DGX Nightly Benchmark run 20210316

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:40785' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.03.0+11.g7c6709fd
simple
8.401e-01 +/- 8.838e-01
shuffle
2.612e+01 +/- 1.394e+00
rand_access
1.07e-02 +/- 1.143e-03
anom_mean
1.349e+02 +/- 6.106e+00

Raw Values

simple
[0.55163349 0.50660688 0.52087914 0.52857481 0.52876235 0.54936532
3.49018369 0.55237856 0.56177594 0.6110253 ]
shuffle
[23.68037656 24.3027052 25.76129627 26.00121146 26.34319555 27.68563492
27.5378516 24.95809543 27.96796135 26.9989873 ]
rand_access
[0.0084285 0.01127988 0.01130628 0.01047987 0.01200432 0.00987438
0.01209081 0.00919091 0.01092512 0.01141736]
anom_mean
[144.46164477 132.32764784 130.47899401 131.42663354 131.91580793
132.32586058 133.68305333 131.58628612 149.16487129 131.47851204]

Dask Profiles

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

Scheduler Execution Graph