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-0.15.0a200830.tar.gz (34.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200830-py3-none-any.whl (45.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200830.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200830.tar.gz
  • Upload date:
  • Size: 34.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask-cuda-0.15.0a200830.tar.gz
Algorithm Hash digest
SHA256 5e8d2055f9c37be606789679b48d43a5486718145cc4029ee3e4bef21a20ee61
MD5 84c0b1af41eab69ee6f2507f40739435
BLAKE2b-256 aba078b0cece5397e3132b151971075e42f3e05b5742fd71d14787de3e368586

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200830-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200830-py3-none-any.whl
  • Upload date:
  • Size: 45.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask_cuda-0.15.0a200830-py3-none-any.whl
Algorithm Hash digest
SHA256 d102b129934f260f26b2d590eba06d9adb2180d422fb721dbb878dba47b37d0f
MD5 bd3b617ef792355986e9263d35a1df10
BLAKE2b-256 27f250f4b423d8459c7202ee6d7f935e3d82099cea216d1b892ca3d33c0ecf22

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