INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/603', 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: 3.0348795475629067
        x: [ 1.514e+00 -1.231e+00 ...  9.825e-01  7.117e-02]
      nit: 60
      jac: [ 4.561e-05 -1.497e-05 ...  0.000e+00  0.000e+00]
     nfev: 5307
     njev: 61
 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: 3.0351526939235165
        x: [ 1.516e+00 -1.239e+00 ...  2.255e-01  3.584e-01]
      nit: 132
      jac: [ 2.971e-04 -4.228e-04 ...  0.000e+00  0.000e+00]
     nfev: 12441
     njev: 143
 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: 3.0306807431279768
        x: [ 1.780e+00 -1.009e+00 ...  2.295e-01  3.274e-02]
      nit: 150
      jac: [ 7.048e-05 -5.738e-05 ...  0.000e+00  0.000e+00]
     nfev: 14007
     njev: 161
 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: 3.0313599185158893
        x: [ 1.640e+00 -1.134e+00 ...  8.296e-01  5.571e-02]
      nit: 139
      jac: [ 3.636e-04 -3.444e-04 ...  0.000e+00  0.000e+00]
     nfev: 13920
     njev: 160
 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: 3.0310468864878954
        x: [ 1.841e+00 -9.689e-01 ...  3.099e-01  7.221e-01]
      nit: 120
      jac: [ 6.278e-04 -6.098e-04 ...  0.000e+00  0.000e+00]
     nfev: 11571
     njev: 133
 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: 3.034762996868211
        x: [ 1.589e+00 -1.165e+00 ...  1.227e-01  3.274e-01]
      nit: 129
      jac: [-1.927e-04  2.208e-04 ...  0.000e+00  0.000e+00]
     nfev: 12354
     njev: 142
 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: 3.030624550293055
        x: [ 1.757e+00 -1.026e+00 ...  2.049e-01  6.523e-01]
      nit: 103
      jac: [-5.143e-05  8.411e-05 ...  0.000e+00  0.000e+00]
     nfev: 9396
     njev: 108
 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: 3.0348288100997207
        x: [ 1.591e+00 -1.165e+00 ...  5.513e-01  7.630e-01]
      nit: 71
      jac: [-1.088e-04  1.399e-04 ...  0.000e+00  0.000e+00]
     nfev: 6786
     njev: 78
 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: 3.0347791299736024
        x: [ 1.580e+00 -1.180e+00 ...  8.741e-01  1.833e-01]
      nit: 66
      jac: [ 8.868e-05 -1.159e-04 ...  0.000e+00  0.000e+00]
     nfev: 6090
     njev: 70
 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: 3.0348520766922507
        x: [ 1.566e+00 -1.191e+00 ...  3.580e-01  8.882e-01]
      nit: 69
      jac: [ 6.737e-05 -8.265e-05 ...  0.000e+00  0.000e+00]
     nfev: 6438
     njev: 74
 hess_inv: <86x86 LbfgsInvHessProduct with dtype=float64>
