INFO:root:Namespace(input_file='data/far_gaussian.npy', output_dir='outputs/215', architecture='chain', number_of_states=32, 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: 5.023647485016524
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-2.016e-05 -1.714e-05 ... -2.069e-05 -1.821e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.0236475020983855
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-3.491e-05 -3.340e-05 ... -3.384e-05 -3.588e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.0236474769656505
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-6.484e-06 -5.862e-06 ... -5.862e-06 -6.484e-06]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647481393471
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 10
      jac: [-2.220e-06  4.174e-06 ... -5.329e-07 -2.576e-06]
     nfev: 384
     njev: 12
 hess_inv: <31x31 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: 5.023647548381328
        x: [ 2.332e+00  2.333e+00 ...  2.333e+00  2.332e+00]
      nit: 9
      jac: [-4.174e-05 -1.439e-05 ... -1.235e-05 -4.237e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647550602375
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-4.441e-05 -4.370e-05 ... -4.041e-05 -6.573e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647600190301
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-4.849e-05 -5.347e-05 ... -7.372e-05 -5.027e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647491556583
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-3.313e-05 -2.913e-05 ... -2.967e-05 -2.771e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647576871968
        x: [ 2.332e+00  2.333e+00 ...  2.333e+00  2.332e+00]
      nit: 9
      jac: [-6.661e-06  1.368e-05 ...  4.707e-06 -1.812e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 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: 5.023647492321092
        x: [ 2.332e+00  2.332e+00 ...  2.332e+00  2.332e+00]
      nit: 9
      jac: [-2.274e-05 -3.189e-05 ... -2.069e-05 -2.416e-05]
     nfev: 352
     njev: 11
 hess_inv: <31x31 LbfgsInvHessProduct with dtype=float64>
