Skip to content

Instantly share code, notes, and snippets.

@byronyi

byronyi/experiments.md

Created February 24, 2016 06:49
Show Gist options
  • Save byronyi/ec15ccef5a547a9dccb2 to your computer and use it in GitHub Desktop.
Save byronyi/ec15ccef5a547a9dccb2 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
experiments.md
  • Parameter split: number of parameter servers
  • Input Split: number of workers
  • Staleness: number of iterations

5M parameters, 5M instances, 30 iterations, 0 staleness, 2 PS, 5 worker

time: 4:14 appid: application_1453379488095_0319

50M parameters, 5M instances, 30 iterations, 0 staleness, 2 PS, 5 worker

time: 9:17 appid: application_1453379488095_0321

50M parameters, 5M instances, 30 iterations, 0 staleness, 10 PS, 5 worker

time: 6:55 appid: application_1453379488095_0323

50M parameters, 5M instances, 30 iterations, 0 staleness, 10 PS, 10 worker

time: 5:20 appid: application_1453379488095_0324

5M parameters, 5M instances, 30 iterations, 5 staleness, 2 PS, 5 worker

time: 3:44 appid: application_1453379488095_0325

50M parameters, 5M instances, 30 iterations, 5 staleness, 2 PS, 5 worker

time: 4:44 appid: application_1453379488095_0326

50M parameters, 5M instances, 30 iterations, 5 staleness, 10 PS, 10 worker

time: 4:25 appid: application_1453379488095_0327

100M parameters, 5M instances, 30 iterations, 0 staleness, 10 PS, 10 worker

time: 7:40 appid: application_1453379488095_0328

100M parameters, 5M instances, 30 iterations, 5 staleness, 10 PS, 10 worker

time: 3:30 appid: application_1453379488095_0329

200M parameters, 5M instances, 30 iterations, 0 staleness, 10 PS, 10 worker

time: (stalled on iteration 0, more than 1 hour) appid: application_1453379488095_0330

200M parameters, 5M instances, 30 iterations, 5 staleness, 10 PS, 10 worker

time: (stalled on iteration 6, more than 20 minutes) appid: application_1453379488095_0331

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment