This release is a pre-release and may not be stable for production use.
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.
1 maintainer
Metadata
1 maintainer
Release files for dask-cuda 22.4.0a220125
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| dask-cuda-22.4.0a220125.tar.gz | 83.5 kB | Without provenance | Details for dask-cuda-22.4.0a220125.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| dask_cuda-22.4.0a220125-py3-none-any.whl | Python 3 | none | any | Details for dask_cuda-22.4.0a220125-py3-none-any.whl |
Total release size: 166.2 kB
Release files / dask-cuda-22.4.0a220125.tar.gz
| Download URL | dask-cuda-22.4.0a220125.tar.gz |
|---|---|
| Size | 83.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
3eb233cbf52a169b3954077dc1666fb66f84bf60559b991476b7b5559d3ff8ec
|
|
BLAKE2b-256 checksum How to use checksums |
858652b5775199521e5784906eb80b27a35d0f6cf95270248279a44a97866dd2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is 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
|
Release files / dask_cuda-22.4.0a220125-py3-none-any.whl
| Download URL | dask_cuda-22.4.0a220125-py3-none-any.whl |
|---|---|
| Size | 82.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8ad7cc567c0641644d4022b9353bdc3733c0680e27eadc5e33c975f435e4aa19
|
|
BLAKE2b-256 checksum How to use checksums |
85f8eb708a1bca3ce0856a38e2b93ad554f0edc408e780ed65cfd5eb421b7b3a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is 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
|
Security for dask-cuda 22.4.0a220125
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
