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-22.4.0a220204.tar.gz (83.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220204-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220204.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220204.tar.gz
  • Upload date:
  • Size: 83.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.4.0a220204.tar.gz
Algorithm Hash digest
SHA256 692fc77556103b39392d7858ca71127a95e35b852c1b9494ea790a781f471e8c
MD5 b1508aa74680ef33af3270916e2d61e6
BLAKE2b-256 5420fab91999eae375579c4cf2a137f253c08e88504bc23f2fa2fa27e5af19fb

See more details on using hashes here.

File details

Details for the file dask_cuda-22.4.0a220204-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.4.0a220204-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.4.0a220204-py3-none-any.whl
Algorithm Hash digest
SHA256 2cdf9c37cf282bac0d14db532a2112e425498a8186181ce406692baa0687545c
MD5 27cfff3798612201c2acea05b1f8b051
BLAKE2b-256 b9bcd60bcd259184ad337ac13ed125b989fbf3a594ede4a43a3524090bc44e95

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