INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/104', architecture='chain', number_of_states=24, 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 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: 30.03742474721175
        x: [-2.143e+00 -2.143e+00 ... -2.143e+00 -2.143e+00]
      nit: 5
      jac: [-6.395e-06 -6.040e-06 ... -6.040e-06 -6.040e-06]
     nfev: 408
     njev: 17
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
