INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/166', architecture='chain', number_of_states=24, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 1000, 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: 45.721951655269756
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 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: 45.7219516563685
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.048e-04 -3.048e-04 ... -3.048e-04 -3.048e-04]
     nfev: 48
     njev: 2
 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: 45.72195165783814
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.048e-04 -3.048e-04 ... -3.048e-04 -3.048e-04]
     nfev: 48
     njev: 2
 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: 45.72195165500132
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 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: 45.72195165898586
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.048e-04 -3.048e-04 ... -3.048e-04 -3.048e-04]
     nfev: 48
     njev: 2
 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: 45.72195166151576
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 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: 45.72195165479115
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 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: 45.721951657082215
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.048e-04 -3.048e-04 ... -3.048e-04 -3.048e-04]
     nfev: 48
     njev: 2
 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: 45.721951654936774
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 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: 45.72195165200576
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-3.041e-04 -3.041e-04 ... -3.041e-04 -3.041e-04]
     nfev: 48
     njev: 2
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
