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-22.2.0a211204.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211204-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211204.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211204.tar.gz
  • Upload date:
  • Size: 82.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211204.tar.gz
Algorithm Hash digest
SHA256 a087416b30660f2d179a12074f1a1e2e0c8033d2062a99b67f619ce20c375eb2
MD5 9317cc04591200aa8989535b38ef4e0f
BLAKE2b-256 ce5e2a07a003c354f293f2875f6bf3f1c927bdb75774916ccbeecc74247222c1

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211204-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211204-py3-none-any.whl
  • Upload date:
  • Size: 81.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211204-py3-none-any.whl
Algorithm Hash digest
SHA256 53300f58ae740f6581ad16db37fa2390c21e2924a7b74679bee26f16160199b2
MD5 395ec3cc623201c3969f9fc520101632
BLAKE2b-256 1f45864075960f3b95a9c95e3d5d21dcbb16144393e8ae1dad3d4ca00165dc46

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