





'''simple docstring'''






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


__UpperCamelCase					    =	logging.get_logger(__name__)

__UpperCamelCase					    =	{
    "uclanlp/visualbert-vqa": "https://huggingface.co/uclanlp/visualbert-vqa/resolve/main/config.json",
    "uclanlp/visualbert-vqa-pre": "https://huggingface.co/uclanlp/visualbert-vqa-pre/resolve/main/config.json",
    "uclanlp/visualbert-vqa-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-vqa-coco-pre/resolve/main/config.json"
    ),
    "uclanlp/visualbert-vcr": "https://huggingface.co/uclanlp/visualbert-vcr/resolve/main/config.json",
    "uclanlp/visualbert-vcr-pre": "https://huggingface.co/uclanlp/visualbert-vcr-pre/resolve/main/config.json",
    "uclanlp/visualbert-vcr-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-vcr-coco-pre/resolve/main/config.json"
    ),
    "uclanlp/visualbert-nlvr2": "https://huggingface.co/uclanlp/visualbert-nlvr2/resolve/main/config.json",
    "uclanlp/visualbert-nlvr2-pre": "https://huggingface.co/uclanlp/visualbert-nlvr2-pre/resolve/main/config.json",
    "uclanlp/visualbert-nlvr2-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-nlvr2-coco-pre/resolve/main/config.json"
    )
    # See all VisualBERT models at https://huggingface.co/models?filter=visual_bert
}




class  _A (					__lowercase		):
		lowercase__:   Optional[Any]				     =   '''visual_bert'''

		def __init__(   self					:   Union[str, Any]  ,      __magic_name__					:   Any=3_05_22  ,      __magic_name__					:   Union[str, Any]=7_68  ,      __magic_name__					:   Any=5_12  ,      __magic_name__					:   Dict=12  ,      __magic_name__					:   Optional[Any]=12  ,      __magic_name__					:   Optional[Any]=30_72  ,      __magic_name__					:   Tuple="gelu"  ,      __magic_name__					:   Any=0.1  ,      __magic_name__					:   Optional[Any]=0.1  ,      __magic_name__					:   List[str]=5_12  ,      __magic_name__					:   int=2  ,      __magic_name__					:   str=0.02  ,      __magic_name__					:   Dict=1E-12  ,      __magic_name__					:   Any=False  ,      __magic_name__					:   List[str]=True  ,      __magic_name__					:   Union[str, Any]=1  ,      __magic_name__					:   Dict=0  ,      __magic_name__					:   Union[str, Any]=2  ,      **__magic_name__					:   Tuple  ,      )					->    str:


					"""simple docstring"""

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

					__snake_case					:      Dict							      =     vocab_size
					__snake_case					:      Tuple							      =     max_position_embeddings
					__snake_case					:      int							      =     hidden_size
					__snake_case					:      Dict							      =     visual_embedding_dim
					__snake_case					:      Tuple							      =     num_hidden_layers
					__snake_case					:      str							      =     num_attention_heads
					__snake_case					:      str							      =     intermediate_size
					__snake_case					:      int							      =     hidden_act
					__snake_case					:      Tuple							      =     hidden_dropout_prob
					__snake_case					:      int							      =     attention_probs_dropout_prob
					__snake_case					:      List[str]							      =     initializer_range
					__snake_case					:      Optional[Any]							      =     type_vocab_size
					__snake_case					:      Union[str, Any]							      =     layer_norm_eps
					__snake_case					:      Any							      =     bypass_transformer
					__snake_case					:      Dict							      =     special_visual_initialize








"""simple docstring"""






import qiskit







def 	_snake_case     (							lowercase__ = 2						):
				_lowerCamelCase	:     Optional[Any]       =       qubits

				# Using Aer's simulator
				_lowerCamelCase	:     Dict       =       qiskit.Aer.get_backend('aer_simulator'						)

				# Creating a Quantum Circuit acting on the q register
				_lowerCamelCase	:     Dict       =       qiskit.QuantumCircuit(lowercase__				,       lowercase__						)

				# Adding a H gate on qubit 0 (now q0 in superposition)
				circuit.h(0						)

				for i in range(1				,       lowercase__						):
								# Adding CX (CNOT) gate
								circuit.cx(i - 1				,       lowercase__						)

				# Mapping the quantum measurement to the classical bits
				circuit.measure(list(range(lowercase__						)						)				,       list(range(lowercase__						)						)						)

				# Now measuring any one qubit would affect other qubits to collapse
				# their super position and have same state as the measured one.

				# Executing the circuit on the simulator
				_lowerCamelCase	:     Optional[Any]       =       qiskit.execute(lowercase__				,       lowercase__				,       shots=1000						)

				return job.result().get_counts(lowercase__						)


if __name__ == "__main__":
			print(F"Total count for various states are: {quantum_entanglement(3)}")