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-0.18.0a210131.tar.gz (63.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a210131-py3-none-any.whl (64.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a210131.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a210131.tar.gz
  • Upload date:
  • Size: 63.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a210131.tar.gz
Algorithm Hash digest
SHA256 be4eebe1e741f6039451514206428faecf935e804b050bd3bf79a01013c3676b
MD5 de283b5f5d8060a32af2197ae1b540e0
BLAKE2b-256 86a9c2d9ac7769842dd4cf388c36810935b199180e134a1fa1beed83393f84a9

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a210131-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a210131-py3-none-any.whl
  • Upload date:
  • Size: 64.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a210131-py3-none-any.whl
Algorithm Hash digest
SHA256 067ea391b637444e8a8f0c9363b245ea9743224816f54401af89186cb9d71a17
MD5 0e874db48f2ed87bc386b42444c3efd9
BLAKE2b-256 b93ce5915e2669e7103b003485112381aa506666bb014f53a89b8ca00df1e9c9

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