
'''simple docstring'''





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


lowerCamelCase__	=							logging.get_logger(__name__)

lowerCamelCase__	=							{
    "google/realm-cc-news-pretrained-embedder": (
        "https://huggingface.co/google/realm-cc-news-pretrained-embedder/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-encoder": (
        "https://huggingface.co/google/realm-cc-news-pretrained-encoder/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-scorer": (
        "https://huggingface.co/google/realm-cc-news-pretrained-scorer/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-openqa": (
        "https://huggingface.co/google/realm-cc-news-pretrained-openqa/aresolve/main/config.json"
    ),
    "google/realm-orqa-nq-openqa": "https://huggingface.co/google/realm-orqa-nq-openqa/resolve/main/config.json",
    "google/realm-orqa-nq-reader": "https://huggingface.co/google/realm-orqa-nq-reader/resolve/main/config.json",
    "google/realm-orqa-wq-openqa": "https://huggingface.co/google/realm-orqa-wq-openqa/resolve/main/config.json",
    "google/realm-orqa-wq-reader": "https://huggingface.co/google/realm-orqa-wq-reader/resolve/main/config.json",
    # See all REALM models at https://huggingface.co/models?filter=realm
}







class        lowerCAmelCase__      (   __lowercase	):
						UpperCamelCase_							: Dict	=		"""realm"""

						def __init__(			self       ,							a=3_05_22       ,							a=7_68       ,							a=1_28       ,							a=12       ,							a=12       ,							a=8       ,							a=30_72       ,							a="gelu_new"       ,							a=0.1       ,							a=0.1       ,							a=5_12       ,							a=2       ,							a=0.02       ,							a=1e-12       ,							a=2_56       ,							a=10       ,							a=1e-3       ,							a=5       ,							a=3_20       ,							a=13_35_37_18       ,							a=50_00       ,							a=1       ,							a=0       ,							a=2       ,							**a       ,							)					->      Dict:


								'''simple docstring'''

								super().__init__(pad_token_id=a       ,							bos_token_id=a       ,							eos_token_id=a       ,							**a				)

								# Common config
								_UpperCamelCase						    =	vocab_size
								_UpperCamelCase						    =	max_position_embeddings
								_UpperCamelCase						    =	hidden_size
								_UpperCamelCase						    =	retriever_proj_size
								_UpperCamelCase						    =	num_hidden_layers
								_UpperCamelCase						    =	num_attention_heads
								_UpperCamelCase						    =	num_candidates
								_UpperCamelCase						    =	intermediate_size
								_UpperCamelCase						    =	hidden_act
								_UpperCamelCase						    =	hidden_dropout_prob
								_UpperCamelCase						    =	attention_probs_dropout_prob
								_UpperCamelCase						    =	initializer_range
								_UpperCamelCase						    =	type_vocab_size
								_UpperCamelCase						    =	layer_norm_eps

								# Reader config
								_UpperCamelCase						    =	span_hidden_size
								_UpperCamelCase						    =	max_span_width
								_UpperCamelCase						    =	reader_layer_norm_eps
								_UpperCamelCase						    =	reader_beam_size
								_UpperCamelCase						    =	reader_seq_len

								# Retrieval config
								_UpperCamelCase						    =	num_block_records
								_UpperCamelCase						    =	searcher_beam_size





def 							__A(lowerCAmelCase						,  lowerCAmelCase )		->				tuple[float, float]:

		"""simple docstring"""






		if not len(lowerCAmelCase ) == len(lowerCAmelCase ) == 3:
				raise ValueError("""Please enter a valid equation.""" )
		if equationa[0] == equationa[1] == equationa[0] == equationa[1] == 0:
				raise ValueError("""Both a & b of two equations can't be zero.""" )

		# Extract the coefficients
		_UpperCamelCase    ,	_UpperCamelCase    ,	_UpperCamelCase						    =	equationa
		_UpperCamelCase    ,	_UpperCamelCase    ,	_UpperCamelCase						    =	equationa

		# Calculate the determinants of the matrices
		_UpperCamelCase						    =	aa * ba - aa * ba
		_UpperCamelCase						    =	ca * ba - ca * ba
		_UpperCamelCase						    =	aa * ca - aa * ca

		# Check if the system of linear equations has a solution (using Cramer's rule)
		if determinant == 0:
				if determinant_x == determinant_y == 0:
						raise ValueError("""Infinite solutions. (Consistent system)""" )
				else:
						raise ValueError("""No solution. (Inconsistent system)""" )
		else:
				if determinant_x == determinant_y == 0:
						# Trivial solution (Inconsistent system)
						return (0.0, 0.0)
				else:
						_UpperCamelCase						    =	determinant_x / determinant
						_UpperCamelCase						    =	determinant_y / determinant
						# Non-Trivial Solution (Consistent system)
						return (x, y)



