INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/168', architecture='chain', number_of_states=28, 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: 45.958194973909485
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.958194753888804
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.95819497427199
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.958194778659426
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.9581949646231
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.95819475651015
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.770e-04 -5.770e-04 ... -5.770e-04 -5.770e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.95819497708423
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.95819497529101
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.958194974665226
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 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: 45.95819496429502
        x: [-1.500e+01 -1.500e+01 ... -1.500e+01 -1.500e+01]
      nit: 1
      jac: [-5.763e-04 -5.763e-04 ... -5.763e-04 -5.763e-04]
     nfev: 56
     njev: 2
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
