ARTIST-Association / ARTIST-Association/ARTIST
Reproducibility Mode
- Dominant language
- Python
- Stars
- 12
- Forks
- 8
- PR merge metrics
- No merged PRs in 30d
Description
**Is your feature request related to a problem? Please describe.**
Currently, it may be difficult to reproduce results in ``ARTIST``.
**Describe the solution you'd like**
``ARTIST`` should have a reproducibility mode, which automatically sets all seeds from `Python`, `Numpy`, and `Torch` to a predefined value and activates the ``torch.use_deterministic_algorithms()`` function.
Contributor guide
Research direction
The issue names no files, entry points, or tests. Start by tracing ARTIST's initialization and execution flow to find where Python, NumPy, and Torch randomness are configured. Determine how a reproducibility option would be exposed, then verify that a predefined seed enables deterministic Torch algorithms and produces repeatable results across runs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-graphics, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100