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-0.17.0a201111.tar.gz (35.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201111-py3-none-any.whl (49.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201111.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201111.tar.gz
  • Upload date:
  • Size: 35.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.17.0a201111.tar.gz
Algorithm Hash digest
SHA256 dadec18b12a61e3fcb8be434492832d6f44fd74465d7f3d6bfab22a4bb9d3db3
MD5 cce0b1542a5c84825466eccfe14d7168
BLAKE2b-256 4c4f91c2b2c1dd1a829681439f5955c3bf7d41b24a840ca37174a2afa5475404

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201111-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201111-py3-none-any.whl
  • Upload date:
  • Size: 49.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.17.0a201111-py3-none-any.whl
Algorithm Hash digest
SHA256 e86d281a8326380a94aa1904edb8a288f048f93e295876acdf2dd98ab39b3ac9
MD5 afa03814729892242d2e2c06011be4e9
BLAKE2b-256 8139515755b6fd2d859e1769c3c20ee938cc1f90fc1465c2637c0df599f6fe92

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