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-21.10.0a211016.tar.gz (78.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a211016-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a211016.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a211016.tar.gz
  • Upload date:
  • Size: 78.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.10

File hashes

Hashes for dask-cuda-21.10.0a211016.tar.gz
Algorithm Hash digest
SHA256 3294098a91f7df80009e61c49425359efe3ffe77cc5a1e08d13c179aeb58c021
MD5 5267b2e869b434234237672298d4bb8f
BLAKE2b-256 827c6140cd4a170304d0824d9031d02ae5540ec1ffd456af3e6cf3b758689554

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a211016-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a211016-py3-none-any.whl
  • Upload date:
  • Size: 78.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.10

File hashes

Hashes for dask_cuda-21.10.0a211016-py3-none-any.whl
Algorithm Hash digest
SHA256 9107d3cd73b00f54d96ac36ddcf0ebf6f2699c48d8fba088dd200a7f4f84a22d
MD5 4773481184e3debcba8207a027eadc7e
BLAKE2b-256 8ecbd49d9dcbfeefa4ee7b4daf8d003081866db617c653f88616211d8ec6053a

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