INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/153', architecture='combined', number_of_states=42, 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: 2.987751841483842
        x: [ 1.499e+01 -1.500e+01 ...  2.526e-01  6.987e-01]
      nit: 101
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9794
     njev: 118
 hess_inv: <82x82 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: 2.992346941947386
        x: [ 1.489e+01 -1.500e+01 ...  3.334e-01  1.345e-01]
      nit: 151
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 13944
     njev: 168
 hess_inv: <82x82 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: 2.986142231490327
        x: [ 1.493e+01 -1.500e+01 ...  2.084e-02  3.252e-01]
      nit: 90
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7968
     njev: 96
 hess_inv: <82x82 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: 2.995138679302447
        x: [ 1.497e+01 -1.500e+01 ...  1.029e-01  5.059e-01]
      nit: 107
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9877
     njev: 119
 hess_inv: <82x82 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: 2.995870680633745
        x: [ 1.497e+01 -1.500e+01 ...  7.397e-01  4.945e-02]
      nit: 119
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11205
     njev: 135
 hess_inv: <82x82 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: 2.9925563682748986
        x: [ 1.499e+01 -1.500e+01 ...  3.861e-01  4.477e-03]
      nit: 40
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3984
     njev: 48
 hess_inv: <82x82 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: 2.9935689609899447
        x: [ 1.468e+01 -1.500e+01 ...  8.155e-01  1.309e-01]
      nit: 78
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7719
     njev: 93
 hess_inv: <82x82 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: 2.9906406764302402
        x: [ 1.498e+01 -1.500e+01 ...  2.077e-01  7.343e-01]
      nit: 124
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11703
     njev: 141
 hess_inv: <82x82 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: 2.993830880907669
        x: [ 1.496e+01 -1.500e+01 ...  9.430e-01  3.189e-01]
      nit: 98
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9545
     njev: 115
 hess_inv: <82x82 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: 3.0034065367757368
        x: [ 1.454e+01 -1.500e+01 ...  5.469e-01  4.984e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 2656
     njev: 32
 hess_inv: <82x82 LbfgsInvHessProduct with dtype=float64>
