Before revision:  Collectively, the POLL problem setting, the Firehose datasets, and the ConGraD algorithm enable  reproducible research on web-scale continual learning.
After revision:  Collectively, the POLL problem setting, the Firehose datasets, and the ConGraD algorithm enable a complete benchmark for reproducible research on web-scale continual learning.