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)
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..
1 maintainer
Metadata
1 maintainer
Release files for dask-cuda 0.12.0b200205
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| dask-cuda-0.12.0b200205.tar.gz | 24.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| dask_cuda-0.12.0b200205-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 59.0 kB
Release files / dask-cuda-0.12.0b200205.tar.gz
| Download URL | dask-cuda-0.12.0b200205.tar.gz |
|---|---|
| Size | 24.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
7febce1fc523baee16819d54d2ee9b880783f67638b00f7839035c15eedc5a36
|
|
BLAKE2b-256 checksum How to use checksums |
a8068dfb51153430d11c7c28c4d855f5d4d824f1fc756945a81a8b2616daac66
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7
|
Release files / dask_cuda-0.12.0b200205-py3-none-any.whl
| Download URL | dask_cuda-0.12.0b200205-py3-none-any.whl |
|---|---|
| Size | 34.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d4bf4f347f4ad64481d9fca3a1977624548116b96dec436155b4c30d730d88e3
|
|
BLAKE2b-256 checksum How to use checksums |
2de889a0d797c1f35c365d3388785ce5fd64e1bce27962577809018543c9ec26
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7
|
