mindspore2022/docs/api/api_python/nn_probability/mindspore.nn.probability.di...

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mindspore.nn.probability.distribution.Bernoulli
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.. py:class:: mindspore.nn.probability.distribution.Bernoulli(probs=None, seed=None, dtype=mstype.int32, name='Bernoulli')
伯努利分布Bernoulli Distribution
离散随机分布,取值范围为 :math:`\{0, 1\}` ,概率质量函数为 :math:`P(X = 0) = p, P(X = 1) = 1-p`
**参数:**
- **probs** (float, list, numpy.ndarray, Tensor) - 结果是1的概率。默认值None。
- **seed** (int) - 采样时使用的种子。如果为None则使用全局种子。默认值None。
- **dtype** (mindspore.dtype) - 采样结果的数据类型。默认值mindspore.int32.
- **name** (str) - 分布的名称。默认值:'Bernoulli'。
.. note::
`probs` 中元素必须是合适的概率0<p<1
**异常:**
- **ValueError** - `probs` 中元素小于0或大于1。
.. py:method:: probs
返回结果为1的概率。
**返回:**
Tensor, 结果为1的概率。