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-22.2.0a211226.tar.gz (83.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211226-py3-none-any.whl (82.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211226.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211226.tar.gz
  • Upload date:
  • Size: 83.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211226.tar.gz
Algorithm Hash digest
SHA256 5b88c492aff1b468dd7ab8a4e74904c161f4ed426ba07ab292b19b8dcc7ac263
MD5 2fcb1401c834a33392f91db93dd95a22
BLAKE2b-256 3889b1fd13c679f059ba2b18fe90d760777bdb329677b3d832fce0ec5163f22d

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211226-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211226-py3-none-any.whl
  • Upload date:
  • Size: 82.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211226-py3-none-any.whl
Algorithm Hash digest
SHA256 f0c984cdaae354e3838126fd3588063efbf34a7e56acc7789bd1721907c811a7
MD5 fe3c771bcc6b16933522a815144994bd
BLAKE2b-256 d8a91822c00223eca4cec37600dc3383875901fed958ecff5b49692022bfaa40

See more details on using hashes here.

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