INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/154', architecture='combined', number_of_states=44, log_f='trainig_log', no_mean=0, 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: 2.99453343048047
        x: [ 1.459e+01 -1.500e+01 ...  2.166e-01  7.201e-01]
      nit: 76
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7482
     njev: 86
 hess_inv: <86x86 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: 2.987830433912075
        x: [ 1.498e+01 -1.500e+01 ...  6.251e-02  2.936e-01]
      nit: 110
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 10614
     njev: 122
 hess_inv: <86x86 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: 2.992205306660011
        x: [ 1.496e+01 -1.500e+01 ...  5.984e-01  7.259e-01]
      nit: 70
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7047
     njev: 81
 hess_inv: <86x86 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: 2.989106570201108
        x: [ 1.498e+01 -1.500e+01 ...  4.209e-01  7.337e-01]
      nit: 67
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 6351
     njev: 73
 hess_inv: <86x86 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: 2.9916186591262086
        x: [ 1.498e+01 -1.500e+01 ...  8.281e-01  9.291e-02]
      nit: 73
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7395
     njev: 85
 hess_inv: <86x86 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: 2.9915520478909583
        x: [ 1.497e+01 -1.500e+01 ...  1.585e-01  1.822e-01]
      nit: 75
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7569
     njev: 87
 hess_inv: <86x86 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: 2.992201786159243
        x: [ 1.473e+01 -1.500e+01 ...  6.343e-01  7.096e-01]
      nit: 62
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 6438
     njev: 74
 hess_inv: <86x86 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: 2.9921257829542243
        x: [ 1.496e+01 -1.500e+01 ...  6.103e-01  1.375e-01]
      nit: 117
      jac: [-4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 12615
     njev: 145
 hess_inv: <86x86 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: 2.991463795236489
        x: [ 1.497e+01 -1.500e+01 ...  9.969e-01  6.439e-01]
      nit: 191
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 19401
     njev: 223
 hess_inv: <86x86 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: 2.986860756629245
        x: [ 1.498e+01 -1.500e+01 ...  8.779e-01  9.772e-01]
      nit: 125
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 12267
     njev: 141
 hess_inv: <86x86 LbfgsInvHessProduct with dtype=float64>
