Solved by ptrblck in post #2 
              
              
                Or course it depends on your actual use case, but you could treat the height and width of the CNN output as the temporal dimension and the channels as the features and pass it to the RNN. 
By default the RNN modules expect an input in the shape [seq_len, batch_size, features] and you could use batch…