INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/28', architecture='escape_chain', number_of_states=26, log_f='trainig_log', no_mean=1, 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: 9.3499709891115
        x: [-1.154e+01 -1.158e+01 ...  2.896e-02 -9.232e+00]
      nit: 26
      jac: [ 8.349e-06  8.171e-06 ... -8.882e-07  6.750e-06]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 9.349996780295172
        x: [-1.122e+01 -1.122e+01 ...  2.931e-02 -8.941e+00]
      nit: 27
      jac: [ 1.137e-05  1.137e-05 ...  1.137e-05  8.882e-06]
     nfev: 780
     njev: 30
 hess_inv: <25x25 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: 9.349978553832626
        x: [-1.143e+01 -1.148e+01 ...  2.859e-02 -8.830e+00]
      nit: 26
      jac: [ 9.237e-06  8.882e-06 ... -1.350e-05  1.013e-05]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 9.349998787949009
        x: [-1.114e+01 -1.118e+01 ...  2.890e-02 -8.906e+00]
      nit: 27
      jac: [ 1.243e-05  1.190e-05 ... -2.665e-06  9.415e-06]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 9.35000094394604
        x: [-1.122e+01 -1.123e+01 ...  2.903e-02 -8.628e+00]
      nit: 25
      jac: [ 1.137e-05  1.101e-05 ...  1.243e-06  1.226e-05]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 9.349991002218196
        x: [-1.125e+01 -1.130e+01 ...  2.920e-02 -8.786e+00]
      nit: 27
      jac: [ 1.101e-05  1.030e-05 ...  7.283e-06  1.030e-05]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 9.350003016375997
        x: [-1.110e+01 -1.114e+01 ...  2.908e-02 -8.846e+00]
      nit: 26
      jac: [ 1.279e-05  1.243e-05 ...  3.020e-06  9.592e-06]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 9.35005068370765
        x: [-1.068e+01 -1.071e+01 ...  2.899e-02 -8.274e+00]
      nit: 27
      jac: [ 1.972e-05  1.918e-05 ...  0.000e+00  1.741e-05]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 9.350055393935977
        x: [-1.067e+01 -1.064e+01 ...  2.898e-02 -8.431e+00]
      nit: 27
      jac: [ 1.972e-05  2.025e-05 ...  0.000e+00  1.492e-05]
     nfev: 806
     njev: 31
 hess_inv: <25x25 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: 9.349973098438943
        x: [-1.146e+01 -1.150e+01 ...  2.913e-02 -9.172e+00]
      nit: 27
      jac: [ 9.237e-06  8.882e-06 ...  5.151e-06  7.283e-06]
     nfev: 754
     njev: 29
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
