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-21.8.0a210530.tar.gz (73.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210530-py3-none-any.whl (71.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210530.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210530.tar.gz
  • Upload date:
  • Size: 73.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.3.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a210530.tar.gz
Algorithm Hash digest
SHA256 816827d514f4423042b9baa886043d1b79f534f0c0ab52175ab52b9422bdb768
MD5 33be5019e7c09bca4dd2a1fa3b5d609f
BLAKE2b-256 8e1457607168753ec0f623a273fdd2232ea916538f6add0853b78c21d330893f

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210530-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210530-py3-none-any.whl
  • Upload date:
  • Size: 71.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.3.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.0 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a210530-py3-none-any.whl
Algorithm Hash digest
SHA256 bc6770b7e1b6a15a94b85e27c2a1e6ade09cbbac4e51c86a0f261cb7d9b8394b
MD5 26e58c97c20d669460d0e17bbcd26888
BLAKE2b-256 66728c01ff9909a48ac894718530039accbd34effc4f62e98c012d84a9544a5b

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