INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/61', 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: 2.985686110002592
        x: [ 6.900e+00 -8.792e+00 ...  1.610e-01  9.054e-01]
      nit: 93
      jac: [ 1.332e-07  1.332e-07 ...  0.000e+00  0.000e+00]
     nfev: 8466
     njev: 102
 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: 2.9822962668893833
        x: [ 6.547e+00 -6.490e+00 ...  5.150e-01  5.470e-01]
      nit: 76
      jac: [-1.377e-06  2.176e-06 ...  0.000e+00  0.000e+00]
     nfev: 6889
     njev: 83
 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: 2.9824331119760155
        x: [ 1.745e+00 -1.179e+01 ...  2.704e-01  8.111e-01]
      nit: 89
      jac: [ 9.255e-05  1.377e-06 ...  0.000e+00  0.000e+00]
     nfev: 7968
     njev: 96
 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: 2.9822202446136843
        x: [ 7.326e+00 -7.121e+00 ...  1.426e-01  3.936e-02]
      nit: 79
      jac: [ 8.882e-08  5.329e-07 ...  0.000e+00  0.000e+00]
     nfev: 6889
     njev: 83
 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: 2.982341012357874
        x: [ 4.780e+00 -8.235e+00 ...  3.044e-01  7.564e-01]
      nit: 138
      jac: [ 3.908e-06  2.220e-06 ...  0.000e+00  0.000e+00]
     nfev: 12450
     njev: 150
 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: 2.982178543752509
        x: [ 5.999e+00 -6.638e+00 ...  3.126e-01  3.892e-01]
      nit: 104
      jac: [-2.220e-07  3.286e-06 ...  0.000e+00  0.000e+00]
     nfev: 9379
     njev: 113
 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: 2.982482024828343
        x: [ 1.050e+01 -9.658e+00 ...  5.438e-01  9.609e-01]
      nit: 124
      jac: [-4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11620
     njev: 140
 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: 2.983291217772697
        x: [ 1.307e+00 -1.500e+01 ...  3.016e-01  2.506e-01]
      nit: 151
      jac: [-3.086e-05  4.441e-08 ...  0.000e+00  0.000e+00]
     nfev: 13446
     njev: 162
 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: 2.988352814419475
        x: [ 7.799e+00 -9.053e+00 ...  8.628e-01  5.235e-01]
      nit: 63
      jac: [ 1.332e-07  4.441e-08 ...  0.000e+00  0.000e+00]
     nfev: 5561
     njev: 67
 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: 2.982308044988157
        x: [ 8.012e+00 -7.273e+00 ...  4.696e-01  4.934e-01]
      nit: 68
      jac: [ 4.441e-08  2.220e-07 ...  0.000e+00  0.000e+00]
     nfev: 5976
     njev: 72
 hess_inv: <82x82 LbfgsInvHessProduct with dtype=float64>
