INFO:root:Namespace(input_file='data/complement_H3K4me3_chr.txt', output_dir='outputs/785', architecture='combined', number_of_states=2, log_f='trainig_log', no_mean=0, threads=10, 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: 13.03219219896636
        x: [-1.195e+01 -1.500e+01]
      nit: 3
      jac: [-1.850e-03  4.472e-02]
     nfev: 30
     njev: 10
 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: 13.032192200047009
        x: [-1.195e+01 -1.500e+01]
      nit: 7
      jac: [-1.850e-03  4.465e-02]
     nfev: 33
     njev: 11
 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: 13.03219219889342
        x: [-1.195e+01 -1.500e+01]
      nit: 6
      jac: [ 1.595e-03  4.814e-02]
     nfev: 24
     njev: 8
 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: 13.032192198838828
        x: [-1.195e+01 -1.500e+01]
      nit: 9
      jac: [ 1.586e-03  4.816e-02]
     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: 13.032192200696867
        x: [-1.195e+01 -1.500e+01]
      nit: 7
      jac: [ 1.155e-03  4.815e-02]
     nfev: 36
     njev: 12
 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: 13.032192198872085
        x: [-1.195e+01 -1.500e+01]
      nit: 7
      jac: [ 1.371e-03  4.810e-02]
     nfev: 66
     njev: 22
 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: 13.032192198951376
        x: [-1.195e+01 -1.500e+01]
      nit: 7
      jac: [ 1.580e-03  4.815e-02]
     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: 13.03219219885984
        x: [-1.195e+01 -1.500e+01]
      nit: 7
      jac: [ 1.263e-03  4.811e-02]
     nfev: 30
     njev: 10
 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: 13.032192201122648
        x: [-1.195e+01 -1.500e+01]
      nit: 6
      jac: [ 1.481e-03  4.815e-02]
     nfev: 24
     njev: 8
 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: 13.03219219896542
        x: [-1.195e+01 -1.500e+01]
      nit: 9
      jac: [ 1.581e-03  4.815e-02]
     nfev: 51
     njev: 17
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
