != _length for item in equations							):
      raise IndexError('solve_simultaneous() requires n lists of length n+1'							)
   for row in equations:
      if any(not isinstance(__lowerCAmelCase	,   (int, float)							) for column in row							):
         raise ValueError('solve_simultaneous() requires lists of integers'							)
   if len(__lowerCAmelCase							) == 1:
      return [equations[0][-1] / equations[0][0]]
   _UpperCAmelCase       :       Tuple							   =equations.copy()
   if any(0 in row for row in data_set							):
      _UpperCAmelCase       :       int							   =data_set.copy()
      _UpperCAmelCase       :       List[Any]							   =[]
      for row_index, row in enumerate(__lowerCAmelCase							):
         if 0 not in row:
            _UpperCAmelCase       :       str							   =data_set.pop(__lowerCAmelCase							)
            break
      if not full_row:
         raise ValueError('solve_simultaneous() requires at least 1 full equation'							)
      data_set.insert(0	,   __lowerCAmelCase							)
   _UpperCAmelCase       :       Union[str, Any]							   =data_set.copy()
   _UpperCAmelCase       :       Optional[int]							   =simplify(__lowerCAmelCase							)
   _UpperCAmelCase       :       List[str]							   =simplified[::-1]
   _UpperCAmelCase       :       list							   =[]
   for row in simplified:
      _UpperCAmelCase       :       List[Any]							   =row[-1]
      if not solutions:
         if row[-2] == 0:
            solutions.append(0							)
            continue
         solutions.append(current_solution / row[-2]							)
         continue
      _UpperCAmelCase       :       Any							   =row.copy()[: len(__lowerCAmelCase							) - 1 :]
      while temp_row[0] == 0:
         temp_row.pop(0							)
      if len(__lowerCAmelCase							) == 0:
         solutions.append(0							)
         continue
      _UpperCAmelCase       :       Any							   =temp_row[1::]
      _UpperCAmelCase       :       Optional[Any]							   =temp_row[::-1]
      for column_index, column in enumerate(__lowerCAmelCase							):
         current_solution -= column * solutions[column_index]
      solutions.append(__lowerCAmelCase							)
   _UpperCAmelCase       :       int							   =[]
   for item in solutions:
      final.append(float(round(__lowerCAmelCase	,   5							)							)							)
   return final[::-1]


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 lowercase							=[
     [2, 1, 1, 1, 1, 4],
     [1, 2, 1, 1, 1, 5],
     [1, 1, 2, 1, 1, 6],
     [1, 1, 1, 2, 1, 7],
     [1, 1, 1, 1, 2, 8],
 ]
 print(solve_simultaneous(eq))
 print(solve_simultaneous([[4, 2]]))





'''simple docstring'''






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


lowercase							=logging.get_logger(__name__)

lowercase							={
    'vinvino02/glpn-kitti': 'https://huggingface.co/vinvino02/glpn-kitti/resolve/main/config.json',
    # See all GLPN models at https://huggingface.co/models?filter=glpn
}






class  __magic_name__							(		lowerCAmelCase    ):
       UpperCAmelCase										="glpn"






       def __init__(      self  ,							snake_case=3  ,							snake_case=4  ,							snake_case=[2, 2, 2, 2]  ,							snake_case=[8, 4, 2, 1]  ,							snake_case=[3_2, 6_4, 1_6_0, 2_5_6]  ,							snake_case=[7, 3, 3, 3]  ,							snake_case=[4, 2, 2, 2]  ,							snake_case=[1, 2, 5, 8]  ,							snake_case=[4, 4, 4, 4]  ,							snake_case="gelu"  ,							snake_case=0.0  ,							snake_case=0.0  ,							snake_case=0.02  ,							snake_case=0.1  ,							snake_case=1E-6  ,							snake_case=6_4  ,							snake_case=1_0  ,							snake_case=-1  ,							**snake_case  ,							)						->  Tuple:




          '''simple docstring'''
          super().__init__(**snake_case)

          _UpperCAmelCase       :       Any							   =num_channels
          _UpperCAmelCase       :       List[str]							   =num_encoder_blocks
          _UpperCAmelCase       :       Optional[Any]							   =depths
          _UpperCAmelCase       :       str							   =sr_ratios
          _UpperCAmelCase       :       Dict							   =hidden_sizes
          _UpperCAmelCase       :       List[str]							   =patch_sizes
          _UpperCAmelCase       :       Any							   =strides
          _UpperCAmelCase       :       List[str]							   =mlp_ratios
          _UpperCAmelCase       :       Dict							   =num_attention_heads
          _UpperCAmelCase       :       List[str]							   =hidden_act
          _UpperCAmelCase       :       int							   =hidden_dropout_prob
          _UpperCAmelCase       :       List[Any]							   =attention_probs_dropout_prob
          _UpperCAmelCase       :       Union[str, Any]							   =initializer_range
          _UpperCAmelCase       :       Tuple							   =drop_path_rate
          _UpperCAmelCase       :       str							   =layer_norm_eps
          _UpperCAmelCase       :       Optional[int]							   =decoder_hidden_size
          _UpperCAmelCase       :       List[str]							   =max_depth
          _UpperCAmelCase       :       Dict							   =head_in_index

