INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/339', architecture='escape_chain', number_of_states=4, log_f='trainig_log', no_mean=0, 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: 39.30876933417423
        x: [-6.906e-01  1.089e-02 -7.441e+00]
      nit: 13
      jac: [ 8.455e-05  2.721e-04  2.913e-05]
     nfev: 68
     njev: 17
 hess_inv: <3x3 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: 39.30896692534374
        x: [-6.954e-01 -1.127e-03 -5.386e+00]
      nit: 7
      jac: [-7.532e-05 -2.842e-05  2.274e-04]
     nfev: 48
     njev: 12
 hess_inv: <3x3 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: 39.30876632796041
        x: [-6.933e-01 -6.668e-04 -7.491e+00]
      nit: 13
      jac: [-5.684e-06 -1.705e-05  2.842e-05]
     nfev: 68
     njev: 17
 hess_inv: <3x3 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: 39.3089978270575
        x: [-6.954e-01 -6.245e-04 -5.259e+00]
      nit: 7
      jac: [-7.390e-05 -1.492e-05  2.586e-04]
     nfev: 48
     njev: 12
 hess_inv: <3x3 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: 39.30899732850574
        x: [-6.948e-01 -2.417e-03 -5.261e+00]
      nit: 7
      jac: [-5.613e-05 -6.040e-05  2.579e-04]
     nfev: 48
     njev: 12
 hess_inv: <3x3 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: 39.308767789129675
        x: [-6.860e-01  1.516e-02 -7.576e+00]
      nit: 12
      jac: [ 2.387e-04  3.787e-04  2.558e-05]
     nfev: 64
     njev: 16
 hess_inv: <3x3 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: 39.30877434799436
        x: [-6.932e-01  9.573e-05 -7.238e+00]
      nit: 11
      jac: [-1.421e-06  2.132e-06  3.553e-05]
     nfev: 64
     njev: 16
 hess_inv: <3x3 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: 39.308998653430855
        x: [-6.946e-01 -3.124e-03 -5.256e+00]
      nit: 7
      jac: [-4.761e-05 -7.816e-05  2.593e-04]
     nfev: 48
     njev: 12
 hess_inv: <3x3 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: 39.3090403311373
        x: [-6.944e-01 -3.166e-03 -5.107e+00]
      nit: 7
      jac: [-3.979e-05 -7.958e-05  3.013e-04]
     nfev: 48
     njev: 12
 hess_inv: <3x3 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: 39.30876775564484
        x: [-6.893e-01  1.299e-02 -7.525e+00]
      nit: 13
      jac: [ 1.293e-04  3.254e-04  2.771e-05]
     nfev: 68
     njev: 17
 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>
