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NA #17

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4 changes: 3 additions & 1 deletion disentangled_rnns/library/rnn_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -641,7 +641,9 @@ def unroll_network(xs):
apply = jax.jit(model.apply)
y_hats, states = apply(params, key, xs)

states = np.squeeze(np.array(states))
if isinstance(states, tuple) or isinstance(states, list) and len(states) == 1:
states = np.array(states[0])

# States should now be (n_timesteps, n_episodes, n_hidden)
assert states.shape[0] == xs.shape[0], (
'States and inputs should have the same number of timesteps.')
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