Dell PowerEdge C4140 Deep Learning Performance Comparison - Scale-up vs. Scale - Page 10

In order to see whether Dell EMC PowerEdge servers can meet the raw Flop numbers indicated

Page 10 highlights

Deep Learning Performance: Scale-up vs Scale-out Figure 4 : GPU performance - Half-precision [7] In order to see whether Dell EMC PowerEdge servers can meet the raw Flop numbers indicated in the charts above, we approached the problem by breaking it up into different sections. The picture below better illustrates how we are approaching this testing. Architectures & Technologies 3 2 1 Figure 5: Machine Learning Stack Dell EMC | Infrastructure Solutions Group 9

  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33
  • 34
  • 35
  • 36
  • 37
  • 38
  • 39
  • 40
  • 41
  • 42
  • 43
  • 44
  • 45
  • 46
  • 47
  • 48
  • 49
  • 50
  • 51
  • 52
  • 53

Deep Learning Performance: Scale-up vs Scale-out
Architectures & Technologies
Dell
EMC
| Infrastructure Solutions Group
9
Figure 4 : GPU performance - Half-precision
[7]
In order to see whether Dell EMC PowerEdge servers can meet the raw Flop numbers indicated
in the charts above, we approached the problem by breaking it up into different sections. The
picture below better illustrates how we are approaching this testing.
Figure 5: Machine Learning Stack
1
2
3