INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/129', architecture='escape_chain', number_of_states=44, 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: 2.964797020053064
        x: [-1.500e+01 -1.500e+01 ...  6.528e-01  4.954e-01]
      nit: 58
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 63
 hess_inv: <43x43 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: 2.9647968939002602
        x: [-1.500e+01 -1.500e+01 ...  3.349e-01  8.782e-01]
      nit: 53
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2816
     njev: 64
 hess_inv: <43x43 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: 2.9648024031938647
        x: [-1.500e+01 -1.500e+01 ...  7.362e-01  7.443e-01]
      nit: 51
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 2552
     njev: 58
 hess_inv: <43x43 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: 2.9647959259501317
        x: [-1.500e+01 -1.500e+01 ...  3.409e-01  9.430e-01]
      nit: 54
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2640
     njev: 60
 hess_inv: <43x43 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: 2.964795216542324
        x: [-1.500e+01 -1.500e+01 ...  9.985e-01  3.463e-01]
      nit: 52
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 63
 hess_inv: <43x43 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: 2.9647946014599347
        x: [-1.500e+01 -1.500e+01 ...  9.593e-02  6.401e-01]
      nit: 56
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2816
     njev: 64
 hess_inv: <43x43 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: 2.964803062350364
        x: [-1.500e+01 -1.500e+01 ...  2.287e-01  9.409e-01]
      nit: 53
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2772
     njev: 63
 hess_inv: <43x43 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: 2.9647947986749723
        x: [-1.500e+01 -1.500e+01 ...  8.484e-01  6.971e-01]
      nit: 56
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2948
     njev: 67
 hess_inv: <43x43 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: 2.9648047806573667
        x: [-1.500e+01 -1.500e+01 ...  7.845e-02  5.182e-01]
      nit: 54
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 2728
     njev: 62
 hess_inv: <43x43 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: 2.9647947031823927
        x: [-1.500e+01 -1.500e+01 ...  4.882e-05  1.460e-01]
      nit: 52
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2684
     njev: 61
 hess_inv: <43x43 LbfgsInvHessProduct with dtype=float64>
