INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/128', architecture='escape_chain', number_of_states=42, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 500, 100], 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: 2.9647954705322666
        x: [-1.500e+01 -1.500e+01 ...  1.701e-01  8.471e-01]
      nit: 54
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2646
     njev: 63
 hess_inv: <41x41 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: 2.9647946131295213
        x: [-1.500e+01 -1.500e+01 ...  9.525e-01  8.403e-01]
      nit: 54
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2646
     njev: 63
 hess_inv: <41x41 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: 2.964793361889001
        x: [-1.500e+01 -1.500e+01 ...  7.046e-01  5.432e-01]
      nit: 57
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2856
     njev: 68
 hess_inv: <41x41 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: 2.964791422158989
        x: [-1.500e+01 -1.500e+01 ...  8.906e-01  9.792e-01]
      nit: 55
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2646
     njev: 63
 hess_inv: <41x41 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: 2.9647940028030524
        x: [-1.500e+01 -1.500e+01 ...  7.174e-01  5.941e-02]
      nit: 52
      jac: [ 2.220e-07  2.220e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 66
 hess_inv: <41x41 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: 2.964791771356246
        x: [-1.500e+01 -1.500e+01 ...  5.576e-01  9.601e-01]
      nit: 55
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2604
     njev: 62
 hess_inv: <41x41 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: 2.9647912002136243
        x: [-1.500e+01 -1.500e+01 ...  7.773e-01  7.890e-01]
      nit: 54
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 66
 hess_inv: <41x41 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: 2.9647906211156054
        x: [-1.500e+01 -1.500e+01 ...  8.169e-02  8.370e-01]
      nit: 53
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2436
     njev: 58
 hess_inv: <41x41 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: 2.965244687963509
        x: [-1.500e+01 -1.500e+01 ...  1.169e-02  4.466e-02]
      nit: 37
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1932
     njev: 46
 hess_inv: <41x41 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: 2.9647962130605947
        x: [-1.500e+01 -1.500e+01 ...  7.764e-01  4.409e-01]
      nit: 52
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 66
 hess_inv: <41x41 LbfgsInvHessProduct with dtype=float64>
