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-22.8.0a220623.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220623-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220623.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220623.tar.gz
  • Upload date:
  • Size: 82.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220623.tar.gz
Algorithm Hash digest
SHA256 2510a20265727f42d3efdf9d260129d694805cf079a02fd7a8d463ae337f87ba
MD5 b3668a137378b5cc04176db4d6bb6cb2
BLAKE2b-256 30452416d86099c4f5f9f5da564818f9f5cc9112f1dfd74c4b5e2f99cce1f398

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220623-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220623-py3-none-any.whl
Algorithm Hash digest
SHA256 69a9cee5833842ec349f497ce09ac76700b60eae0b08bcf96a8b7eec44a43411
MD5 59022a74c1506ef1fe390fa1b24a30e3
BLAKE2b-256 ad7c792f910aef2aeb32c5bb10fc4500230ba1b2e36875361194ab7b6a291322

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