Allow sharing of initializers between sessions.#5092
Merged
pranavsharma merged 12 commits intomasterfrom Sep 21, 2020
Merged
Conversation
pranavsharma
force-pushed
the
share_weights
branch
from
e3cb779 to
b42d231
Compare
RandySheriffH
previously approved these changes
Sep 10, 2020
skottmckay
reviewed
Sep 10, 2020
skottmckay
reviewed
Sep 10, 2020
skottmckay
reviewed
Sep 10, 2020
skottmckay
reviewed
Sep 10, 2020
pranavsharma
force-pushed
the
share_weights
branch
from
cf29976 to
997ff10
Compare
Moved AddInitializer logic to internal session options Added tests for owned buffer Clarified documentation Fix bug where memory info and not device was getting compared
pranavsharma
force-pushed
the
share_weights
branch
from
997ff10 to
1307db6
Compare
pranavsharma
changed the title
snnn
previously approved these changes
Sep 19, 2020
skottmckay
reviewed
Sep 21, 2020
skottmckay
reviewed
Sep 21, 2020
skottmckay
reviewed
Sep 21, 2020
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
5 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Description: Allow sharing of initializers between sessions.
NB: This is not intended for 1.5 release.
Motivation and Context
LUIS team produces many models that share the initializers. They would like the ability to share them across sessions for efficiency. They've tested the changes e2e.
Design: https://microsoft-my.sharepoint.com/:w:/p/prs/EUi_AfiH5RNMtkO3up6hndYBoICNa4GWyu9Mp7It8k-Yzw?e=xVfF5L