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-22.10.0a221014.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221014-py3-none-any.whl (81.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221014.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221014.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a221014.tar.gz
Algorithm Hash digest
SHA256 0ba55b4cb4dad964f86f3822dd5201826126ddb4b2fb817826927af047d94a7a
MD5 2cf75e9f32f728f6e09e1bc2fbb67f06
BLAKE2b-256 9d67ea096b0748d481ab88d2b49fc2b690729610b985bc0a4f3765e79fe4c3f8

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221014-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221014-py3-none-any.whl
Algorithm Hash digest
SHA256 327f29ff91cd853e799d3a2add250eedcedbeb2180aa4c87aebb2090ee1aa3c1
MD5 c042416115d5e2583cd5ee0bbd3f8c74
BLAKE2b-256 120872372d116419a34aaf7340cfb825901c90917ac94e462c6b13322409da23

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