miracleyoo/pytorch-lightning-template
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.
This project offers pre-built organizational structures for setting up machine learning experiments, specifically for image classification and super-resolution tasks. It helps researchers and data scientists who are developing deep learning models to standardize their code, making it easier to manage multiple models and datasets within a single project. You provide your specific PyTorch model and dataset code, and the template provides the structure for training, validation, and testing.
1,541 stars. No commits in the last 6 months.
Use this if you are a machine learning researcher or data scientist working with PyTorch and need a clear, reusable framework to manage complex deep learning projects with multiple models and datasets, especially for computer vision tasks.
Not ideal if you are new to PyTorch or deep learning frameworks, as it assumes familiarity with model and data handling concepts.
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1,541
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Language
Jupyter Notebook
License
Apache-2.0
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Last pushed
Aug 06, 2023
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