INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/350', architecture='escape_chain', number_of_states=26, 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: 2.995734805400192
        x: [-2.945e+00 -2.891e+00 ...  8.938e-01  6.972e-01]
      nit: 29
      jac: [-3.473e-05 -3.459e-05 ...  0.000e+00  0.000e+00]
     nfev: 962
     njev: 37
 hess_inv: <25x25 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: 2.9957350620201137
        x: [-2.944e+00 -2.889e+00 ...  5.867e-01  7.273e-01]
      nit: 27
      jac: [ 3.095e-05  6.648e-05 ...  0.000e+00  0.000e+00]
     nfev: 884
     njev: 34
 hess_inv: <25x25 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: 2.9957365770396045
        x: [-2.944e+00 -2.890e+00 ...  9.704e-01  7.667e-01]
      nit: 27
      jac: [ 6.883e-06  7.550e-06 ...  0.000e+00  0.000e+00]
     nfev: 858
     njev: 33
 hess_inv: <25x25 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: 2.995734571905664
        x: [-2.945e+00 -2.891e+00 ...  6.681e-01  8.645e-01]
      nit: 27
      jac: [-1.470e-05 -1.221e-05 ...  0.000e+00  0.000e+00]
     nfev: 936
     njev: 36
 hess_inv: <25x25 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: 2.9957344305701783
        x: [-2.945e+00 -2.890e+00 ...  9.163e-01  1.837e-01]
      nit: 27
      jac: [-3.197e-06 -3.642e-06 ...  0.000e+00  0.000e+00]
     nfev: 884
     njev: 34
 hess_inv: <25x25 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: 2.9957358958372113
        x: [-2.946e+00 -2.891e+00 ...  5.674e-02  4.994e-01]
      nit: 25
      jac: [-6.199e-05 -2.927e-05 ...  0.000e+00  0.000e+00]
     nfev: 806
     njev: 31
 hess_inv: <25x25 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: 2.9957350904634867
        x: [-2.945e+00 -2.891e+00 ...  5.387e-01  3.998e-01]
      nit: 29
      jac: [-2.207e-05 -2.331e-05 ...  0.000e+00  0.000e+00]
     nfev: 962
     njev: 37
 hess_inv: <25x25 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: 2.995736200995684
        x: [-2.947e+00 -2.893e+00 ...  4.724e-01  2.112e-01]
      nit: 26
      jac: [-1.198e-04 -1.208e-04 ...  0.000e+00  0.000e+00]
     nfev: 754
     njev: 29
 hess_inv: <25x25 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: 2.995736047085116
        x: [-2.946e+00 -2.892e+00 ...  2.046e-01  2.049e-01]
      nit: 26
      jac: [-6.430e-05 -5.431e-05 ...  0.000e+00  0.000e+00]
     nfev: 858
     njev: 33
 hess_inv: <25x25 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: 2.995734168301595
        x: [-2.944e+00 -2.890e+00 ...  3.004e-01  7.603e-01]
      nit: 27
      jac: [ 8.837e-06  5.596e-06 ...  0.000e+00  0.000e+00]
     nfev: 884
     njev: 34
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
