INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/602', architecture='combined', number_of_states=42, 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: 3.0308555521521203
        x: [ 1.733e+00 -1.047e+00 ...  2.271e-02  8.732e-01]
      nit: 104
      jac: [-2.913e-05  4.863e-05 ...  0.000e+00  0.000e+00]
     nfev: 9047
     njev: 109
 hess_inv: <82x82 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: 3.0366069251702976
        x: [ 1.356e+00 -1.360e+00 ...  5.157e-01  4.536e-02]
      nit: 79
      jac: [ 3.659e-05 -5.427e-05 ...  0.000e+00  0.000e+00]
     nfev: 7304
     njev: 88
 hess_inv: <82x82 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: 3.0329758668691262
        x: [ 1.584e+00 -1.174e+00 ...  5.596e-01  6.284e-01]
      nit: 139
      jac: [ 5.267e-05 -2.727e-05 ...  0.000e+00  0.000e+00]
     nfev: 12616
     njev: 152
 hess_inv: <82x82 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: 3.031424451194662
        x: [ 1.592e+00 -1.164e+00 ...  4.673e-01  3.855e-01]
      nit: 156
      jac: [-1.396e-04  1.054e-04 ...  0.000e+00  0.000e+00]
     nfev: 14359
     njev: 173
 hess_inv: <82x82 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: 3.0314308649266097
        x: [ 1.632e+00 -1.133e+00 ...  1.003e-02  3.100e-01]
      nit: 179
      jac: [-1.688e-05  4.148e-05 ...  0.000e+00  0.000e+00]
     nfev: 16517
     njev: 199
 hess_inv: <82x82 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: 3.032479712246806
        x: [ 1.590e+00 -1.171e+00 ...  3.568e-01  9.519e-01]
      nit: 157
      jac: [ 1.109e-04 -1.583e-04 ...  0.000e+00  0.000e+00]
     nfev: 14691
     njev: 177
 hess_inv: <82x82 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: 3.0366111351185783
        x: [ 1.326e+00 -1.378e+00 ...  5.443e-01  4.323e-01]
      nit: 83
      jac: [-3.178e-04  2.802e-04 ...  0.000e+00  0.000e+00]
     nfev: 7636
     njev: 92
 hess_inv: <82x82 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: 3.032456070909997
        x: [ 1.656e+00 -1.114e+00 ...  8.840e-01  3.853e-01]
      nit: 141
      jac: [ 5.635e-05 -1.394e-05 ...  0.000e+00  0.000e+00]
     nfev: 12616
     njev: 152
 hess_inv: <82x82 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: 3.0325255896562338
        x: [ 1.616e+00 -1.148e+00 ...  3.855e-01  5.517e-01]
      nit: 92
      jac: [ 1.670e-05 -3.864e-05 ...  0.000e+00  0.000e+00]
     nfev: 8300
     njev: 100
 hess_inv: <82x82 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: 3.031082598545548
        x: [ 1.696e+00 -1.078e+00 ...  1.183e-01  8.403e-02]
      nit: 141
      jac: [-1.011e-04  1.238e-04 ...  0.000e+00  0.000e+00]
     nfev: 12699
     njev: 153
 hess_inv: <82x82 LbfgsInvHessProduct with dtype=float64>
