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-0.15.0a200812.tar.gz (34.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200812-py3-none-any.whl (44.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200812.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200812.tar.gz
  • Upload date:
  • Size: 34.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.3.1.post20200810 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask-cuda-0.15.0a200812.tar.gz
Algorithm Hash digest
SHA256 2031e8bbf12ac084278f848ca7b68b88ce4ecc67c441245a5ec542308b9a79be
MD5 9749c8e0c7908035b7e15575bebdcd0c
BLAKE2b-256 3a395b61b9a7afdbb60430bbd0e5ecd7d2ccc3da268bc5574db5f3c5f032b59c

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200812-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200812-py3-none-any.whl
  • Upload date:
  • Size: 44.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.3.1.post20200810 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask_cuda-0.15.0a200812-py3-none-any.whl
Algorithm Hash digest
SHA256 243b7f7b7f489088d18158cafdf650067c5a1c7b293bcfe1a9a77cfffe94066f
MD5 28d26a5b00170b4a8a53c9c7ed2c4cfb
BLAKE2b-256 a2821a3718efade488d31e8a47766e973cb77d4c4c422ceabe313ab4cea8fbac

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