Skip to main content

Utilities for Dask and CUDA interactions

Project description

RTD

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.

Project details


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

dask-cuda-22.8.0a220521.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220521-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220521.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220521.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220521.tar.gz
Algorithm Hash digest
SHA256 6e49e2621473bc1e382bd62b20eae108c0f8f00d7ac6ccb74d61ddfdaa055037
MD5 b81fdcf070cf59a09f4798149563e4f7
BLAKE2b-256 51eb9d7d732394d7278590d1275615ca2bf146e31c8804816dd4f476df0fcca7

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220521-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220521-py3-none-any.whl
Algorithm Hash digest
SHA256 c39fc0fd217f1299c9190e2793958b2120a5c89d94fbd919c63b74c95ad96cc2
MD5 31f1a202f9b87731df9be682223bba6c
BLAKE2b-256 202ed3ddd2e5596f167d2b4509b73feac2a91a7072a56600ebfc6b010b56e9b4

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page