Solved by Zafar in post #2 
              
              
                Just to make it clear – when you say “convert to 8bit” are you using quantization or are you just casting the types down? Also, we don’t support quantization lower than 8 bits, so binarization of the layers might not be supported without custom hacks. 
Lastly, if you already have the weights, and yo…