tensorflow-0.1.0.0: TensorFlow bindings.

Safe HaskellNone
LanguageHaskell2010

TensorFlow.Nodes

Synopsis

Documentation

class Nodes t where Source

Types that contain ops which can be run.

Methods

getNodes :: t -> Build (Set NodeName) Source

Instances

Nodes ControlNode Source 
Nodes t => Nodes [t] Source 
(Nodes t1, Nodes t2) => Nodes (t1, t2) Source 
Nodes (Tensor v a) Source 
(Nodes t1, Nodes t2, Nodes t3) => Nodes (t1, t2, t3) Source 

class Nodes t => Fetchable t a where Source

Types that tensor representations (e.g. Tensor, ControlNode) can be fetched into.

Includes collections of tensors (e.g. tuples).

Methods

getFetch :: t -> Build (Fetch a) Source

Instances

(~) * a () => Fetchable ControlNode a Source 
Fetchable t a => Fetchable [t] [a] Source 
(TensorType a, (~) * a a') => Fetchable (Tensor v a) (Scalar a') Source 
(TensorType a, (~) * a a') => Fetchable (Tensor v a) (Vector a') Source 
(Fetchable t1 a1, Fetchable t2 a2) => Fetchable (t1, t2) (a1, a2) Source 
(Fetchable t1 a1, Fetchable t2 a2, Fetchable t3 a3) => Fetchable (t1, t2, t3) (a1, a2, a3) Source 

data Fetch a Source

Fetch action. Keeps track of what needs to be fetched and how to decode the fetched data.

Constructors

Fetch 

Fields

fetches :: Set Text

Nodes to fetch

fetchRestore :: Map Text TensorData -> a

Function to create an a from the fetched data.

nodesUnion :: (Monoid b, Traversable t, Applicative f) => t (f b) -> f b Source

fetchTensorVector :: forall a v. TensorType a => Tensor v a -> Build (Fetch (Shape, Vector a)) Source

newtype Scalar a Source

Constructors

Scalar 

Fields

unScalar :: a
 

Instances