Normally this is "VISIBLE" unless you are inheriting a different value from another ApiDef.

Hide this op by putting it into an internal namespace (or whatever is appropriate in the target language).

Do not include this op in the generated API.

Publicly visible in the API.

Data types that all computation devices are expected to be capable to support.

Do not use! These are only for parameters.

Not a legal value for DataType.

`MEAN`: Take the arithmetic mean ("average") of the updates across replicas.

`NONE`: This is the default, giving an error if you use a variable-update operation with multiple replicas.

`ONLY_FIRST_REPLICA`: This is for when every replica is performing the same update, but we only want to perform the update once.

`SUM`: Add the updates across replicas.

`AUTO`: Indicates that the synchronization will be determined by the current `DistributionStrategy` (eg.

`NONE`: Indicates that there will only be one copy of the variable, so there is no need to sync.

`ON_READ`: Indicates that the variable will be aggregated across devices when it is read (eg.

`ON_WRITE`: Indicates that the variable will be updated across devices every time it is written.

An allocation/de-allocation operation performed by the allocator.

Used to specify and override the default API & behavior in the generated code for client languages, from what you would get from the OpDef alone.

Description of the graph-construction-time configuration of this Op.

If you specify any endpoint, this will replace all of the inherited endpoints.

Protocol buffer representing the value for an attr used to configure an Op.

LINT.IfChange.

Inputs of this node.

Outputs of this node.

A 'device' is a physical entity in the system and is comprised of several resources.

A function can be instantiated when the runtime can bind every attr with a value.

Attributes for function arguments.

A library is a set of named functions.

GradientDef defines the gradient function of a function defined in a function library.

This represents a file/line location in the source code.

This represents a stack trace which is a ordered list of `FileLineCol`.

Represents the graph of operations.

Protocol buffer representing a handle to a tensorflow resource.

Serialization format for histogram module in core/lib/histogram/histogram.h.

A collection of KernelDefs.

For memory tracking.

A list of attr names and their values.

Time/size stats recorded for a single execution of a graph node.

Output sizes recorded for a single execution of a graph node.

Defines an operation.

For describing inputs and outputs.

Description of the graph-construction-time configuration of this Op.

Information about version-dependent deprecation of an op.

A collection of OpDefs.

For serializing and restoring the state of ReaderBase, see reader_base.h for details.

Protocol buffer representing a handle to a tensorflow resource.

A 'resource' generally is a specific computation component on a device.

Protocol buffer representing a handle to a tensorflow resource.

Protocol buffer representing a pair of (data type, tensor shape).

A Summary is a set of named values to be displayed by the visualizer.

Metadata associated with a series of Summary data.

A SummaryMetadata encapsulates information on which plugins are able to make use of a certain summary value.

Protocol buffer representing a tensor.

Dimensions of a tensor.

One dimension of the tensor.

Can only be interpreted if you know the corresponding TensorShape.

Extent of the slice in one dimension.

A 'Trace' contains metadata for the individual traces of a system.

Protocol buffer representing a Variable.

Protocol buffer representing the serialization format of DT_VARIANT tensors.

Version information for a piece of serialized data There are different types of versions for each type of data (GraphDef, etc.), but they all have the same common shape described here.

(== suppress_warning documentation-presence ==) LINT.IfChange.

Indicates how a distributed variable will be aggregated.

Indicates when a distributed variable will be synced.