Just don't use otypes, itypes. Implement the make_node() method. It isn't
hard. We won't extend shortly as_op or otypes/itypes.

If you have question about make_node(), you can ask them.

Fred

On Tue, Aug 1, 2017 at 12:33 PM 'Michael Osthege' via theano-users <
[email protected]> wrote:

> sorry to dig up this old thread, but I am also working with pymc3 and have
>>> a related problem:
>>>
>>
> I am trying to create custom Ops for integrating an ODE model. I can
> already do it with as_op, but that can't be pickled leading to problems
> with parallelization in pymc3.
>
> I followed the theano documentation to implement a custom Op, but I
> noticed a problem with the otypes. The *Ops otypes is a list of dvector,
> but the length of that list can change with the Op parameters*. But the
> itypes/otypes are not instance-attributes but class attributes. So
> theoretically I *can't have multiply custom Ops of the same type that
> have different itypes/otypes*, right?
>
> Also, do you have any idea how I could circumvent this?
>
> cheers
>
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