INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/244', architecture='escape_chain', number_of_states=28, 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  6.054e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.201743873392278
        x: [-1.500e+01 -1.500e+01 ...  3.918e+00  7.092e-01]
      nit: 32
      jac: [ 3.553e-07  3.553e-07 ... -1.883e-05  0.000e+00]
     nfev: 1260
     njev: 45
 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: 24.20174887123116
        x: [-1.500e+01 -1.500e+01 ...  3.370e+00  8.744e-01]
      nit: 35
      jac: [ 0.000e+00  0.000e+00 ... -3.340e-05  0.000e+00]
     nfev: 1428
     njev: 51
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  1.727e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  8.961e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  4.489e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.202028889569256
        x: [-1.500e+01 -1.500e+01 ...  1.409e+00  3.209e-01]
      nit: 25
      jac: [ 3.553e-07  3.553e-07 ... -1.965e-04  0.000e+00]
     nfev: 1064
     njev: 38
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  1.325e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  7.709e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.20196715132011
        x: [-1.500e+01 -1.500e+01 ...  1.322e+00  3.353e-01]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -2.110e-04  0.000e+00]
     nfev: 980
     njev: 35
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
