DGX Nightly Benchmark run 20210311

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:38327' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.03.0+6.ge734fc3d
simple
4.453e-01 +/- 8.075e-02
shuffle
2.169e+01 +/- 6.355e-01
rand_access
8.98e-03 +/- 2.367e-03
anom_mean
1.127e+02 +/- 3.285e+00

Raw Values

simple
[0.47387362 0.48992562 0.45066094 0.22573733 0.45141721 0.51323247
0.46922469 0.46931005 0.5189414 0.3910594 ]
shuffle
[20.89300537 20.67146254 21.52227902 22.68595219 21.51515222 21.31424403
22.37655115 22.19538236 21.41405845 22.29920983]
rand_access
[0.00801802 0.00974846 0.01125908 0.00892615 0.01088238 0.01001024
0.00290203 0.00758934 0.0113771 0.00908375]
anom_mean
[111.62894988 111.63793635 111.9401865 112.53408217 121.95574617
110.75826359 111.3757453 113.13168597 113.10842252 109.02393937]

Dask Profiles

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

Scheduler Execution Graph