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-22.8.0a220601.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220601-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220601.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220601.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220601.tar.gz
Algorithm Hash digest
SHA256 24fc52d233d8f37817dde0236064414a2076055915dc9f54ff1456419bd9d5d3
MD5 d12709b3980ac83ef1b7c28965c7319f
BLAKE2b-256 ca5d71a973bbab54a00b33a13868d4c4a06312d22b94773cfe1c9b9875e034ce

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220601-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220601-py3-none-any.whl
Algorithm Hash digest
SHA256 419f57b6da106276587f76b363b06f9fdf5a68aa76d6b088620cf95e9ebc8d68
MD5 c2bb4aa49cb01584798e53d7a33da634
BLAKE2b-256 fafb85e729cb1bf4ed5a22f376b3b532aac1cd4b2b220092c058823e438229d8

See more details on using hashes here.

Provenance

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