INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/420', architecture='escape_chain', number_of_states=26, log_f='trainig_log', no_mean=1, 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: 24.240583063019432
        x: [-1.225e+01 -1.222e+01 ...  5.433e+00  7.382e-01]
      nit: 26
      jac: [ 2.132e-06  2.132e-06 ... -1.741e-05  0.000e+00]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 24.240671790245223
        x: [-1.173e+01 -1.172e+01 ...  4.448e+00  6.992e-01]
      nit: 23
      jac: [ 3.908e-06  4.263e-06 ... -4.583e-05  0.000e+00]
     nfev: 676
     njev: 26
 hess_inv: <25x25 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: 24.240559497577507
        x: [-1.338e+01 -1.352e+01 ...  5.875e+00  7.361e-01]
      nit: 25
      jac: [ 7.105e-07  7.105e-07 ... -1.137e-05  0.000e+00]
     nfev: 702
     njev: 27
 hess_inv: <25x25 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: 24.240585451840023
        x: [-1.240e+01 -1.238e+01 ...  5.305e+00  7.434e-01]
      nit: 25
      jac: [ 2.132e-06  2.132e-06 ... -1.990e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.240554318609327
        x: [-1.352e+01 -1.359e+01 ...  5.905e+00  6.366e-01]
      nit: 26
      jac: [ 7.105e-07  7.105e-07 ... -1.137e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.24055693569572
        x: [-1.370e+01 -1.369e+01 ...  5.807e+00  3.829e-01]
      nit: 25
      jac: [ 7.105e-07  7.105e-07 ... -1.172e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.24057000251711
        x: [-1.314e+01 -1.314e+01 ...  5.459e+00  7.500e-01]
      nit: 26
      jac: [ 1.066e-06  1.066e-06 ... -1.670e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.240573218222668
        x: [-1.247e+01 -1.240e+01 ...  5.619e+00  9.653e-01]
      nit: 25
      jac: [ 1.776e-06  1.776e-06 ... -1.457e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.240575503403033
        x: [-1.295e+01 -1.292e+01 ...  5.404e+00  8.866e-01]
      nit: 26
      jac: [ 1.066e-06  1.066e-06 ... -1.812e-05  0.000e+00]
     nfev: 728
     njev: 28
 hess_inv: <25x25 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: 24.24058551249421
        x: [-1.283e+01 -1.276e+01 ...  5.062e+00  9.180e-01]
      nit: 25
      jac: [ 1.421e-06  1.421e-06 ... -2.487e-05  0.000e+00]
     nfev: 702
     njev: 27
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
