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-22.10.0a220903.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220903-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220903.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220903.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220903.tar.gz
Algorithm Hash digest
SHA256 52b3a78b643ab10d68e7a940e57c72f1465b56a5e5e19fc25da2fd1aab02d098
MD5 c0d5889538a29e6adfdf6190f0be5c78
BLAKE2b-256 118e3da1721671da54db142ed7897d2310b512e6141ca03cdb20eda4fad0adc2

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220903-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220903-py3-none-any.whl
Algorithm Hash digest
SHA256 c2cf3436c1b9424a65fb44f1d94a0c91a3ea16f1a6c70f98097d41cbb4d8c03c
MD5 30bb89649afdbf13b419a7f9c90277a0
BLAKE2b-256 473752af14eb29d7e50c1fca8e0a3e3527f8c7f4f3e595476b0572bd25f90eae

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