INFO:root:Namespace(input_file='data/drosophila_melanogaster_genes_exons.bed', output_dir='outputs/245', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=1, threads=20, fit='i', training_opt=[10, 2000, 95], 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: 7.228287865175523
        x: [-6.227e+00 -1.500e+01]
      nit: 17
      jac: [ 2.665e-07  1.587e-04]
     nfev: 78
     njev: 26
 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: 7.228287865175502
        x: [-6.227e+00 -1.500e+01]
      nit: 14
      jac: [ 3.109e-06  1.573e-04]
     nfev: 81
     njev: 27
 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: 7.228287865175576
        x: [-6.227e+00 -1.500e+01]
      nit: 13
      jac: [-6.128e-06  1.481e-04]
     nfev: 75
     njev: 25
 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: 7.228287865175636
        x: [-6.227e+00 -1.500e+01]
      nit: 16
      jac: [ 7.283e-06  1.470e-04]
     nfev: 81
     njev: 27
 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: 7.228287865179794
        x: [-6.227e+00 -1.500e+01]
      nit: 10
      jac: [ 1.865e-06  1.475e-04]
     nfev: 51
     njev: 17
 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: 7.228287865175877
        x: [-6.227e+00 -1.500e+01]
      nit: 18
      jac: [ 5.951e-06  1.571e-04]
     nfev: 84
     njev: 28
 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: 7.228287865175965
        x: [-6.227e+00 -1.500e+01]
      nit: 18
      jac: [-2.043e-06  1.593e-04]
     nfev: 90
     njev: 30
 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: 7.228287865175607
        x: [-6.227e+00 -1.500e+01]
      nit: 16
      jac: [-2.132e-06  1.572e-04]
     nfev: 78
     njev: 26
 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: 7.228287865175525
        x: [-6.227e+00 -1.500e+01]
      nit: 17
      jac: [ 8.082e-06  1.587e-04]
     nfev: 90
     njev: 30
 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: 7.228287865175713
        x: [-6.227e+00 -1.500e+01]
      nit: 20
      jac: [-1.092e-05  1.464e-04]
     nfev: 90
     njev: 30
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
