INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/39', architecture='escape_chain', number_of_states=48, 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: 2.9648112148687265
        x: [-1.500e+01 -1.500e+01 ...  1.858e-01  2.133e-01]
      nit: 41
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2112
     njev: 44
 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: 2.964817818707635
        x: [-1.491e+01 -1.494e+01 ...  5.466e-01  8.440e-02]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1968
     njev: 41
 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: 2.9648035597365987
        x: [-1.500e+01 -1.500e+01 ...  5.864e-01  4.635e-01]
      nit: 38
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1968
     njev: 41
 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: 2.9648118931837844
        x: [-1.500e+01 -1.500e+01 ...  7.598e-02  8.478e-01]
      nit: 36
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1824
     njev: 38
 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: 2.964806648200237
        x: [-1.500e+01 -1.500e+01 ...  8.334e-01  5.487e-01]
      nit: 40
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2016
     njev: 42
 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: 2.964807086491109
        x: [-1.500e+01 -1.500e+01 ...  5.730e-01  1.763e-01]
      nit: 40
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2016
     njev: 42
 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: 2.9648000405332398
        x: [-1.500e+01 -1.500e+01 ...  2.323e-01  5.147e-01]
      nit: 39
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2064
     njev: 43
 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: 2.964795920736861
        x: [-1.500e+01 -1.500e+01 ...  7.036e-01  6.171e-01]
      nit: 46
      jac: [ 3.109e-07  3.109e-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: 2.964804651626323
        x: [-1.497e+01 -1.500e+01 ...  4.085e-01  2.045e-01]
      nit: 41
      jac: [ 3.109e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2064
     njev: 43
 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: 2.9648038202912677
        x: [-1.500e+01 -1.499e+01 ...  7.956e-02  2.893e-01]
      nit: 41
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2064
     njev: 43
 hess_inv: <47x47 LbfgsInvHessProduct with dtype=float64>
