Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:acceleration |
convergence
|
| gptkbp:defaultMomentumCoefficient |
0.9
|
| https://www.w3.org/2000/01/rdf-schema#label |
Momentum optimizer
|
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:Keras gptkb:PyTorch |
| gptkbp:improves |
gradient descent
|
| gptkbp:inspiredBy |
physics
|
| gptkbp:introduced |
gptkb:Rumelhart,_Hinton,_and_Williams
|
| gptkbp:introducedIn |
1986
|
| gptkbp:parameter |
learning rate
momentum coefficient |
| gptkbp:reduces |
oscillations
|
| gptkbp:relatedTo |
gptkb:Nesterov_accelerated_gradient
|
| gptkbp:updateRule |
velocity-based
|
| gptkbp:usedIn |
gptkb:machine_learning
deep learning |
| gptkbp:variant |
stochastic gradient descent
|
| gptkbp:bfsParent |
gptkb:Adam_optimizer
|
| gptkbp:bfsLayer |
5
|