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-22.6.0a220506.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220506-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220506.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220506.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220506.tar.gz
Algorithm Hash digest
SHA256 42f0ad1d463b7a9b2e4538888ef2e18dad49b1ccafd5489002b1315f64ac0987
MD5 9916df4c4db837a6358f17e2b7a984a9
BLAKE2b-256 ae448083a0db1c8ab5f2fd359946b052af0e1cb44956d7697928c37edc9a52f1

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220506-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220506-py3-none-any.whl
Algorithm Hash digest
SHA256 6c32a7e86db9408e77d91969e96ecc19770f919241953d085347b31dfdfb09c5
MD5 dad11020ccc84e46e275dfd780a89a29
BLAKE2b-256 1dfefb964d7e9953761f17b4b2b776ca580bed0b3c805b2161849aeec6a04730

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