INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/433', architecture='escape_chain', number_of_states=24, 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: 2.9957351654264195
        x: [-2.944e+00 -2.888e+00 ...  4.694e-01  2.090e-01]
      nit: 19
      jac: [ 4.197e-05  1.051e-04 ...  0.000e+00  0.000e+00]
     nfev: 504
     njev: 21
 hess_inv: <23x23 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: 2.995746771868953
        x: [-2.944e+00 -2.886e+00 ...  3.318e-01  3.341e-02]
      nit: 18
      jac: [ 1.554e-06  2.256e-04 ...  0.000e+00  0.000e+00]
     nfev: 504
     njev: 21
 hess_inv: <23x23 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: 2.9957358694966714
        x: [-2.942e+00 -2.886e+00 ...  6.411e-01  4.150e-01]
      nit: 20
      jac: [ 1.325e-04  1.938e-04 ...  0.000e+00  0.000e+00]
     nfev: 528
     njev: 22
 hess_inv: <23x23 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: 2.9957361820258486
        x: [-2.944e+00 -2.890e+00 ...  5.839e-01  3.972e-01]
      nit: 20
      jac: [ 2.984e-05  1.319e-05 ...  0.000e+00  0.000e+00]
     nfev: 552
     njev: 23
 hess_inv: <23x23 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: 2.9957356283415715
        x: [-2.944e+00 -2.889e+00 ...  2.271e-01  1.110e-01]
      nit: 20
      jac: [ 3.459e-05  6.795e-05 ...  0.000e+00  0.000e+00]
     nfev: 528
     njev: 22
 hess_inv: <23x23 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: 2.995762912857108
        x: [-2.942e+00 -2.892e+00 ...  2.041e-02  4.589e-01]
      nit: 16
      jac: [ 1.270e-04 -6.604e-05 ...  0.000e+00  0.000e+00]
     nfev: 432
     njev: 18
 hess_inv: <23x23 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: 2.9957343871701854
        x: [-2.945e+00 -2.891e+00 ...  9.255e-01  3.138e-01]
      nit: 19
      jac: [-3.180e-05 -3.642e-05 ...  0.000e+00  0.000e+00]
     nfev: 504
     njev: 21
 hess_inv: <23x23 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: 2.9957372921343106
        x: [-2.943e+00 -2.890e+00 ...  1.616e-01  9.287e-01]
      nit: 18
      jac: [ 5.440e-05  2.047e-05 ...  0.000e+00  0.000e+00]
     nfev: 456
     njev: 19
 hess_inv: <23x23 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: 2.995734078856162
        x: [-2.943e+00 -2.892e+00 ...  7.631e-01  6.572e-01]
      nit: 20
      jac: [ 7.034e-05 -6.359e-05 ...  0.000e+00  0.000e+00]
     nfev: 528
     njev: 22
 hess_inv: <23x23 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: 2.9957376750819504
        x: [-2.942e+00 -2.889e+00 ...  5.075e-01  4.521e-02]
      nit: 19
      jac: [ 1.125e-04  4.854e-05 ...  0.000e+00  0.000e+00]
     nfev: 528
     njev: 22
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
