ldworkin / torchx

TorchX is a library containing standard DSLs for authoring and running PyTorch related components for an E2E production ML pipeline

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.