INFO:root:Namespace(input_file='data/far_gaussian.npy', output_dir='outputs/308', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, threads=20, fit='d', training_opt=[10, 1000, 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: 6.857588148056562
        x: [-5.856e+00 -1.500e+01]
      nit: 14
      jac: [-3.642e-06  1.021e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 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: 6.857588148056124
        x: [-5.856e+00 -1.500e+01]
      nit: 12
      jac: [ 1.954e-06  1.100e-04]
     nfev: 39
     njev: 13
 hess_inv: <2x2 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: 6.857588148056236
        x: [-5.856e+00 -1.500e+01]
      nit: 14
      jac: [-7.105e-06  9.708e-05]
     nfev: 48
     njev: 16
 hess_inv: <2x2 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: 6.857588148056298
        x: [-5.856e+00 -1.500e+01]
      nit: 16
      jac: [-4.619e-06  1.013e-04]
     nfev: 60
     njev: 20
 hess_inv: <2x2 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: 6.857588148056935
        x: [-5.856e+00 -1.500e+01]
      nit: 14
      jac: [ 1.776e-06  1.022e-04]
     nfev: 48
     njev: 16
 hess_inv: <2x2 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: 6.857588148056302
        x: [-5.856e+00 -1.500e+01]
      nit: 13
      jac: [-6.484e-06  9.948e-05]
     nfev: 45
     njev: 15
 hess_inv: <2x2 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: 6.857588148056501
        x: [-5.856e+00 -1.500e+01]
      nit: 12
      jac: [-5.684e-06  1.093e-04]
     nfev: 42
     njev: 14
 hess_inv: <2x2 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: 6.857588148056094
        x: [-5.856e+00 -1.500e+01]
      nit: 14
      jac: [ 2.220e-06  1.084e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 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: 6.857588148056189
        x: [-5.856e+00 -1.500e+01]
      nit: 14
      jac: [ 1.421e-06  1.050e-04]
     nfev: 48
     njev: 16
 hess_inv: <2x2 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: 6.8575881480566006
        x: [-5.856e+00 -1.500e+01]
      nit: 13
      jac: [-5.862e-06  1.021e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
