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-22.2.0a211211.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211211-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211211.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211211.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/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211211.tar.gz
Algorithm Hash digest
SHA256 c6c10a69e430c54c91432296aee04cc5733793ee1ad617e0e65f748e4b5bb9dc
MD5 0c9e6970ce8be3f77a1889e083c171a0
BLAKE2b-256 2cb700b21d68a1b30f8069f396283c1dce2fa71af43d1d017aa5edd17a3e268f

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211211-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211211-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/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211211-py3-none-any.whl
Algorithm Hash digest
SHA256 4011ec547e68a83dd8f6a0b908d8726726b2437824babb264c230a23cf1688cb
MD5 35dfb0ebc935e36771cd7529651ee6ef
BLAKE2b-256 3148d29a192efc25e00df467bef051d09eee6e6edf4ce5e22f7b28c465281b63

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