DGX Nightly Benchmark run 20210402

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:36573' processes=10 threads=10, memory=503.79 GiB>
Distributed Version: 2021.04.0
simple
5.133e-01 +/- 3.015e-02
shuffle
2.278e+01 +/- 9.577e-01
rand_access
1.026e-02 +/- 1.154e-03
anom_mean
1.032e+02 +/- 1.136e+00

Raw Values

simple
[0.52372798 0.51874325 0.51138763 0.49053126 0.55328659 0.53017979
0.56643282 0.46770999 0.49147569 0.47909195]
shuffle
[21.12231356 22.52451041 21.6214508 24.09851612 24.01578618 23.88553275
22.33656675 23.11626018 22.31331001 22.79680096]
rand_access
[0.00740168 0.01041125 0.01076836 0.01100344 0.00970448 0.00951812
0.01199817 0.01033892 0.01079087 0.01063 ]
anom_mean
[101.9081098 102.58186312 103.02682409 105.3180839 102.59476113
102.52342434 105.39732678 103.43423816 102.44427163 102.93056833]

Dask Profiles

• Shuffle
  Profile
• Random Access
  Profile
• Simple
  Profile
• Anom
  Mean

Scheduler Execution Graph