INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/234', architecture='escape_chain', number_of_states=8, 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: 45.961814493616565
        x: [-1.500e+01 -1.500e+01 -1.389e+01 -1.315e+01 -1.263e+01
            -1.361e+01  7.072e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.339e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96175545967055
        x: [-1.500e+01 -1.500e+01 -1.477e+01 -1.352e+01 -1.298e+01
            -1.430e+01  6.628e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.320e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.961466395864015
        x: [-1.500e+01 -1.500e+01 -1.423e+01 -1.441e+01 -1.319e+01
            -1.259e+01  4.347e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.214e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96163345241587
        x: [-1.500e+01 -1.500e+01 -1.349e+01 -1.345e+01 -1.274e+01
            -1.256e+01  5.689e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.277e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.961665903750024
        x: [-1.500e+01 -1.500e+01 -1.498e+01 -1.398e+01 -1.283e+01
            -1.302e+01  5.942e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.289e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96163474202815
        x: [-1.500e+01 -1.500e+01 -1.340e+01 -1.338e+01 -1.294e+01
            -1.321e+01  5.699e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.278e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96209407100168
        x: [-1.500e+01 -1.500e+01 -1.351e+01 -1.364e+01 -1.302e+01
            -1.225e+01  9.093e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.426e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96160972222835
        x: [-1.500e+01 -1.500e+01 -1.406e+01 -1.313e+01 -1.245e+01
            -1.320e+01  5.502e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.268e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96204927959779
        x: [-1.500e+01 -1.500e+01 -1.483e+01 -1.362e+01 -1.279e+01
            -1.321e+01  8.778e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.412e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 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: 45.96186404651883
        x: [-1.500e+01 -1.500e+01 -1.431e+01 -1.311e+01 -1.238e+01
            -1.299e+01  7.440e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00  1.356e-03]
     nfev: 16
     njev: 2
 hess_inv: <7x7 LbfgsInvHessProduct with dtype=float64>
