HF RL Explorer

Task: Demonstrate the Relationship Between PyTorch LSTM and LSTMCell

Task: Demonstrate the Relationship Between PyTorch LSTM and LSTMCell: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that demonstrates the equivalence and differences between PyTorch's nn.LSTM and nn.LSTMCell modules. You must prove that an nn.LSTM layer (single layer…

The task

Write a Python script that demonstrates the equivalence and differences between PyTorch's `nn.LSTM` and `nn.LSTMCell` modules. You must prove that an `nn.LSTM` layer (single layer, unidirectional, no dropout) produces identical outputs to a manually unrolled `nn.LSTMCell` when given the same weights and inputs.

Part of PrimeIntellect/Terminal-Lego-15k.