INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/1', architecture='chain', number_of_states=2, 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: 4.002803775606752
        x: [ 2.978e+00]
      nit: 7
      jac: [-1.599e-06]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 4.002803777677591
        x: [ 2.978e+00]
      nit: 4
      jac: [ 6.279e-05]
     nfev: 14
     njev: 7
 hess_inv: <1x1 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: 4.002803775607987
        x: [ 2.978e+00]
      nit: 5
      jac: [ 2.309e-06]
     nfev: 18
     njev: 9
 hess_inv: <1x1 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: 4.002803775774912
        x: [ 2.978e+00]
      nit: 7
      jac: [ 1.803e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 4.002803775618246
        x: [ 2.978e+00]
      nit: 7
      jac: [ 4.974e-06]
     nfev: 22
     njev: 11
 hess_inv: <1x1 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 4.0028037756051615
        x: [ 2.978e+00]
      nit: 8
      jac: [-8.882e-08]
     nfev: 22
     njev: 11
 hess_inv: <1x1 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL
  success: True
   status: 0
      fun: 4.00280377560523
        x: [ 2.978e+00]
      nit: 5
      jac: [ 4.441e-07]
     nfev: 16
     njev: 8
 hess_inv: <1x1 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: 4.002803776385453
        x: [ 2.978e+00]
      nit: 6
      jac: [-3.828e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 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: 4.00280377561106
        x: [ 2.978e+00]
      nit: 7
      jac: [-3.197e-06]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 4.002803775755344
        x: [ 2.978e+00]
      nit: 6
      jac: [ 1.696e-05]
     nfev: 18
     njev: 9
 hess_inv: <1x1 LbfgsInvHessProduct with dtype=float64>
