ransition matrix
is the same structure except the parameters (alpha, beta, gamma) are the cumulative analogs.

q_posterior

<
source
>
(
log_p_x_0
x_t
t

)
→
torch.FloatTensor of shape (batch size, num classes, num latent pixels)

Parameters 

t (torch.Long) —
The timestep that determines which transition matrix is used.


Returns

torch.FloatTensor of shape (batch size, num classes, num latent pixels)



The log probabilities for the predicted