A queue that randomizes the order of elements.
tf.raw_ops.RandomShuffleQueue(
component_types, shapes=[], capacity=-1, min_after_dequeue=0, seed=0, seed2=0,
container='', shared_name='', name=None
)
Args |
|---|
component_types
|
A list of tf.DTypes that has length >= 1.
The type of each component in a value.
|
shapes
|
An optional list of shapes (each a tf.TensorShape or list of ints). Defaults to [].
The shape of each component in a value. The length of this attr must
be either 0 or the same as the length of component_types. If the length of
this attr is 0, the shapes of queue elements are not constrained, and
only one element may be dequeued at a time.
|
capacity
|
An optional int. Defaults to -1.
The upper bound on the number of elements in this queue.
Negative numbers mean no limit.
|
min_after_dequeue
|
An optional int. Defaults to 0.
Dequeue will block unless there would be this
many elements after the dequeue or the queue is closed. This
ensures a minimum level of mixing of elements.
|
seed
|
An optional int. Defaults to 0.
If either seed or seed2 is set to be non-zero, the random number
generator is seeded by the given seed. Otherwise, a random seed is used.
|
seed2
|
An optional int. Defaults to 0.
A second seed to avoid seed collision.
|
container
|
An optional string. Defaults to "".
If non-empty, this queue is placed in the given container.
Otherwise, a default container is used.
|
shared_name
|
An optional string. Defaults to "".
If non-empty, this queue will be shared under the given name
across multiple sessions.
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A Tensor of type mutable string.
|
