INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/117', architecture='escape_chain', number_of_states=20, 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: 28.332437714689043
        x: [-1.500e+01 -1.500e+01 ... -2.753e-01 -6.151e+00]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ...  1.073e-04  1.577e-04]
     nfev: 860
     njev: 43
 hess_inv: <19x19 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: 28.33244664466183
        x: [-1.500e+01 -1.500e+01 ... -2.783e-01 -6.125e+00]
      nit: 30
      jac: [ 3.553e-07  3.553e-07 ...  1.315e-05  1.613e-04]
     nfev: 920
     njev: 46
 hess_inv: <19x19 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: 28.33243947863885
        x: [-1.500e+01 -1.500e+01 ... -2.780e-01 -6.130e+00]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ...  2.167e-05  1.609e-04]
     nfev: 900
     njev: 45
 hess_inv: <19x19 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: 28.33244163242493
        x: [-1.500e+01 -1.500e+01 ... -2.868e-01 -6.150e+00]
      nit: 28
      jac: [ 3.553e-07  3.553e-07 ... -2.583e-04  1.581e-04]
     nfev: 800
     njev: 40
 hess_inv: <19x19 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: 28.332428927573332
        x: [-1.500e+01 -1.500e+01 ... -2.794e-01 -6.205e+00]
      nit: 29
      jac: [ 0.000e+00  0.000e+00 ... -2.238e-05  1.492e-04]
     nfev: 820
     njev: 41
 hess_inv: <19x19 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: 28.332429902021556
        x: [-1.500e+01 -1.500e+01 ... -2.784e-01 -6.202e+00]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ...  9.237e-06  1.492e-04]
     nfev: 920
     njev: 46
 hess_inv: <19x19 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: 28.33244399009623
        x: [-1.500e+01 -1.500e+01 ... -2.757e-01 -6.139e+00]
      nit: 30
      jac: [ 3.553e-07  3.553e-07 ...  9.699e-05  1.595e-04]
     nfev: 880
     njev: 44
 hess_inv: <19x19 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: 28.332464589734094
        x: [-1.500e+01 -1.500e+01 ... -2.791e-01 -6.105e+00]
      nit: 28
      jac: [ 0.000e+00  0.000e+00 ... -1.066e-05  1.648e-04]
     nfev: 860
     njev: 43
 hess_inv: <19x19 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: 28.33244099580493
        x: [-1.500e+01 -1.500e+01 ... -2.858e-01 -6.162e+00]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -2.242e-04  1.560e-04]
     nfev: 900
     njev: 45
 hess_inv: <19x19 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: 28.332438704902632
        x: [-1.500e+01 -1.500e+01 ... -2.821e-01 -6.139e+00]
      nit: 30
      jac: [ 3.553e-07  3.553e-07 ... -1.076e-04  1.599e-04]
     nfev: 880
     njev: 44
 hess_inv: <19x19 LbfgsInvHessProduct with dtype=float64>
