INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/103', architecture='chain', number_of_states=22, 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 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: 24.354650799077117
        x: [-1.774e+00 -1.774e+00 ... -1.774e+00 -1.774e+00]
      nit: 4
      jac: [-3.091e-04 -3.091e-04 ... -3.091e-04 -3.091e-04]
     nfev: 374
     njev: 17
 hess_inv: <21x21 LbfgsInvHessProduct with dtype=float64>
