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-21.8.0a210926.tar.gz (74.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210926-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210926.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210926.tar.gz
  • Upload date:
  • Size: 74.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a210926.tar.gz
Algorithm Hash digest
SHA256 46709e75e14fbecb78be87fc0623776474345af34f73093ddfa36b2e414e454d
MD5 577279d5c53bbfbe4f6e3738b3ee9b0e
BLAKE2b-256 ae95e86ef55a305a0675e6c3fae4b20b9c4de004b9d8356db0191d3e9586ba65

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210926-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210926-py3-none-any.whl
  • Upload date:
  • Size: 72.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a210926-py3-none-any.whl
Algorithm Hash digest
SHA256 9d57c2e301f6ba07bd7ac279488a55be90865cc5ca08cab988679a55807e9ab1
MD5 9cc29ad35d5c08351527acd66c92e616
BLAKE2b-256 f90ed2a62c51394f324ecb8e851f4ba2d67274d68e16803805ba5c8f67299c91

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