INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/138', architecture='combined', number_of_states=12, 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: 3.0279264850291403
        x: [ 1.494e+01 -1.500e+01 ... -5.317e-01 -1.500e+01]
      nit: 55
      jac: [ 0.000e+00  0.000e+00 ...  6.328e-05  5.329e-07]
     nfev: 1656
     njev: 72
 hess_inv: <22x22 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: 3.0241769970245267
        x: [ 1.496e+01 -1.500e+01 ... -5.323e-01 -1.179e+01]
      nit: 55
      jac: [ 0.000e+00  0.000e+00 ...  8.478e-05  1.230e-05]
     nfev: 1702
     njev: 74
 hess_inv: <22x22 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: 3.0120241189156123
        x: [ 1.500e+01 -1.500e+01 ... -2.395e-01 -1.500e+01]
      nit: 135
      jac: [ 0.000e+00  0.000e+00 ...  2.442e-04  3.553e-07]
     nfev: 4439
     njev: 193
 hess_inv: <22x22 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: 3.0250672520154414
        x: [ 1.495e+01 -1.500e+01 ... -4.832e-01 -1.242e+01]
      nit: 29
      jac: [-4.441e-08  0.000e+00 ... -3.134e-04  6.217e-06]
     nfev: 851
     njev: 37
 hess_inv: <22x22 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: 3.023833386058724
        x: [ 1.498e+01 -1.500e+01 ... -5.376e-01 -1.500e+01]
      nit: 57
      jac: [ 0.000e+00  0.000e+00 ... -2.127e-04  5.773e-07]
     nfev: 1633
     njev: 71
 hess_inv: <22x22 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: 3.0166715509636646
        x: [ 1.498e+01 -1.500e+01 ... -3.769e-01 -1.500e+01]
      nit: 92
      jac: [ 0.000e+00  0.000e+00 ...  4.664e-04  3.997e-07]
     nfev: 2714
     njev: 118
 hess_inv: <22x22 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: 3.018135892112964
        x: [ 1.483e+01 -1.500e+01 ... -3.952e-01 -1.500e+01]
      nit: 77
      jac: [ 0.000e+00  0.000e+00 ... -1.744e-04  3.997e-07]
     nfev: 2139
     njev: 93
 hess_inv: <22x22 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: 3.0361799234340907
        x: [ 1.487e+01 -1.500e+01 ... -6.928e-01 -1.500e+01]
      nit: 44
      jac: [ 8.882e-08  0.000e+00 ...  7.665e-05  6.217e-07]
     nfev: 1426
     njev: 62
 hess_inv: <22x22 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: 3.0120621433434773
        x: [ 1.500e+01 -1.500e+01 ... -2.244e-01 -1.500e+01]
      nit: 135
      jac: [ 0.000e+00  0.000e+00 ...  3.984e-04  3.553e-07]
     nfev: 4002
     njev: 174
 hess_inv: <22x22 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: 3.0167116921331907
        x: [ 1.498e+01 -1.500e+01 ... -3.502e-01 -1.500e+01]
      nit: 102
      jac: [ 0.000e+00  0.000e+00 ...  9.588e-05  4.441e-07]
     nfev: 3381
     njev: 147
 hess_inv: <22x22 LbfgsInvHessProduct with dtype=float64>
