Skip to main content

Utilities for Dask and CUDA interactions

Project description

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)

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..

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-0.14.0a200427.tar.gz (26.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200427-py3-none-any.whl (35.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200427.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200427.tar.gz
  • Upload date:
  • Size: 26.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.14.0a200427.tar.gz
Algorithm Hash digest
SHA256 72586d0c2cba12840238297ddcbed724bf368f966de4b214fcee9ad4b757a3ab
MD5 13fdbfc059ad7c0781aacef55603348f
BLAKE2b-256 8c63ff56df6e4679e7880c64f6c26a6f6985a1d21c69f415bdee97ec4e291241

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200427-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200427-py3-none-any.whl
  • Upload date:
  • Size: 35.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.14.0a200427-py3-none-any.whl
Algorithm Hash digest
SHA256 3a0b94de90f0220164fa1fcecf4314b29759ca9452820ca13041eff5b22dae13
MD5 991e883715185e3a2e4c37a124265f14
BLAKE2b-256 d386556089f0b34ea9f06a4152ac303329bcd1d3b98996704371166bb5edc744

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