Looks like they're keeping all their options open, report via Financial Times

The FT reported that they have started informal talks about joining the TPP in a bid to boost post-Brexit exports. After the US pulled out, the TPP mainly revolves around countries like Canada, Mexico, and Japan.

However, EU rules state that Britain can't agree on new trade deals prior to leaving the European Union in March 2019.