Optimise the input-dependent model
  Iteration  Func-count      f(x)      Lambda
      0          1          783.75    
      1          3         783.714       10
      2          5         783.705        5
      3          7         783.705      2.5
      4          8         783.705       10
      5         10         783.703       10
      6         12         783.703        5
      7         13         783.703       20
 TolFun reached. Func-count 13. Final f(x)=783.703. Elapsed time 4600.79
mlpd input-dependent: -0.99
Optimise the normal gaussian model
  Iteration  Func-count      f(x)      Lambda
      0          1          2984.2    
      1          3         1408.89       10
      2          5         937.085        5
      3          7         837.594      2.5
      4          9         828.249     1.25
      5         11         827.869    0.625
      6         13         827.834    0.312
      7         15         827.818    0.156
      8         17         827.811   0.0781
      9         19         827.796   0.0391
     10         21         827.795   0.0195
     11         23         827.795   0.00977
     12         25         827.795   0.00488
 TolFun reached. Func-count 25. Final f(x)=827.795. Elapsed time 1.47
mlpd gaussian: -1.12

 gp hyperparameters: 
 
    0.1823   -2.4816   -0.3657   -1.3494    1.0286   -0.2708

Demo completed in 76.727 minutes
