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-0.16.0a200826.tar.gz (34.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.16.0a200826-py3-none-any.whl (45.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.16.0a200826.tar.gz.

File metadata

  • Download URL: dask-cuda-0.16.0a200826.tar.gz
  • Upload date:
  • Size: 34.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask-cuda-0.16.0a200826.tar.gz
Algorithm Hash digest
SHA256 3e95575fe64048e3630d687a90c71c1af284c5a8dfe05e727ceb395df613d958
MD5 0218fec662cd0076fa9d86eb556d9954
BLAKE2b-256 f0f86474617bbc2c8afbc9d30a04771a79d3810d9dfe05536750b2d583842111

See more details on using hashes here.

File details

Details for the file dask_cuda-0.16.0a200826-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.16.0a200826-py3-none-any.whl
  • Upload date:
  • Size: 45.1 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.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask_cuda-0.16.0a200826-py3-none-any.whl
Algorithm Hash digest
SHA256 bec05a69595f011af17baac786435533c373a096c9e098a1fe22cac527b881ce
MD5 085f6a77b4671e8226d226bf3aa3d21a
BLAKE2b-256 0c8fd1380d1b61796c1798622ab55dd85df402c24fbc66ac7460bdf3ec90e4e7

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