It didn’t work, the model is still updating its params.  To make the model clear. M includes two sequential instantiated twice. if the model is called first M(input,1) the first is computed , while the second is computed with M(input,2).
I’m doing this procedure to make  sure the first call or the second are not interfering but apparently yes.