Outputs deterministic pseudorandom random numbers from a binomial distribution.
tf.raw_ops.StatelessRandomBinomial( shape, seed, counts, probs, dtype=tf.dtypes.int64, name=None )
Outputs random values from a binomial distribution.
The outputs are a deterministic function of shape
, seed
, counts
, and probs
.
Args | |
---|---|
shape | A Tensor . Must be one of the following types: int32 , int64 . The shape of the output tensor. |
seed | A Tensor . Must be one of the following types: int32 , int64 . 2 seeds (shape [2]). |
counts | A Tensor . Must be one of the following types: half , float32 , float64 , int32 , int64 . The counts of the binomial distribution. Must be broadcastable with probs , and broadcastable with the rightmost dimensions of shape . |
probs | A Tensor . Must have the same type as counts . The probability of success for the binomial distribution. Must be broadcastable with counts and broadcastable with the rightmost dimensions of shape . |
dtype | An optional tf.DType from: tf.half, tf.float32, tf.float64, tf.int32, tf.int64 . Defaults to tf.int64 . The type of the output. |
name | A name for the operation (optional). |
Returns | |
---|---|
A Tensor of type dtype . |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/StatelessRandomBinomial