import qiskit







def  __UpperCamelCase    (						A ,							A							):
     UpperCamelCase__										=      qiskit.Aer.get_backend('''aer_simulator'''							)

     # Create a Quantum Circuit acting on the q register
     UpperCamelCase__										=      qiskit.QuantumCircuit(A ,							A							)

     # Apply X (NOT) Gate to Qubits 0 & 1
     circuit.x(0							)
     circuit.x(1							)

     # Map the quantum measurement to the classical bits
     circuit.measure([0, 1] ,							[0, 1]							)

     # Execute the circuit on the qasm simulator
     UpperCamelCase__										=      qiskit.execute(A ,							A ,							shots=1000							)

     # Return the histogram data of the results of the experiment.
     return job.result().get_counts(A							)


if __name__ == "__main__":
     __magic_name__								=single_qubit_measure(2, 2)
     print(f"""Total count for various states are: {counts}""")







from typing import Optional, Union

import torch
from torch import nn

from ...configuration_utils import ConfigMixin, register_to_config
from ...models.modeling_utils import ModelMixin



class     _A   (    __UpperCamelCase	, __UpperCamelCase							):






  @register_to_config
  def __init__(self   ,				SCREAMING_SNAKE_CASE_ = 768   ,				)		->      Tuple:





       '''simple docstring'''





       super().__init__()

       UpperCamelCase__										=      nn.Parameter(torch.zeros(1   ,				SCREAMING_SNAKE_CASE_	)	)
       UpperCamelCase__										=      nn.Parameter(torch.ones(1   ,				SCREAMING_SNAKE_CASE_	)	)






  def 		_a					(self   ,				SCREAMING_SNAKE_CASE_ = None   ,				SCREAMING_SNAKE_CASE_ = None   ,				)		->      Tuple:





       '''simple docstring'''





       UpperCamelCase__										=      nn.Parameter(self.mean.to(SCREAMING_SNAKE_CASE_	).to(SCREAMING_SNAKE_CASE_	)	)
       UpperCamelCase__										=      nn.Parameter(self.std.to(SCREAMING_SNAKE_CASE_	).to(SCREAMING_SNAKE_CASE_	)	)
       return self






  def 		_a					(self   ,				SCREAMING_SNAKE_CASE_	)		->      int:





       '''simple docstring'''





       UpperCamelCase__										=      (embeds - self.mean) * 1.0 / self.std
       return embeds






  def 		_a					(self   ,				SCREAMING_SNAKE_CASE_	)		->      int:





       '''simple docstring'''





       UpperCamelCase__										=      (embeds * self.std) + self.mean
       return embeds



