INFO:root:Namespace(input_file='data/H3K4me3_chr.txt', output_dir='outputs/491', architecture='combined', number_of_states=28, 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: 8.306469778116702
        x: [ 1.500e+01 -1.500e+01 ...  8.577e+00 -8.016e+00]
      nit: 77
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5830
     njev: 106
 hess_inv: <54x54 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: 8.306421769493069
        x: [ 1.482e+01 -1.498e+01 ...  7.325e+00 -5.472e+00]
      nit: 36
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3410
     njev: 62
 hess_inv: <54x54 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: 8.340803261965434
        x: [ 1.492e+01 -1.494e+01 ...  4.497e+00 -2.969e+00]
      nit: 21
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 1540
     njev: 28
 hess_inv: <54x54 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: 8.306515047038177
        x: [ 1.499e+01 -1.497e+01 ...  6.635e+00 -5.028e+00]
      nit: 45
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3080
     njev: 56
 hess_inv: <54x54 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: 8.312232791689075
        x: [ 1.487e+01 -1.500e+01 ...  2.690e+00 -1.007e+00]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 2585
     njev: 47
 hess_inv: <54x54 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: 8.306885058801573
        x: [ 1.500e+01 -1.500e+01 ...  1.500e+01 -1.500e+01]
      nit: 52
      jac: [-1.776e-07  0.000e+00 ... -0.000e+00  0.000e+00]
     nfev: 4015
     njev: 73
 hess_inv: <54x54 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: 8.30645493905305
        x: [ 1.500e+01 -1.493e+01 ...  4.555e+00 -5.225e+00]
      nit: 49
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 4510
     njev: 82
 hess_inv: <54x54 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: 8.30678614981745
        x: [ 1.498e+01 -1.500e+01 ...  8.030e+00 -7.568e+00]
      nit: 28
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 2035
     njev: 37
 hess_inv: <54x54 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: 8.306635104545563
        x: [ 1.494e+01 -1.500e+01 ...  1.500e+01 -1.500e+01]
      nit: 58
      jac: [ 0.000e+00  0.000e+00 ... -0.000e+00  0.000e+00]
     nfev: 4730
     njev: 86
 hess_inv: <54x54 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: 8.306477015237881
        x: [ 1.500e+01 -1.500e+01 ...  3.080e+00 -1.938e+00]
      nit: 55
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 4070
     njev: 74
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
