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-0.20.0a210510.tar.gz (72.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210510-py3-none-any.whl (70.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210510.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210510.tar.gz
  • Upload date:
  • Size: 72.9 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-0.20.0a210510.tar.gz
Algorithm Hash digest
SHA256 dd9fb54727a8df5afabb9e58ad001c89fe8fc7450213597342e165eb63323868
MD5 7a02cc032ae6823dd50202ede73c6261
BLAKE2b-256 35c0152e2d2ea0a956fd5f36d456cbd4ca39800365530bf88e5b692085caca15

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210510-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210510-py3-none-any.whl
  • Upload date:
  • Size: 70.0 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-0.20.0a210510-py3-none-any.whl
Algorithm Hash digest
SHA256 5125cf8dfaa68f01e53d599b5c6a8b051e736eb964e02532fdf04cf33c90ec7c
MD5 b66d61af6262143e88d00f042f887866
BLAKE2b-256 b83bce43cff39c5aeb5d9e95890419a7abc16078a75e1beb496b0f43cc36bc31

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