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-0.15.0a200609.tar.gz (31.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200609-py3-none-any.whl (42.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200609.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200609.tar.gz
  • Upload date:
  • Size: 31.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/47.1.1.post20200529 requests-toolbelt/0.9.1 tqdm/4.46.1 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.15.0a200609.tar.gz
Algorithm Hash digest
SHA256 12fa1fb40aa961d2a1ba9067c051548223b41566664ef4f206ec9fea8f18cd1a
MD5 fcd60c2d0af15a34bd6d70b993d322f7
BLAKE2b-256 868a9cbf5847809a44d5f4850cf1e8ddc1bdefc060a1e08f917ad63712db5914

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200609-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200609-py3-none-any.whl
  • Upload date:
  • Size: 42.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/47.1.1.post20200529 requests-toolbelt/0.9.1 tqdm/4.46.1 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.15.0a200609-py3-none-any.whl
Algorithm Hash digest
SHA256 86f29bacda7bfa180123211cb6d5c51d888c12d8e9ab4035c2f942259df86d38
MD5 2f39ef88dbb256a13f333cd2ed5b3386
BLAKE2b-256 c3b59e81c96a66e0d1d45847479bc38b292d860ae3490d3f3dc9b282676657dd

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