workflow.ignite.handlers.learning_rate package¶

class workflow.ignite.handlers.learning_rate.LearningRateScheduler(optimizer, multiplicative_fn)[source]¶

learning_rate(step)[source]¶

attach(trainer)[source]¶

workflow.ignite.handlers.learning_rate.cyclical(length=100, relative_min=0.1)[source]¶: Also known as triangular, https://arxiv.org/pdf/1506.01186.pdf

workflow.ignite.handlers.learning_rate.decay(base)[source]¶

workflow.ignite.handlers.learning_rate.warmup(n_steps)[source]¶

workflow.ignite.handlers.learning_rate.zero_warmup(n_steps)[source]¶