INFO:root:Namespace(input_file='data/H3K4me3_chr.txt', output_dir='outputs/493', architecture='combined', number_of_states=32, 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: 8.327541897650026
        x: [ 1.490e+01 -1.489e+01 ...  8.793e+00 -8.033e+00]
      nit: 69
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5103
     njev: 81
 hess_inv: <62x62 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: 8.360374622378476
        x: [ 1.500e+01 -1.500e+01 ...  6.266e+00 -4.702e+00]
      nit: 35
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3150
     njev: 50
 hess_inv: <62x62 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: 8.336688310692146
        x: [ 1.483e+01 -1.496e+01 ...  1.500e+01 -1.500e+01]
      nit: 44
      jac: [-1.776e-07  0.000e+00 ... -0.000e+00  0.000e+00]
     nfev: 4158
     njev: 66
 hess_inv: <62x62 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: 8.330459792041195
        x: [ 1.500e+01 -1.499e+01 ...  4.127e+00 -3.258e+00]
      nit: 34
      jac: [-0.000e+00  0.000e+00 ... -6.928e-06  7.283e-06]
     nfev: 2898
     njev: 46
 hess_inv: <62x62 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: 8.330383207785223
        x: [ 1.490e+01 -1.490e+01 ...  8.176e+00 -6.469e+00]
      nit: 44
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3654
     njev: 58
 hess_inv: <62x62 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: 8.330509507551449
        x: [ 1.500e+01 -1.487e+01 ...  4.036e+00 -2.891e+00]
      nit: 50
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5166
     njev: 82
 hess_inv: <62x62 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: 8.330503067184178
        x: [ 1.493e+01 -1.500e+01 ...  2.931e+00 -1.578e+00]
      nit: 48
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 4347
     njev: 69
 hess_inv: <62x62 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: 8.556183565946444
        x: [ 1.500e+01 -1.475e+01 ...  2.875e+00 -1.705e+00]
      nit: 17
      jac: [-0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 1323
     njev: 21
 hess_inv: <62x62 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: 8.330556416195165
        x: [ 1.494e+01 -1.481e+01 ...  1.401e+01 -1.296e+01]
      nit: 48
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3717
     njev: 59
 hess_inv: <62x62 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: 8.33099679337861
        x: [ 1.491e+01 -1.500e+01 ...  4.243e+00 -3.062e+00]
      nit: 46
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3780
     njev: 60
 hess_inv: <62x62 LbfgsInvHessProduct with dtype=float64>
