Hello ML, my research lab just received a grant (25K €) for purchasing new hardware and we would like some recommendation so we can build the best deep learning rack. The team consists of 10-15 members. Our work involves different deep learning disciplines from images and videos to text or graphs.

We already have some servers with one or two GPU each shared between a few people and that worked out perfectly. Now we want to install a powerful rack with a setup similar to the DevBox spending all our budget. Our proposal, written one year ago:

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Do you guys have any suggestion for a good/cost-efficient setup or some requirements that we must meet when configuring our rack server setup?

Thanks