INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/111', architecture='escape_chain', number_of_states=8, 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: 45.87131306633545
        x: [-1.500e+01 -1.500e+01 -1.489e+01 -1.380e+01 -1.310e+01
            -1.314e+01  4.684e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.460e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.870945090694
        x: [-1.500e+01 -1.500e+01 -1.490e+01 -1.368e+01 -1.296e+01
            -1.356e+01  3.141e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.313e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.87038010789375
        x: [-1.500e+01 -1.500e+01 -1.420e+01 -1.402e+01 -1.336e+01
            -1.318e+01  5.545e-02]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.056e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.87251370644111
        x: [-1.500e+01 -1.500e+01 -1.412e+01 -1.400e+01 -1.326e+01
            -1.281e+01  9.189e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.859e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.870636113644515
        x: [-1.500e+01 -1.500e+01 -1.408e+01 -1.380e+01 -1.339e+01
            -1.294e+01  1.765e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.176e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.871333951853636
        x: [-1.500e+01 -1.500e+01 -1.449e+01 -1.445e+01 -1.378e+01
            -1.391e+01  4.768e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.468e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.870933277225284
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.412e+01 -1.308e+01
            -1.288e+01  3.090e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.306e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.87079220041528
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.420e+01 -1.329e+01
            -1.373e+01  2.471e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.245e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.87199199148637
        x: [-1.500e+01 -1.500e+01 -1.431e+01 -1.400e+01 -1.335e+01
            -1.413e+01  7.313e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.701e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.870406373411065
        x: [-1.500e+01 -1.500e+01 -1.418e+01 -1.386e+01 -1.376e+01
            -1.261e+01  6.819e-02]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  2.069e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 LbfgsInvHessProduct with dtype=float64>
