INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/152', architecture='combined', number_of_states=40, 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: 2.9922179951084797
        x: [ 1.495e+01 -1.500e+01 ...  5.058e-01  5.754e-01]
      nit: 109
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9796
     njev: 124
 hess_inv: <78x78 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: 2.992872366777179
        x: [ 1.495e+01 -1.500e+01 ...  4.314e-01  2.897e-02]
      nit: 89
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7900
     njev: 100
 hess_inv: <78x78 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: 2.9916423525290097
        x: [ 1.496e+01 -1.500e+01 ...  6.856e-01  4.889e-01]
      nit: 94
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 8848
     njev: 112
 hess_inv: <78x78 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: 2.9906532805137376
        x: [ 1.496e+01 -1.500e+01 ...  3.438e-01  9.679e-01]
      nit: 166
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 15168
     njev: 192
 hess_inv: <78x78 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: 2.9884070205354347
        x: [ 1.491e+01 -1.500e+01 ...  8.380e-01  1.716e-01]
      nit: 175
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 15800
     njev: 200
 hess_inv: <78x78 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: 2.990389299486947
        x: [ 1.498e+01 -1.500e+01 ...  9.670e-01  3.578e-01]
      nit: 104
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9638
     njev: 122
 hess_inv: <78x78 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: 2.998605097131719
        x: [ 1.498e+01 -1.500e+01 ...  5.676e-02  4.952e-02]
      nit: 52
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 4819
     njev: 61
 hess_inv: <78x78 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: 2.998705772601885
        x: [ 1.495e+01 -1.500e+01 ...  3.346e-01  8.679e-02]
      nit: 83
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7979
     njev: 101
 hess_inv: <78x78 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: 2.998273682757672
        x: [ 1.457e+01 -1.500e+01 ...  8.492e-01  9.048e-01]
      nit: 100
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9638
     njev: 122
 hess_inv: <78x78 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: 2.993426233094676
        x: [ 1.442e+01 -1.500e+01 ...  2.528e-02  1.005e-01]
      nit: 114
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9954
     njev: 126
 hess_inv: <78x78 LbfgsInvHessProduct with dtype=float64>
