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-22.10.0a221028.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221028-py3-none-any.whl (81.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221028.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221028.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a221028.tar.gz
Algorithm Hash digest
SHA256 3d57f029c94fbfe34d1b2db5bc00524745caf38df8fd7c68bd43ae3ecee12b83
MD5 f402441e110675dc5924951fc1fc7e85
BLAKE2b-256 03904f4a3d431229efbc4a0a201da3cf323c92a5f0b124841ab77e084d7527d2

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221028-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221028-py3-none-any.whl
Algorithm Hash digest
SHA256 5385ddb839956425aa858efeb03e4ff09ccfcf0d67f9f449eb27d51a2fb4b358
MD5 1c8a2a1c7bdc4103767c56633f7dced3
BLAKE2b-256 933c7febcbc2239b8e4a98ad3f50b05519826126a091d641479e648e01b8c78a

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