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Add CIFAR10 example link
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Tony-Y committed Oct 26, 2024
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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -25,6 +25,8 @@ pip install -U pytorch_warmup

## Examples

* [CIFAR10](https://github.com/Tony-Y/pytorch_warmup/tree/master/examples/cifar10) -
A sample script to train a ResNet20 model on the CIFAR10 dataset using an optimization algorithm with a warmup.
* [EMNIST](https://github.com/Tony-Y/pytorch_warmup/tree/master/examples/emnist) -
A sample script to train a CNN model on the EMNIST dataset using the Adam algorithm with a warmup.
* [Plots](https://github.com/Tony-Y/pytorch_warmup/tree/master/examples/plots) -
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5 changes: 4 additions & 1 deletion docs/index.rst
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Expand Up @@ -46,7 +46,10 @@ Examples
.. image:: https://colab.research.google.com/assets/colab-badge.svg
:alt: Open In Colab
:target: https://colab.research.google.com/github/Tony-Y/colab-notebooks/blob/master/PyTorch_Warmup_Approach1_chaining.ipynb


* `CIFAR10 <https://github.com/Tony-Y/pytorch_warmup/tree/master/examples/cifar10>`_ -
A sample script to train a ResNet20 model on the CIFAR10 dataset using an optimization algorithm with a warmup.

* `EMNIST <https://github.com/Tony-Y/pytorch_warmup/tree/master/examples/emnist>`_ -
A sample script to train a CNN model on the EMNIST dataset using the Adam algorithm with a warmup.

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