INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/219', architecture='chain', number_of_states=8, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 20, 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: 15.83712913442223
        x: [-7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.994e-06 -7.816e-06 -7.994e-06 -7.994e-06 -7.816e-06
            -7.994e-06 -7.994e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837126741135146
        x: [-6.317e-02 -8.417e-02 -6.714e-02 -7.508e-02 -6.953e-02
            -7.665e-02 -8.336e-02]
      nit: 5
      jac: [-1.448e-04  1.174e-04 -9.468e-05  4.263e-06 -6.484e-05
             2.416e-05  1.076e-04]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837129129971663
        x: [-7.408e-02 -7.370e-02 -7.369e-02 -7.446e-02 -7.446e-02
            -7.408e-02 -7.446e-02]
      nit: 5
      jac: [-8.527e-06 -1.297e-05 -1.332e-05 -3.730e-06 -3.730e-06
            -8.704e-06 -3.730e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.83712913442272
        x: [-7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.994e-06 -7.994e-06 -8.349e-06 -7.994e-06 -7.994e-06
            -7.994e-06 -7.994e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837129132918824
        x: [-7.397e-02 -7.435e-02 -7.397e-02 -7.397e-02 -7.397e-02
            -7.435e-02 -7.434e-02]
      nit: 5
      jac: [-9.592e-06 -5.329e-06 -9.415e-06 -9.415e-06 -9.415e-06
            -5.329e-06 -5.329e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837129134496488
        x: [-7.413e-02 -7.414e-02 -7.413e-02 -7.414e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.994e-06 -8.349e-06 -7.994e-06 -8.349e-06 -8.349e-06
            -8.349e-06 -8.349e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.83712913441629
        x: [-7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.994e-06 -7.994e-06 -8.349e-06 -8.349e-06 -7.994e-06
            -7.994e-06 -7.994e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837129134413521
        x: [-7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.283e-06 -7.283e-06 -7.283e-06 -7.283e-06 -7.283e-06
            -7.638e-06 -7.283e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.837129134409324
        x: [-7.412e-02 -7.414e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.414e-02 -7.413e-02]
      nit: 5
      jac: [-8.171e-06 -7.994e-06 -7.638e-06 -7.994e-06 -7.994e-06
            -7.994e-06 -7.994e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 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: 15.83712913448203
        x: [-7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02 -7.413e-02
            -7.413e-02 -7.413e-02]
      nit: 5
      jac: [-7.994e-06 -7.994e-06 -7.994e-06 -7.994e-06 -7.994e-06
            -7.994e-06 -7.994e-06]
     nfev: 104
     njev: 13
 hess_inv: <7x7 LbfgsInvHessProduct with dtype=float64>
