tf.raw_ops.StatelessRandomBinomial

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.