Conduct a step-wise decay to adjust the update. See https://neptune.ai/blog/how-to-choose-a-learning-rate-scheduler

Conduct a step-wise decay to adjust the update. See https://neptune.ai/blog/how-to-choose-a-learning-rate-scheduler

Usage

step_size_control_decay_steps(drop_rate = 0.1, every_iter = 10)

Arguments

drop_rate

(numeric(1)) The rate indicating how much the learning rate is reduced after each every_iter.

every_iter

(integer(1)) Number indicates after how many iterations the learning rate is reduced by drop_rate.

Value

The step size as number.