INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/243', architecture='escape_chain', number_of_states=26, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 1000, 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: 24.24058519000213
        x: [-1.500e+01 -1.500e+01 ...  4.612e+00  7.720e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -3.872e-05  0.000e+00]
     nfev: 936
     njev: 36
 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: 24.24058519000213
        x: [-1.500e+01 -1.500e+01 ...  4.612e+00  2.604e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -3.872e-05  0.000e+00]
     nfev: 936
     njev: 36
 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: 24.24058519000213
        x: [-1.500e+01 -1.500e+01 ...  4.612e+00  2.782e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -3.872e-05  0.000e+00]
     nfev: 936
     njev: 36
 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: 24.24082065569276
        x: [-1.500e+01 -1.500e+01 ...  2.676e+00  1.689e-01]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -2.576e-04  0.000e+00]
     nfev: 1144
     njev: 44
 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: 24.240818197525538
        x: [-1.500e+01 -1.500e+01 ...  2.711e+00  1.849e-01]
      nit: 32
      jac: [ 0.000e+00  0.000e+00 ... -2.494e-04  0.000e+00]
     nfev: 1170
     njev: 45
 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: 24.24058519000213
        x: [-1.500e+01 -1.500e+01 ...  4.612e+00  4.311e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -3.872e-05  0.000e+00]
     nfev: 936
     njev: 36
 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: 24.240567238607802
        x: [-1.500e+01 -1.500e+01 ...  5.125e+00  3.943e-01]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -2.345e-05  0.000e+00]
     nfev: 1040
     njev: 40
 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: 24.240801871172387
        x: [-1.500e+01 -1.500e+01 ...  2.749e+00  7.113e-01]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ... -2.405e-04  0.000e+00]
     nfev: 1170
     njev: 45
 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: 24.24068000521869
        x: [-1.500e+01 -1.500e+01 ...  4.236e+00  2.090e-01]
      nit: 23
      jac: [ 3.553e-07  3.553e-07 ... -5.649e-05  0.000e+00]
     nfev: 936
     njev: 36
 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: 24.240809453100734
        x: [-1.500e+01 -1.500e+01 ...  2.714e+00  9.975e-02]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -2.490e-04  0.000e+00]
     nfev: 988
     njev: 38
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
