INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/122', architecture='escape_chain', number_of_states=30, 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: 4.2581040044507965
        x: [-1.500e+01 -1.500e+01 ...  3.474e-01 -5.610e+00]
      nit: 38
      jac: [ 2.665e-07  2.665e-07 ... -1.323e-05  8.757e-05]
     nfev: 1440
     njev: 48
 hess_inv: <29x29 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: 4.258110539734941
        x: [-1.500e+01 -1.500e+01 ...  3.483e-01 -5.468e+00]
      nit: 40
      jac: [ 1.776e-07  1.776e-07 ... -4.441e-07  1.007e-04]
     nfev: 1530
     njev: 51
 hess_inv: <29x29 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: 4.258126100980386
        x: [-1.500e+01 -1.500e+01 ...  3.484e-01 -5.231e+00]
      nit: 40
      jac: [ 1.776e-07  1.776e-07 ...  5.329e-07  1.276e-04]
     nfev: 1440
     njev: 48
 hess_inv: <29x29 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: 4.258058624744075
        x: [-1.500e+01 -1.500e+01 ...  3.491e-01 -6.005e+00]
      nit: 34
      jac: [ 2.665e-07  2.665e-07 ...  1.119e-05  5.906e-05]
     nfev: 1230
     njev: 41
 hess_inv: <29x29 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: 4.258079609237666
        x: [-1.500e+01 -1.500e+01 ...  3.483e-01 -5.727e+00]
      nit: 36
      jac: [ 1.776e-07  1.776e-07 ... -8.882e-08  7.780e-05]
     nfev: 1410
     njev: 47
 hess_inv: <29x29 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: 4.258094240960828
        x: [-1.500e+01 -1.500e+01 ...  3.486e-01 -5.536e+00]
      nit: 35
      jac: [ 2.665e-07  2.665e-07 ...  4.086e-06  9.432e-05]
     nfev: 1230
     njev: 41
 hess_inv: <29x29 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: 4.258054756330984
        x: [-1.500e+01 -1.500e+01 ...  3.483e-01 -6.060e+00]
      nit: 33
      jac: [ 2.665e-07  2.665e-07 ...  8.882e-08  5.587e-05]
     nfev: 1230
     njev: 41
 hess_inv: <29x29 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: 4.258122847159688
        x: [-1.500e+01 -1.500e+01 ...  3.480e-01 -5.300e+00]
      nit: 42
      jac: [ 2.665e-07  2.665e-07 ... -4.174e-06  1.193e-04]
     nfev: 1590
     njev: 53
 hess_inv: <29x29 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: 4.258091880067672
        x: [-1.500e+01 -1.500e+01 ...  3.484e-01 -5.546e+00]
      nit: 36
      jac: [ 3.553e-07  3.553e-07 ...  1.776e-06  9.335e-05]
     nfev: 1350
     njev: 45
 hess_inv: <29x29 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: 4.258108994848894
        x: [-1.500e+01 -1.500e+01 ...  3.489e-01 -5.391e+00]
      nit: 39
      jac: [ 3.553e-07  3.553e-07 ...  7.994e-06  1.090e-04]
     nfev: 1560
     njev: 52
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
