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-22.10.0a220901.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220901-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220901.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220901.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220901.tar.gz
Algorithm Hash digest
SHA256 6433e260b973e9caee27eecc7a214f166cc9b061726f6c6361745d0a458080c7
MD5 ab65f953f5101e19cd1e570be66c1067
BLAKE2b-256 af30cbd709caabbf8517c460a5d4ca55982f8f37191a3324089780a1392ee27f

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220901-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220901-py3-none-any.whl
Algorithm Hash digest
SHA256 4104b9c2e8be4582510fa163af9eb9210ca790b5a9ef86241bfde689f5cf00b9
MD5 d9dbef8f6c5e4bd03756905aaf200381
BLAKE2b-256 a8381bed5ffd033020b38ad239ffe86f10c2546d1e4f853d37c7f668c82554a7

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