INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/107', architecture='chain', number_of_states=30, 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 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: 43.56541496298584
        x: [-3.169e+00 -3.169e+00 ... -3.169e+00 -3.169e+00]
      nit: 5
      jac: [ 9.237e-06  9.237e-06 ...  9.237e-06  9.237e-06]
     nfev: 540
     njev: 18
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
