PyTorch Kubeflow Pipeline Components

PyTorch Kubeflow Pipeline Components provides an SDK and a set of components that lets you build kubeflow pipelines using PyTorch. You can use the predefined components in this repository to build your pipeline using the Kubeflow Pipelines SDK.

Installation

Requirements

Python >= 3.6 Kubeflow cluster setuo (on-prem or in any of the Clouds)

Install latest release

Use the following command to install PyTorch Pipeline Components from PyPI.

pip install -U pytorch-kfp-components

Install from source

Use the following commands to install PyTorch Kubeflow Pipeline Components from GitHub.

git clone https://github.com/kubeflow/pipelines.git
pip install pipelines/components/PyTorch/pytorch_kfp_components/.

Running the tests

Run the following command

pip install tox
cd ./components/PyTorch/pytorch-kfp-components/
tox -rvve py38

Samples

For running the samples follow the instruction mentioned as below

Samples README.md

Metadata

Release files for pytorch-kfp-components 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pytorch-kfp-components 0.1.0
File	Size	Uploaded
pytorch-kfp-components-0.1.0.tar.gz	18.7 kB	Aug 17, 2021	Details

Built distribution (wheel)

Table of built distributions (wheels) for pytorch-kfp-components 0.1.0
File	Interpreter	ABI	Platform	Reset
pytorch_kfp_components-0.1.0-py3-none-any.whl 30.0 kB Aug 17, 2021	Python 3	none	any	Details

Total release size: 48.6 kB

Release files / pytorch-kfp-components-0.1.0.tar.gz

Download URL	pytorch-kfp-components-0.1.0.tar.gz
Size	18.7 kB
Tags	Source
SHA-256 checksum How to use checksums	`ab2ddf2f4bb9430a9cfb7d1d4f9637f3ad9ff63b1a09ba13618d499825c01e84`
BLAKE2b-256 checksum How to use checksums	`7d535b02faf9b374d0db81a77e898791dd0597b26f7f3fab38162783b10cd254`
Upload date	Aug 17, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.8.10`

Release files / pytorch_kfp_components-0.1.0-py3-none-any.whl

Download URL	pytorch_kfp_components-0.1.0-py3-none-any.whl
Size	30.0 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`503d473466d8524a68cc4fdec6b68adc160984ca54abe8fca5551396c2df8395`
BLAKE2b-256 checksum How to use checksums	`b8646730c87d901a5b6c57ce3c32dabc56ee74ae604892c8a452c164bcf193a5`
Upload date	Aug 17, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.8.10`