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-21.8.0a211008.tar.gz (74.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a211008-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a211008.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a211008.tar.gz
  • Upload date:
  • Size: 74.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a211008.tar.gz
Algorithm Hash digest
SHA256 e59825ea4682ff88381afe3476c6668f8200c5b3a10dc244eccf18f51f4d1dd3
MD5 15faa72f980bf3fcae530722efddd729
BLAKE2b-256 9905ef8470360575d3199c1777e2397e3b7c4973bd5da42b03f9bd6121085764

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a211008-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a211008-py3-none-any.whl
  • Upload date:
  • Size: 72.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a211008-py3-none-any.whl
Algorithm Hash digest
SHA256 13dc5fab4372683f6d2dec2b3c6b392e9430c3f5be5045bd87959d0a2ad89950
MD5 ae971b9427d9ee6d561daafc4f9909e3
BLAKE2b-256 8ff758cec0e04dbd7ed5b5d7befd22c35d204406ee30b19d61220a31418ac071

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