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-0.16.0a200925.tar.gz (33.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.16.0a200925-py3-none-any.whl (48.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.16.0a200925.tar.gz.

File metadata

  • Download URL: dask-cuda-0.16.0a200925.tar.gz
  • Upload date:
  • Size: 33.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200917 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.8

File hashes

Hashes for dask-cuda-0.16.0a200925.tar.gz
Algorithm Hash digest
SHA256 b1c38c65ee404347ca880af4d20d429502499befa0185626a1269b68014637c0
MD5 344c97f06bac0210c2e6cee95e6c39fb
BLAKE2b-256 45659c6890c0482a5e39fb3e768901a915467e3d17d4b7bf660e16428ad2a9ac

See more details on using hashes here.

File details

Details for the file dask_cuda-0.16.0a200925-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.16.0a200925-py3-none-any.whl
  • Upload date:
  • Size: 48.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200917 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.8

File hashes

Hashes for dask_cuda-0.16.0a200925-py3-none-any.whl
Algorithm Hash digest
SHA256 89fd9c074e82080dd013394aee8ddf761894501d105dab03af867418524fa859
MD5 cebc643bbf50a5c8c6c655b96a58ce2f
BLAKE2b-256 11fe03c8042757d94716875bf323ecd2a19b963c982e6180bd6809a8d555d7ae

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