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-22.10.0a221004.tar.gz (82.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221004-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221004.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221004.tar.gz
  • Upload date:
  • Size: 82.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a221004.tar.gz
Algorithm Hash digest
SHA256 774fe551a48d8900c9da3bf9f8bf61672afb97920762eb8823ea1e0533713ec9
MD5 6478f2b473f3e03c880cd416d6b25153
BLAKE2b-256 dcd061e1c21848fe0bcb2fef822d1eb0332ea49bbf0a9d00c156f7dbbd90c12a

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221004-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221004-py3-none-any.whl
Algorithm Hash digest
SHA256 ee1f488fd71068e9bfb993846348b0914955e355517746b568e0577a3d89b0a8
MD5 79c8273a89e6d723f04a2c8711e607dc
BLAKE2b-256 ab00986379636aee7b3960bca634c064803811fb6855214858a2c2c1ac01a091

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