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Deep Learning Performance: Scale-up vs Scale-out
Architectures & Technologies Dell EMC | Infrastructure Solutions Group
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CPU2CPU1
x16
x16
x16
x16
UPI
Configuration B
PCIe Switch
x16
X16
IO
Slot
X16
IO
Slot
V100
PCIe
V100
PCIe
V100
PCIe
V100
PCIe
Figure 10 : PowerEdge C4140 Configuration B
5.2 PowerEdge R740/R740xd
The PowerEdge R740/R740xd is a general-purpose platform with highly expandable memory (up
to 3TB) and impressive I/O capability to match both read-intensive and write-intensive
operations. The R740 is capable of handling demanding workloads and applications such as data
warehouses, E-commerce, databases, high-performance computing (HPC), and Deep learning
workloads.
Figure 11 below shows the topology connection for CPU: GPU in PowerEdge R740/R740xd server.
PCIe