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-0.17.0a201124.tar.gz (40.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201124-py3-none-any.whl (54.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201124.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201124.tar.gz
  • Upload date:
  • Size: 40.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.17.0a201124.tar.gz
Algorithm Hash digest
SHA256 f95aae9620f49ec7c55f17640c4b3b00699a0ec35c90d20f218c4eaf0fa26fd8
MD5 47706e2e6618cd4ffc6e23b52d1fbe6d
BLAKE2b-256 05a199599ea017d80d0a91b3dcae0092a705ffbae60c20cbbc192ef666ef6e91

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201124-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201124-py3-none-any.whl
  • Upload date:
  • Size: 54.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.17.0a201124-py3-none-any.whl
Algorithm Hash digest
SHA256 29c017c772072154fb4950cc03cdfd96cb5fd3ff5c881a801a1c32f31c73f6af
MD5 c492ac1d9ec3b265c9c269d3fb88e9dc
BLAKE2b-256 64c80c243595e2ee4a67285f7b50c4f72c1fcccb98e421d270e38733cbe83610

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