INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/62', architecture='combined', number_of_states=44, 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: 2.9850957371628084
        x: [ 5.847e+00 -7.708e+00 ...  4.722e-02  4.486e-01]
      nit: 129
      jac: [ 5.640e-06  1.243e-06 ...  0.000e+00  0.000e+00]
     nfev: 13050
     njev: 150
 hess_inv: <86x86 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: 2.988361909146893
        x: [ 4.087e+00 -1.500e+01 ...  2.803e-01  1.102e-01]
      nit: 86
      jac: [ 5.773e-06  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 8178
     njev: 94
 hess_inv: <86x86 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: 2.9823563427244335
        x: [ 7.001e+00 -6.308e+00 ...  1.483e-01  3.420e-02]
      nit: 87
      jac: [-4.441e-07  1.643e-06 ...  0.000e+00  0.000e+00]
     nfev: 8004
     njev: 92
 hess_inv: <86x86 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: 2.9854719768548996
        x: [ 3.380e+00 -1.356e+01 ...  2.740e-01  7.746e-01]
      nit: 107
      jac: [ 2.927e-05  4.441e-08 ...  0.000e+00  0.000e+00]
     nfev: 10353
     njev: 119
 hess_inv: <86x86 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: 2.982220252955869
        x: [ 7.088e+00 -7.259e+00 ...  7.071e-01  3.540e-01]
      nit: 61
      jac: [-8.882e-08  4.885e-07 ...  0.000e+00  0.000e+00]
     nfev: 5655
     njev: 65
 hess_inv: <86x86 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: 2.9826232175524483
        x: [ 7.129e+00 -9.228e+00 ...  5.928e-02  2.577e-01]
      nit: 99
      jac: [ 5.773e-07  8.882e-08 ...  0.000e+00  0.000e+00]
     nfev: 9048
     njev: 104
 hess_inv: <86x86 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: 2.9828760821847387
        x: [ 1.603e+00 -1.500e+01 ...  2.805e-01  1.016e-01]
      nit: 106
      jac: [-1.701e-05  8.882e-08 ...  0.000e+00  0.000e+00]
     nfev: 9918
     njev: 114
 hess_inv: <86x86 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: 2.986714800502914
        x: [ 9.374e+00 -1.128e+01 ...  8.270e-01  8.074e-01]
      nit: 79
      jac: [ 8.882e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 7482
     njev: 86
 hess_inv: <86x86 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: 2.988836248214873
        x: [ 7.094e+00 -6.385e+00 ...  8.499e-01  5.852e-01]
      nit: 96
      jac: [-6.217e-07  1.421e-06 ...  0.000e+00  0.000e+00]
     nfev: 9135
     njev: 105
 hess_inv: <86x86 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: 2.9858532052446813
        x: [ 1.060e+01 -1.124e+01 ...  3.509e-01  2.178e-01]
      nit: 116
      jac: [ 4.441e-08  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 11136
     njev: 128
 hess_inv: <86x86 LbfgsInvHessProduct with dtype=float64>
