INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/281', architecture='combined', number_of_states=12, log_f='trainig_log', no_mean=1, threads=20, fit='d', training_opt=[10, 1000, 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: 3.0569318487802266
        x: [ 5.368e-01 -1.946e+00 ...  4.608e+00 -6.371e+00]
      nit: 48
      jac: [ 6.319e-05  6.981e-05 ...  3.957e-05  6.528e-06]
     nfev: 1196
     njev: 52
 hess_inv: <22x22 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: 3.056950659131246
        x: [ 5.378e-01 -1.956e+00 ...  5.243e+00 -6.519e+00]
      nit: 44
      jac: [ 2.886e-04 -5.250e-04 ...  1.981e-05  2.931e-06]
     nfev: 1081
     njev: 47
 hess_inv: <22x22 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: 3.055799843790511
        x: [ 5.703e-01 -1.929e+00 ...  8.017e-01 -1.114e+01]
      nit: 55
      jac: [ 5.445e-05 -1.217e-04 ...  5.254e-05  2.487e-06]
     nfev: 1357
     njev: 59
 hess_inv: <22x22 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: 3.055786566619934
        x: [ 5.810e-01 -1.923e+00 ...  7.946e-01 -1.294e+01]
      nit: 72
      jac: [ 8.487e-05 -1.243e-04 ...  2.132e-05  3.553e-07]
     nfev: 1840
     njev: 80
 hess_inv: <22x22 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: 3.056945146044968
        x: [ 5.157e-01 -1.964e+00 ...  4.963e+00 -7.999e+00]
      nit: 54
      jac: [ 2.207e-05 -1.739e-04 ...  2.962e-05  8.882e-07]
     nfev: 1334
     njev: 58
 hess_inv: <22x22 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: 3.056954482452899
        x: [ 5.235e-01 -1.955e+00 ...  5.497e+00 -6.486e+00]
      nit: 48
      jac: [ 9.015e-06 -3.126e-05 ...  1.625e-05  2.309e-06]
     nfev: 1196
     njev: 52
 hess_inv: <22x22 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: 3.056959843165374
        x: [ 5.559e-01 -1.935e+00 ...  7.076e+00 -8.637e+00]
      nit: 57
      jac: [ 4.010e-05  3.122e-05 ...  3.908e-06  1.332e-07]
     nfev: 1403
     njev: 61
 hess_inv: <22x22 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: 3.0569415401891105
        x: [ 5.280e-01 -1.964e+00 ...  4.731e+00 -8.003e+00]
      nit: 44
      jac: [ 5.278e-04 -6.736e-04 ...  4.112e-05  1.110e-06]
     nfev: 1081
     njev: 47
 hess_inv: <22x22 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: 3.056932594886874
        x: [ 5.124e-01 -1.961e+00 ...  4.288e+00 -7.811e+00]
      nit: 40
      jac: [-1.366e-04  6.950e-05 ...  5.818e-05  2.087e-06]
     nfev: 966
     njev: 42
 hess_inv: <22x22 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: 3.056894070749012
        x: [ 5.275e-01 -1.951e+00 ...  3.956e+00 -8.053e+00]
      nit: 45
      jac: [-1.545e-05  5.866e-05 ...  8.371e-05  2.265e-06]
     nfev: 1081
     njev: 47
 hess_inv: <22x22 LbfgsInvHessProduct with dtype=float64>
