INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/571', architecture='escape_chain', number_of_states=42, 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: 2.995734538348994
        x: [-2.946e+00 -2.891e+00 ...  4.845e-01  6.660e-01]
      nit: 19
      jac: [-5.866e-05 -1.137e-05 ...  0.000e+00  0.000e+00]
     nfev: 882
     njev: 21
 hess_inv: <41x41 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: 2.9957396852688567
        x: [-2.942e+00 -2.887e+00 ...  1.742e-02  3.433e-01]
      nit: 19
      jac: [ 1.046e-04  1.655e-04 ...  0.000e+00  0.000e+00]
     nfev: 924
     njev: 22
 hess_inv: <41x41 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: 2.9957361615065654
        x: [-2.945e+00 -2.891e+00 ...  2.191e-01  2.606e-01]
      nit: 19
      jac: [-1.341e-05 -6.706e-06 ...  0.000e+00  0.000e+00]
     nfev: 882
     njev: 21
 hess_inv: <41x41 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: 2.995733845381109
        x: [-2.941e+00 -2.888e+00 ...  1.407e-01  3.119e-01]
      nit: 20
      jac: [ 1.451e-04  1.100e-04 ...  0.000e+00  0.000e+00]
     nfev: 924
     njev: 22
 hess_inv: <41x41 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: 2.995737172264417
        x: [-2.944e+00 -2.886e+00 ...  7.354e-01  6.622e-01]
      nit: 19
      jac: [ 9.326e-06  2.157e-04 ...  0.000e+00  0.000e+00]
     nfev: 882
     njev: 21
 hess_inv: <41x41 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: 2.995736013835481
        x: [-2.945e+00 -2.890e+00 ...  3.120e-01  4.483e-01]
      nit: 18
      jac: [-5.063e-06 -3.109e-06 ...  0.000e+00  0.000e+00]
     nfev: 798
     njev: 19
 hess_inv: <41x41 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: 2.9957356657436334
        x: [-2.945e+00 -2.891e+00 ...  1.572e-01  5.293e-01]
      nit: 18
      jac: [-1.710e-05 -1.243e-05 ...  0.000e+00  0.000e+00]
     nfev: 798
     njev: 19
 hess_inv: <41x41 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: 2.9957338159378075
        x: [-2.944e+00 -2.890e+00 ...  3.362e-01  2.478e-01]
      nit: 20
      jac: [ 1.785e-05  1.066e-05 ...  0.000e+00  0.000e+00]
     nfev: 966
     njev: 23
 hess_inv: <41x41 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: 2.9957354248163184
        x: [-2.944e+00 -2.889e+00 ...  3.430e-01  4.335e-01]
      nit: 19
      jac: [ 2.283e-05  5.715e-05 ...  0.000e+00  0.000e+00]
     nfev: 924
     njev: 22
 hess_inv: <41x41 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: 2.9957393103420458
        x: [-2.947e+00 -2.886e+00 ...  7.392e-01  8.109e-01]
      nit: 19
      jac: [-1.446e-04  2.062e-04 ...  0.000e+00  0.000e+00]
     nfev: 882
     njev: 21
 hess_inv: <41x41 LbfgsInvHessProduct with dtype=float64>
