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-21.8.0a210817.tar.gz (73.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210817-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210817.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210817.tar.gz
  • Upload date:
  • Size: 73.6 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/4.62.1 CPython/3.7.10

File hashes

Hashes for dask-cuda-21.8.0a210817.tar.gz
Algorithm Hash digest
SHA256 87ed878465be62a286363b1eae66811a09dcc1af12e7cd0ed230da1e54b19e8a
MD5 6365c495034efbd461f48b32e7cc4861
BLAKE2b-256 c932af420a15e88943593a29dcee103de0869339a62094a2cfc37d2c1e868086

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210817-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210817-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/4.62.1 CPython/3.7.10

File hashes

Hashes for dask_cuda-21.8.0a210817-py3-none-any.whl
Algorithm Hash digest
SHA256 a2a6060ae70ef8db7faeba0560291a6faccfb9923d69a39c975d70b111190a4d
MD5 cddff10d800d7246a3f527c8bc83c2d8
BLAKE2b-256 85438843e03ef4c1cc4d21ed50b0b00d7a9557f4867d4b413404b29f5ecbfc52

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