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-22.6.0a220413.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220413-py3-none-any.whl (82.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220413.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220413.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220413.tar.gz
Algorithm Hash digest
SHA256 500158413b04a2e19e67d4aa50192939e6a592d16a39977ab00fcef9b06e6b4b
MD5 2f144f35fc0fe6acc7ae1997032dfdf2
BLAKE2b-256 5bfd4ead8fc5d697b1a7a131574282a552beddcabfeb20c277794104abb7393f

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220413-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220413-py3-none-any.whl
Algorithm Hash digest
SHA256 62b34e51f696503eb133375633f73a21313d57e9ed59d3175bff25cbff7e1db4
MD5 462fcb6011dd8612eecb9faf83e78992
BLAKE2b-256 26e3e17d791ab9bafaa0f63fa5616b349814d9aa25a2196d00d410fa8035f603

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