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-21.8.0a210625.tar.gz (74.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210625-py3-none-any.whl (71.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210625.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210625.tar.gz
  • Upload date:
  • Size: 74.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a210625.tar.gz
Algorithm Hash digest
SHA256 24f0f1567eaf46bfcfd3c0fb3223f601a1f26007f94c0c0db0f4a31a9a368471
MD5 14ba2938bd5708b73cc5fffb68ddfdbf
BLAKE2b-256 a6bd0a79db1d3ae317112c5ced872bcebd8a2c2d8fff1e1314c89e8aaf6cbbbb

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210625-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210625-py3-none-any.whl
  • Upload date:
  • Size: 71.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a210625-py3-none-any.whl
Algorithm Hash digest
SHA256 cf7ab5f0468aa1e87de7bcb03068e82528d8040a11d2a620c60015fdb9e2ea71
MD5 3f77fd4357c1b91a7398facf47fe7db9
BLAKE2b-256 adf92d358ae450d4fcbec698b12c636347699556cd42a57b9cf882febd1a5832

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