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-0.17.0a201116.tar.gz (36.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201116-py3-none-any.whl (50.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201116.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201116.tar.gz
  • Upload date:
  • Size: 36.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.17.0a201116.tar.gz
Algorithm Hash digest
SHA256 b896ba43c37a69e1e92fcec7fac42e29c827fe545a5b9da286cc5c26cf318231
MD5 5581bcb7dd0e66ff26748025d73ff886
BLAKE2b-256 3c69b60f9f826084ed9b992fd33a53d918d5618a62256b3c7ceadc23bfd2580e

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201116-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201116-py3-none-any.whl
  • Upload date:
  • Size: 50.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.17.0a201116-py3-none-any.whl
Algorithm Hash digest
SHA256 d6c802c109ac871728aff9b12222ba85e20774146beb89fbb65bef51480dcfe1
MD5 23e291252da023a93603356effccf6a4
BLAKE2b-256 d9931c2d7b6af054a9db8bf7fb8a6aa83af24407f374b6d51dbfcc8e8af7c9b0

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