https://github.com/turtlesoupy/pyskip
Preview Release: numpy-like tensor library accelerated by run-length compressible math
https://github.com/turtlesoupy/pyskip
Last synced: about 1 year ago
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Preview Release: numpy-like tensor library accelerated by run-length compressible math
- Host: GitHub
- URL: https://github.com/turtlesoupy/pyskip
- Owner: turtlesoupy
- License: mit
- Created: 2020-06-11T02:22:13.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2022-11-22T06:10:42.000Z (over 3 years ago)
- Last Synced: 2025-06-04T21:53:55.229Z (about 1 year ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 74.1 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 30
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# PySkip
## Summary
A PyTorch-like tensor library which maintains end-to-end
run-length compression to reduce operator costs and memory
pressure. With highly compressible tensors
like Minecraft voxel grids we achieve near-GPU like performance
for convolutions.
\
*Highlighting compressible runs within a minecraft voxel grid*
## To install as a Python extension
```bash
> pip install .
```
## To build and run tests
```bash
> python -m venv .venv/
> source .venv/Scripts/activate
> pip install -r requirements.txt
> python tools/build.py
```
## System requirements
1. Python >=3.6
2. C++ compiler toolchain
3. CMake
4. CUDA toolkit (optional)