Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Repeat inference experiments to obtain confidence interval of elapsed time #18

Open
snoop2head opened this issue Dec 5, 2021 · 1 comment
Open

Repeat inference experiments to obtain confidence interval of elapsed time #18

snoop2head opened this issue Dec 5, 2021 · 1 comment

Comments

@snoop2head
Copy link
Owner

snoop2head commented Dec 5, 2021 •
edited
Loading

For the inference experiments, get following times for each pretrained models

  • Data Loading
  • Profiling
  • Forward passing

Repeat the inference experiments since time elapsed has discrepancy according to CPU cores utilized through time.
Suggested by @hihellohowareyou
@snoop2head
Copy link
Owner Author

snoop2head commented Dec 6, 2021 •
edited
Loading

Extension of issue #14

Display distribution of primary indices for lightweight models

  • inference time(CUDA and CPU time)
  • FLOPS
  • number of hyperparams
  • number of layers

@snoop2head snoop2head mentioned this issue Dec 6, 2021
Closed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@snoop2head