INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/569', architecture='escape_chain', number_of_states=38, log_f='trainig_log', no_mean=1, 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: 2.995736276245391
        x: [-2.940e+00 -2.889e+00 ...  1.406e-01  6.517e-01]
      nit: 19
      jac: [ 1.904e-04  6.044e-05 ...  0.000e+00  0.000e+00]
     nfev: 836
     njev: 22
 hess_inv: <37x37 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: 2.9957351209219967
        x: [-2.944e+00 -2.892e+00 ...  4.169e-01  9.010e-01]
      nit: 21
      jac: [ 1.332e-05 -7.394e-05 ...  0.000e+00  0.000e+00]
     nfev: 950
     njev: 25
 hess_inv: <37x37 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: 2.995735774844482
        x: [-2.945e+00 -2.890e+00 ...  5.488e-01  3.803e-01]
      nit: 20
      jac: [-2.491e-05  2.789e-05 ...  0.000e+00  0.000e+00]
     nfev: 874
     njev: 23
 hess_inv: <37x37 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: 2.9957389416371005
        x: [-2.942e+00 -2.889e+00 ...  6.497e-01  3.472e-01]
      nit: 19
      jac: [ 1.362e-04  6.151e-05 ...  0.000e+00  0.000e+00]
     nfev: 836
     njev: 22
 hess_inv: <37x37 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: 2.9957359192498414
        x: [-2.944e+00 -2.890e+00 ...  7.633e-01  3.157e-01]
      nit: 19
      jac: [ 5.862e-06  1.066e-05 ...  0.000e+00  0.000e+00]
     nfev: 798
     njev: 21
 hess_inv: <37x37 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: 2.99573431203916
        x: [-2.944e+00 -2.891e+00 ...  6.710e-01  7.952e-01]
      nit: 20
      jac: [-1.110e-06 -1.954e-05 ...  0.000e+00  0.000e+00]
     nfev: 874
     njev: 23
 hess_inv: <37x37 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: 2.995735778498263
        x: [-2.944e+00 -2.888e+00 ...  2.676e-01  4.290e-01]
      nit: 20
      jac: [ 2.158e-05  1.323e-04 ...  0.000e+00  0.000e+00]
     nfev: 836
     njev: 22
 hess_inv: <37x37 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: 2.9957626284919643
        x: [-2.939e+00 -2.896e+00 ...  1.208e-01  1.755e-01]
      nit: 16
      jac: [ 2.691e-04 -2.525e-04 ...  0.000e+00  0.000e+00]
     nfev: 646
     njev: 17
 hess_inv: <37x37 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: 2.995775351695918
        x: [-2.953e+00 -2.895e+00 ...  9.610e-01  6.104e-02]
      nit: 15
      jac: [-3.828e-04 -2.363e-04 ...  0.000e+00  0.000e+00]
     nfev: 646
     njev: 17
 hess_inv: <37x37 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: 2.995738411953902
        x: [-2.947e+00 -2.890e+00 ...  9.451e-01  9.170e-01]
      nit: 19
      jac: [-1.422e-04  8.038e-06 ...  0.000e+00  0.000e+00]
     nfev: 798
     njev: 21
 hess_inv: <37x37 LbfgsInvHessProduct with dtype=float64>
