INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/112', architecture='escape_chain', number_of_states=10, 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: 45.582867920377474
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.373e+01 -1.300e+01 -1.323e+01  3.507e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  3.521e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.587855788155814
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.414e+01 -1.348e+01 -1.451e+01  5.023e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             7.105e-07 -4.000e-03 -2.000e-03  3.739e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58775149525549
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.426e+01
            -1.339e+01 -1.311e+01 -1.452e+01  8.365e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -3.999e-03 -2.000e-03  4.187e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.585850685163365
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.347e+01 -1.305e+01 -1.366e+01  8.559e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  4.211e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58622135682479
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.493e+01 -1.500e+01
            -1.474e+01 -1.402e+01 -1.293e+01  3.268e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  3.486e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.5848820183191
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.425e+01 -1.322e+01 -1.403e+01  2.208e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -1.999e-03  3.330e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58714911277068
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.432e+01 -1.329e+01 -1.391e+01  8.109e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  4.154e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58830394156086
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.369e+01 -1.365e+01 -1.467e+01  3.475e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  3.516e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58760104105242
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.484e+01 -1.489e+01
            -1.451e+01 -1.445e+01 -1.326e+01  1.052e-02]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  3.016e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.58529720626319
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.431e+01 -1.346e+01 -1.374e+01  2.245e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -4.000e-03 -2.000e-03  3.335e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 LbfgsInvHessProduct with dtype=float64>
