INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/421', architecture='escape_chain', number_of_states=28, 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: 24.201890569135745
        x: [-1.500e+01 -1.500e+01 ...  3.358e+00  3.236e-01]
      nit: 27
      jac: [ 0.000e+00  0.000e+00 ... -3.340e-05  0.000e+00]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 24.201912640256594
        x: [-1.356e+01 -1.358e+01 ...  2.993e+00  3.286e-01]
      nit: 26
      jac: [ 1.066e-06  1.066e-06 ... -4.796e-05  0.000e+00]
     nfev: 812
     njev: 29
 hess_inv: <27x27 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: 24.201868886572743
        x: [-1.398e+01 -1.381e+01 ...  3.174e+00  5.167e-01]
      nit: 26
      jac: [ 3.553e-07  3.553e-07 ... -4.050e-05  0.000e+00]
     nfev: 784
     njev: 28
 hess_inv: <27x27 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: 24.201740506758004
        x: [-1.500e+01 -1.500e+01 ...  4.644e+00  2.421e-01]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -9.592e-06  0.000e+00]
     nfev: 896
     njev: 32
 hess_inv: <27x27 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: 24.201752113993223
        x: [-1.500e+01 -1.500e+01 ...  3.964e+00  9.615e-01]
      nit: 29
      jac: [ 3.553e-07  3.553e-07 ... -1.918e-05  0.000e+00]
     nfev: 896
     njev: 32
 hess_inv: <27x27 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: 24.201785022020353
        x: [-1.499e+01 -1.486e+01 ...  3.690e+00  8.051e-01]
      nit: 29
      jac: [ 0.000e+00  0.000e+00 ... -2.380e-05  0.000e+00]
     nfev: 924
     njev: 33
 hess_inv: <27x27 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: 24.201751791853624
        x: [-1.500e+01 -1.500e+01 ...  4.541e+00  3.743e-01]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -9.948e-06  0.000e+00]
     nfev: 896
     njev: 32
 hess_inv: <27x27 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: 24.201754322408313
        x: [-1.500e+01 -1.500e+01 ...  4.119e+00  3.640e-01]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ... -1.599e-05  0.000e+00]
     nfev: 924
     njev: 33
 hess_inv: <27x27 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: 24.201776449319215
        x: [-1.500e+01 -1.500e+01 ...  4.022e+00  6.408e-01]
      nit: 29
      jac: [ 0.000e+00  0.000e+00 ... -1.812e-05  0.000e+00]
     nfev: 896
     njev: 32
 hess_inv: <27x27 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: 24.20176858857583
        x: [-1.500e+01 -1.500e+01 ...  3.652e+00  2.757e-01]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ... -2.487e-05  0.000e+00]
     nfev: 952
     njev: 34
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
