Safe Haskell	None
Language	Haskell2010

TensorFlow.Output

Contents

Ops

Synopsis

Documentation

newtype ControlNode Source

A type of graph node which has no outputs. These nodes are valuable for causing side effects when they are run.

Constructors

ControlNode
Fields unControlNode :: Op

Instances

BuildOp ControlNode Source
OpResult ControlNode Source
Nodes ControlNode Source
(~) * a () => Fetchable ControlNode a Source

newtype Device Source

A device that a node can be assigned to. There's a naming convention where the device names are constructed from job and replica names.

Constructors

Device
Fields deviceName :: Text

Instances

Eq Device Source
Ord Device Source
Show Device Source
IsString Device Source

Ops

newtype NodeName Source

The name of a node in the graph. This corresponds to the proto field NodeDef.name. Includes the scope prefix (if any) and a unique identifier (if the node was implicitly named).

Constructors

NodeName
Fields unNodeName :: Text

Instances

Eq NodeName Source
Ord NodeName Source
Show NodeName Source

data Op Source

The representation of a node in a TensorFlow graph.

Constructors

Rendered !NodeDef	Properties are fixed, including the device, name, and scope.
Unrendered !OpDef	Properties are not fixed, and may change depending on which context this op is rendered in.

Instances

Eq Op Source
Ord Op Source
Show Op Source

opUnrendered :: Traversal' Op OpDef Source

Traverse on the Unrendered of an Op.

Same implementation as _Left.

data OpDef Source

Op definition. This corresponds somewhat to the NodeDef proto.

Constructors

OpDef
Fields _opName :: !PendingNodeName _opType :: !OpType _opAttrs :: !(Map Text AttrValue) _opInputs :: [Output] _opControlInputs :: [NodeName]

Instances

Eq OpDef Source
Ord OpDef Source

opName :: Lens' OpDef PendingNodeName Source

opType :: Lens' OpDef OpType Source

opAttr :: Attribute a => Text -> Lens' OpDef a Source

opInputs :: Lens' OpDef [Output] Source

opControlInputs :: Lens' OpDef [NodeName] Source

newtype OpType Source

The type of op of a node in the graph. This corresponds to the proto field NodeDef.op.

Constructors

OpType
Fields unOpType :: Text

Instances

Eq OpType Source
Ord OpType Source
Show OpType Source
IsString OpType Source

newtype OutputIx Source

Constructors

OutputIx
Fields unOutputIx :: Int

Instances

Enum OutputIx Source
Eq OutputIx Source
Num OutputIx Source
Ord OutputIx Source
Show OutputIx Source

data Output Source

An output of a TensorFlow node.

Constructors

Output !OutputIx !Op

Instances

Eq Output Source
Ord Output Source
Show Output Source
IsString Output Source

output :: OutputIx -> Op -> Output Source

outputIndex :: Lens' Output OutputIx Source

outputOp :: Lens' Output Op Source

data PendingNodeName Source

The name specified for an unrendered Op. If an Op has an ImplicitName, it will be assigned based on the opType plus a unique identifier. Does not contain the "scope" prefix.

Constructors

ExplicitName !Text
ImplicitName

Instances

Eq PendingNodeName Source
Ord PendingNodeName Source
Show PendingNodeName Source

newtype ResourceHandle a Source

Opaque handle to a mutable resource in the graph. Typical such resources are variables. The type parameter corresponds to the dtype of the tensor held in the variable.

Constructors

ResourceHandle Output

Instances

BuildOp (ResourceHandle a) Source
OpResult (ResourceHandle a) Source
BuildOp f => BuildOp (ResourceHandle a -> f) Source