INFO:root:Namespace(input_file='data/complement_hirt_chr.txt', output_dir='outputs/783', architecture='combined', number_of_states=28, 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: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  7.572e-01  2.173e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 1 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  6.852e-01  8.648e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  5.083e-02  9.219e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 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: 20.330101715412685
        x: [ 1.478e+01 -1.500e+01 ...  5.045e-01  2.316e-01]
      nit: 8
      jac: [-3.553e-07  0.000e+00 ... -4.263e-06  4.263e-06]
     nfev: 990
     njev: 18
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 4 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  4.717e-01  6.244e-02]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  1.749e-01  1.231e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  9.987e-01  4.433e-02]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 7 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  6.342e-01  1.539e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 8 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  6.820e-01  2.894e-02]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 9 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 46.05170185988092
        x: [ 1.500e+01 -1.500e+01 ...  9.625e-01  9.193e-01]
      nit: 0
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 55
     njev: 1
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
