INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/41', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=1, threads=1, fit='d', training_opt=[10, 500, 100], opt_options=[1e-06, 1e-06, 15000.0, 10.0])
INFO:root:Best Optimization Result for iteration 0 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002845960765626
        x: [-2.979e+00 -1.306e+01]
      nit: 14
      jac: [-7.414e-04  4.201e-05]
     nfev: 57
     njev: 19
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 1 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002851450999406
        x: [-2.978e+00 -1.293e+01]
      nit: 16
      jac: [ 1.203e-04  4.743e-05]
     nfev: 60
     njev: 20
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.0028097862540175
        x: [-2.978e+00 -1.500e+01]
      nit: 19
      jac: [ 5.338e-05  5.951e-06]
     nfev: 72
     njev: 24
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 3 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.00436580304872
        x: [-2.978e+00 -9.440e+00]
      nit: 6
      jac: [-1.377e-05  1.562e-03]
     nfev: 24
     njev: 8
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 4 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002861688861662
        x: [-2.977e+00 -1.274e+01]
      nit: 14
      jac: [ 8.238e-04  5.764e-05]
     nfev: 57
     njev: 19
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002809786439923
        x: [-2.978e+00 -1.500e+01]
      nit: 22
      jac: [ 5.675e-05  6.040e-06]
     nfev: 81
     njev: 27
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.00281048024565
        x: [-2.978e+00 -1.489e+01]
      nit: 20
      jac: [-6.963e-05  6.928e-06]
     nfev: 69
     njev: 23
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 7 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002809818784301
        x: [-2.978e+00 -1.500e+01]
      nit: 21
      jac: [-2.549e-04  5.507e-06]
     nfev: 75
     njev: 25
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 8 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.002811873342307
        x: [-2.978e+00 -1.470e+01]
      nit: 18
      jac: [-2.709e-05  7.727e-06]
     nfev: 66
     njev: 22
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 9 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 4.0037328735904465
        x: [-2.978e+00 -9.959e+00]
      nit: 5
      jac: [-1.545e-05  9.290e-04]
     nfev: 18
     njev: 6
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
