Patrick
All pre processing operations for all models are identical…as shown in original code posted.
I have also been investigating and when you halve the sample size to 40000, the CPU load on the LSTM and RNN models drops to 30%…so there is a relationship between sample size and CPU load  for these LSTM and RNN…but not for the CNN or GRU models.  Strange.
Thanks.
Gerry