Can't use any cache plugin

Upon activating Membership 2, the caching stopped. I also activated network protection in wp-config.
I thought I had all plugin problems sorted out especially by going multisite - and now I can't get any caching plugin to work. Tried WP Super Cache, W3, Cachify, Comet Cache (did the best job but still slow).