Added parallel inference support to FrameSet #161
Merged
Conversation
This file contains 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
added 2 commits
November 24, 2023 20:30
|
Are you adding some tests? |
added 2 commits
December 4, 2023 14:12
Good catch. I added one to exercise the new code |
pappacena
reviewed
Dec 5, 2023
added 3 commits
December 7, 2023 19:22
pappacena
approved these changes
Dec 11, 2023
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Added a threadpool to allow concurrent inference requests. Parallelism, allows us to use LandingEdge pipelining ability (i.e. decode and process images while running inference on GPU). It also maximizes throughput on devices with multiple GPUs.
As part of this work I had to modify the Timer class to be able to support concurrency