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-0.19.0a210305.tar.gz (67.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210305-py3-none-any.whl (69.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210305.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210305.tar.gz
  • Upload date:
  • Size: 67.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.58.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210305.tar.gz
Algorithm Hash digest
SHA256 fc2a3a67665c575d65b49d6a7d90ab3331d50e774ae05efd5e7d15eaea99f474
MD5 46cb79fd5ac55ac3a9d2f5c20c1f9e44
BLAKE2b-256 3e352b294b1cb3dab8a77bbc5d87e185e2179c1c16283b4e18f70fd5ff9d0faf

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210305-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210305-py3-none-any.whl
  • Upload date:
  • Size: 69.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.58.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210305-py3-none-any.whl
Algorithm Hash digest
SHA256 d400f11c852aea914cf97b979eeb6e94ec29dcaac7ca8fbc2fb285d132e3a1f4
MD5 c08a4b93a6c046581025009add52ee6c
BLAKE2b-256 af272e7fb06068c2fca3122b400910fdba8bc1239909f4346a89212be5cbdceb

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