INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/445', architecture='escape_chain', number_of_states=48, 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: 5.364398969997158
        x: [-1.136e+01 -1.128e+01 ... -1.256e-01 -7.463e+00]
      nit: 35
      jac: [ 1.101e-05  1.208e-05 ...  5.951e-05  9.237e-06]
     nfev: 1824
     njev: 38
 hess_inv: <47x47 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: 5.364418574029464
        x: [-1.120e+01 -1.110e+01 ... -1.288e-01 -7.226e+00]
      nit: 35
      jac: [ 1.306e-05  1.430e-05 ...  3.562e-05  1.164e-05]
     nfev: 1824
     njev: 38
 hess_inv: <47x47 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: 5.364394597799662
        x: [-1.138e+01 -1.134e+01 ... -1.280e-01 -7.415e+00]
      nit: 35
      jac: [ 1.084e-05  1.128e-05 ...  4.139e-05  9.592e-06]
     nfev: 1824
     njev: 38
 hess_inv: <47x47 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: 5.364400866057327
        x: [-1.132e+01 -1.134e+01 ... -1.313e-01 -7.140e+00]
      nit: 35
      jac: [ 1.164e-05  1.137e-05 ...  1.670e-05  1.279e-05]
     nfev: 1728
     njev: 36
 hess_inv: <47x47 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: 5.364319164055205
        x: [-1.293e+01 -1.286e+01 ... -1.251e-01 -8.820e+00]
      nit: 44
      jac: [ 2.309e-06  2.487e-06 ...  6.271e-05  2.398e-06]
     nfev: 2208
     njev: 46
 hess_inv: <47x47 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: 5.364405002660465
        x: [-1.126e+01 -1.132e+01 ... -1.246e-01 -7.229e+00]
      nit: 34
      jac: [ 1.217e-05  1.164e-05 ...  6.661e-05  1.164e-05]
     nfev: 1680
     njev: 35
 hess_inv: <47x47 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: 5.364302156626669
        x: [-1.368e+01 -1.369e+01 ... -1.266e-01 -9.262e+00]
      nit: 44
      jac: [ 9.770e-07  9.770e-07 ...  5.151e-05  1.510e-06]
     nfev: 2256
     njev: 47
 hess_inv: <47x47 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: 5.3643900303666205
        x: [-1.144e+01 -1.138e+01 ... -1.275e-01 -7.437e+00]
      nit: 36
      jac: [ 1.021e-05  1.092e-05 ...  4.530e-05  9.326e-06]
     nfev: 1824
     njev: 38
 hess_inv: <47x47 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: 5.364304176871301
        x: [-1.325e+01 -1.341e+01 ... -1.276e-01 -9.085e+00]
      nit: 34
      jac: [ 1.599e-06  1.421e-06 ...  4.423e-05  1.776e-06]
     nfev: 1776
     njev: 37
 hess_inv: <47x47 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: 5.364385019608553
        x: [-1.189e+01 -1.187e+01 ... -1.226e-01 -7.415e+00]
      nit: 32
      jac: [ 6.484e-06  6.750e-06 ...  8.145e-05  9.592e-06]
     nfev: 1680
     njev: 35
 hess_inv: <47x47 LbfgsInvHessProduct with dtype=float64>
