INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/30', architecture='escape_chain', number_of_states=30, 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: 4.258063096119858
        x: [-1.166e+01 -1.168e+01 ...  3.483e-01 -7.938e+00]
      nit: 28
      jac: [ 8.260e-06  8.171e-06 ... -4.441e-07  8.527e-06]
     nfev: 930
     njev: 31
 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: 4.258075511749582
        x: [-1.152e+01 -1.145e+01 ...  3.478e-01 -7.876e+00]
      nit: 27
      jac: [ 9.592e-06  1.039e-05 ... -6.484e-06  9.148e-06]
     nfev: 870
     njev: 29
 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: 4.258108800282527
        x: [-1.109e+01 -1.113e+01 ...  3.483e-01 -7.401e+00]
      nit: 29
      jac: [ 1.474e-05  1.412e-05 ...  8.882e-08  1.465e-05]
     nfev: 930
     njev: 31
 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: 4.258002284505272
        x: [-1.411e+01 -1.417e+01 ...  3.483e-01 -1.029e+01]
      nit: 34
      jac: [ 7.105e-07  7.105e-07 ...  0.000e+00  8.882e-07]
     nfev: 1050
     njev: 35
 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: 4.258097213581974
        x: [-1.120e+01 -1.123e+01 ...  3.477e-01 -7.483e+00]
      nit: 29
      jac: [ 1.332e-05  1.297e-05 ... -8.349e-06  1.359e-05]
     nfev: 930
     njev: 31
 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: 4.258079191992865
        x: [-1.142e+01 -1.142e+01 ...  3.481e-01 -7.845e+00]
      nit: 27
      jac: [ 1.066e-05  1.066e-05 ... -3.286e-06  9.326e-06]
     nfev: 900
     njev: 30
 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: 4.258068022139775
        x: [-1.167e+01 -1.164e+01 ...  3.490e-01 -7.579e+00]
      nit: 27
      jac: [ 8.260e-06  8.527e-06 ...  9.237e-06  1.217e-05]
     nfev: 840
     njev: 28
 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: 4.258006349260314
        x: [-1.364e+01 -1.369e+01 ...  3.482e-01 -9.992e+00]
      nit: 38
      jac: [ 1.155e-06  1.066e-06 ... -2.220e-06  1.066e-06]
     nfev: 1230
     njev: 41
 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: 4.258087129930935
        x: [-1.136e+01 -1.141e+01 ...  3.467e-01 -7.562e+00]
      nit: 28
      jac: [ 1.128e-05  1.066e-05 ... -2.292e-05  1.252e-05]
     nfev: 930
     njev: 31
 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: 4.258100535015232
        x: [-1.120e+01 -1.117e+01 ...  3.485e-01 -7.535e+00]
      nit: 29
      jac: [ 1.323e-05  1.359e-05 ...  2.043e-06  1.288e-05]
     nfev: 960
     njev: 32
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
