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-0.20.0a210501.tar.gz (73.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210501-py3-none-any.whl (70.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210501.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210501.tar.gz
  • Upload date:
  • Size: 73.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 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-0.20.0a210501.tar.gz
Algorithm Hash digest
SHA256 639e6bd7baf06eff84c7363ee371b35392a8adfcf515b643b2f8588abaefadf2
MD5 f37ae67b4f83cce0843f08bb5732ac10
BLAKE2b-256 7d4f8bfffc2a84fd24a95d0db5311682a31d08a475e923d9cbefb77fa143e1c1

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210501-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210501-py3-none-any.whl
  • Upload date:
  • Size: 70.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 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-0.20.0a210501-py3-none-any.whl
Algorithm Hash digest
SHA256 b0c37837625a303e130aa672603f5686320d04f6f44c2468f47d77d9231362a5
MD5 342b3d260425d133440503ff763691d4
BLAKE2b-256 94bd6159811b10b20ffb733e78359560f2a90ccb2e5f6d2032c46e26cc237b68

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