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-22.2.0a220204.tar.gz (83.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a220204-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a220204.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a220204.tar.gz
  • Upload date:
  • Size: 83.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a220204.tar.gz
Algorithm Hash digest
SHA256 4fa3f5f457e0b235dd815ef93ad7c253aad94d10091ad5826b7e7b6e5013a0d9
MD5 91a057bf3f6f706962cf3fa825c435ff
BLAKE2b-256 f7a36fd583f4be998d4f920628f4b2deef79997464888e4250d3085cefb42d1d

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a220204-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a220204-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a220204-py3-none-any.whl
Algorithm Hash digest
SHA256 47b2c04eed613349b07d9e12d16418cc2c0a3a99e5ed14af2a56c41525cd3b92
MD5 19eae56ef10ebaec1e2b0b6d80e36659
BLAKE2b-256 4a76ef3d4d1da24e47701c4c84772382d14f8fcf0de08d17eaccb3d42b3d819d

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