Jeong_Ju_Kim:

Do you mean I can’t have the same embedding results only by fixing random seed?


Sure you can. What I’m saying is that you don’t need to fix the random seed when loading a saved model.
The embedding is a learned thing. From the docs 14, an instance of nn.Embedding has a .weight parameter which contains “the learnable weights of the module of shape (num_embeddings, embedding_dim)”.