Initial states error about recurrentshop HOT 6 CLOSED

The states should be of shapes (batch_size, dim).. You are clearly providing just (dim, )

from recurrentshop.

Made a bug fix.. you should be able to use zeros init without specifying batch shape.

from recurrentshop.

You can now use state_initializer argument to initialize your states..

    return RecurrentModel(input=x, output=ht,
                          initial_states=[h_tm1, n_tm1, d_tm1],
                          final_states=[ht, nt, dt], state_initializer=['random_uniform', 'zeros', 'zeros'])

from recurrentshop.

Also see docs/state_init.md

from recurrentshop.

Thanks for that ! But apparently zeros does not support symbolic shapes, I'll have to pass the batch_size as well I think

from recurrentshop.

Cool, works fine now

from recurrentshop.