INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/131', architecture='escape_chain', number_of_states=48, 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: 2.9647970576077167
        x: [-1.500e+01 -1.500e+01 ...  4.912e-01  5.664e-01]
      nit: 54
      jac: [ 1.776e-07  1.776e-07 ...  0.000e+00  0.000e+00]
     nfev: 3072
     njev: 64
 hess_inv: <47x47 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: 2.9648068199934134
        x: [-1.500e+01 -1.500e+01 ...  4.074e-02  2.727e-01]
      nit: 52
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2928
     njev: 61
 hess_inv: <47x47 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: 2.9647914811513556
        x: [-1.500e+01 -1.500e+01 ...  1.275e-01  1.219e-01]
      nit: 56
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3264
     njev: 68
 hess_inv: <47x47 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: 2.9652548313619196
        x: [-1.500e+01 -1.500e+01 ...  6.122e-04  4.881e-01]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2256
     njev: 47
 hess_inv: <47x47 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: 2.965257522486223
        x: [-1.500e+01 -1.500e+01 ...  5.541e-02  5.715e-01]
      nit: 38
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2256
     njev: 47
 hess_inv: <47x47 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: 2.964802984639704
        x: [-1.500e+01 -1.500e+01 ...  3.944e-01  5.509e-01]
      nit: 53
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3168
     njev: 66
 hess_inv: <47x47 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: 2.964797012238932
        x: [-1.500e+01 -1.500e+01 ...  3.142e-01  1.866e-01]
      nit: 56
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 3408
     njev: 71
 hess_inv: <47x47 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: 2.9652632626663022
        x: [-1.500e+01 -1.500e+01 ...  1.859e-01  9.613e-01]
      nit: 39
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2304
     njev: 48
 hess_inv: <47x47 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: 2.9647947543721767
        x: [-1.500e+01 -1.500e+01 ...  9.557e-01  9.250e-01]
      nit: 55
      jac: [ 2.220e-07  2.220e-07 ...  0.000e+00  0.000e+00]
     nfev: 3024
     njev: 63
 hess_inv: <47x47 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: 2.9647958364006244
        x: [-1.500e+01 -1.500e+01 ...  7.360e-02  6.206e-01]
      nit: 54
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3024
     njev: 63
 hess_inv: <47x47 LbfgsInvHessProduct with dtype=float64>
