INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/237', architecture='escape_chain', number_of_states=14, 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: 40.84670761147445
        x: [-1.500e+01 -1.500e+01 ... -3.187e-01 -8.952e+00]
      nit: 19
      jac: [ 0.000e+00  0.000e+00 ... -4.263e-06  5.684e-06]
     nfev: 392
     njev: 28
 hess_inv: <13x13 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: 40.8467025235551
        x: [-1.500e+01 -1.500e+01 ... -3.168e-01 -9.433e+00]
      nit: 19
      jac: [ 7.105e-07  7.105e-07 ...  3.055e-05  3.553e-06]
     nfev: 350
     njev: 25
 hess_inv: <13x13 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: 40.84669770193487
        x: [-1.500e+01 -1.500e+01 ... -3.162e-01 -8.937e+00]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ...  4.192e-05  5.684e-06]
     nfev: 322
     njev: 23
 hess_inv: <13x13 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: 40.84670562326842
        x: [-1.500e+01 -1.500e+01 ... -3.232e-01 -8.322e+00]
      nit: 17
      jac: [ 0.000e+00  0.000e+00 ... -8.740e-05  1.066e-05]
     nfev: 350
     njev: 25
 hess_inv: <13x13 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: 40.846705116460534
        x: [-1.500e+01 -1.500e+01 ... -3.223e-01 -9.596e+00]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ... -7.176e-05  2.842e-06]
     nfev: 322
     njev: 23
 hess_inv: <13x13 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: 40.846698206707515
        x: [-1.500e+01 -1.500e+01 ... -3.181e-01 -8.793e+00]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ...  5.684e-06  7.105e-06]
     nfev: 322
     njev: 23
 hess_inv: <13x13 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: 40.84672387555097
        x: [-1.500e+01 -1.500e+01 ... -3.111e-01 -8.422e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  1.357e-04  9.237e-06]
     nfev: 308
     njev: 22
 hess_inv: <13x13 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: 40.84670184562719
        x: [-1.500e+01 -1.500e+01 ... -3.240e-01 -9.374e+00]
      nit: 19
      jac: [ 0.000e+00  0.000e+00 ... -1.016e-04  4.263e-06]
     nfev: 336
     njev: 24
 hess_inv: <13x13 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: 40.846701755450304
        x: [-1.500e+01 -1.500e+01 ... -3.129e-01 -9.113e+00]
      nit: 17
      jac: [ 0.000e+00  0.000e+00 ...  1.030e-04  4.974e-06]
     nfev: 308
     njev: 22
 hess_inv: <13x13 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: 40.84670710591098
        x: [-1.500e+01 -1.500e+01 ... -3.109e-01 -8.230e+00]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ...  1.400e-04  1.137e-05]
     nfev: 364
     njev: 26
 hess_inv: <13x13 LbfgsInvHessProduct with dtype=float64>
