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I've tested the code with PyTorch 1.5, Pandas 1.0.3, and 1.0.5.
Also, I've set hparams["dataset_params"]["precomputed_embeddings"] as False.
Without fixing the bug, you will encounter an error as follow:
Line:335 start_ix = assign_ped_ids_ixs[change + 1]
Invalid index "change+1", because change has the same length as the assign_ped_ids_ixs.