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Mental model: Training a neural network in PyTorch
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Classroom Contents
Train a PyTorch Neural Network Step-by-Step - PyTorch Deep Learning
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- 1 Mental model: Training a neural network in PyTorch
- 2 PyTorch imports and hyperparemeters
- 3 Training and test data for our FashionMNIST classification
- 4 Creating our Neural Network using PyTorch's nn module
- 5 Loss function, Cross-Entropy Loss and Optimizers
- 6 Setting up a training loop for the forward pass + backward pass
- 7 Visualize our computation graph with pytorchviz
- 8 Saving and loading pytorch models
