huggingface/diffusers

Make `FlaxLMSDiscreteScheduler` jittable

Open

#2,180 opened on Jan 31, 2023

View on GitHub
 (8 comments) (2 reactions) (0 assignees)Python (4,562 forks)batch import
good first issue

Repository metrics

Stars
 (22,190 stars)
PR merge metrics
 (Avg merge 14d 10h) (101 merged PRs in 30d)

Description

Please, see discussion in #2155. I was under the wrong assumption that FlaxLMSDiscreteScheduler had been made jittable as part of #1661, but it never was.

Contributor guide

Research direction
Investigate the FlaxLMSDiscreteScheduler implementation to identify operations incompatible with JAX's JIT compilation, such as dynamic control flow or non static shapes, and refactor them to be jittable.
Tech stack
python
Domain
machine learningai
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonJAX
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40