A comprehensive reference covering the 10 most common PyTorch RuntimeErrors related to tensor shapes. Each error includes the exact error text, root cause analysis, and a concrete code fix.
Quick-reference formulas for every common neural network layer type. Includes worked examples with real numbers for Conv2d, Linear, LSTM, MaxPool2d, and more.