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-0.14.0b200602.tar.gz (31.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0b200602-py3-none-any.whl (42.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0b200602.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0b200602.tar.gz
  • Upload date:
  • Size: 31.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.14.0b200602.tar.gz
Algorithm Hash digest
SHA256 49846626cce84f28dff6d50597b8896a1035ad9d947e3f69a885ef7e11befceb
MD5 ab4389967a15293b325ca9a5f827f364
BLAKE2b-256 7c5048a3371bcf1495b2c75c66f357607c00e3f4877b97ae5b528dc7a235b8c3

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0b200602-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0b200602-py3-none-any.whl
  • Upload date:
  • Size: 42.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.14.0b200602-py3-none-any.whl
Algorithm Hash digest
SHA256 e9ab859d792360d01cccfea8ad2e2700f6bf357e55b5eab0e7e1dfe14f25109f
MD5 6ea7fdacc05409abb6288ef2a4f58f4a
BLAKE2b-256 6da1d19ddab19cde1cf55f9cbce0abe922886b5a174fd1aef0bb9bdb62c53d8b

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