Skip to main content

Utilities for Dask and CUDA interactions

Project description

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-23.12.0a231016.tar.gz (100.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.12.0a231016-py3-none-any.whl (124.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.12.0a231016.tar.gz.

File metadata

  • Download URL: dask-cuda-23.12.0a231016.tar.gz
  • Upload date:
  • Size: 100.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for dask-cuda-23.12.0a231016.tar.gz
Algorithm Hash digest
SHA256 77933e2a47feafbd9e6b9159c7bb1f14278ad5936576e03dbb40c3d186a467b1
MD5 82e8ce4f14e0376c2516406908c6438b
BLAKE2b-256 1597e9b3b96a06cf38e2e059bac423f551fe2d2fae0ccd95149955a9f3f0dbf0

See more details on using hashes here.

File details

Details for the file dask_cuda-23.12.0a231016-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.12.0a231016-py3-none-any.whl
Algorithm Hash digest
SHA256 7be3b32effea3fcd784e99341af8c19e43b684ae63753bfaa9ade81e628a8b35
MD5 2a3536c10a156da39304e4b53ce534cb
BLAKE2b-256 8172d9f7cea8329222e6da6e60a7512832e8d62ca3a7e1100faae0375fbe338b

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