Dear @scRNAseqandscATACseqDataAnalysisDREAMChallengeParticipants @scRNAseqandscATACseqDataAnalysisDREAMChallengePreregistrants, This is a friendly reminder that starting today, the Final Round begins! You may now start submitting your models for final evaluation until **Wednesday, February 8th, 11:59 PM Pacific Time**. During the Final Round, your team will have **5 total valid submissions per task with 1 daily submission limit**. In order to facilitate improvements to participants? models, we have increased the runtime limit of each submission to **24h**. We highly encourage you to best utilize the provided [compute resources](https://www.synapse.org/#!Synapse:syn26720920/wiki/620141) to optimize your models. We are now also accepting **writeups** until **Wednesday, February 22th, 11:59 PM Pacific Time**. To be considered for consortium-level authorship, a writeup MUST be submitted and should include the Docker image(s) you?ve submitted to the challenge. Only one writeup is needed per team. For more information on how to submit your writeup, please follow the [Submission Tutorial (Writeup)](https://www.synapse.org/#!Synapse:syn26720921/wiki/615354). As always, if you have any questions, please do not hesitate to ask in the Discussion forum. We are very excited to look forward to your submissions! Best of luck, @scRNAseqandscATACseqDataAnalysisDREAMChallengeOrganizers