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Customized PyTorch Lightning + Hydra template for ML fast prototyping and experiments.

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Neo Lightning-Hydra Template

PyTorch Lightning Config: Hydra Template

Description

This is a general template repository for prototyping deep learning models with Lightning library and Hydra configuration management system. The implementation is forked from the original lightning-hydra-template by ashleve in order to:

  • Simplify the dependency tree.
  • Embrace modern Python project structure (PEP 621).
  • Improve flexibility in workflow for prototyping and experimenting with large neural networks.

License

Neo Lightning-Hydra Template contributions since bddbc24 are licensed under MIT license, except for contributions copied from the original lightning-hydra-template project. See LICENSE for details.

MIT License

Copyright (c) 2021 ashleve

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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