INFO:root:Namespace(input_file='data/H3K4me3_chr.txt', output_dir='outputs/478', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, threads=10, fit='i', training_opt=[10, 2000, 99], 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: 8.56244366295315
        x: [-7.562e+00 -1.500e+01]
      nit: 11
      jac: [-3.801e-05  5.993e-04]
     nfev: 36
     njev: 12
 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: 8.562443662886505
        x: [-7.562e+00 -1.500e+01]
      nit: 12
      jac: [ 3.908e-06  6.006e-04]
     nfev: 39
     njev: 13
 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: 8.562443662889098
        x: [-7.562e+00 -1.500e+01]
      nit: 16
      jac: [-4.441e-05  5.551e-04]
     nfev: 60
     njev: 20
 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: 8.562443665383924
        x: [-7.562e+00 -1.500e+01]
      nit: 11
      jac: [-6.022e-05  6.001e-04]
     nfev: 36
     njev: 12
 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: 8.56244366289408
        x: [-7.562e+00 -1.500e+01]
      nit: 12
      jac: [ 4.086e-06  5.972e-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: 8.56244366289151
        x: [-7.562e+00 -1.500e+01]
      nit: 12
      jac: [-1.066e-06  5.979e-04]
     nfev: 39
     njev: 13
 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: 8.562443662886173
        x: [-7.562e+00 -1.500e+01]
      nit: 12
      jac: [ 6.573e-06  6.004e-04]
     nfev: 45
     njev: 15
 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: 8.56244366289365
        x: [-7.562e+00 -1.500e+01]
      nit: 11
      jac: [ 6.395e-06  6.013e-04]
     nfev: 36
     njev: 12
 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: 8.56244366290633
        x: [-7.562e+00 -1.500e+01]
      nit: 11
      jac: [-6.750e-06  6.006e-04]
     nfev: 39
     njev: 13
 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: 8.562443662885268
        x: [-7.562e+00 -1.500e+01]
      nit: 7
      jac: [ 2.309e-05  5.954e-04]
     nfev: 57
     njev: 19
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
