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title : Introduction to PyTorch Lightning
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author : Lightning.ai
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created : 2020-12-21
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- updated : 2023-05-15
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license : CC BY-SA
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- build : 0
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tags :
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- Image
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description : In this notebook, we'll go over the basics of lightning by preparing
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models to train on the [MNIST Handwritten Digits dataset](https://en.wikipedia.org/wiki/MNIST_database).
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- requirements :
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- - torchvision
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- - torchmetrics >=0.11.0
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- - pandas
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- - seaborn
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- - lightning>=2.0.0
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accelerator :
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- CPU
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- GPU
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environment :
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- - pytorch-lightning==1.5.3
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- - torchvision==0.15.2
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- - torch==2.0.1
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- - numpy==1.26.4
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- - torchmetrics==1.2.1
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- - setuptools==69.0.3
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- - urllib3==2.2.2
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- - pandas==2.2.2
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- - ipython==8.16.1
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- - matplotlib==3.8.4
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- - lightning==2.3.3
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- seaborn==0.13.2
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- published : ' 2024-07-20T00:10:28.589696'
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+ - torchmetrics==1.4.0.post0
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+ - lightning==2.3.3
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+ - pandas==2.2.2
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+ - torchvision==0.18.1+cu118
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+ published : ' 2024-07-23T01:46:25.359284'
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