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-0.18.0a210110.tar.gz (62.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a210110-py3-none-any.whl (62.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a210110.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a210110.tar.gz
  • Upload date:
  • Size: 62.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a210110.tar.gz
Algorithm Hash digest
SHA256 163c7a08617fbf9fed52bd813d2c1ebfba8790e93ba2273b5787aa813623ca43
MD5 4c0f30c6551d47a1b5ec8a9cccf188e4
BLAKE2b-256 b3d7374a65a767258760d99ad9d5033faf747e37e3c0a6398e3d46866fb7983f

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a210110-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a210110-py3-none-any.whl
  • Upload date:
  • Size: 62.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a210110-py3-none-any.whl
Algorithm Hash digest
SHA256 323c9bc64ff98a1869cb1b0b0c54d2de9f104b9f4e5b391b98c802fd1a91d5b9
MD5 2cfcddfd7a1c31602030f9dcb98724c5
BLAKE2b-256 eb971c493a47c73022f96aabfd9a2f1ee4c77b0d567e6d06a2bccc5d3404dc31

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