sjSDM control object
sjSDMControl(
optimizer = RMSprop(),
scheduler = 0,
lr_reduce_factor = 0.99,
early_stopping_training = 0,
mixed = FALSE
)List with the following fields:
Function which returns an optimizer.
Logical, use scheduler or not.
Integer, number of epochs to wait before applying plateau scheduler.
Numerical, learning rate reduce factor.
Logical, use mixed training or not.
Numerical, early stopping after n epochs.
object of type RMSprop, Adamax, SGD, AccSGD, madgrad, or AdaBound
reduce lr on plateau scheduler or not (0 means no scheduler, > 0 number of epochs before reducing learning rate)
factor to reduce learning rate in scheduler
number of epochs without decrease in training loss before invoking early stopping (0 means no early stopping).
mixed (half-precision) training or not. Only recommended for GPUs > 2000 series