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-0.15.0a200828.tar.gz (34.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200828-py3-none-any.whl (45.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200828.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200828.tar.gz
  • Upload date:
  • Size: 34.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask-cuda-0.15.0a200828.tar.gz
Algorithm Hash digest
SHA256 6c562d609fde9a674cba309be494996c86b5b6ec7a86445faf61d72481d34e49
MD5 6a9c19d0aeff0c1d8f218788987e1772
BLAKE2b-256 dea529e8bb94f8db9cafd901576b813aa315bc0a6714add714becbd2133420c1

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200828-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200828-py3-none-any.whl
  • Upload date:
  • Size: 45.1 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/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask_cuda-0.15.0a200828-py3-none-any.whl
Algorithm Hash digest
SHA256 8d01a4caaf24b993f3cc5878a35abc6541b0c7785d8e1e8fc7a15333781cd040
MD5 bd2f8df5f25f0d5f0b9c7b1b03b94c36
BLAKE2b-256 8ab76ec7e5dab5b263d979b7d9eebbf53df498cc4019a5a04b19ec5dca5d973c

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