A mutable Tensor. Must be one of the following types: float32, float64, int32, uint8, int16, int8, complex64, int64, qint8, quint8, qint32, bfloat16, qint16, quint16, uint16, complex128, half, uint32, uint64.
Should be from a Variable().
m
A mutable Tensor. Must have the same type as var.
Should be from a Variable().
v
A mutable Tensor. Must have the same type as var.
Should be from a Variable().
beta1_power
A Tensor. Must have the same type as var.
Must be a scalar.
lr
A Tensor. Must have the same type as var.
Scaling factor. Must be a scalar.
beta1
A Tensor. Must have the same type as var.
Momentum factor. Must be a scalar.
beta2
A Tensor. Must have the same type as var.
Momentum factor. Must be a scalar.
epsilon
A Tensor. Must have the same type as var.
Ridge term. Must be a scalar.
grad
A Tensor. Must have the same type as var. The gradient.
use_locking
An optional bool. Defaults to False.
If True, updating of the var, m, and v tensors will be protected
by a lock; otherwise the behavior is undefined, but may exhibit less
contention.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-01-23 UTC."],[],[]]