INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/29', architecture='escape_chain', number_of_states=28, 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: 6.670278496949095
        x: [-1.129e+01 -1.126e+01 ...  1.101e+00 -6.529e+00]
      nit: 27
      jac: [ 1.137e-05  1.164e-05 ...  3.295e-05  2.327e-05]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 6.670304825630764
        x: [-1.096e+01 -1.097e+01 ...  1.102e+00 -6.530e+00]
      nit: 27
      jac: [ 1.590e-05  1.590e-05 ...  3.713e-05  2.336e-05]
     nfev: 812
     njev: 29
 hess_inv: <27x27 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: 6.670261981930311
        x: [-1.134e+01 -1.147e+01 ...  1.106e+00 -6.814e+00]
      nit: 27
      jac: [ 1.066e-05  9.415e-06 ...  9.113e-05  1.741e-05]
     nfev: 812
     njev: 29
 hess_inv: <27x27 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: 6.670277332102404
        x: [-1.130e+01 -1.128e+01 ...  1.097e+00 -6.467e+00]
      nit: 28
      jac: [ 1.119e-05  1.146e-05 ... -2.469e-05  2.487e-05]
     nfev: 868
     njev: 31
 hess_inv: <27x27 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: 6.670279972098983
        x: [-1.125e+01 -1.121e+01 ...  1.098e+00 -6.542e+00]
      nit: 27
      jac: [ 1.181e-05  1.226e-05 ... -4.086e-06  2.309e-05]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 6.670225396511161
        x: [-1.188e+01 -1.195e+01 ...  1.103e+00 -7.598e+00]
      nit: 27
      jac: [ 6.395e-06  5.862e-06 ...  4.752e-05  7.994e-06]
     nfev: 868
     njev: 31
 hess_inv: <27x27 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: 6.67025136439551
        x: [-1.151e+01 -1.147e+01 ...  1.108e+00 -6.975e+00]
      nit: 27
      jac: [ 9.148e-06  9.504e-06 ...  1.144e-04  1.492e-05]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 6.670305623758301
        x: [-1.095e+01 -1.095e+01 ...  1.099e+00 -6.603e+00]
      nit: 27
      jac: [ 1.590e-05  1.590e-05 ...  7.194e-06  2.158e-05]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 6.670314029786449
        x: [-1.109e+01 -1.102e+01 ...  1.106e+00 -6.301e+00]
      nit: 26
      jac: [ 1.394e-05  1.501e-05 ...  8.287e-05  2.940e-05]
     nfev: 812
     njev: 29
 hess_inv: <27x27 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: 6.670283507855862
        x: [-1.110e+01 -1.111e+01 ...  1.097e+00 -6.939e+00]
      nit: 28
      jac: [ 1.377e-05  1.368e-05 ... -1.776e-05  1.545e-05]
     nfev: 840
     njev: 30
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
