Utilities for Dask and CUDA interactions
Project description
Dask CUDA
Various utilities to improve deployment and management of Dask workers on CUDA-enabled systems.
This library is experimental, and its API is subject to change at any time without notice.
Example
from dask_cuda import LocalCUDACluster
from dask.distributed import Client
cluster = LocalCUDACluster()
client = Client(cluster)
Documentation is available here.
What this is not
This library does not automatically convert your Dask code to run on GPUs.
It only helps with deployment and management of Dask workers in multi-GPU systems. Parallelizing GPU libraries like RAPIDS and CuPy with Dask is an ongoing effort. You may wish to read about this effort at blog.dask.org for more information. Additional information about Dask-CUDA can also be found in the docs.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file dask-cuda-22.4.0a220214.tar.gz.
File metadata
- Download URL: dask-cuda-22.4.0a220214.tar.gz
- Upload date:
- Size: 83.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.62.3 importlib-metadata/4.11.0 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e1b03e28a44bacafe17046c0505f2065c177ba3bf33e95684247a2ef28df720a |
|
| MD5 | 2b2a8cfdfcb236f6a1976e0842653791 |
|
| BLAKE2b-256 | cc7c45dfa83732ca210b8a30f40c2769578ca60b75b72545ce33effaaa7b69d2 |
Provenance
File details
Details for the file dask_cuda-22.4.0a220214-py3-none-any.whl.
File metadata
- Download URL: dask_cuda-22.4.0a220214-py3-none-any.whl
- Upload date:
- Size: 82.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.62.3 importlib-metadata/4.11.0 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | a94855cb5d936bdb5cff5fcf5522b9b363721d3f4efd384c5030ab6d21b59900 |
|
| MD5 | 7902205a7cd7e4e93eb5f45edc8c3479 |
|
| BLAKE2b-256 | f3ef02ccee1b1646ade680c2431326099335b9e61e976c7ca609c4e5d7fe8c17 |
