README.txt

PyTorch Recipes
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1. defining_a_neural_network.py
	 Defining a Neural Network in PyTorch
         https://pytorch.org/tutorials/recipes/recipes/defining_a_neural_network.html

2. what_is_state_dict.py
	 What is a state_dict in PyTorch
         https://pytorch.org/tutorials/recipes/recipes/what_is_state_dict.html

3. saving_and_loading_models_for_inference.py
	 Saving and loading models for inference in PyTorch
         https://pytorch.org/tutorials/recipes/recipes/saving_and_loading_models_for_inference.html

4. custom_dataset_transforms_loader.py
	 Developing Custom PyTorch Dataloaders
         https://pytorch.org/tutorials/recipes/recipes/custom_dataset_transforms_loader.html


5. Captum_Recipe.py
	 Model Interpretability using Captum
         https://pytorch.org/tutorials/recipes/recipes/Captum_Recipe.html

6. dynamic_quantization.py
         Dynamic Quantization
         https://pytorch.org/tutorials/recipes/recipes/dynamic_quantization.html

7. warmstarting_model_using_parameters_from_a_different_model.py
         Warmstarting models using parameters from different model
         https://pytorch.org/tutorials/recipes/recipes/warmstarting_model_using_parameters_from_a_different_model.html

8. zeroing_out_gradients.py
         Zeroing out gradients
         https://pytorch.org/tutorials/recipes/recipes/zeroing_out_gradients.html

9. mobile_perf.py
         PyTorch Mobile Performance Recipes
         https://pytorch.org/tutorials/recipes/mobile_perf.html

10. amp_recipe.py
         Automatic Mixed Precision
         https://pytorch.org/tutorials/recipes/amp_recipe.html

11. regional_compilation.py
	Reducing torch.compile cold start compilation time with regional compilation
         https://pytorch.org/tutorials/recipes/regional_compilation.html