PyTorch Howto
PyTorch is an open-source machine learning library for Python that provides tensor computation with GPU acceleration and a dynamic computational graph.
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Install PyTorch: Select your preferences and run the install command from pytorch.org. For example, using conda: 'conda install pytorch torchvision -c pytorch'
Import PyTorch: In your Python script, import PyTorch: 'import torch'
Create tensors: Create PyTorch tensors to store and operate on data: 'x = torch.tensor([1, 2, 3])'
Build a neural network: Define your neural network architecture using torch.nn modules
Prepare data: Load and preprocess your dataset, typically using torch.utils.data
Train the model: Implement the training loop - forward pass, loss calculation, backpropagation, and optimization
Evaluate the model: Test your trained model on validation/test data to assess performance
Save and load the model: Save your trained model using torch.save() and load it later with torch.load()
Deploy the model: Use TorchScript or TorchServe to deploy your model for production use
PyTorch FAQs
PyTorch is an open-source machine learning library developed by Facebook's AI Research lab. It is an optimized tensor library for deep learning using GPUs and CPUs.
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