INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/151', architecture='combined', number_of_states=38, 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: 2.9956214590459256
        x: [ 1.496e+01 -1.500e+01 ...  2.060e-01  6.471e-01]
      nit: 117
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 10125
     njev: 135
 hess_inv: <74x74 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: 2.9911829881963294
        x: [ 1.496e+01 -1.500e+01 ...  8.478e-01  3.923e-01]
      nit: 130
      jac: [-4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11475
     njev: 153
 hess_inv: <74x74 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: 2.987389358794794
        x: [ 1.498e+01 -1.500e+01 ...  1.158e-01  3.128e-01]
      nit: 116
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 10275
     njev: 137
 hess_inv: <74x74 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: 2.9919476707973005
        x: [ 1.488e+01 -1.500e+01 ...  4.518e-01  8.159e-01]
      nit: 83
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 6750
     njev: 90
 hess_inv: <74x74 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: 2.9902276279415023
        x: [ 1.497e+01 -1.500e+01 ...  7.363e-01  3.942e-01]
      nit: 162
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 14100
     njev: 188
 hess_inv: <74x74 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: 3.001873611246184
        x: [ 1.430e+01 -1.500e+01 ...  8.420e-01  1.419e-01]
      nit: 65
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5400
     njev: 72
 hess_inv: <74x74 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: 2.992330277336733
        x: [ 1.498e+01 -1.500e+01 ...  4.591e-01  8.572e-01]
      nit: 67
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5550
     njev: 74
 hess_inv: <74x74 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: 2.989017008821732
        x: [ 1.498e+01 -1.500e+01 ...  4.629e-01  5.410e-01]
      nit: 71
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 6150
     njev: 82
 hess_inv: <74x74 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: 2.994179684012198
        x: [ 1.483e+01 -1.500e+01 ...  4.692e-01  5.408e-01]
      nit: 106
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9000
     njev: 120
 hess_inv: <74x74 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: 2.992097666284827
        x: [ 1.498e+01 -1.500e+01 ...  1.792e-02  1.534e-01]
      nit: 87
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7425
     njev: 99
 hess_inv: <74x74 LbfgsInvHessProduct with dtype=float64>
