INFO:root:Namespace(input_file='data/complement_Gains_inc_chr.txt', output_dir='outputs/756', architecture='combined', number_of_states=4, 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: 15.119003091941604
        x: [ 1.500e+01 -1.500e+01  5.637e+00 -1.500e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.395e-03
             3.065e-01]
     nfev: 294
     njev: 42
 hess_inv: <6x6 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: 15.119002771213815
        x: [ 1.493e+01 -1.500e+01  7.952e+00 -1.495e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00 -1.517e-02
             2.838e-01]
     nfev: 126
     njev: 18
 hess_inv: <6x6 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: 15.119002788815548
        x: [ 1.485e+01 -1.500e+01  1.166e+01 -1.500e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [ 0.000e+00  0.000e+00  1.776e-07  0.000e+00  7.218e-03
             3.063e-01]
     nfev: 49
     njev: 7
 hess_inv: <6x6 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: 15.119002771359337
        x: [ 1.500e+01 -1.483e+01  1.487e+01 -1.492e+01 -1.380e+01
            -1.500e+01]
      nit: 5
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.224e-03
             3.065e-01]
     nfev: 161
     njev: 23
 hess_inv: <6x6 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: 15.119002767372313
        x: [ 1.500e+01 -1.498e+01  5.020e+00 -1.500e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.063e-03
             3.065e-01]
     nfev: 91
     njev: 13
 hess_inv: <6x6 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: 15.119002878508624
        x: [ 1.498e+01 -1.500e+01  6.149e+00 -1.492e+01 -1.380e+01
            -1.500e+01]
      nit: 5
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.223e-03
             3.065e-01]
     nfev: 161
     njev: 23
 hess_inv: <6x6 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: 15.119002775706516
        x: [ 1.486e+01 -1.482e+01  1.484e+01 -1.492e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [ 1.776e-07  0.000e+00  0.000e+00  0.000e+00  7.235e-03
             3.064e-01]
     nfev: 42
     njev: 6
 hess_inv: <6x6 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: 15.119002787617587
        x: [ 1.491e+01 -1.500e+01  1.204e+01 -1.495e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.394e-03
             3.064e-01]
     nfev: 84
     njev: 12
 hess_inv: <6x6 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: 15.11900277075635
        x: [ 1.500e+01 -1.500e+01  7.155e+00 -1.484e+01 -1.380e+01
            -1.500e+01]
      nit: 5
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.414e-03
             3.064e-01]
     nfev: 91
     njev: 13
 hess_inv: <6x6 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: 15.11900277352174
        x: [ 1.485e+01 -1.497e+01  1.099e+01 -1.482e+01 -1.380e+01
            -1.500e+01]
      nit: 4
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  7.392e-03
             3.065e-01]
     nfev: 77
     njev: 11
 hess_inv: <6x6 LbfgsInvHessProduct with dtype=float64>
