recipes
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PyTorch Recipes --------------------------------------------- 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