com.microsoft - SGDOptimizer#
SGDOptimizer - 1 (com.microsoft)#
Version
name: SGDOptimizer (GitHub)
domain: com.microsoft
since_version: 1
function:
support_level:
shape inference:
This version of the operator has been available since version 1 of domain com.microsoft.
Summary
Inputs
ETA (heterogeneous) - L: Learning Rate
W (heterogeneous) - T: Original weight(s)
G (heterogeneous) - T: Gradient of Weight(s)
Outputs
Between 0 and 2 outputs.
NW (optional, heterogeneous) - T: Updated weight(s)
NG (optional, heterogeneous) - T: Updated gradients(s)
Examples