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-22.4.0a220417.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220417-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220417.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220417.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.4.0a220417.tar.gz
Algorithm Hash digest
SHA256 5963fe1335d6b1cfb73963fb6f3f970729772f54446175c82bda1841365dc5c6
MD5 58a9bf02264a1180b5199f7df766af2e
BLAKE2b-256 f9219d10a33e0a3f8dfd9a108a2340a2a050f89293b69cc25175eab7f0f3d4af

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.4.0a220417-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.4.0a220417-py3-none-any.whl
Algorithm Hash digest
SHA256 4045fa4c3a0b72b08c831a6d75db4fb8e7729e9d53b53d3f55b36dfcb956148e
MD5 23f5d4854ce8bcea057f42a200e7e0f0
BLAKE2b-256 975991443cf69eec1e475c041070234acb2b851bae81ef2e854cfa6bd3f0c95b

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