INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/25', architecture='escape_chain', number_of_states=20, 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: 28.33234921117853
        x: [-1.083e+01 -1.083e+01 ... -2.894e-01 -9.162e+00]
      nit: 21
      jac: [ 7.816e-06  7.816e-06 ... -3.418e-04  7.105e-06]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.332405566133733
        x: [-1.009e+01 -1.013e+01 ... -2.826e-01 -8.441e+00]
      nit: 20
      jac: [ 1.634e-05  1.563e-05 ... -1.247e-04  1.563e-05]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 28.33236434394836
        x: [-1.038e+01 -1.049e+01 ... -2.786e-01 -8.871e+00]
      nit: 21
      jac: [ 1.279e-05  1.101e-05 ...  4.263e-06  1.066e-05]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.332395907887737
        x: [-1.012e+01 -1.021e+01 ... -2.796e-01 -8.502e+00]
      nit: 21
      jac: [ 1.670e-05  1.528e-05 ... -2.878e-05  1.528e-05]
     nfev: 480
     njev: 24
 hess_inv: <19x19 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: 28.332356137883536
        x: [-1.067e+01 -1.059e+01 ... -2.798e-01 -8.969e+00]
      nit: 20
      jac: [ 9.592e-06  1.030e-05 ... -3.482e-05  9.592e-06]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.33236922401974
        x: [-1.053e+01 -1.046e+01 ... -2.822e-01 -8.935e+00]
      nit: 21
      jac: [ 1.030e-05  1.101e-05 ... -1.119e-04  9.237e-06]
     nfev: 500
     njev: 25
 hess_inv: <19x19 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: 28.33238032988424
        x: [-1.029e+01 -1.026e+01 ... -2.772e-01 -8.659e+00]
      nit: 21
      jac: [ 1.386e-05  1.421e-05 ...  4.903e-05  1.279e-05]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.332364991674062
        x: [-1.049e+01 -1.058e+01 ... -2.809e-01 -8.850e+00]
      nit: 21
      jac: [ 1.172e-05  9.948e-06 ... -7.070e-05  9.948e-06]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.33238172605177
        x: [-1.036e+01 -1.036e+01 ... -2.854e-01 -8.715e+00]
      nit: 21
      jac: [ 1.279e-05  1.279e-05 ... -2.128e-04  1.208e-05]
     nfev: 460
     njev: 23
 hess_inv: <19x19 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: 28.33235784773066
        x: [-1.048e+01 -1.054e+01 ... -2.792e-01 -8.977e+00]
      nit: 22
      jac: [ 1.137e-05  1.101e-05 ... -1.599e-05  9.237e-06]
     nfev: 500
     njev: 25
 hess_inv: <19x19 LbfgsInvHessProduct with dtype=float64>
