[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:
|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?