search

mlcommons / training_policies

Issues related to MLPerf™ training policies, including rules and suggested changes
https://mlcommons.org/en/groups/training
Apache License 2.0
92 stars 66 forks source link

Clarify rules around use of pretrained weights #316

Open jonathan-cohen-nvidia opened 4 years ago

jonathan-cohen-nvidia commented 4 years ago

General principle is that if you can, you should use pretrained weights provided by MLPerf (which should be hosted & indicated in the readme).

If you are unable to do so, you should submit anything necessary for an auditor to reproduce your pretrainining procedure.

For 0.7 I think we should just state the general principle with suggestions. For 0.8 we can make it more formal.

jonathan-cohen-nvidia commented 4 years ago

Submitted draft PR: https://github.com/mlperf/training_policies/pull/317

bitfort commented 4 years ago

SWG:

This has been merged. We would love cleared rules going forward.