INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/415', architecture='escape_chain', number_of_states=16, 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: 35.03157659212072
        x: [-9.896e+00 -9.881e+00 ... -2.944e-02 -8.661e+00]
      nit: 16
      jac: [ 1.208e-05  1.279e-05 ...  2.842e-05  1.137e-05]
     nfev: 272
     njev: 17
 hess_inv: <15x15 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: 35.0315836579288
        x: [-9.827e+00 -9.896e+00 ... -3.437e-02 -8.743e+00]
      nit: 17
      jac: [ 1.492e-05  1.350e-05 ... -1.336e-04  1.137e-05]
     nfev: 288
     njev: 18
 hess_inv: <15x15 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: 35.031547899942446
        x: [-1.057e+01 -1.055e+01 ... -4.658e-02 -9.394e+00]
      nit: 18
      jac: [ 6.395e-06  6.395e-06 ... -5.365e-04  5.684e-06]
     nfev: 336
     njev: 21
 hess_inv: <15x15 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: 35.03158912433438
        x: [-9.864e+00 -9.860e+00 ... -2.350e-02 -8.741e+00]
      nit: 15
      jac: [ 1.208e-05  1.208e-05 ...  2.238e-04  9.948e-06]
     nfev: 288
     njev: 18
 hess_inv: <15x15 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: 35.03154219923426
        x: [-1.147e+01 -1.149e+01 ... -6.516e-02 -1.035e+01]
      nit: 18
      jac: [ 2.842e-06  2.842e-06 ... -1.149e-03  2.842e-06]
     nfev: 320
     njev: 20
 hess_inv: <15x15 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: 35.03159013589725
        x: [-9.820e+00 -9.768e+00 ... -1.909e-02 -8.599e+00]
      nit: 15
      jac: [ 1.350e-05  1.421e-05 ...  3.695e-04  1.208e-05]
     nfev: 288
     njev: 18
 hess_inv: <15x15 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: 35.031607118427075
        x: [-9.624e+00 -9.621e+00 ... -3.723e-02 -8.475e+00]
      nit: 16
      jac: [ 1.634e-05  1.705e-05 ... -2.281e-04  1.421e-05]
     nfev: 288
     njev: 18
 hess_inv: <15x15 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: 35.031612320604054
        x: [-9.614e+00 -9.591e+00 ... -3.391e-02 -8.487e+00]
      nit: 16
      jac: [ 1.705e-05  1.705e-05 ... -1.194e-04  1.421e-05]
     nfev: 288
     njev: 18
 hess_inv: <15x15 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: 35.031588452157564
        x: [-9.820e+00 -9.824e+00 ... -2.895e-02 -8.626e+00]
      nit: 17
      jac: [ 1.279e-05  1.279e-05 ...  4.547e-05  1.137e-05]
     nfev: 304
     njev: 19
 hess_inv: <15x15 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: 35.031597306978306
        x: [-1.053e+01 -1.061e+01 ... -5.302e-02 -9.399e+00]
      nit: 17
      jac: [ 6.395e-06  5.684e-06 ... -7.482e-04  5.684e-06]
     nfev: 304
     njev: 19
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
