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[D] Deep Learning rack server suggestions

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:

Component Quantity
HPC 4u with space up to 8Gpus 1
Intel Skylake Xeon Gold Serie 6xxx o Power PC 9 2
32 Gb DDR4-2666 ECC REG 18
NVIDIA RTX 2080TI 4
Intel DC P4600 2TB NVMe PCIe 3.0 2
SATA3 2TB 6GB/s 7.200 RMP 1

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

submitted by /u/Gusinato95
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.