INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/150', architecture='combined', number_of_states=36, log_f='trainig_log', no_mean=0, 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: 2.9910753710666658
        x: [ 1.489e+01 -1.500e+01 ...  3.199e-01  4.760e-01]
      nit: 108
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 9443
     njev: 133
 hess_inv: <70x70 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: 2.9959318398294865
        x: [ 1.498e+01 -1.500e+01 ...  7.208e-01  3.519e-01]
      nit: 45
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 3763
     njev: 53
 hess_inv: <70x70 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: 3.000394122637943
        x: [ 1.495e+01 -1.500e+01 ...  5.399e-02  9.401e-01]
      nit: 60
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5041
     njev: 71
 hess_inv: <70x70 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: 2.990608104390516
        x: [ 1.498e+01 -1.500e+01 ...  8.937e-02  6.040e-01]
      nit: 141
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11431
     njev: 161
 hess_inv: <70x70 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: 2.996558235588003
        x: [ 1.498e+01 -1.500e+01 ...  4.500e-01  5.950e-01]
      nit: 92
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7171
     njev: 101
 hess_inv: <70x70 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: 2.9931018056598995
        x: [ 1.497e+01 -1.500e+01 ...  2.686e-01  6.505e-01]
      nit: 94
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7810
     njev: 110
 hess_inv: <70x70 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: 2.994739715677562
        x: [ 1.497e+01 -1.500e+01 ...  4.085e-01  8.627e-01]
      nit: 73
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 5538
     njev: 78
 hess_inv: <70x70 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: 2.9873237279989313
        x: [ 1.471e+01 -1.500e+01 ...  7.538e-01  5.874e-01]
      nit: 100
      jac: [-4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7739
     njev: 109
 hess_inv: <70x70 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: 2.9998231642620468
        x: [ 1.496e+01 -1.500e+01 ...  8.638e-01  8.716e-01]
      nit: 85
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7100
     njev: 100
 hess_inv: <70x70 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: 2.9888427735287006
        x: [ 1.464e+01 -1.500e+01 ...  5.920e-02  3.126e-02]
      nit: 102
      jac: [ 0.000e+00  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 8449
     njev: 119
 hess_inv: <70x70 LbfgsInvHessProduct with dtype=float64>
