INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/567', architecture='escape_chain', number_of_states=34, 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: 2.9957342631616326
        x: [-2.941e+00 -2.892e+00 ...  1.623e-01  7.509e-01]
      nit: 20
      jac: [ 1.796e-04 -7.176e-05 ...  0.000e+00  0.000e+00]
     nfev: 748
     njev: 22
 hess_inv: <33x33 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: 2.9957356399221107
        x: [-2.944e+00 -2.891e+00 ...  6.423e-01  5.362e-01]
      nit: 19
      jac: [ 6.262e-06 -7.105e-06 ...  0.000e+00  0.000e+00]
     nfev: 714
     njev: 21
 hess_inv: <33x33 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: 2.9957403278226007
        x: [-2.943e+00 -2.887e+00 ...  3.580e-02  7.428e-01]
      nit: 19
      jac: [ 5.200e-05  1.790e-04 ...  0.000e+00  0.000e+00]
     nfev: 748
     njev: 22
 hess_inv: <33x33 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: 2.995735660260322
        x: [-2.943e+00 -2.891e+00 ...  4.767e-01  7.124e-01]
      nit: 19
      jac: [ 4.738e-05 -4.978e-05 ...  0.000e+00  0.000e+00]
     nfev: 680
     njev: 20
 hess_inv: <33x33 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: 2.995736009161691
        x: [-2.945e+00 -2.891e+00 ...  5.653e-01  4.904e-01]
      nit: 18
      jac: [-1.945e-05 -1.306e-05 ...  0.000e+00  0.000e+00]
     nfev: 646
     njev: 19
 hess_inv: <33x33 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: 2.995739453808528
        x: [-2.940e+00 -2.887e+00 ...  8.109e-01  5.303e-01]
      nit: 18
      jac: [ 2.009e-04  1.672e-04 ...  0.000e+00  0.000e+00]
     nfev: 646
     njev: 19
 hess_inv: <33x33 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: 2.9957630484909723
        x: [-2.943e+00 -2.893e+00 ...  6.483e-01  5.313e-01]
      nit: 16
      jac: [ 9.024e-05 -1.223e-04 ...  0.000e+00  0.000e+00]
     nfev: 612
     njev: 18
 hess_inv: <33x33 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: 2.9957377147046067
        x: [-2.944e+00 -2.890e+00 ...  1.415e-01  6.523e-01]
      nit: 19
      jac: [ 3.011e-05  1.430e-05 ...  0.000e+00  0.000e+00]
     nfev: 782
     njev: 23
 hess_inv: <33x33 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: 2.9957358288635687
        x: [-2.944e+00 -2.891e+00 ...  7.059e-01  1.675e-01]
      nit: 19
      jac: [ 9.903e-06 -2.185e-05 ...  0.000e+00  0.000e+00]
     nfev: 714
     njev: 21
 hess_inv: <33x33 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: 2.9957367002241315
        x: [-2.942e+00 -2.887e+00 ...  3.498e-01  4.565e-01]
      nit: 19
      jac: [ 1.250e-04  1.408e-04 ...  0.000e+00  0.000e+00]
     nfev: 748
     njev: 22
 hess_inv: <33x33 LbfgsInvHessProduct with dtype=float64>
