INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/419', architecture='escape_chain', number_of_states=24, 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: 24.40155504269551
        x: [-1.118e+01 -1.118e+01 ...  8.171e-01 -4.793e+00]
      nit: 22
      jac: [ 6.750e-06  6.750e-06 ...  1.705e-05  3.268e-05]
     nfev: 600
     njev: 25
 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: 24.40152722746064
        x: [-1.154e+01 -1.154e+01 ...  8.090e-01 -5.095e+00]
      nit: 22
      jac: [ 4.619e-06  4.619e-06 ... -5.684e-06  2.416e-05]
     nfev: 600
     njev: 25
 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: 24.40155511406001
        x: [-1.073e+01 -1.074e+01 ...  8.059e-01 -4.748e+00]
      nit: 22
      jac: [ 1.101e-05  1.066e-05 ... -1.386e-05  3.446e-05]
     nfev: 600
     njev: 25
 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: 24.40148618322255
        x: [-1.181e+01 -1.166e+01 ...  8.612e-01 -5.645e+00]
      nit: 24
      jac: [ 3.553e-06  4.263e-06 ...  1.378e-04  1.421e-05]
     nfev: 648
     njev: 27
 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: 24.4015592672725
        x: [-1.069e+01 -1.068e+01 ...  7.917e-01 -4.584e+00]
      nit: 20
      jac: [ 1.137e-05  1.137e-05 ... -5.365e-05  4.050e-05]
     nfev: 528
     njev: 22
 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: 24.401465885152135
        x: [-1.239e+01 -1.230e+01 ...  8.669e-01 -6.327e+00]
      nit: 25
      jac: [ 2.132e-06  2.487e-06 ...  1.531e-04  6.750e-06]
     nfev: 672
     njev: 28
 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: 24.401461803417035
        x: [-1.252e+01 -1.245e+01 ...  8.478e-01 -6.203e+00]
      nit: 25
      jac: [ 1.776e-06  2.132e-06 ...  1.013e-04  7.816e-06]
     nfev: 672
     njev: 28
 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: 24.401479463443184
        x: [-1.193e+01 -1.187e+01 ...  8.060e-01 -5.728e+00]
      nit: 25
      jac: [ 3.553e-06  3.908e-06 ... -1.350e-05  1.315e-05]
     nfev: 648
     njev: 27
 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: 24.401496630937352
        x: [-1.151e+01 -1.146e+01 ...  8.399e-01 -5.491e+00]
      nit: 24
      jac: [ 4.619e-06  4.974e-06 ...  7.958e-05  1.634e-05]
     nfev: 648
     njev: 27
 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: 24.401479920375845
        x: [-1.277e+01 -1.257e+01 ...  8.703e-01 -6.131e+00]
      nit: 24
      jac: [ 1.421e-06  1.421e-06 ...  1.624e-04  8.882e-06]
     nfev: 648
     njev: 27
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
