INFO:root:Namespace(input_file='data/complement_drosophila_melanogaster_genes_exons.bed', output_dir='outputs/740', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, threads=10, fit='i', training_opt=[10, 2000, 75], 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: 8.352906962320503
        x: [-7.239e+00 -1.500e+01]
      nit: 12
      jac: [ 2.789e-05  4.325e-04]
     nfev: 42
     njev: 14
 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: 8.352906962312442
        x: [-7.239e+00 -1.500e+01]
      nit: 14
      jac: [-1.066e-05  4.020e-04]
     nfev: 51
     njev: 17
 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: 8.352906962310142
        x: [-7.239e+00 -1.500e+01]
      nit: 13
      jac: [-1.137e-05  4.322e-04]
     nfev: 63
     njev: 21
 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: 8.352906962386026
        x: [-7.239e+00 -1.500e+01]
      nit: 12
      jac: [-4.015e-05  4.018e-04]
     nfev: 42
     njev: 14
 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: 8.35290696230987
        x: [-7.239e+00 -1.500e+01]
      nit: 13
      jac: [ 2.949e-05  4.320e-04]
     nfev: 42
     njev: 14
 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: 8.352906962313039
        x: [-7.239e+00 -1.500e+01]
      nit: 13
      jac: [-1.315e-05  4.292e-04]
     nfev: 51
     njev: 17
 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: 8.352906962310053
        x: [-7.239e+00 -1.500e+01]
      nit: 11
      jac: [ 2.665e-06  4.292e-04]
     nfev: 36
     njev: 12
 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: 8.352906962309806
        x: [-7.239e+00 -1.500e+01]
      nit: 12
      jac: [ 3.251e-05  4.320e-04]
     nfev: 42
     njev: 14
 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: 8.352906962524216
        x: [-7.239e+00 -1.500e+01]
      nit: 14
      jac: [-1.208e-05  3.942e-04]
     nfev: 51
     njev: 17
 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: 8.352906962310026
        x: [-7.239e+00 -1.500e+01]
      nit: 14
      jac: [-9.059e-06  4.016e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
