INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/34', architecture='escape_chain', number_of_states=38, 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: 2.9648093339446646
        x: [-1.497e+01 -1.500e+01 ...  4.897e-01  2.545e-01]
      nit: 42
      jac: [ 3.109e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1710
     njev: 45
 hess_inv: <37x37 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: 2.9648043240221584
        x: [-1.500e+01 -1.500e+01 ...  6.134e-01  4.673e-01]
      nit: 37
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1520
     njev: 40
 hess_inv: <37x37 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: 2.9648041168059036
        x: [-1.499e+01 -1.500e+01 ...  5.065e-01  9.322e-01]
      nit: 40
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1596
     njev: 42
 hess_inv: <37x37 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: 2.9648049491426645
        x: [-1.500e+01 -1.500e+01 ...  1.286e-01  6.530e-02]
      nit: 37
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1482
     njev: 39
 hess_inv: <37x37 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: 2.964801871285653
        x: [-1.500e+01 -1.500e+01 ...  6.006e-01  9.321e-01]
      nit: 40
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1596
     njev: 42
 hess_inv: <37x37 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: 2.9648100822241124
        x: [-1.500e+01 -1.500e+01 ...  1.853e-01  2.813e-01]
      nit: 42
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1710
     njev: 45
 hess_inv: <37x37 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: 2.964807048086136
        x: [-1.500e+01 -1.500e+01 ...  6.295e-01  4.917e-01]
      nit: 42
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1672
     njev: 44
 hess_inv: <37x37 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: 2.9647990447501105
        x: [-1.500e+01 -1.500e+01 ...  2.559e-01  7.747e-02]
      nit: 41
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1596
     njev: 42
 hess_inv: <37x37 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: 2.96480585614937
        x: [-1.498e+01 -1.500e+01 ...  4.310e-01  2.829e-01]
      nit: 45
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1862
     njev: 49
 hess_inv: <37x37 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: 2.964802301837002
        x: [-1.500e+01 -1.500e+01 ...  9.441e-01  2.845e-01]
      nit: 44
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1710
     njev: 45
 hess_inv: <37x37 LbfgsInvHessProduct with dtype=float64>
