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-0.15.0a200712.tar.gz (32.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200712-py3-none-any.whl (43.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200712.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200712.tar.gz
  • Upload date:
  • Size: 32.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.1.1.post20200710 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.15.0a200712.tar.gz
Algorithm Hash digest
SHA256 7b677b7850445d5faef1f9c771d8a52869fabb3afa3f0c422cf430554194cee0
MD5 2bbcaf1089cd3979a75366499590c94f
BLAKE2b-256 38e6d460805bd70ece7c80517807343d878d8f5d93faf0f4be04dbb182d00de3

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200712-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200712-py3-none-any.whl
  • Upload date:
  • Size: 43.9 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/49.1.1.post20200710 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.15.0a200712-py3-none-any.whl
Algorithm Hash digest
SHA256 7c7948a1c8104fba23e70a664b1ce6ca12cfab480dc02dd9ab24a1350fe86240
MD5 65cd84e021c0c7d6a8d5d5d59d4c9d63
BLAKE2b-256 61929cbfcb87db1e2d1605a1c12bd03c060384143b8b21676eb24a0d01ca98e6

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