INFO:root:Namespace(input_file='data/complement_Gains_inc_chr.txt', output_dir='outputs/755', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, threads=10, fit='i', training_opt=[10, 2000, 90], 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: 15.074580853642738
        x: [-1.377e+01 -1.500e+01]
      nit: 3
      jac: [-5.491e-03  2.961e-01]
     nfev: 36
     njev: 12
 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: 15.074580853618846
        x: [-1.377e+01 -1.500e+01]
      nit: 6
      jac: [ 1.512e-02  2.961e-01]
     nfev: 150
     njev: 50
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: ABNORMAL_TERMINATION_IN_LNSRCH
  success: False
   status: 2
      fun: 15.074580853361335
        x: [-1.377e+01 -1.500e+01]
      nit: 5
      jac: [ 1.564e-02  2.961e-01]
     nfev: 147
     njev: 49
 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: 15.07458085336526
        x: [-1.377e+01 -1.500e+01]
      nit: 4
      jac: [-5.488e-03  2.961e-01]
     nfev: 39
     njev: 13
 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: 15.074580853348087
        x: [-1.377e+01 -1.500e+01]
      nit: 4
      jac: [-5.453e-03  2.960e-01]
     nfev: 33
     njev: 11
 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: 15.074580860106028
        x: [-1.377e+01 -1.500e+01]
      nit: 3
      jac: [ 1.568e-02  2.960e-01]
     nfev: 36
     njev: 12
 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: 15.074580853234224
        x: [-1.377e+01 -1.500e+01]
      nit: 6
      jac: [ 1.551e-02  2.959e-01]
     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: 15.074580854226062
        x: [-1.377e+01 -1.500e+01]
      nit: 5
      jac: [-5.650e-03  2.750e-01]
     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: 15.074580854930392
        x: [-1.377e+01 -1.500e+01]
      nit: 8
      jac: [-5.510e-03  2.960e-01]
     nfev: 66
     njev: 22
 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: 15.07458085453469
        x: [-1.377e+01 -1.500e+01]
      nit: 6
      jac: [-5.468e-03  2.961e-01]
     nfev: 102
     njev: 34
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
