INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/290', architecture='combined', number_of_states=30, 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: 3.0301392125813678
        x: [ 1.910e+00 -8.886e-01 ...  4.324e-02  1.926e-01]
      nit: 113
      jac: [-3.491e-04  3.794e-04 ...  0.000e+00  0.000e+00]
     nfev: 7080
     njev: 120
 hess_inv: <58x58 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: 3.0261893752346536
        x: [ 2.152e+00 -6.821e-01 ...  7.161e-01  5.404e-01]
      nit: 143
      jac: [ 2.305e-05  2.300e-05 ...  0.000e+00  0.000e+00]
     nfev: 9204
     njev: 156
 hess_inv: <58x58 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: 3.0257691051514386
        x: [ 2.109e+00 -7.255e-01 ...  8.095e-01  7.693e-01]
      nit: 133
      jac: [ 1.737e-04 -2.254e-04 ...  0.000e+00  0.000e+00]
     nfev: 8673
     njev: 147
 hess_inv: <58x58 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: 3.030271544568165
        x: [ 1.876e+00 -9.241e-01 ...  8.059e-01  8.415e-01]
      nit: 111
      jac: [-9.845e-05  8.784e-05 ...  0.000e+00  0.000e+00]
     nfev: 6962
     njev: 118
 hess_inv: <58x58 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: 3.0255969125699758
        x: [ 2.090e+00 -7.405e-01 ...  1.865e-01  4.240e-01]
      nit: 181
      jac: [ 7.110e-05 -1.187e-04 ...  0.000e+00  0.000e+00]
     nfev: 11977
     njev: 203
 hess_inv: <58x58 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: 3.030152832451713
        x: [ 1.894e+00 -9.113e-01 ...  5.548e-01  5.096e-01]
      nit: 123
      jac: [ 1.106e-05 -4.348e-05 ...  0.000e+00  0.000e+00]
     nfev: 7965
     njev: 135
 hess_inv: <58x58 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: 3.0300889215200306
        x: [ 1.924e+00 -8.846e-01 ...  6.277e-01  7.741e-01]
      nit: 105
      jac: [ 2.811e-05 -1.346e-05 ...  0.000e+00  0.000e+00]
     nfev: 6962
     njev: 118
 hess_inv: <58x58 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: 3.0306627578792225
        x: [ 1.770e+00 -1.012e+00 ...  6.126e-01  5.094e-01]
      nit: 106
      jac: [-1.894e-04  2.490e-04 ...  0.000e+00  0.000e+00]
     nfev: 6903
     njev: 117
 hess_inv: <58x58 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: 3.03027987089802
        x: [ 1.819e+00 -9.774e-01 ...  3.030e-01  1.498e-01]
      nit: 100
      jac: [ 5.964e-05 -1.217e-04 ...  0.000e+00  0.000e+00]
     nfev: 6608
     njev: 112
 hess_inv: <58x58 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: 3.030655321722308
        x: [ 1.731e+00 -1.050e+00 ...  2.454e-01  9.122e-01]
      nit: 80
      jac: [-4.685e-05  3.837e-05 ...  0.000e+00  0.000e+00]
     nfev: 5133
     njev: 87
 hess_inv: <58x58 LbfgsInvHessProduct with dtype=float64>
