TensorFlow computation graph

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf computational graph
gptkbp:canBeVisualizedWith gptkb:TensorBoard
gptkbp:consistsOf edges
nodes
gptkbp:edge gptkb:Tensor
gptkbp:enables optimization
serialization
automatic differentiation
parallel computation
device placement
gptkbp:executedBy TensorFlow session
gptkbp:exportedTo GraphDef
https://www.w3.org/2000/01/rdf-schema#label TensorFlow computation graph
gptkbp:introducedIn TensorFlow 1.0
gptkbp:purpose define data flow
represent mathematical computations
gptkbp:replacedBy eager execution (in TensorFlow 2.0)
gptkbp:type gptkb:execution
variable
constant
gptkbp:usedBy gptkb:TensorFlow
gptkbp:bfsParent gptkb:DAG_(Directed_Acyclic_Graph)
gptkbp:bfsLayer 8