INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/130', architecture='escape_chain', number_of_states=46, 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: 2.9648007421734337
        x: [-1.500e+01 -1.500e+01 ...  3.036e-01  7.516e-02]
      nit: 54
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2760
     njev: 60
 hess_inv: <45x45 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: 2.9647971992633995
        x: [-1.500e+01 -1.500e+01 ...  5.472e-01  1.726e-01]
      nit: 51
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2668
     njev: 58
 hess_inv: <45x45 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: 2.964795520876381
        x: [-1.500e+01 -1.500e+01 ...  6.350e-01  9.627e-01]
      nit: 50
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2668
     njev: 58
 hess_inv: <45x45 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: 2.9652261793408616
        x: [-1.500e+01 -1.500e+01 ...  7.791e-01  6.834e-01]
      nit: 36
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1886
     njev: 41
 hess_inv: <45x45 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: 2.964801077939518
        x: [-1.500e+01 -1.500e+01 ...  6.595e-01  9.059e-01]
      nit: 53
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2898
     njev: 63
 hess_inv: <45x45 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: 2.964794313876226
        x: [-1.500e+01 -1.500e+01 ...  8.182e-01  3.276e-01]
      nit: 57
      jac: [ 1.776e-07  1.776e-07 ...  0.000e+00  0.000e+00]
     nfev: 3082
     njev: 67
 hess_inv: <45x45 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: 2.9648139668315516
        x: [-1.500e+01 -1.500e+01 ...  3.938e-02  2.354e-01]
      nit: 52
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2622
     njev: 57
 hess_inv: <45x45 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: 2.9647965197024937
        x: [-1.500e+01 -1.500e+01 ...  8.215e-01  8.342e-01]
      nit: 52
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2668
     njev: 58
 hess_inv: <45x45 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: 2.9647956131188176
        x: [-1.500e+01 -1.500e+01 ...  4.644e-01  3.323e-01]
      nit: 56
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3036
     njev: 66
 hess_inv: <45x45 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: 2.9647955726092396
        x: [-1.500e+01 -1.500e+01 ...  8.249e-01  2.866e-01]
      nit: 52
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2760
     njev: 60
 hess_inv: <45x45 LbfgsInvHessProduct with dtype=float64>
