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-0.15.0a200705.tar.gz (32.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200705-py3-none-any.whl (44.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200705.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200705.tar.gz
  • Upload date:
  • Size: 32.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.1.0.post20200704 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.15.0a200705.tar.gz
Algorithm Hash digest
SHA256 e470c21eb0e85ed4414c3f8e75e9fdb7f2f855115ac90a167dbdbc955f150364
MD5 6384fe4fc88e517d79939f14b8047a18
BLAKE2b-256 311abc352a51787408c723939c090a703edd2c2ab06e2d28d4fb6c1d2ce76d1b

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200705-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200705-py3-none-any.whl
  • Upload date:
  • Size: 44.0 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/49.1.0.post20200704 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.15.0a200705-py3-none-any.whl
Algorithm Hash digest
SHA256 148ae397ddb874b78aa639011fc05b4ad764594b0777802fbcbc84ec8dd18748
MD5 c9b915f11c155426c58da382108afd1f
BLAKE2b-256 8fd20f968a9b26b9703263c998970fc81c19494aaef63326902cd62ed2c20ef1

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