INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/132', architecture='escape_chain', number_of_states=50, 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: 2.965261786145247
        x: [-1.500e+01 -1.500e+01 ...  2.114e-01  7.078e-01]
      nit: 36
      jac: [ 3.997e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 2150
     njev: 43
 hess_inv: <49x49 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: 2.9647991755595573
        x: [-1.500e+01 -1.500e+01 ...  7.673e-01  7.043e-01]
      nit: 50
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2650
     njev: 53
 hess_inv: <49x49 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: 2.9652335824440406
        x: [-1.500e+01 -1.500e+01 ...  8.994e-01  1.918e-01]
      nit: 40
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 2300
     njev: 46
 hess_inv: <49x49 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: 2.9647955003286337
        x: [-1.500e+01 -1.500e+01 ...  2.189e-01  5.790e-01]
      nit: 53
      jac: [ 2.220e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3050
     njev: 61
 hess_inv: <49x49 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: 2.9653189362476007
        x: [-1.500e+01 -1.500e+01 ...  2.745e-01  2.436e-02]
      nit: 37
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1950
     njev: 39
 hess_inv: <49x49 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: 2.9647930573857666
        x: [-1.500e+01 -1.500e+01 ...  3.095e-02  8.949e-01]
      nit: 53
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 3000
     njev: 60
 hess_inv: <49x49 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: 2.964799346997155
        x: [-1.500e+01 -1.500e+01 ...  9.294e-01  5.773e-01]
      nit: 58
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3400
     njev: 68
 hess_inv: <49x49 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: 2.964793306048
        x: [-1.500e+01 -1.500e+01 ...  2.214e-01  3.024e-01]
      nit: 55
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3250
     njev: 65
 hess_inv: <49x49 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: 2.964812362926917
        x: [-1.500e+01 -1.500e+01 ...  7.422e-01  6.645e-01]
      nit: 51
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2900
     njev: 58
 hess_inv: <49x49 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: 2.9648049222212705
        x: [-1.500e+01 -1.500e+01 ...  8.430e-01  7.797e-01]
      nit: 52
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 3000
     njev: 60
 hess_inv: <49x49 LbfgsInvHessProduct with dtype=float64>
