INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/577', architecture='combined', number_of_states=48, 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: 2.9824878612955095
        x: [ 7.941e+00 -7.225e+00 ...  9.031e-01  6.935e-01]
      nit: 90
      jac: [ 2.220e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 9025
     njev: 95
 hess_inv: <94x94 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: 2.9825057581783856
        x: [ 5.708e+00 -6.839e+00 ...  6.612e-01  2.717e-01]
      nit: 113
      jac: [ 1.465e-06  3.553e-06 ...  0.000e+00  0.000e+00]
     nfev: 12065
     njev: 127
 hess_inv: <94x94 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: 2.9828306822932564
        x: [ 5.309e+00 -6.564e+00 ...  6.499e-01  9.081e-01]
      nit: 110
      jac: [ 1.377e-06  6.883e-06 ...  0.000e+00  0.000e+00]
     nfev: 11400
     njev: 120
 hess_inv: <94x94 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: 2.982213069454133
        x: [ 8.372e+00 -7.626e+00 ...  6.734e-01  5.146e-01]
      nit: 90
      jac: [ 1.776e-07  8.882e-08 ...  0.000e+00  0.000e+00]
     nfev: 8835
     njev: 93
 hess_inv: <94x94 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: 2.9823914395843296
        x: [ 5.982e+00 -6.095e+00 ...  9.272e-01  9.768e-01]
      nit: 204
      jac: [-4.929e-06  5.640e-06 ...  0.000e+00  0.000e+00]
     nfev: 21470
     njev: 226
 hess_inv: <94x94 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: 2.9821603576409563
        x: [ 7.176e+00 -6.680e+00 ...  1.608e-02  7.766e-01]
      nit: 132
      jac: [-4.441e-07  9.770e-07 ...  0.000e+00  0.000e+00]
     nfev: 13205
     njev: 139
 hess_inv: <94x94 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: 2.9831668762257575
        x: [ 6.069e+00 -6.429e+00 ...  3.820e-01  2.561e-01]
      nit: 139
      jac: [ 4.885e-07  3.775e-06 ...  0.000e+00  0.000e+00]
     nfev: 15200
     njev: 160
 hess_inv: <94x94 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: 2.9825386507235208
        x: [ 7.528e+00 -6.834e+00 ...  1.598e-01  1.892e-01]
      nit: 82
      jac: [ 2.665e-07  6.217e-07 ...  0.000e+00  0.000e+00]
     nfev: 8550
     njev: 90
 hess_inv: <94x94 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: 2.982822432673367
        x: [ 6.727e+00 -9.541e+00 ...  5.978e-01  5.954e-01]
      nit: 72
      jac: [ 2.665e-06  8.882e-08 ...  0.000e+00  0.000e+00]
     nfev: 7505
     njev: 79
 hess_inv: <94x94 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: 2.9824463640292187
        x: [ 5.877e+00 -6.828e+00 ...  3.730e-01  6.487e-01]
      nit: 169
      jac: [ 7.550e-07  3.064e-06 ...  0.000e+00  0.000e+00]
     nfev: 17480
     njev: 184
 hess_inv: <94x94 LbfgsInvHessProduct with dtype=float64>
