INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/118', architecture='escape_chain', number_of_states=22, 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: 21.056118209453086
        x: [-1.500e+01 -1.500e+01 ...  3.362e-01 -6.457e+00]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.137e-05  1.094e-04]
     nfev: 1012
     njev: 46
 hess_inv: <21x21 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: 21.05612474267986
        x: [-1.500e+01 -1.500e+01 ...  3.364e-01 -6.500e+00]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -3.197e-06  1.055e-04]
     nfev: 1078
     njev: 49
 hess_inv: <21x21 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: 21.056048266267176
        x: [-1.500e+01 -1.500e+01 ...  3.368e-01 -7.530e+00]
      nit: 34
      jac: [ 3.553e-07  3.553e-07 ...  1.563e-05  3.801e-05]
     nfev: 1100
     njev: 50
 hess_inv: <21x21 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: 21.056081899539077
        x: [-1.500e+01 -1.500e+01 ...  3.341e-01 -6.922e+00]
      nit: 34
      jac: [ 3.553e-07  3.553e-07 ... -9.628e-05  6.892e-05]
     nfev: 946
     njev: 43
 hess_inv: <21x21 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: 21.056067841310245
        x: [-1.500e+01 -1.500e+01 ...  3.335e-01 -7.056e+00]
      nit: 33
      jac: [ 7.105e-07  7.105e-07 ... -1.219e-04  6.040e-05]
     nfev: 924
     njev: 42
 hess_inv: <21x21 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: 21.056039705538858
        x: [-1.500e+01 -1.500e+01 ...  3.378e-01 -7.768e+00]
      nit: 33
      jac: [ 3.553e-07  3.553e-07 ...  5.436e-05  2.949e-05]
     nfev: 990
     njev: 45
 hess_inv: <21x21 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: 21.056110732444754
        x: [-1.500e+01 -1.500e+01 ...  3.326e-01 -6.743e+00]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.577e-04  8.242e-05]
     nfev: 968
     njev: 44
 hess_inv: <21x21 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: 21.056107455551288
        x: [-1.500e+01 -1.500e+01 ...  3.364e-01 -6.585e+00]
      nit: 35
      jac: [ 0.000e+00  0.000e+00 ... -2.842e-06  9.663e-05]
     nfev: 1056
     njev: 48
 hess_inv: <21x21 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: 21.056064382621248
        x: [-1.500e+01 -1.500e+01 ...  3.355e-01 -7.124e+00]
      nit: 34
      jac: [ 3.553e-07  3.553e-07 ... -4.086e-05  5.649e-05]
     nfev: 1034
     njev: 47
 hess_inv: <21x21 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: 21.056078834390586
        x: [-1.500e+01 -1.500e+01 ...  3.374e-01 -6.916e+00]
      nit: 33
      jac: [ 0.000e+00  0.000e+00 ...  3.801e-05  6.963e-05]
     nfev: 946
     njev: 43
 hess_inv: <21x21 LbfgsInvHessProduct with dtype=float64>
