See docstring in shuffle_batch_join for more details.
Args
tensors_list
A list of tuples or dictionaries of tensors to enqueue.
batch_size
An integer. The new batch size pulled from the queue.
capacity
An integer. The maximum number of elements in the queue.
min_after_dequeue
Minimum number elements in the queue after a
dequeue, used to ensure a level of mixing of elements.
keep_input
A bool Tensor. This tensor controls whether the input is
added to the queue or not. If it is a scalar and evaluates True, then
tensors are all added to the queue. If it is a vector and enqueue_many
is True, then each example is added to the queue only if the
corresponding value in keep_input is True. This tensor essentially
acts as a filtering mechanism.
seed
Seed for the random shuffling within the queue.
enqueue_many
Whether each tensor in tensor_list_list is a single
example.
shapes
(Optional) The shapes for each example. Defaults to the
inferred shapes for tensors_list[i].
allow_smaller_final_batch
(Optional) Boolean. If True, allow the final
batch to be smaller if there are insufficient items left in the queue.
shared_name
(optional). If set, this queue will be shared under the given
name across multiple sessions.
name
(Optional) A name for the operations.
Returns
A list or dictionary of tensors with the same number and types as
tensors_list[i].
Raises
ValueError
If the shapes are not specified, and cannot be
inferred from the elements of tensors_list.
eager compatibility
Input pipelines based on Queues are not supported when eager execution is
enabled. Please use the tf.data API to ingest data under eager execution.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-10-06 UTC."],[],[]]