INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/133', architecture='combined', number_of_states=2, 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: 4.002809786954017
        x: [-2.978e+00 -1.500e+01]
      nit: 17
      jac: [-6.484e-05  5.951e-06]
     nfev: 54
     njev: 18
 hess_inv: <2x2 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: 4.002809784804878
        x: [-2.978e+00 -1.500e+01]
      nit: 18
      jac: [ 1.057e-05  6.128e-06]
     nfev: 57
     njev: 19
 hess_inv: <2x2 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: 4.002809784833235
        x: [-2.978e+00 -1.500e+01]
      nit: 19
      jac: [-1.217e-05  6.395e-06]
     nfev: 66
     njev: 22
 hess_inv: <2x2 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: 4.002984724648183
        x: [-2.978e+00 -1.160e+01]
      nit: 13
      jac: [-4.242e-04  1.812e-04]
     nfev: 45
     njev: 15
 hess_inv: <2x2 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: 4.00280978482472
        x: [-2.978e+00 -1.500e+01]
      nit: 18
      jac: [ 1.217e-05  6.395e-06]
     nfev: 57
     njev: 19
 hess_inv: <2x2 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: 4.00281329190356
        x: [-2.975e+00 -1.496e+01]
      nit: 17
      jac: [ 2.499e-03  6.661e-06]
     nfev: 54
     njev: 18
 hess_inv: <2x2 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: 4.0028097877571405
        x: [-2.978e+00 -1.500e+01]
      nit: 18
      jac: [ 7.550e-05  5.951e-06]
     nfev: 57
     njev: 19
 hess_inv: <2x2 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: 4.002881298680474
        x: [-2.969e+00 -1.303e+01]
      nit: 14
      jac: [ 8.112e-03  4.308e-05]
     nfev: 45
     njev: 15
 hess_inv: <2x2 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: 4.002809787293843
        x: [-2.978e+00 -1.500e+01]
      nit: 18
      jac: [-6.963e-05  6.128e-06]
     nfev: 60
     njev: 20
 hess_inv: <2x2 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: 4.002809787304453
        x: [-2.978e+00 -1.500e+01]
      nit: 18
      jac: [ 6.963e-05  5.951e-06]
     nfev: 57
     njev: 19
 hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>
