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ModelUserA40 vs. A100
 tensorflow-gpu AI applicationvhelmno difference

python3, matrix operations with with numpy (fat) vs cupy (gpu)

sviquera







Disk Access

NVMe: Infinniband GPFS: albedo


albedoollie
Applicationusernode internal
/tmp (NVMe)
100 Gb Infiniband
/albedo (GPFS)
10 Gb Ethernet
/isibhv (NVMe)

node internal
/tmp (SSD)

100 Gb Omnipath
/
work (BeeGFS)

10 Gb Ethernet
/isibhv (NVMe)

idmvhelm~9 sec10~13 sec8~11 sec
spikes up to 181 sec
27~29 sec27~37 sec29~60 sec
spikes up to 98 sec
ls # default with stat/color
ls -f
directory with
30000 entires
0.08 sec
0.19 sec
0.04 sec
6~15 sec
0.03 sec
0.2 sec
0.1 sec
0.4 sec
0.2 sec
1.6 sec
0.08 sec
0.3~0.7 sec








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Runtime compared with ollie

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