INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/435', architecture='escape_chain', number_of_states=28, log_f='trainig_log', no_mean=1, 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: 2.9957413535892323
        x: [-2.942e+00 -2.888e+00 ...  7.396e-01  6.288e-01]
      nit: 19
      jac: [ 1.076e-04  9.477e-05 ...  0.000e+00  0.000e+00]
     nfev: 616
     njev: 22
 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: 2.9957354005984613
        x: [-2.944e+00 -2.891e+00 ...  6.758e-01  8.106e-01]
      nit: 19
      jac: [-8.882e-07 -2.482e-05 ...  0.000e+00  0.000e+00]
     nfev: 588
     njev: 21
 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: 2.9957375236286428
        x: [-2.949e+00 -2.897e+00 ...  4.817e-01  9.618e-01]
      nit: 19
      jac: [-2.119e-04 -2.923e-04 ...  0.000e+00  0.000e+00]
     nfev: 588
     njev: 21
 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: 2.9957352861192112
        x: [-2.944e+00 -2.888e+00 ...  8.376e-02  7.283e-02]
      nit: 19
      jac: [ 1.612e-05  1.289e-04 ...  0.000e+00  0.000e+00]
     nfev: 588
     njev: 21
 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: 2.9957348018244323
        x: [-2.945e+00 -2.891e+00 ...  2.906e-01  3.813e-01]
      nit: 19
      jac: [-2.252e-05 -3.366e-05 ...  0.000e+00  0.000e+00]
     nfev: 560
     njev: 20
 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: 2.9957358970034607
        x: [-2.942e+00 -2.891e+00 ...  1.270e-01  5.709e-01]
      nit: 19
      jac: [ 1.232e-04 -2.269e-05 ...  0.000e+00  0.000e+00]
     nfev: 588
     njev: 21
 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: 2.9957357939876803
        x: [-2.944e+00 -2.890e+00 ...  6.849e-01  9.924e-01]
      nit: 20
      jac: [ 2.567e-05  8.304e-06 ...  0.000e+00  0.000e+00]
     nfev: 644
     njev: 23
 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: 2.995736256442512
        x: [-2.945e+00 -2.891e+00 ...  9.784e-01  3.515e-01]
      nit: 18
      jac: [-1.408e-05 -6.928e-06 ...  0.000e+00  0.000e+00]
     nfev: 532
     njev: 19
 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: 2.9957363778961836
        x: [-2.941e+00 -2.891e+00 ...  7.070e-01  4.250e-01]
      nit: 19
      jac: [ 1.552e-04 -2.673e-05 ...  0.000e+00  0.000e+00]
     nfev: 588
     njev: 21
 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: 2.995739679921212
        x: [-2.941e+00 -2.888e+00 ...  8.213e-01  8.858e-01]
      nit: 19
      jac: [ 1.819e-04  9.424e-05 ...  0.000e+00  0.000e+00]
     nfev: 616
     njev: 22
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
