INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/59', architecture='combined', number_of_states=38, 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: 2.9830996226115984
        x: [ 5.488e+00 -7.490e+00 ...  1.462e-01  1.200e-01]
      nit: 106
      jac: [ 1.732e-06  2.265e-06 ...  0.000e+00  0.000e+00]
     nfev: 8850
     njev: 118
 hess_inv: <74x74 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: 2.9821865400579917
        x: [ 7.990e+00 -7.345e+00 ...  1.553e-01  6.688e-01]
      nit: 96
      jac: [ 2.220e-07  2.220e-07 ...  0.000e+00  0.000e+00]
     nfev: 7800
     njev: 104
 hess_inv: <74x74 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: 2.98246881429324
        x: [ 2.237e+00 -1.025e+01 ...  1.937e-01  5.493e-01]
      nit: 110
      jac: [ 9.384e-05  3.819e-06 ...  0.000e+00  0.000e+00]
     nfev: 8775
     njev: 117
 hess_inv: <74x74 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: 2.9825130211737867
        x: [ 3.356e+00 -1.500e+01 ...  7.545e-01  1.430e-01]
      nit: 168
      jac: [ 6.986e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 13425
     njev: 179
 hess_inv: <74x74 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: 2.9823223408431065
        x: [ 6.174e+00 -8.867e+00 ...  4.096e-01  8.677e-01]
      nit: 82
      jac: [ 1.910e-06  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 6450
     njev: 86
 hess_inv: <74x74 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: 2.988475712323915
        x: [ 5.300e+00 -9.258e+00 ...  8.341e-01  1.149e-01]
      nit: 64
      jac: [-3.553e-07  4.885e-07 ...  0.000e+00  0.000e+00]
     nfev: 4875
     njev: 65
 hess_inv: <74x74 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: 2.982212326799262
        x: [ 2.038e+00 -1.033e+01 ...  6.270e-01  1.705e-01]
      nit: 97
      jac: [-7.105e-06  4.263e-06 ...  0.000e+00  0.000e+00]
     nfev: 7725
     njev: 103
 hess_inv: <74x74 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: 2.98276180600093
        x: [ 8.989e+00 -9.792e+00 ...  2.975e-01  7.729e-01]
      nit: 85
      jac: [ 1.332e-07  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 6600
     njev: 88
 hess_inv: <74x74 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: 2.9822754061495553
        x: [ 5.716e+00 -8.498e+00 ...  1.064e-01  5.685e-01]
      nit: 71
      jac: [ 3.331e-06  6.661e-07 ...  0.000e+00  0.000e+00]
     nfev: 5775
     njev: 77
 hess_inv: <74x74 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: 2.9824570849766423
        x: [ 1.091e+01 -9.670e+00 ...  7.323e-02  9.928e-01]
      nit: 104
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 8175
     njev: 109
 hess_inv: <74x74 LbfgsInvHessProduct with dtype=float64>
