https://github.com/kaushikcfd/feinsum

Database approach for generating near-roofline Einstein Summation kernels.
https://github.com/kaushikcfd/feinsum

code-generation einstein-summation gpu linear-algebra multidimensional-arrays opencl python sql tensor-contraction tensors

Last synced: 17 days ago
JSON representation

Database approach for generating near-roofline Einstein Summation kernels.

• Host: GitHub
• URL: https://github.com/kaushikcfd/feinsum
• Owner: kaushikcfd
• License: mit
• Created: 2022-01-25T05:39:24.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-07-30T17:15:21.000Z (over 1 year ago)
• Last Synced: 2023-07-30T17:41:04.773Z (over 1 year ago)
• Topics: code-generation, einstein-summation, gpu, linear-algebra, multidimensional-arrays, opencl, python, sql, tensor-contraction, tensors
• Language: Python
• Homepage: https://feinsum.readthedocs.io/
• Size: 1.2 MB
• Stars: 2
• Watchers: 4
• Forks: 2
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.rst
  • License: LICENSE.txt

Awesome Lists containing this project

README

        
## feinsum







![Continuous integration](https://github.com/kaushikcfd/feinsum/actions/workflows/ci.yml/badge.svg)

![PyPI version](https://img.shields.io/pypi/v/feinsum)

### What is feinsum?

*Feinsum*, short for Fast-Einstein Summations, provides tools for managing

databases of code-transformations on *Batched Einstein Summations*. Unlike

typical computational primitive libraries that ship optimized computational

kernel in source or binary form, *feinsum* records code-transformations from

a trivial schedule, resulting in relative savings from not having to flush the

operands to the DRAM.

### Links

- Install as [`pip install feinsum`](https://pypi.org/project/loopy).

- Read the documentation at .

- Source-code, Issue Management at .