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.

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

Reduce Checkpoint Model Size by 1/2 #14

Closed
sc199505 opened this issue Jun 4, 2020 · 3 comments
Closed

Reduce Checkpoint Model Size by 1/2 #14

sc199505 opened this issue Jun 4, 2020 · 3 comments
Labels
enhancement New feature or request Stale Stale and schedule for closing soon

Comments

@sc199505
Copy link

sc199505 commented Jun 4, 2020

Thank you for your work, When using your own data for training, we found that the generated weight file is about 52MB , but the provided model is only about 27MB, What's the difference?

@sc199505 sc199505 added the enhancement New feature or request label Jun 4, 2020
@github-actions
Copy link
Contributor

github-actions bot commented Jun 4, 2020

Hello @sc199505, thank you for your interest in our work! Please visit our Custom Training Tutorial to get started, and see our Google Colab Notebook, Docker Image, and GCP Quickstart Guide for example environments.

If this is a bug report, please provide screenshots and minimum viable code to reproduce your issue, otherwise we can not help you.

If this is a custom model or data training question, please note that Ultralytics does not provide free personal support. As a leader in vision ML and AI, we do offer professional consulting, from simple expert advice up to delivery of fully customized, end-to-end production solutions for our clients, such as:

  • Cloud-based AI surveillance systems operating on hundreds of HD video streams in realtime.
  • Edge AI integrated into custom iOS and Android apps for realtime 30 FPS video inference.
  • Custom data training, hyperparameter evolution, and model exportation to any destination.

For more information please visit https://www.ultralytics.com.

@glenn-jocher
Copy link
Member

yolov5/utils/utils.py

Lines 549 to 555 in 0362f10

def strip_optimizer(f='weights/best.pt'): # from utils.utils import *; strip_optimizer()
# Strip optimizer from *.pt files for lighter files (reduced by 1/2 size)
x = torch.load(f, map_location=torch.device('cpu'))
x['optimizer'] = None
torch.save(x, f)
print('Optimizer stripped from %s' % f)

@github-actions
Copy link
Contributor

github-actions bot commented Aug 1, 2020

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request Stale Stale and schedule for closing soon
Projects
None yet
Development

No branches or pull requests

2 participants