INFO:root:Namespace(input_file='data/drosophila_melanogaster_genes_exons.bed', output_dir='outputs/292', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, 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: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.2070478934003654
        x: [-6.206e+00 -1.500e+01]
      nit: 14
      jac: [-8.882e-06  1.443e-04]
     nfev: 48
     njev: 16
 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: 7.207047893400305
        x: [-6.206e+00 -1.500e+01]
      nit: 16
      jac: [ 2.043e-06  1.542e-04]
     nfev: 63
     njev: 21
 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: 7.207047893400459
        x: [-6.206e+00 -1.500e+01]
      nit: 15
      jac: [ 2.132e-06  1.555e-04]
     nfev: 54
     njev: 18
 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: 7.207047893400771
        x: [-6.206e+00 -1.500e+01]
      nit: 14
      jac: [ 2.043e-06  1.543e-04]
     nfev: 51
     njev: 17
 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: 7.207047893400304
        x: [-6.206e+00 -1.500e+01]
      nit: 15
      jac: [ 1.954e-06  1.557e-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: 7.207047893400268
        x: [-6.206e+00 -1.500e+01]
      nit: 12
      jac: [ 2.220e-06  1.531e-04]
     nfev: 42
     njev: 14
 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: 7.207047893400357
        x: [-6.206e+00 -1.500e+01]
      nit: 15
      jac: [-9.148e-06  1.430e-04]
     nfev: 57
     njev: 19
 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: 7.207047893400327
        x: [-6.206e+00 -1.500e+01]
      nit: 16
      jac: [ 2.220e-06  1.558e-04]
     nfev: 63
     njev: 21
 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: 7.207047893400233
        x: [-6.206e+00 -1.500e+01]
      nit: 13
      jac: [ 3.997e-06  1.561e-04]
     nfev: 45
     njev: 15
 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: 7.2070478934008335
        x: [-6.206e+00 -1.500e+01]
      nit: 13
      jac: [ 1.688e-06  1.552e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
