INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/363', architecture='escape_chain', number_of_states=22, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 500, 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: 26.682816285773786
        x: [-1.500e+01 -1.500e+01 ...  7.244e-01 -4.236e+00]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ...  2.071e-04  1.425e-04]
     nfev: 770
     njev: 35
 hess_inv: <21x21 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: 26.68271594440733
        x: [-1.500e+01 -1.500e+01 ...  7.174e-01 -5.412e+00]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ...  1.609e-04  4.476e-05]
     nfev: 770
     njev: 35
 hess_inv: <21x21 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: 26.68276550521553
        x: [-1.500e+01 -1.500e+01 ...  7.078e-01 -4.764e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  9.734e-05  8.455e-05]
     nfev: 836
     njev: 38
 hess_inv: <21x21 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: 26.68275354905459
        x: [-1.500e+01 -1.500e+01 ...  6.845e-01 -4.770e+00]
      nit: 28
      jac: [ 0.000e+00  0.000e+00 ... -5.791e-05  8.420e-05]
     nfev: 924
     njev: 42
 hess_inv: <21x21 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: 26.682762736676548
        x: [-1.500e+01 -1.500e+01 ...  6.878e-01 -4.771e+00]
      nit: 27
      jac: [ 0.000e+00  0.000e+00 ... -3.588e-05  8.420e-05]
     nfev: 946
     njev: 43
 hess_inv: <21x21 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: 26.682752806451756
        x: [-1.500e+01 -1.500e+01 ...  6.904e-01 -4.772e+00]
      nit: 29
      jac: [ 3.553e-07  3.553e-07 ... -1.812e-05  8.420e-05]
     nfev: 946
     njev: 43
 hess_inv: <21x21 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: 26.682701691123974
        x: [-1.500e+01 -1.500e+01 ...  6.779e-01 -5.910e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ... -1.023e-04  2.736e-05]
     nfev: 836
     njev: 38
 hess_inv: <21x21 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: 26.682690220059914
        x: [-1.500e+01 -1.500e+01 ...  6.950e-01 -6.190e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  1.243e-05  2.025e-05]
     nfev: 902
     njev: 41
 hess_inv: <21x21 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: 26.682753402874393
        x: [-1.500e+01 -1.500e+01 ...  7.044e-01 -4.783e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  7.461e-05  8.313e-05]
     nfev: 968
     njev: 44
 hess_inv: <21x21 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: 26.682730299505863
        x: [-1.500e+01 -1.500e+01 ...  6.842e-01 -6.834e+00]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ... -5.933e-05  1.101e-05]
     nfev: 880
     njev: 40
 hess_inv: <21x21 LbfgsInvHessProduct with dtype=float64>
