INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/35', architecture='escape_chain', number_of_states=40, 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: 2.964811391694548
        x: [-1.500e+01 -1.500e+01 ...  6.230e-01  4.093e-01]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1680
     njev: 42
 hess_inv: <39x39 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: 2.9648061652099322
        x: [-1.500e+01 -1.493e+01 ...  1.701e-01  5.464e-02]
      nit: 38
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1640
     njev: 41
 hess_inv: <39x39 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: 2.964808647692076
        x: [-1.500e+01 -1.500e+01 ...  3.070e-01  1.012e-01]
      nit: 39
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1640
     njev: 41
 hess_inv: <39x39 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: 2.9648032632880095
        x: [-1.500e+01 -1.500e+01 ...  9.017e-01  8.265e-01]
      nit: 40
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1680
     njev: 42
 hess_inv: <39x39 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: 2.9648110915800205
        x: [-1.500e+01 -1.500e+01 ...  4.710e-01  5.564e-01]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1640
     njev: 41
 hess_inv: <39x39 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: 2.964810497392758
        x: [-1.500e+01 -1.500e+01 ...  2.590e-01  1.720e-01]
      nit: 40
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1680
     njev: 42
 hess_inv: <39x39 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: 2.96480035149002
        x: [-1.500e+01 -1.500e+01 ...  8.049e-01  1.003e-01]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1640
     njev: 41
 hess_inv: <39x39 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: 2.964806055751504
        x: [-1.500e+01 -1.498e+01 ...  8.601e-02  9.967e-01]
      nit: 40
      jac: [ 2.220e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1680
     njev: 42
 hess_inv: <39x39 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: 2.9648077053466677
        x: [-1.500e+01 -1.500e+01 ...  8.837e-04  6.625e-01]
      nit: 36
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1560
     njev: 39
 hess_inv: <39x39 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: 2.9648054309482705
        x: [-1.499e+01 -1.498e+01 ...  7.585e-01  1.287e-01]
      nit: 39
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1680
     njev: 42
 hess_inv: <39x39 LbfgsInvHessProduct with dtype=float64>
