INFO:root:Namespace(input_file='data/complement_H3K4me3_chr.txt', output_dir='outputs/788', architecture='combined', number_of_states=8, 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: 12.91891471004718
        x: [ 1.495e+01 -1.500e+01 ... -1.184e+01 -1.500e+01]
      nit: 6
      jac: [ 0.000e+00  0.000e+00 ... -2.942e-04  4.320e-02]
     nfev: 135
     njev: 9
 hess_inv: <14x14 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: 12.653772950749351
        x: [ 1.490e+01 -1.489e+01 ... -1.292e+01 -1.500e+01]
      nit: 14
      jac: [ 0.000e+00  0.000e+00 ...  9.809e-04  2.870e-02]
     nfev: 285
     njev: 19
 hess_inv: <14x14 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: 12.876342925447522
        x: [ 1.477e+01 -1.500e+01 ... -3.227e+00 -1.484e+01]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  8.971e-05  4.796e-06]
     nfev: 390
     njev: 26
 hess_inv: <14x14 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: 12.65376937481636
        x: [ 1.498e+01 -1.500e+01 ... -1.291e+01 -1.500e+01]
      nit: 11
      jac: [ 0.000e+00  0.000e+00 ...  6.008e-04  2.872e-02]
     nfev: 390
     njev: 26
 hess_inv: <14x14 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: 12.918923149748938
        x: [ 1.500e+01 -1.488e+01 ... -1.184e+01 -1.500e+01]
      nit: 18
      jac: [-0.000e+00  0.000e+00 ...  6.017e-04  4.320e-02]
     nfev: 285
     njev: 19
 hess_inv: <14x14 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: 12.653773047012008
        x: [ 1.498e+01 -1.500e+01 ... -1.292e+01 -1.500e+01]
      nit: 11
      jac: [ 0.000e+00  0.000e+00 ...  1.058e-03  2.870e-02]
     nfev: 195
     njev: 13
 hess_inv: <14x14 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: 12.653761418483136
        x: [ 1.500e+01 -1.500e+01 ... -1.292e+01 -1.500e+01]
      nit: 23
      jac: [-0.000e+00  0.000e+00 ... -4.443e-04  2.868e-02]
     nfev: 450
     njev: 30
 hess_inv: <14x14 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: 12.918589515737533
        x: [ 1.500e+01 -1.490e+01 ... -1.184e+01 -1.500e+01]
      nit: 13
      jac: [-0.000e+00  0.000e+00 ...  3.890e-05  4.317e-02]
     nfev: 240
     njev: 16
 hess_inv: <14x14 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: 12.653818995005578
        x: [ 1.498e+01 -1.500e+01 ... -1.292e+01 -1.500e+01]
      nit: 6
      jac: [ 0.000e+00  0.000e+00 ...  1.347e-03  2.867e-02]
     nfev: 105
     njev: 7
 hess_inv: <14x14 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: 12.653767321199767
        x: [ 1.495e+01 -1.500e+01 ... -1.292e+01 -1.500e+01]
      nit: 15
      jac: [ 0.000e+00  0.000e+00 ... -9.615e-04  2.665e-02]
     nfev: 345
     njev: 23
 hess_inv: <14x14 LbfgsInvHessProduct with dtype=float64>
