Safe Haskell	None
Language	Haskell2010

TensorFlow.Nodes

Synopsis

class Nodes t where
- getNodes :: t -> Build (Set NodeName)
class Nodes t => Fetchable t a where
- getFetch :: t -> Build (Fetch a)
data Fetch a = Fetch {
- fetches :: Set Text
- fetchRestore :: Map Text TensorData -> a
}
nodesUnion :: (Monoid b, Traversable t, Applicative f) => t (f b) -> f b
fetchTensorVector :: forall a v. TensorType a => Tensor v a -> Build (Fetch (TensorData a))

Documentation

class Nodes t where Source #

Types that contain ops which can be run.

Methods

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

Instances

Instances details

Nodes ControlNode Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: ControlNode -> Build (Set NodeName) Source #
Nodes t => Nodes [t] Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: [t] -> Build (Set NodeName) Source #
Nodes t => Nodes (Maybe t) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: Maybe t -> Build (Set NodeName) Source #
(Nodes t1, Nodes t2) => Nodes (t1, t2) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: (t1, t2) -> Build (Set NodeName) Source #
(Nodes (f a), Nodes (ListOf f as)) => Nodes (ListOf f (a ': as)) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: ListOf f (a ': as) -> Build (Set NodeName) Source #
Nodes (ListOf f ('[] :: [Type])) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: ListOf f '[] -> Build (Set NodeName) Source #
Nodes (Tensor v a) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: Tensor v a -> Build (Set NodeName) Source #
(Nodes t1, Nodes t2, Nodes t3) => Nodes (t1, t2, t3) Source #
Instance details Defined in TensorFlow.Nodes Methods getNodes :: (t1, t2, t3) -> Build (Set NodeName) 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

Instances details

a ~ () => Fetchable ControlNode a Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: ControlNode -> Build (Fetch a) Source #
Fetchable t a => Fetchable [t] [a] Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: [t] -> Build (Fetch [a]) Source #
Fetchable t a => Fetchable (Maybe t) (Maybe a) Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: Maybe t -> Build (Fetch (Maybe a)) Source #
l ~ List ('[] :: [Type]) => Fetchable (ListOf f ('[] :: [Type])) l Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: ListOf f '[] -> Build (Fetch l) Source #
(TensorType a, TensorDataType s a, a ~ a') => Fetchable (Tensor v a) (s a') Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: Tensor v a -> Build (Fetch (s a')) Source #
(TensorType a, a ~ a') => Fetchable (Tensor v a) (TensorData a') Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: Tensor v a -> Build (Fetch (TensorData a')) Source #
(Fetchable t1 a1, Fetchable t2 a2) => Fetchable (t1, t2) (a1, a2) Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: (t1, t2) -> Build (Fetch (a1, a2)) Source #
(Fetchable (f t) a, Fetchable (ListOf f ts) (List as), i ~ Identity) => Fetchable (ListOf f (t ': ts)) (ListOf i (a ': as)) Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: ListOf f (t ': ts) -> Build (Fetch (ListOf i (a ': as))) Source #
(Fetchable t1 a1, Fetchable t2 a2, Fetchable t3 a3) => Fetchable (t1, t2, t3) (a1, a2, a3) Source #
Instance details Defined in TensorFlow.Nodes Methods getFetch :: (t1, t2, t3) -> Build (Fetch (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.

Instances

Instances details

Functor Fetch Source #
Instance details Defined in TensorFlow.Nodes Methods fmap :: (a -> b) -> Fetch a -> Fetch b # (<$) :: a -> Fetch b -> Fetch a #
Applicative Fetch Source #
Instance details Defined in TensorFlow.Nodes Methods pure :: a -> Fetch a # (<>) :: Fetch (a -> b) -> Fetch a -> Fetch b # liftA2 :: (a -> b -> c) -> Fetch a -> Fetch b -> Fetch c # (>) :: Fetch a -> Fetch b -> Fetch b # (<*) :: Fetch a -> Fetch b -> Fetch a #

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

fetchTensorVector :: forall a v. TensorType a => Tensor v a -> Build (Fetch (TensorData a)) Source #