DGX Nightly Benchmark run 20210323

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:34667' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.03.0+22.g2ca82c01
simple
5.653e-01 +/- 2.819e-02
shuffle
2.775e+01 +/- 2.088e+00
rand_access
1.459e-02 +/- 1.259e-02
anom_mean
1.082e+02 +/- 1.462e+00

Raw Values

simple
[0.56979805 0.54139622 0.5177581 0.52951218 0.60028652 0.58074642
0.56507068 0.5647274 0.56969071 0.61360503]
shuffle
[27.95517103 26.31068145 26.56002967 32.09061405 25.02927266 25.80638943
30.55723476 26.84784676 28.8809704 27.48835342]
rand_access
[0.00948068 0.00940035 0.01050852 0.01083578 0.01054282 0.01063542
0.00997696 0.0120705 0.01017979 0.05228633]
anom_mean
[107.76325505 108.24565658 108.10769936 106.42280182 107.99309418
108.33229485 106.84017018 109.34635637 111.78673699 106.80892501]

Dask Profiles

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

Scheduler Execution Graph