TorchX SDK and Components
Project description
TorchX
TorchX is a library containing standard DSLs for authoring and running PyTorch related components for an E2E production ML pipeline.
For the latest documentation, please refer to our website.
Requirements
TorchX SDK (torchx):
- python3 (3.8+)
- torch
TorchX Kubeflow Pipelines Support (torchx-kfp):
- torchx
- kfp
Installation
Release
# install torchx sdk and CLI -- minimum dependencies
pip install torchx
# install torchx sdk and CLI -- all dependencies
pip install "torchx[dev]"
# install torchx kubeflow pipelines (kfp) support
pip install "torchx[kfp]"
# install torchx Kubernetes / Volcano support
pip install "torchx[kubernetes]"
Nightly
# install torchx sdk and CLI
pip install torchx-nightly
Source
# install torchx sdk and CLI from source
$ pip install -e git+https://github.com/pytorch/torchx.git#egg=torchx
# install extra dependencies
$ pip install -e git+https://github.com/pytorch/torchx.git#egg=torchx[kubernetes]
Quickstart
See the quickstart guide.
Contributing
We welcome PRs! See the CONTRIBUTING file.
License
TorchX is BSD licensed, as found in the LICENSE file.
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 Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
File details
Details for the file torchx_nightly-2022.1.19-py3-none-any.whl.
File metadata
- Download URL: torchx_nightly-2022.1.19-py3-none-any.whl
- Upload date:
- Size: 159.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.1 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
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | eca553dccf8e698648ec44a61133256dda472fc6cfd170a69b2d670655e332d1 |
|
| MD5 | 2cc02ca935d6188006d7d8f73d1c3b8b |
|
| BLAKE2b-256 | e604d039d84c2c35d81bb50d0913ff311987fa344fa9f275d2673389ca7df9c6 |
