nn.embedding explained code example

Example: Convert torch.nn.Embedding layer to numpy array

bert_embeddings = bert_model.get_input_embeddings()

# Convert bert embeddings from a torch.nn.Module type to a numpy array
bert_embedding_numpy = np.array(bert_embeddings.weight.data)