mars-project / mars-project/mars
Support constant folding in tensor graphs
Open
mod: tensor
type: feature
- Dominant language
- Python
- Stars
- 2.7k
- Forks
- 325
- PR merge metrics
- No merged PRs in 30d
Description
**Is your feature request related to a problem? Please describe.**
When input tensors are constants, for instance, ``TensorOnes``, ``TensorZeros`` or ``arange``, descendants of these tensors can be greatly simplified utilizing constant folding techniques.
Contributor guide
Research direction
No files, tests, or entry points are named. Start by locating the tensor graph implementation and the TensorOnes, TensorZeros, and arange constructors; clarify how descendants should be simplified and define completion around constant folding for those inputs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100