Skip to content

Sd example opt#261

Merged
mrwyattii merged 13 commits into
masterfrom
SD-example-opt
Jun 14, 2023
Merged

Sd example opt#261
mrwyattii merged 13 commits into
masterfrom
SD-example-opt

Conversation

@PareesaMS
Copy link
Copy Markdown
Contributor

@PareesaMS PareesaMS commented Apr 6, 2023 •
edited
Loading

Applies optimization to the SD example:

  • Adds opt_percentage argument which determines which percentage of the iterations to be optimized. For instance opt_percentage = 0 means no optimization and opt_percentage = 20 means %20 of the iterations to be optimized
  • Adds prompt and guidance scale as input arguments
  • The SD pipeline is extracted from the HF library and replaces with the local version which includes the optimization: local_pipeline_stable_diffusion.py
  • The optimization includes limiting the noise computation to only conditional noise for the optimized iterations. This cuts the UNET computation in half for those iterations.

@PareesaMS PareesaMS marked this pull request as ready for review April 12, 2023 23:50
yaozhewei
yaozhewei suggested changes Jun 8, 2023
View reviewed changes
Comment thread inference/huggingface/stable-diffusion/test-stable-diffusion.py Outdated
mrwyattii
mrwyattii approved these changes Jun 14, 2023
View reviewed changes
Comment thread inference/huggingface/stable-diffusion/test-stable-diffusion.py Outdated
@mrwyattii mrwyattii merged commit 353603d into master Jun 14, 2023
@mrwyattii mrwyattii deleted the SD-example-opt branch June 14, 2023 23:32
hwchen2017 pushed a commit that referenced this pull request Jun 8, 2025
@PareesaMS @Pareesa
Sd example opt (#261)
73dbbda 
Co-authored-by: Pareesa <pgolnari@gmail.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@jeffra jeffra Awaiting requested review from jeffra

@samyam samyam Awaiting requested review from samyam

@tjruwase tjruwase Awaiting requested review from tjruwase tjruwase is a code owner

@ShadenSmith ShadenSmith Awaiting requested review from ShadenSmith

@conglongli conglongli Awaiting requested review from conglongli

@awan-10 awan-10 Awaiting requested review from awan-10

@cli99 cli99 Awaiting requested review from cli99

@eltonzheng eltonzheng Awaiting requested review from eltonzheng

@minjiaz minjiaz Awaiting requested review from minjiaz

@RezaYazdaniAminabadi RezaYazdaniAminabadi Awaiting requested review from RezaYazdaniAminabadi

@duli2012 duli2012 Awaiting requested review from duli2012

@arashb arashb Awaiting requested review from arashb

@xiaoxiawu-microsoft xiaoxiawu-microsoft Awaiting requested review from xiaoxiawu-microsoft

2 more reviewers

@yaozhewei yaozhewei yaozhewei requested changes

@mrwyattii mrwyattii mrwyattii approved these changes

Reviewers whose approvals may not affect merge requirements

Assignees

No one assigned

Labels

None yet

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

4 participants

@PareesaMS @mrwyattii @yaozhewei @Pareesa