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-0.15.0a200612.tar.gz (31.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200612-py3-none-any.whl (42.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200612.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200612.tar.gz
  • Upload date:
  • Size: 31.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/47.1.1.post20200529 requests-toolbelt/0.9.1 tqdm/4.46.1 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.15.0a200612.tar.gz
Algorithm Hash digest
SHA256 bf4983830408c79c5007fcc8151ac8c1c261795cffb7b5a3a51d87cfdd1de456
MD5 9ea009ae0ab11179d13055eeb3ea62d4
BLAKE2b-256 f4c2b57ae1da52c1298cfe86137c83205a60e3d444a19e0f5ce505792f8b9aca

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200612-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200612-py3-none-any.whl
  • Upload date:
  • Size: 42.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/47.1.1.post20200529 requests-toolbelt/0.9.1 tqdm/4.46.1 CPython/3.7.6

File hashes

Hashes for dask_cuda-0.15.0a200612-py3-none-any.whl
Algorithm Hash digest
SHA256 f6cb1561102098af1c74364b1968ad2f76d8cfaa549a9ba8867423e5d339de04
MD5 89feaaac0729bd0d7a595093506e6b98
BLAKE2b-256 061d07eeb68cf4b01f8de434d75512df87c3b9ae0a4851022688e2e95dd07d37

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