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-0.20.0a210419.tar.gz (71.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210419-py3-none-any.whl (72.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210419.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210419.tar.gz
  • Upload date:
  • Size: 71.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.1 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-0.20.0a210419.tar.gz
Algorithm Hash digest
SHA256 837b6e4eb154f7371ece95dd37a6c0a4648f0769cb6f75a07923b3d7deabe81d
MD5 59676a653156cb33efc56574e983a27c
BLAKE2b-256 da8120a0cd11667e63181fb5a64b00cc2c95933380d67bc78bed8fb7f6efe4e3

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-0.20.0a210419-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210419-py3-none-any.whl
  • Upload date:
  • Size: 72.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.1 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-0.20.0a210419-py3-none-any.whl
Algorithm Hash digest
SHA256 a72aa923ad5fd914f1614a0d8f3942b051fb932b35a49b00c4c99096a0367f63
MD5 45005337276970eae807eeffd56f3ce1
BLAKE2b-256 0c8ab8ec50de819ff84b2c2cbb8baa977f43487209bf81495eb2db8b52818b9a

See more details on using hashes here.

Provenance

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