tf.raw_ops.DataServiceDatasetV3

Creates a dataset that reads data from the tf.data service.

tf.raw_ops.DataServiceDatasetV3(
    dataset_id,
    processing_mode,
    address,
    protocol,
    job_name,
    consumer_index,
    num_consumers,
    max_outstanding_requests,
    iteration_counter,
    output_types,
    output_shapes,
    uncompress_fn,
    task_refresh_interval_hint_ms=-1,
    data_transfer_protocol='',
    target_workers='AUTO',
    uncompress=False,
    cross_trainer_cache_options='',
    name=None
)

dataset_idA Tensor of type int64.
processing_modeA Tensor of type string.
addressA Tensor of type string.
protocolA Tensor of type string.
job_nameA Tensor of type string.
consumer_indexA Tensor of type int64.
num_consumersA Tensor of type int64.
max_outstanding_requestsA Tensor of type int64.
iteration_counterA Tensor of type resource.
output_typesA list of tf.DTypes that has length >= 1.
output_shapesA list of shapes (each a tf.TensorShape or list of ints) that has length >= 1.
uncompress_fnA function decorated with @Defun.
task_refresh_interval_hint_msAn optional int. Defaults to -1.
data_transfer_protocolAn optional string. Defaults to "".
target_workersAn optional string. Defaults to "AUTO".
uncompressAn optional bool. Defaults to False.
cross_trainer_cache_optionsAn optional string. Defaults to "".
nameA name for the operation (optional).

A Tensor of type variant.