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TorchX SDK and Components

Project description

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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

# install torchx sdk and CLI
pip install torchx

# install torchx kubeflow pipelines (kfp) support
pip install "torchx[kfp]"

Quickstart

See the quickstart guide.

Contributing

We welcome PRs! See the CONTRIBUTING file.

License

TorchX is BSD licensed, as found in the LICENSE file.

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