open-mmlab/PowerPaint

Generating large pixel images is slow, how to optimize it

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#59 opened on Jul 10, 2024

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Description

For example: 2000 * 3000

Contributor guide

Research direction
Profile the model to identify bottlenecks when generating large images (e.g., 2000x3000). Focus on memory usage and inference time. Consider implementing techniques like tiled processing or model optimization to speed up generation.
Tech stack
python
Domain
aiperformance
Issue type
Performance
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
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.
Mostly clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70