


import unittest

from diffusers import FlaxAutoencoderKL
from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax

from .test_modeling_common_flax import FlaxModelTesterMixin


if is_flax_available():
							import jax

@require_flax
class  __A       (  _SCREAMING_SNAKE_CASE      ,   unittest.TestCase      ):
				__A								=			FlaxAutoencoderKL


				@property
				def _snake_case    (						self							):
								lowerCamelCase			=4
								lowerCamelCase			=3
								lowerCamelCase			=(32, 32)

								lowerCamelCase			=jax.random.PRNGKey(0							)
								lowerCamelCase			=jax.random.uniform(UpperCAmelCase_				,	((batch_size, num_channels) + sizes)							)

								return {"sample": image, "prng_key": prng_key}


				def _snake_case    (						self							):
								lowerCamelCase			={
								    """block_out_channels""": [32, 64],
								    """in_channels""": 3,
								    """out_channels""": 3,
								    """down_block_types""": ["""DownEncoderBlock2D""", """DownEncoderBlock2D"""],
								    """up_block_types""": ["""UpDecoderBlock2D""", """UpDecoderBlock2D"""],
								    """latent_channels""": 4,
								}
								lowerCamelCase			=self.dummy_input
								return init_dict, inputs_dict












import qiskit





def        _lowercase   (  _UpperCAmelCase     , _UpperCAmelCase			)  ->					qiskit.result.counts.Counts:
				lowerCamelCase			=qiskit.Aer.get_backend("""aer_simulator"""			)

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

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

				# Execute the circuit on the simulator
				lowerCamelCase			=qiskit.execute(_UpperCAmelCase     , _UpperCAmelCase     , shots=10_00			)

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


if __name__ == "__main__":
							print(F"Total count for various states are: {single_qubit_measure(1, 1)}")





