INFO:root:Namespace(input_file='data/complement_H3K4me3_chr.txt', output_dir='outputs/786', architecture='combined', number_of_states=4, 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: 12.861197473356656
        x: [ 1.500e+01 -1.500e+01  3.938e+00 -1.489e+01 -1.179e+01
            -1.500e+01]
      nit: 7
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.127e-03
             4.082e-02]
     nfev: 77
     njev: 11
 hess_inv: <6x6 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: 12.861197620751929
        x: [ 1.487e+01 -1.499e+01  1.328e+01 -1.487e+01 -1.179e+01
            -1.500e+01]
      nit: 4
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.130e-03
             4.081e-02]
     nfev: 77
     njev: 11
 hess_inv: <6x6 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: 12.861197620039084
        x: [ 1.498e+01 -1.500e+01  1.013e+01 -1.494e+01 -1.179e+01
            -1.500e+01]
      nit: 6
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  9.459e-04
             4.083e-02]
     nfev: 63
     njev: 9
 hess_inv: <6x6 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: 12.861197620206353
        x: [ 1.500e+01 -1.497e+01  1.083e+01 -1.500e+01 -1.179e+01
            -1.500e+01]
      nit: 7
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.025e-03
             4.077e-02]
     nfev: 112
     njev: 16
 hess_inv: <6x6 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: 12.86119762101305
        x: [ 1.485e+01 -1.500e+01  1.089e+01 -1.480e+01 -1.179e+01
            -1.500e+01]
      nit: 7
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.118e-03
             4.084e-02]
     nfev: 105
     njev: 15
 hess_inv: <6x6 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: 12.861197639612824
        x: [ 1.500e+01 -1.498e+01  9.911e+00 -1.500e+01 -1.179e+01
            -1.500e+01]
      nit: 6
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.201e-03
             4.084e-02]
     nfev: 49
     njev: 7
 hess_inv: <6x6 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: 12.861197620050202
        x: [ 1.500e+01 -1.500e+01  1.021e+01 -1.496e+01 -1.179e+01
            -1.500e+01]
      nit: 7
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.126e-03
             4.083e-02]
     nfev: 56
     njev: 8
 hess_inv: <6x6 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: 12.861197619891845
        x: [ 1.500e+01 -1.500e+01  9.773e+00 -1.500e+01 -1.179e+01
            -1.500e+01]
      nit: 6
      jac: [-0.000e+00  0.000e+00  0.000e+00  0.000e+00  1.037e-03
             4.081e-02]
     nfev: 98
     njev: 14
 hess_inv: <6x6 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: 12.861197620431165
        x: [ 1.489e+01 -1.500e+01  1.159e+01 -1.500e+01 -1.179e+01
            -1.500e+01]
      nit: 3
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00 -1.745e-03
             3.793e-02]
     nfev: 63
     njev: 9
 hess_inv: <6x6 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: 12.861197117930399
        x: [ 1.487e+01 -1.500e+01  2.716e+00 -1.500e+01 -1.179e+01
            -1.500e+01]
      nit: 6
      jac: [ 0.000e+00  0.000e+00  3.553e-07  0.000e+00  9.505e-04
             4.084e-02]
     nfev: 63
     njev: 9
 hess_inv: <6x6 LbfgsInvHessProduct with dtype=float64>
