DGX Nightly Benchmark run 20210304

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:41827' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.02.0+23.g074bc480
simple
5.193e-01 +/- 3.358e-02
shuffle
2.386e+01 +/- 1.595e+00
rand_access
1.058e-02 +/- 9.205e-04
anom_mean
1.129e+02 +/- 7.568e-01

Raw Values

simple
[0.51627779 0.53072166 0.47783065 0.48633146 0.51653838 0.5774951
0.58252716 0.50489187 0.50020194 0.50009465]
shuffle
[22.03635645 23.84562731 28.0200901 22.7917397 22.75440121 23.0005064
23.19840384 24.41633868 23.70222139 24.82126665]
rand_access
[0.00934458 0.0094173 0.01062298 0.01222396 0.00992656 0.01012897
0.01191878 0.01048279 0.01048994 0.01125169]
anom_mean
[113.18577266 113.37302017 112.20585799 114.06311321 111.74486542
112.92424536 113.88785958 111.78221321 112.75300074 112.98207307]

Dask Profiles

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

Scheduler Execution Graph