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-0.20.0a210509.tar.gz (72.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210509-py3-none-any.whl (70.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210509.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210509.tar.gz
  • Upload date:
  • Size: 72.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.20.0a210509.tar.gz
Algorithm Hash digest
SHA256 b1b8cf2fd813cdaf9f14d32155a9ed0d4f5e0eb05eb3581c6ed06a46453ab94c
MD5 4a96a72250749f50e1f4ccfa9c76cbb0
BLAKE2b-256 a1e7e7a678fe733b8c73c2092507f2df9e66ce79d6e5d257c2fa91750cc3c092

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210509-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210509-py3-none-any.whl
  • Upload date:
  • Size: 70.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.20.0a210509-py3-none-any.whl
Algorithm Hash digest
SHA256 ac2f2ddf0d5c81a513ff377c4a45352e6ba1db194ecfd273125e5ed5c660164e
MD5 020ba109bbe0163a3bf724da0783d2f1
BLAKE2b-256 79051c9a5fa4a4f2fe12c2197070ebdc7e5decf1c80db9fbd07d012f1b2129ab

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