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# Copyright (c) ONNX Project Contributors
# SPDX-License-Identifier: Apache-2.0
from onnx.helper import np_dtype_to_tensor_dtype
from onnx.reference.ops._op_common_random import _CommonRandom
class Bernoulli(_CommonRandom):
def _run(self, x, dtype=None, seed=None): # type: ignore
if dtype is None:
dtype = np_dtype_to_tensor_dtype(x.dtype)
dtype = self._dtype(x, dtype=dtype, dtype_first=True)
state = self._get_state(seed)
res = state.binomial(1, p=x).astype(dtype)
return (res.astype(dtype),)
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