Hi Ptrblck,
Thank you for your reply
I updated the ntasks:1  #number of tasks
which gave me the below:
print(output.shape)

Now after I did that I can see that its start forwarding, also I was mistaken by the number of classes because after that it crashed on the 25 class and was complaining outside the boundary.
However once i updated the num_classes: 26 the output shape is (8, 26) and I was able to pass all the tensors and awaiting to display the epoch counting  finger crossed
it looks promising, it took time for training however it started to work at least even not good accuracy etc …
output shape torch.Size([8, 26])
I still want to figure out why once I reduce the number of tasks it affected the shape of the output model?
Thank you ptrblck without your assistance I couldn’t get this far cheers.
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