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-22.10.0a220816.tar.gz (81.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220816-py3-none-any.whl (78.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220816.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220816.tar.gz
  • Upload date:
  • Size: 81.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220816.tar.gz
Algorithm Hash digest
SHA256 f8150358c242785c3caaee1a5c9c8143ab4f05167f018c46abec62a3733f1007
MD5 5118ca3457b2ecf3008d1a07fd32f1db
BLAKE2b-256 4d80977fb796bbf940d465374f2f0747b7d7b4b52d7fcc62c44d72f73bc984bc

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220816-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220816-py3-none-any.whl
Algorithm Hash digest
SHA256 7a69b3e85c00afe98d393d024048714e6b362f74eacd365681b3435532e12c6f
MD5 d5cdbad9f277539a6966c2a4e7e77b0a
BLAKE2b-256 7159029137f997f68cc4e83597d6daf053851f5e87031868d350ccd07592cb8d

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