INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/141', architecture='combined', number_of_states=18, 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: 3.001338087372954
        x: [ 1.496e+01 -1.500e+01 ...  5.409e+00 -5.557e+00]
      nit: 47
      jac: [ 0.000e+00  0.000e+00 ... -1.910e-06  8.571e-06]
     nfev: 1785
     njev: 51
 hess_inv: <34x34 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: 2.9995393839842
        x: [ 1.490e+01 -1.500e+01 ...  5.597e+00 -8.992e+00]
      nit: 127
      jac: [ 0.000e+00  0.000e+00 ...  1.821e-06  2.220e-07]
     nfev: 5110
     njev: 146
 hess_inv: <34x34 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: 2.997632520210467
        x: [ 1.495e+01 -1.500e+01 ...  5.483e+00 -5.346e+00]
      nit: 96
      jac: [ 0.000e+00  0.000e+00 ... -8.127e-06  1.004e-05]
     nfev: 3920
     njev: 112
 hess_inv: <34x34 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: 3.003639297204666
        x: [ 1.497e+01 -1.500e+01 ...  4.711e+00 -6.777e+00]
      nit: 74
      jac: [ 0.000e+00  0.000e+00 ...  8.216e-06  5.329e-06]
     nfev: 3045
     njev: 87
 hess_inv: <34x34 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: 3.0007900490302517
        x: [ 1.497e+01 -1.500e+01 ...  7.789e+00 -7.623e+00]
      nit: 64
      jac: [ 0.000e+00  0.000e+00 ...  3.109e-07  8.882e-08]
     nfev: 2590
     njev: 74
 hess_inv: <34x34 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: 3.0017708094356665
        x: [ 1.499e+01 -1.500e+01 ...  8.797e+00 -8.774e+00]
      nit: 110
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 4865
     njev: 139
 hess_inv: <34x34 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: 3.0008425511697405
        x: [ 1.490e+01 -1.500e+01 ...  4.946e+00 -5.035e+00]
      nit: 145
      jac: [ 0.000e+00  0.000e+00 ... -1.692e-05  2.132e-05]
     nfev: 6055
     njev: 173
 hess_inv: <34x34 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: 3.001580170116101
        x: [ 1.478e+01 -1.500e+01 ...  4.180e+00 -3.227e+00]
      nit: 57
      jac: [ 0.000e+00  0.000e+00 ... -2.083e-05  2.265e-05]
     nfev: 2275
     njev: 65
 hess_inv: <34x34 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: 2.998830244773827
        x: [ 1.493e+01 -1.500e+01 ...  1.523e-02 -9.645e+00]
      nit: 121
      jac: [ 0.000e+00  0.000e+00 ... -6.617e-06  3.220e-05]
     nfev: 4795
     njev: 137
 hess_inv: <34x34 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: 3.0021760694634065
        x: [ 1.490e+01 -1.500e+01 ...  1.846e-01 -1.252e+01]
      nit: 81
      jac: [ 0.000e+00  0.000e+00 ...  3.575e-05  1.732e-06]
     nfev: 3325
     njev: 95
 hess_inv: <34x34 LbfgsInvHessProduct with dtype=float64>
