INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/575', architecture='escape_chain', number_of_states=50, 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: 2.9957390663219874
        x: [-2.945e+00 -2.892e+00 ...  9.193e-01  7.283e-01]
      nit: 19
      jac: [-2.309e-05 -7.550e-05 ...  0.000e+00  0.000e+00]
     nfev: 1100
     njev: 22
 hess_inv: <49x49 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: 2.9957617022877345
        x: [-2.948e+00 -2.890e+00 ...  9.089e-01  2.391e-01]
      nit: 16
      jac: [-1.891e-04  1.066e-06 ...  0.000e+00  0.000e+00]
     nfev: 900
     njev: 18
 hess_inv: <49x49 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: 2.995735530603553
        x: [-2.946e+00 -2.890e+00 ...  8.337e-01  9.138e-02]
      nit: 19
      jac: [-8.646e-05  1.066e-05 ...  0.000e+00  0.000e+00]
     nfev: 1050
     njev: 21
 hess_inv: <49x49 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: 2.995735293828152
        x: [-2.946e+00 -2.890e+00 ...  9.667e-01  2.396e-01]
      nit: 19
      jac: [-6.715e-05  1.754e-05 ...  0.000e+00  0.000e+00]
     nfev: 1050
     njev: 21
 hess_inv: <49x49 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: 2.9957648720076944
        x: [-2.947e+00 -2.885e+00 ...  8.862e-01  1.722e-01]
      nit: 16
      jac: [-1.025e-04  2.630e-04 ...  0.000e+00  0.000e+00]
     nfev: 950
     njev: 19
 hess_inv: <49x49 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: 2.9957365646201564
        x: [-2.944e+00 -2.890e+00 ...  2.658e-01  1.548e-01]
      nit: 18
      jac: [ 4.530e-06 -1.021e-06 ...  0.000e+00  0.000e+00]
     nfev: 950
     njev: 19
 hess_inv: <49x49 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: 2.9957351265343344
        x: [-2.945e+00 -2.891e+00 ...  8.301e-01  2.436e-01]
      nit: 18
      jac: [-2.554e-05 -2.789e-05 ...  0.000e+00  0.000e+00]
     nfev: 950
     njev: 19
 hess_inv: <49x49 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: 2.9957345934044124
        x: [-2.945e+00 -2.888e+00 ...  8.977e-01  9.417e-01]
      nit: 20
      jac: [-4.499e-05  1.026e-04 ...  0.000e+00  0.000e+00]
     nfev: 1100
     njev: 22
 hess_inv: <49x49 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: 2.995737839666653
        x: [-2.944e+00 -2.891e+00 ...  3.023e-01  8.979e-01]
      nit: 19
      jac: [ 4.432e-05 -8.304e-06 ...  0.000e+00  0.000e+00]
     nfev: 1150
     njev: 23
 hess_inv: <49x49 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: 2.9957345697216278
        x: [-2.945e+00 -2.890e+00 ...  8.362e-01  2.634e-01]
      nit: 20
      jac: [-1.417e-05  2.860e-05 ...  0.000e+00  0.000e+00]
     nfev: 1150
     njev: 23
 hess_inv: <49x49 LbfgsInvHessProduct with dtype=float64>
