DGX Nightly Benchmark run 20210312

[quasiben]

Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:40473' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.03.0+7.gbd65bef6
simple
4.129e-01 +/- 1.311e-01
shuffle
2.231e+01 +/- 1.238e+00
rand_access
9.235e-03 +/- 3.568e-03
anom_mean
1.092e+02 +/- 8.379e-01

Raw Values

simple
[0.46283841 0.23052859 0.45694828 0.46599984 0.48360109 0.23461032
0.43728399 0.66962433 0.44016385 0.24720645]
shuffle
[21.20708585 23.49208069 21.08361006 21.12294674 24.07429385 21.45230985
22.58265519 24.5914216 21.73692989 21.71535015]
rand_access
[0.00784326 0.00962114 0.01064897 0.00969481 0.01066709 0.0111661
0.01044965 0.00332642 0.01581788 0.00311017]
anom_mean
[110.05891871 108.08714056 109.59347796 109.13610578 109.27017641
108.4659791 108.36192346 108.52227712 110.74237704 110.10129642]

Dask Profiles

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

Scheduler Execution Graph