INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/114', architecture='escape_chain', number_of_states=14, 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: 43.30520563895827
        x: [-1.500e+01 -1.500e+01 ... -4.157e-01 -5.915e+00]
      nit: 15
      jac: [ 0.000e+00  0.000e+00 ... -7.390e-05  4.761e-05]
     nfev: 308
     njev: 22
 hess_inv: <13x13 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: 43.30518102788411
        x: [-1.500e+01 -1.500e+01 ... -4.063e-01 -6.497e+00]
      nit: 17
      jac: [ 0.000e+00  0.000e+00 ... -7.105e-06  2.700e-05]
     nfev: 364
     njev: 26
 hess_inv: <13x13 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: 43.305168554472324
        x: [-1.500e+01 -1.500e+01 ... -3.936e-01 -7.197e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  8.598e-05  1.279e-05]
     nfev: 308
     njev: 22
 hess_inv: <13x13 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: 43.30516247333034
        x: [-1.500e+01 -1.500e+01 ... -3.960e-01 -7.795e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  6.821e-05  7.105e-06]
     nfev: 336
     njev: 24
 hess_inv: <13x13 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: 43.3051847278349
        x: [-1.500e+01 -1.500e+01 ... -4.039e-01 -6.471e+00]
      nit: 15
      jac: [ 0.000e+00  0.000e+00 ...  1.137e-05  2.771e-05]
     nfev: 350
     njev: 25
 hess_inv: <13x13 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: 43.30518698395011
        x: [-1.500e+01 -1.500e+01 ... -3.902e-01 -6.393e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  1.101e-04  2.984e-05]
     nfev: 280
     njev: 20
 hess_inv: <13x13 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: 43.30517622715341
        x: [-1.500e+01 -1.500e+01 ... -4.190e-01 -6.855e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ... -9.734e-05  1.918e-05]
     nfev: 350
     njev: 25
 hess_inv: <13x13 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: 43.30517600726818
        x: [-1.500e+01 -1.500e+01 ... -4.124e-01 -6.792e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ... -5.116e-05  2.061e-05]
     nfev: 350
     njev: 25
 hess_inv: <13x13 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: 43.30516803026115
        x: [-1.500e+01 -1.500e+01 ... -3.924e-01 -7.266e+00]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ...  9.450e-05  1.279e-05]
     nfev: 378
     njev: 27
 hess_inv: <13x13 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: 43.30516234999301
        x: [-1.500e+01 -1.500e+01 ... -4.105e-01 -7.735e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ... -3.624e-05  8.527e-06]
     nfev: 336
     njev: 24
 hess_inv: <13x13 LbfgsInvHessProduct with dtype=float64>
