DGX Nightly Benchmark run 20210302

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:33045' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.02.0+19.g2c5d2cf8
simple
5.444e-01 +/- 2.069e-02
shuffle
2.311e+01 +/- 7.749e-01
rand_access
1.126e-02 +/- 3.011e-03
anom_mean
1.148e+02 +/- 1.224e+00

Raw Values

simple
[0.5417738 0.52301311 0.54996347 0.50971317 0.52796435 0.57765865
0.56801772 0.53506684 0.56803107 0.54289198]
shuffle
[22.47795129 23.2310164 22.03354836 22.66762161 22.76789379 23.37374544
22.50527167 23.21516752 23.94105983 24.83710909]
rand_access
[0.00792789 0.01077199 0.00982928 0.01231098 0.00841665 0.01178956
0.01072693 0.01100707 0.01039743 0.01942635]
anom_mean
[117.16461754 114.14733028 114.17368674 112.94335389 113.18310213
116.15616226 114.78257823 114.637465 115.37110257 115.37475801]

Dask Profiles

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

Scheduler Execution Graph